Professional AI Prompts for Multimodal Writing, Analysis, Coding & Research
Written by Adnan Khan Published July 25, 2026 Updated Oct 16, 2026 10 min read
Unlock the full potential of Google Gemini with 50 expert-crafted AI prompts for 2026. These templates are designed to harness Gemini's unique multimodal abilities, deep integration with the Google ecosystem, and massive context window. Whether you need sharp writing, detailed analysis on uploaded images, clean code generation, or research synthesis from long documents, these prompts will help you get more accurate, creative, and useful results from Gemini.
Updated for 2026 AI Tools Tested Prompt Templates Beginner Friendly Free to Copy & Use
AI Prompts for Multimodal Writing, Analysis, Coding & Research
Select a category or browse all Google Gemini prompts below
1. Multimodal Drafting from Image
WRITING
Generate a blog post or description based on an uploaded photo, screenshot, or chart.
[Upload image of a scene, product, or graph]. Write a compelling [format, e.g. blog post, Instagram caption, report summary] about this image. Describe the visual details, extract the key insight or mood, and structure the text for [target audience]. Give me 3 headline options and mention anything in the image you are unsure about instead of guessing.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload image of a scene, product, or graph]. Write a compelling [format, e.g. blog post, Instagram caption, report summary] about this image. Describe the visual details, extract the key insight or mood, and structure the text for [target audience]. Give me 3 headline options and mention anything in the image you are unsure about instead of guessing.
2. Gmail & Drive Reply Drafter
WRITING
Draft a professional reply using the context in your connected Gmail and Drive files.
Using my connected Google apps, find the latest email thread with [person or subject] and any related document in Drive. Summarize what they are asking in two sentences, then draft a concise, polite but direct reply with a clear next step and a subject line. List which email or file you used so I can check it before sending. Do not send anything.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Using my connected Google apps, find the latest email thread with [person or subject] and any related document in Drive. Summarize what they are asking in two sentences, then draft a concise, polite but direct reply with a clear next step and a subject line. List which email or file you used so I can check it before sending. Do not send anything.
3. YouTube Script with Visual Cues
WRITING
Draft a video script with integrated visual and audio cues for YouTube.
Create a [duration]-minute YouTube video script about [topic]. For each section, include the spoken dialogue, on-screen text overlays, and suggested b-roll or image visuals. Start with a strong hook in the first 3 seconds, add a retention question or new reveal every 60 seconds, and finish with a 30-second Shorts version of the best moment.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Create a [duration]-minute YouTube video script about [topic]. For each section, include the spoken dialogue, on-screen text overlays, and suggested b-roll or image visuals. Start with a strong hook in the first 3 seconds, add a retention question or new reveal every 60 seconds, and finish with a 30-second Shorts version of the best moment.
4. Story Bible & Continuity Checker (Long-Context)
WRITING
Keep a long story consistent by checking new chapters against everything already written.
Here is my story so far: [paste chapters or upload the document]. First, build a story bible: characters with voice notes, timeline, locations, rules of the world, and open plot threads. Then write the next chapter from this outline: [outline], keeping the character voices distinct and the facts consistent. After the chapter, list any continuity risks you noticed.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Here is my story so far: [paste chapters or upload the document]. First, build a story bible: characters with voice notes, timeline, locations, rules of the world, and open plot threads. Then write the next chapter from this outline: [outline], keeping the character voices distinct and the facts consistent. After the chapter, list any continuity risks you noticed.
5. Search-Grounded SEO Web Copy
WRITING
Website copy optimized for search, checked against what's actually ranking right now.
Write website copy for a page about [product/service]. Target the primary keyword "[keyword]" and secondary keywords [list keywords]. First, search for this term now and summarize what the top results cover and what they miss. Then write a compelling H1, meta description suggestion, H2s, and persuasive body text that adds something those pages do not. Include only facts you can support, and mark anything I must verify.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Write website copy for a page about [product/service]. Target the primary keyword "[keyword]" and secondary keywords [list keywords]. First, search for this term now and summarize what the top results cover and what they miss. Then write a compelling H1, meta description suggestion, H2s, and persuasive body text that adds something those pages do not. Include only facts you can support, and mark anything I must verify.
6. Handwritten Notes to Digital Text
WRITING
Transcribe and format uploaded images of handwritten notes into a clean digital document.
