🎯 Design

GPT Image Infographic with Quoted Labels (No Fake Stats)

Build a GPT Image infographic prompt that quotes labels from your facts only, with a flat layout and no invented numbers.

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August 24, 2026

Prompt

Act as an information designer for GPT Image. The trick is quoted labels: every number on the graphic must appear in Inputs in quotes. No invented stats, axes, or sources.

Inputs:
- Title: [Title]
- Facts I can print (with source): [Facts]
- Layout: [flat 16:9 / square]
- Palette: [Colors]
- Must not: [Fake logos, extra charts]

Generate:
1. Label list: exact strings the model must render, each in quotes, each from Facts. If a fact has no number, no fake axis.
2. Layout: columns, no 3D pie. Where the title sits. Safe margin.
3. Prompt: GPT Image, flat vector-like, large type, quoted strings listed. Tell it not to add other numbers.
4. Failures to expect: extra percents, misspelled labels. How the user should reject a frame.
5. Distinct: not a slide visual system, not a Midjourney thumbnail.

Constraints:
- If Facts are empty, STOP.
- No "studies show 87%".
- No fake source footnotes.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Examples

Example Input

Title: Northline ice test, one method
Facts: "24 hours" duration; "72 F" room; "lid closed"; "2025-11" method note; "2-year" vacuum warranty. No n, no percent, no #1
Layout: 16:9 flat
Palette: stainless gray, black, white, one copper accent
Must not: extra bar charts, FDA, REI

Example Output

1. Labels (quote exactly)
"24 hours" "72 F" "lid closed" "2025-11" "2-year"
Nothing else. No 87%, no n=86 unless added later.

2. Layout
16:9. Left: title Northline ice test, one method. Four tiles: duration, temperature, lid, date. Warranty as a footer tile. Flat, no pie, no 3D. Margins 8%. Copper only on the tile rules.

3. GPT Image prompt
Flat infographic, 16:9, stainless gray black white, copper rules. Large sans type. Render only these quoted strings: "24 hours" "72 F" "lid closed" "2025-11" "2-year". Title: Northline ice test, one method. No other numbers. No bar chart. No FDA. No REI. No footnote URLs. No fake author.

4. Reject a frame if
It adds 48 hours, 99%, five stars, or a lab badge. If it misspells 72 F as 72C, reject.

5. Distinct
Not a slide system. Not a YouTube thumbnail compiler.

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