The Workflow Edit | Practical AI Tool Tutorial
How to Use Gemini Without Generic AI Instructions
When your research lives across Docs, Sheets, and email threads, Gemini can read all of it at once and hand you a decision-ready summary — if you ask the right way.
Dear Suzannah
Dear Suzannah, I need to write a quarterly market summary but my notes are scattered across three Google Docs, two email threads, and a spreadsheet from March. Every time I try to pull it together I miss the one number my boss actually asks about.
Upload everything and ask for one summary with sources cited.
The real use case
Pull research from scattered Google Workspace files into one decision-ready summary with cited sources.
The tool-specific prompt to use
This prompt is specific to this tool and use case. Paste it in, then replace the bracketed notes with your real details.
I need a quarterly market summary from the files I uploaded. Topic: [topic or market segment]. Audience: [my boss, the leadership team, a client]. Decision this supports: [whether to expand, cut budget, hire]. Time period to cover: [Q1 through Q3 2026]. Prior summary to compare against: [yes, I uploaded last quarter's summary, or no, this is the first one]. Analyze my uploaded Google Docs, Sheets, and email threads. Pull out the five most important facts, trends, or numbers. For each one, note which file it came from, the date of that source, and how confident you are in the number. Flag anything that looks outdated, contradictory, or based on a single unverified source. Do not invent numbers. If a fact appears in only one source, say so explicitly. If two sources disagree, present both values, note the conflict, and indicate which source is more recent or authoritative. Structure the output as: (1) Key findings — five bullet points with source attribution and confidence level. (2) What changed since last quarter — two to three sentences comparing to the prior summary if provided. (3) Open questions — things I still need to verify or research. (4) One-line recommendation tied to the decision above. (5) A short checklist of what to verify before sharing. Keep the full summary under 400 words. Write for a busy reviewer who will skim this in three minutes and may forward it without reading carefully.
Prompt length: 238 words.
Make the result less generic
- Name the specific files you uploaded instead of saying ‘my documents.’
- Ask for source attribution on every fact so you can trace claims back to the original file.
- Include the decision the summary supports so the output targets a real question, not a vague overview.
- Request a ‘what changed’ section so the summary shows movement, not just a static snapshot.
- Set a word count so the summary stays skimmable instead of ballooning into a report.
Quick human check
- Can I trace every number in the summary back to a specific uploaded file?
- Does the ‘what changed’ section reflect the right time period (this quarter vs last)?
- Are the open questions things I actually need to verify, not filler?
- Would my boss understand the recommendation without asking me a follow-up question?
- Did Gemini flag any contradictory or outdated information it found across files?