[Upload image of handwritten notes]. Transcribe these notes accurately and mark any word you cannot read as [unclear]. Then reformat the text into a structured, clean markdown document with proper headings, bullet points, and checkboxes for action items. Add a three-line summary at the top.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload image of handwritten notes]. Transcribe these notes accurately and mark any word you cannot read as [unclear]. Then reformat the text into a structured, clean markdown document with proper headings, bullet points, and checkboxes for action items. Add a three-line summary at the top.
7. Hindi, Hinglish & Regional Localization
WRITING
Translate and culturally adapt content for a specific region, not just a literal translation.
Translate the following text into [target language, e.g. Hindi, Hinglish, Tamil] and localize it for a [target region] audience: [paste text]. Don't translate literally; adapt idioms, examples, and tone so it sounds natural to a native speaker. Keep common English words people actually use (like app, link, online). Give a formal version and a casual social media version, and note any phrase you were unsure how to localize.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Translate the following text into [target language, e.g. Hindi, Hinglish, Tamil] and localize it for a [target region] audience: [paste text]. Don't translate literally; adapt idioms, examples, and tone so it sounds natural to a native speaker. Keep common English words people actually use (like app, link, online). Give a formal version and a casual social media version, and note any phrase you were unsure how to localize.
8. Deep Research Report with Source Table
ANALYSIS
A multi-source research report where every key claim is tied to a source you can check.
Do in-depth research on [topic] and write a report for [audience]. Cover the current state, key players, main debates, recent developments, and what is still uncertain. Prefer original and recent sources. End with a table of the 10 most important claims, the source for each, and a confidence level (confirmed by multiple sources, single source, or uncertain). If sources disagree, show both views. Do not include a claim you cannot support.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Do in-depth research on [topic] and write a report for [audience]. Cover the current state, key players, main debates, recent developments, and what is still uncertain. Prefer original and recent sources. End with a table of the 10 most important claims, the source for each, and a confidence level (confirmed by multiple sources, single source, or uncertain). If sources disagree, show both views. Do not include a claim you cannot support.
9. Image-Based Data Extraction & Chart Analysis
ANALYSIS
Upload a chart or graph and extract and interpret the underlying data.
[Upload image of a chart/infographic]. Analyze this visual data. Extract the raw numbers if possible and mark any value you are estimating, identify the primary trend, note any anomalies or misleading design choices, and explain the overall narrative the chart is presenting. Format the raw data into a markdown table.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload image of a chart/infographic]. Analyze this visual data. Extract the raw numbers if possible and mark any value you are estimating, identify the primary trend, note any anomalies or misleading design choices, and explain the overall narrative the chart is presenting. Format the raw data into a markdown table.
10. Competitor SWOT from a URL (Search Grounding)
ANALYSIS
A live SWOT analysis built from a competitor's actual current website and recent news.
Analyze the company at this URL: [insert competitor URL]. Based on their public website content, provide a detailed SWOT analysis (Strengths, Weaknesses, Opportunities, Threats). Focus on product positioning, messaging, and market claims, and use a current search for recent news and reviews to check whether their public messaging still matches reality. End with three gaps we could take advantage of.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Analyze the company at this URL: [insert competitor URL]. Based on their public website content, provide a detailed SWOT analysis (Strengths, Weaknesses, Opportunities, Threats). Focus on product positioning, messaging, and market claims, and use a current search for recent news and reviews to check whether their public messaging still matches reality. End with three gaps we could take advantage of.
11. Video Analysis with Timestamps
ANALYSIS
Summarize and analyze a YouTube video or uploaded video by moment, not just overall.
Analyze this video: [paste YouTube link or upload video]. Give the 3 main takeaways, a chapter list with timestamps, the overall argument or conclusion, and any claim that sounds questionable with its timestamp. Also tell me which 30-second moment would make the best short clip and why.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Analyze this video: [paste YouTube link or upload video]. Give the 3 main takeaways, a chapter list with timestamps, the overall argument or conclusion, and any claim that sounds questionable with its timestamp. Also tell me which 30-second moment would make the best short clip and why.
12. Reusable Gemini Skill Builder
WRITING
Forward-looking prompt to turn a task you repeat into a saved skill that Gemini runs for you.
