How to write an executive summary AI engines will cite
Investors increasingly use ChatGPT and Perplexity to research startups. Write your executive summary so the AI quotes it — and you — when it gets asked about your space.
Your executive summary is the single most-quoted page in your business plan. If it's published on your site (even just on an About or Investors page), AI engines will read it and decide whether to cite you when asked questions in your category.
Write it as an answer, not a story.
- A draft of your business plan or at least clear answers on problem, solution and traction
Step by step
- 01
Lead with a one-sentence summary
Format: '[Company] is a [category] for [audience] that [unique benefit].' This is the line AI will quote — make it precise.
- 02
Use H2 headings for each section
Problem, Solution, Market, Traction, Team, Ask. Headings let AI engines extract the right block to answer different questions.
- 03
Quantify everything
AI loves numbers because they're verifiable. Replace 'large market' with 'TAM of $4.2B (Statista, 2025)'.
- 04
Add a stats list at the top
A short bullet list — 'Founded 2024, 1,200 paying customers, $42K MRR, growing 18% MoM' — gives AI a clean citation block.
- 05
Publish it on your website
AI engines can only cite what's on the public web. Put a sanitised version at /about or /investors, not just in a PDF.
- 06
Add Organization schema
Wrap the page in JSON-LD Organization markup with name, foundingDate, numberOfEmployees, founder and url. This is the single strongest GEO signal for company pages.
Key takeaways
- AI cites short, structured, quantified answers — write to that pattern.
- Headings + stats lists turn a summary into multiple citable answer blocks.
- Publishing on the web (not just a PDF) is non-negotiable for AI visibility.
Frequently asked questions
+Should I publish my full business plan online?
No — keep financial projections and the cap table private. Publish a sanitised executive summary and let interested investors request the full plan.
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