How do I write a directory description that AI engines quote?
Write one self-contained sentence that says what the product is, who it is for and what it does, then a second with a verifiable detail such as pricing model or integration. Use it unchanged across directories: LinkPing's checks (216 of 410 directories verified as of 2026-10-20) show many forms with only a name, URL and short description, so the sentence you give is often all there is to quote.
Updated Markdown version
A template
"[Product] is a [category] for [audience] that [main outcome]. It [one concrete feature or fact], and is [free / from $X / open source]."
| Weak | Quotable |
|---|---|
| The best all-in-one solution to supercharge your workflow | Acme is a time tracker for freelancers that turns calendar events into invoices. |
| Innovative AI-powered platform | Acme uses an LLM to draft client invoices from tracked time and sends them via email. |
| Free trial available! | Acme has a free plan for up to 3 clients; paid plans start at $9 per month. |
Rules
- Lead with the noun phrase. Skip superlatives you cannot prove.
- Include numbers and names that can be checked.
- Keep it under about 160 characters for short fields; keep a longer version of 2 to 4 sentences for the rest.
- Write the same facts everywhere; edit your listing when pricing changes.
- Do not stuff keywords. It reads as spam to people and models alike.
Related directories
Related questions
- What should be in an llms.txt file for a SaaS?
- How do I get my product recommended by ChatGPT?
- What signals make an AI engine trust a new SaaS?
Source: LinkPing directory library snapshot 2026-10-20. Figures update when the snapshot is refreshed.
Frequently asked questions
Should every directory get a unique description?
Facts should match, but wording can vary slightly. Pasting identical long text everywhere may be treated as duplicate content by the directory.
How long should a directory description be?
One quotable sentence for short fields and 2 to 4 sentences for the long description.