I often do this task: [describe the repetitive task]. Help me turn it into a reusable skill. Ask me up to 5 questions about the input I usually give, the output format I want, my tone and rules, and mistakes to avoid. Then write the skill instructions in under 200 words, plus two example inputs with expected outputs so I can test it. Do not include sensitive personal data.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
I often do this task: [describe the repetitive task]. Help me turn it into a reusable skill. Ask me up to 5 questions about the input I usually give, the output format I want, my tone and rules, and mistakes to avoid. Then write the skill instructions in under 200 words, plus two example inputs with expected outputs so I can test it. Do not include sensitive personal data.
13. Email Thread Sentiment & Action Analyzer
ANALYSIS
Paste a long email thread to get a breakdown of sentiment and pending actions.
Analyze this long email thread: [paste thread]. Identify the overall sentiment trajectory (did it start positive and turn negative?). Extract all explicit action items and assign them to the correct person based on the replies. Highlight any unresolved questions.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Analyze this long email thread: [paste thread]. Identify the overall sentiment trajectory (did it start positive and turn negative?). Extract all explicit action items and assign them to the correct person based on the replies. Highlight any unresolved questions.
14. Diagram & Whiteboard Interpreter
ANALYSIS
Upload a photo of a whiteboard or flowchart to get a textual summary and critique.
[Upload photo of a whiteboard/diagram]. Interpret this whiteboard sketch. Describe the flow of logic or the process it depicts. Then, critique the design: does it have bottlenecks? Is the flow logical? Suggest an optimized version of this diagram.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload photo of a whiteboard/diagram]. Interpret this whiteboard sketch. Describe the flow of logic or the process it depicts. Then, critique the design: does it have bottlenecks? Is the flow logical? Suggest an optimized version of this diagram.
15. Real-Time Data Grounding Check
ANALYSIS
Cross-reference a statement with Google Search grounding for factual accuracy.
Verify the following statement using real-time information: "[insert controversial or recent claim]". Provide a confidence score, cite the specific sources that confirm or deny it, and if the statement is false, explain the correct current consensus.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Verify the following statement using real-time information: "[insert controversial or recent claim]". Provide a confidence score, cite the specific sources that confirm or deny it, and if the statement is false, explain the correct current consensus.
16. UI/UX Design Screenshot Audit
ANALYSIS
Get a professional UX critique by uploading a screenshot of a mobile or web app.
[Upload screenshot of app interface]. Act as a senior UX designer. Critique this interface based on usability heuristics (Nielsen's 10 principles). Identify the 3 biggest UX issues in this design and propose specific wireframe-style suggestions to fix them.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload screenshot of app interface]. Act as a senior UX designer. Critique this interface based on usability heuristics (Nielsen's 10 principles). Identify the 3 biggest UX issues in this design and propose specific wireframe-style suggestions to fix them.
17. Google Apps Script Generator
CODING
Generate automation scripts for Google Sheets, Docs, or Gmail.
Write a Google Apps Script to automate [task, e.g., sending emails from a Sheet]. I have a Google Sheet with columns [A: Email, B: Name, C: Status]. The script should loop through rows and send a draft email via Gmail if the Status is "Pending".
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Write a Google Apps Script to automate [task, e.g., sending emails from a Sheet]. I have a Google Sheet with columns [A: Email, B: Name, C: Status]. The script should loop through rows and send a draft email via Gmail if the Status is "Pending".
18. Multimodal App Prototype (Python/HTML)
CODING
Build a quick app that uses both image input and text processing.
Generate a Python script using Streamlit that takes an image upload of a receipt, uses Gemini's API to extract the line items, totals the amount, and displays it in a formatted table. Include error handling for unclear images.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Generate a Python script using Streamlit that takes an image upload of a receipt, uses Gemini's API to extract the line items, totals the amount, and displays it in a formatted table. Include error handling for unclear images.
19. SQL Query from Natural Language
CODING
Convert a plain English request into a complex SQL query.
Write a SQL query for the following request: "Show me the top 5 customers by total spend in Q1 2026 who have not made a purchase in the last 30 days." Assume a standard e-commerce schema with tables Customers, Orders, and Products. Use CTEs for readability.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Write a SQL query for the following request: "Show me the top 5 customers by total spend in Q1 2026 who have not made a purchase in the last 30 days." Assume a standard e-commerce schema with tables Customers, Orders, and Products. Use CTEs for readability.
20. Cross-Language Refactoring (Java to Kotlin)
CODING
Translate code not just syntactically, but idiomatically between languages.
Refactor this Java class into idiomatic Kotlin: [paste Java code]. Ensure you use Kotlin's null safety features, data classes where appropriate, and coroutines for any async logic. Do not just auto-convert; rewrite it the way a senior Kotlin developer would.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Refactor this Java class into idiomatic Kotlin: [paste Java code]. Ensure you use Kotlin's null safety features, data classes where appropriate, and coroutines for any async logic. Do not just auto-convert; rewrite it the way a senior Kotlin developer would.
21. Automated Test Suite Generator
CODING
Generate comprehensive unit tests for a given code snippet.
Generate a comprehensive unit test suite for this function: [paste function code]. Write tests using [framework, e.g., Jest/Pytest]. Cover standard cases, edge cases (null, empty arrays, extreme numbers), and invalid input types. Mock any external API calls.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Generate a comprehensive unit test suite for this function: [paste function code]. Write tests using [framework, e.g., Jest/Pytest]. Cover standard cases, edge cases (null, empty arrays, extreme numbers), and invalid input types. Mock any external API calls.
22. TensorFlow/PyTorch Model Code Generator
CODING
Generate boilerplate machine learning model architectures based on descriptions.
Write a [PyTorch/TensorFlow] model architecture for a [task, e.g., binary image classifier]. The input images are [size]x[size] pixels. Use [architecture, e.g., a custom CNN with 3 conv layers]. Include the training loop and a comment explaining the data flow shape at each step.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Write a [PyTorch/TensorFlow] model architecture for a [task, e.g., binary image classifier]. The input images are [size]x[size] pixels. Use [architecture, e.g., a custom CNN with 3 conv layers]. Include the training loop and a comment explaining the data flow shape at each step.
23. Deep Dive with Google Scholar
RESEARCH
Leverage Gemini's grounding to find and synthesize academic papers on a niche topic.
Find recent scholarly articles (2024-2026) on "[specific research topic]". Provide a mini literature review summarizing the consensus, key disagreements, and the most promising future research directions mentioned. Prioritize highly cited papers or novel breakthroughs.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Find recent scholarly articles (2024-2026) on "[specific research topic]". Provide a mini literature review summarizing the consensus, key disagreements, and the most promising future research directions mentioned. Prioritize highly cited papers or novel breakthroughs.
24. PDF Collection Synthesis
RESEARCH
Upload multiple PDF files and have Gemini synthesize a single brief.
[Upload multiple PDF reports]. I need a synthesized executive briefing of these documents. Focus on the strategic implications for [industry/company], align the financial projections into a single comparison table, and highlight any direct contradictions between the authors.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload multiple PDF reports]. I need a synthesized executive briefing of these documents. Focus on the strategic implications for [industry/company], align the financial projections into a single comparison table, and highlight any direct contradictions between the authors.
25. Market Trend Visual Report
RESEARCH
Generate a report with integrated charts (via code execution or charts extension).
Research the current market trends for [topic, e.g., electric vehicles in Asia] in 2026. Provide a report with the top 5 key trends. For each trend, provide a data-backed paragraph and generate a bar chart or line graph (using Python altair or similar) showing the growth metrics.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Research the current market trends for [topic, e.g., electric vehicles in Asia] in 2026. Provide a report with the top 5 key trends. For each trend, provide a data-backed paragraph and generate a bar chart or line graph (using Python altair or similar) showing the growth metrics.
26. Audio/Video Transcript to Meeting Minutes
RESEARCH
Upload an audio file or transcript to generate formal meeting minutes.
[Upload meeting transcript or audio file]. Generate formal meeting minutes from this recording. Format it with: Date, Attendees (inferred), Agenda, Discussion points summarized, Decisions made, and Action items with a clear owner and deadline.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload meeting transcript or audio file]. Generate formal meeting minutes from this recording. Format it with: Date, Attendees (inferred), Agenda, Discussion points summarized, Decisions made, and Action items with a clear owner and deadline.
27. Patent Landscape Analysis
RESEARCH
Use Gemini to search and summarize the competitive patent landscape.
Analyze the patent landscape for "[technology, e.g., solid-state battery manufacturing]". Identify the top 5 patent holders, summarize their core technical approach, and note any white space opportunities where there is little patent activity but high commercial potential.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Analyze the patent landscape for "[technology, e.g., solid-state battery manufacturing]". Identify the top 5 patent holders, summarize their core technical approach, and note any white space opportunities where there is little patent activity but high commercial potential.
28. Creative Ad Copy from a Product Photo
WRITING
Generate marketing headlines and body copy based solely on an uploaded product image.
[Upload product photo]. Write 5 distinct headline options for a digital ad campaign featuring this product. For each headline, write a supporting 2-sentence body copy. Adhere to best practices for [platform, e.g., Google Ads, Meta Ads].
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload product photo]. Write 5 distinct headline options for a digital ad campaign featuring this product. For each headline, write a supporting 2-sentence body copy. Adhere to best practices for [platform, e.g., Google Ads, Meta Ads].
29. Financial Report Audio Briefing
ANALYSIS
Upload an earnings call recording for a summary of financial health and sentiment.
[Upload audio file of earnings call]. Analyze the management's tone during this call. Was it defensive or confident? Summarize the GAAP vs. Non-GAAP figures mentioned. List the 3 most important analyst questions and whether management gave a direct answer or deflected.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload audio file of earnings call]. Analyze the management's tone during this call. Was it defensive or confident? Summarize the GAAP vs. Non-GAAP figures mentioned. List the 3 most important analyst questions and whether management gave a direct answer or deflected.
30. BigQuery SQL Optimization
CODING
Optimize a slow SQL query specifically for Google BigQuery's execution engine.
Optimize this BigQuery SQL query for speed and cost-efficiency: [paste slow query]. Analyze the `EXPLAIN` plan logic mentally, suggest partition filters if applicable, replace subqueries with CTEs or window functions where beneficial, and minimize data shuffling.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Optimize this BigQuery SQL query for speed and cost-efficiency: [paste slow query]. Analyze the `EXPLAIN` plan logic mentally, suggest partition filters if applicable, replace subqueries with CTEs or window functions where beneficial, and minimize data shuffling.
31. Historical Context Analysis with Maps
RESEARCH
Leverage Gemini's integration with Google Maps for geo-political research.
Give me a historical and political analysis of the [specific disputed territory/region]. Correlate the latest satellite imagery (via Maps) with current geopolitical claims. Summarize the recent changes in control and the international legal stance.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Give me a historical and political analysis of the [specific disputed territory/region]. Correlate the latest satellite imagery (via Maps) with current geopolitical claims. Summarize the recent changes in control and the international legal stance.
32. Personalized Learning Plan with Q&A
WRITING
Create an interactive study guide and test the user on the material.
Create a 4-week learning plan for a beginner to learn [subject, e.g., Cloud Digital Leader certification]. Break down each week into specific topics. After presenting the plan, quiz me on Week 1's content with 5 multiple-choice questions and provide feedback on my answers.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Create a 4-week learning plan for a beginner to learn [subject, e.g., Cloud Digital Leader certification]. Break down each week into specific topics. After presenting the plan, quiz me on Week 1's content with 5 multiple-choice questions and provide feedback on my answers.
33. Long Document Entity Extraction
ANALYSIS
Extract all people, organizations, and locations from a massive document and map relationships.
[Upload long document or paste text]. Extract all named entities (People, Orgs, Locations). Create a knowledge graph in Mermaid.js format showing the relationships between these entities based on the text. Highlight the most central figure in the network.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload long document or paste text]. Extract all named entities (People, Orgs, Locations). Create a knowledge graph in Mermaid.js format showing the relationships between these entities based on the text. Highlight the most central figure in the network.
34. Flutter Widget Generator from Screenshot
CODING
Upload a design screenshot and get a pixel-perfect Flutter widget tree.
[Upload screenshot of mobile UI design]. Generate a Flutter widget tree that replicates this design exactly. Use Material 3 conventions. Structure the widgets neatly, use proper padding and colors, and ensure it is responsive for different screen sizes.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload screenshot of mobile UI design]. Generate a Flutter widget tree that replicates this design exactly. Use Material 3 conventions. Structure the widgets neatly, use proper padding and colors, and ensure it is responsive for different screen sizes.
35. Science Paper Figure Explainer
RESEARCH
Upload a complex figure from an academic paper and get a plain-language walkthrough.
[Upload image of a scientific figure/chart from a paper]. Explain this figure to an undergraduate student. Describe the axes, the experimental groups, the statistical significance markers, and what the overall "take-home message" of this specific figure is.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload image of a scientific figure/chart from a paper]. Explain this figure to an undergraduate student. Describe the axes, the experimental groups, the statistical significance markers, and what the overall "take-home message" of this specific figure is.
36. API Script with OAuth 2.0 for Google APIs
CODING
Generate a ready-to-run script to connect to Google APIs securely.
Write a Python script that uses OAuth 2.0 to authenticate and connect to the [Google API, e.g., Google Calendar API]. The script should fetch events for the next 7 days and print them out. Include robust error handling for expired tokens.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
Write a Python script that uses OAuth 2.0 to authenticate and connect to the [Google API, e.g., Google Calendar API]. The script should fetch events for the next 7 days and print them out. Include robust error handling for expired tokens.
37. Retail Shelf Analysis
ANALYSIS
Upload a photo of a retail shelf to analyze planogram compliance and competitor placement.
[Upload photo of a supermarket shelf]. Analyze this retail shelf image. Identify the brands visible, estimate their share of shelf space (%), note any out-of-stock items, and comment on whether the planogram likely prioritizes premium or value products.
Recommended Tech Stack
Use a currently available Gemini model suited to the task, Google AI Studio for prompt testing, or Vertex AI for managed API workflows. Use Google Workspace apps and connected extensions only when available and authorized for your account.
Quick Implementation Guide
Replace bracketed placeholders with your goal, audience, output format, and constraints; attach relevant text, images, audio, video, or documents when the selected Gemini interface supports them.
For current facts, enable Google Search grounding where supported, ask for source links, and distinguish verified information from assumptions. Do not assume every Gemini surface or model has identical tools or context limits.
Review the response for omissions, uncertain interpretations, and source accuracy. Export or copy structured results into Docs or Sheets, checking permissions and sensitive information before sharing.
Real-World Use Case Example
Apply this workflow to summarize customer interviews, extract findings from long reports, analyze a product image or chart, prepare a research brief, or turn verified findings into a spreadsheet-ready table. Validate important conclusions against the original materials.
[Upload photo of a supermarket shelf]. Analyze this retail shelf image. Identify the brands visible, estimate their share of shelf space (%), note any out-of-stock items, and comment on whether the planogram likely prioritizes premium or value products.
Advanced Google Gemini Prompt Engineering: Five Core Guides
Use these guides to adapt the prompt templates to the Gemini interface and model you actually have access to. Feature availability, context limits, connected apps, and model names can differ between the Gemini app, Google AI Studio, Vertex AI, and Workspace plans.
1. Optimizing Your Google Gemini Workflow with Advanced Prompts
Start each prompt with a clear objective, the audience, relevant context, constraints, and a specific deliverable. Separate source material from instructions, provide examples when format consistency matters, and ask Gemini to flag missing inputs rather than invent details.
Define the task and success criteria.
Specify the output structure, length, tone, and must-follow constraints.
Iterate using targeted feedback and verify factual claims before publication or action.
2. Step-by-Step Guide: Harnessing Gemini's Multimodal and Massive Context Capabilities
When supported by the chosen model and interface, combine text with relevant images, audio, video, code, or documents. For long inputs, tell Gemini what to extract, which sources to compare, and how to cite or locate supporting passages.
Upload or provide only the materials relevant to the task, confirming file and size limits first.
Ask for a source inventory and a concise extraction table before requesting a synthesis.
Request evidence for key findings and check important passages against the original files.
A large context window does not guarantee perfect recall; use focused questions and verification for long or dense material.
3. The Science Behind Effective Multimodal Prompting, Google Search Grounding, and Long-Context Retrieval
Multimodal prompts work best when the instruction explicitly connects each input to the task—for example, compare the chart with the report rather than merely “analyze everything.” Search grounding, where available, can help check current claims, but sources still need evaluation.
Ask Gemini to separate observations from inferences.
For web-based claims, request source URLs and the claim each source supports.
For long documents, request document names, section headings, page numbers, or short quotations where available.
Grounding is not a guarantee of truth: inspect sources, dates, and whether the cited page actually supports the claim.
4. Best Practices for Integrating Audio, Video, Image, and Text Inputs into Gemini Prompts
Explain what each media type should contribute. For audio, define whether you need transcription, speaker-separated notes, or themes; for video, specify timestamps and events; for images, ask for visible evidence and uncertainty; for text, identify the document or passage to compare.
Use descriptive filenames and label each source in the prompt.
Ask for timestamps or source references when the interface provides them.
Do not treat inferred identities, unreadable text, or uncertain visual details as facts.
Before uploading, ensure you have permission to process the material and remove private or confidential data that is not necessary.
5. Unlocking Advanced Data Analysis, Real-Time Information Retrieval, and Workspace Integration with Expert Prompts
For data work, provide column definitions, units, time ranges, and the question to answer. Ask for assumptions, missing-data handling, formulas or reproducible steps, and a table that can be checked before it is moved into a spreadsheet or document.
Use Google Search grounding only when current web information is needed and supported.
Use AI Studio or Vertex AI for development and API workflows; keep credentials server-side and follow access controls.
Use Docs, Sheets, Drive, and connected Workspace features only when your account, plan, permissions, and interface support them; review changes before applying or sharing.
Example: compare market announcements with dated public sources, produce a source-linked summary table, and then transfer the reviewed findings into Sheets for analysis.
AI Prompt Templates for Maximizing Google Gemini in 2026
These AI prompt templates are engineered to harness the unique strengths of Google Gemini. From understanding complex images and charts to writing code and analyzing massive documents, these prompts help you take full advantage of Gemini's multimodal reasoning, native Google ecosystem integration, and best-in-class context windows. Just fill in the placeholders to see what Gemini can truly do.
How Do Gemini Prompts Differ from Standard Prompts?
Unlike standard text-only prompts, these Gemini prompts frequently incorporate multimodal elements (images, audio, video links) and leverage specific Google integrations. They instruct Gemini to "look," "listen," or "search" rather than just "read," resulting in richer, more grounded, and contextually aware responses that blend deep reasoning with real-world sensory input.
How Can These AI Prompts Improve My Gemini Results?
These AI prompts improve Gemini results by giving the model clear multimodal context, specific instructions to use its vision or grounding capabilities, and room to reason through a problem step by step instead of a vague text-only question. Uploading images, pasting full documents or code, and filling in the bracketed placeholders helps Gemini respond with something specific, visually informed, and grounded in real-time data rather than generic advice.
About the Author
Adnan Khan
Founder of I Love AI Prompt • AI Prompt Researcher • Prompt Engineering Enthusiast
Hi, I'm Adnan Khan, the founder of I Love AI Prompt. I research, test, and publish AI prompts for creators, developers, marketers, designers, students, and businesses. Every prompt on this website is reviewed and refined to improve output quality, consistency, and usability across today's leading AI tools.
This guide was created by reviewing practical AI prompt workflows and refining reusable templates for real-world results. The prompts are intended as adaptable starting points for better, faster, and more consistent AI outputs.
Frequently Asked Questions
What was updated on this page for Oct 2026?
This page was refreshed on Oct 03, 2026 with updated prompt wording, cleaner formatting, and improved guidance so readers can quickly find the most useful AI prompt templates.
What are the best AI prompts for Google Gemini in 2026?
The best AI prompts for Google Gemini in 2026 leverage its multimodal strengths and long-context window with clear, structured instructions for writing, analysis, coding, and research that incorporate text, images, and code together.
Do these prompts work with other AI models besides Gemini?
Yes. While these prompts are optimized for Gemini's specific strengths, most also work well with ChatGPT, Claude, and other large language models, since they follow general prompt engineering best practices.
Are these Gemini prompts beginner-friendly?
Absolutely. Anyone new to Google Gemini can copy and customize these prompts by filling in the bracketed placeholders with their own details and content.
Can these prompts help with Gemini's multimodal and long-document features?
Yes. Several prompts are specifically designed to take advantage of Gemini's ability to analyze images alongside text, work with lengthy documents, and handle complex, multi-step reasoning in a single conversation.
Should I fact-check information from Gemini prompts?
Yes. While Gemini is powerful, it can still hallucinate or present outdated information. Always verify important facts, figures, or advice against reliable sources before relying on them, especially with the grounding feature.
Related Guides
You May Also Like
Explore related prompt guides selected for this topic.
