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How to get your SaaS recommended by ChatGPT

A founder's playbook for getting your SaaS named in ChatGPT's answers: measure first, make your site readable, get listed where AI looks, and track it weekly.

By the CiteGaps team · · Updated · 5 min read

To get your SaaS recommended by ChatGPT, make it easy to find and easy to describe. State plainly on your own site what the product is and who it is for, get it listed on the directories, review sites and comparison articles ChatGPT reads, and then measure whether that changes its answers to your buyers' questions every week. There is no form to submit and no switch to flip. ChatGPT recommends what the pages it reads agree on.

This playbook puts those steps in order, starting with the one most founders skip: finding out where you stand.

How ChatGPT picks which tools to name

When someone asks ChatGPT "what is the best invoicing tool for freelancers?", it answers from two places: what the model learned in training, and, when it searches, the pages it finds on the web at that moment. With search, it reads a handful of pages, often roundups, directories, review sites, forum threads and vendors' own pages, and names the products those pages mention and describe well.

That has two consequences for a founder:

  • Your own site is only one source. If your product appears on your homepage and nowhere else, there is little for ChatGPT to agree with.
  • The question decides the shortlist. "Best CRM" and "CRM for a two-person agency that bills hourly" lead to different pages and different answers. Pick the questions you can genuinely win.

Step 1: Measure before you change anything

Write down 10 to 25 questions your buyers ask before they choose a tool like yours: the problem in their words, "best [category] for [situation]", and "[competitor] alternatives". Ask each one in a fresh chat and note whether you are named, in what position, who is named instead and which sites are cited.

Answers vary from one chat to the next, so treat a single answer as a sample, not a verdict. The free check runs one question against live ChatGPT and Gemini answers with no sign-up, and the guide to checking your AI search visibility shows how to record a full set by hand.

The cited sites are the most useful part. They are the pages you need to appear on.

Step 2: Make your site easy to read and describe

ChatGPT can only describe what it can read. Check four things:

  1. Crawlers are allowed. Your robots.txt should let OAI-SearchBot and ChatGPT-User read your pages (OpenAI's crawler documentation). Blocking GPTBot, which collects training data, is a separate choice and does not remove you from ChatGPT search.
  2. Your words are in the HTML. If your homepage only fills in after JavaScript runs, many AI crawlers see a nearly empty page.
  3. The first sentence says what you are. "Acme is invoicing software for freelancers who bill in several currencies" is easy to quote. A slogan is not.
  4. Facts are on the page as text. Price, plans, integrations and who it is for, written out rather than shown only in images.

The AI readiness checker tests a page against these points in about ten seconds. An llms.txt file is a cheap extra summary, but no major assistant has promised to use it, so do not rely on it alone.

Step 3: Get listed where ChatGPT looks

For "best tool" questions, the pages ChatGPT cites are usually not vendor homepages. They are directories, review sites and comparison articles. Getting onto them is most of the work.

  • Directories and review sites. Submit to the ones that rank for your category, such as G2, Capterra, AlternativeTo and Product Hunt. Approval can take weeks, so start early. The list of SaaS directories shows costs and how each one works.
  • Roundups. Search your category's "best [category] tools" questions and read the articles on page one. Some accept submissions; for the rest, email the editor with the facts that make you different, such as price, a feature others lack, or a niche you serve best.
  • Alternatives pages on directories. On sites like AlternativeTo you can add your product as an alternative to the leaders in your space, which puts you on pages people already visit.

Step 4: Publish honest comparison pages

Buyers ask ChatGPT "[competitor] vs [you]" and "[competitor] alternatives". If the only pages that answer are your competitors', the answer will lean their way.

Write your own comparison and alternatives pages. Lead with what you do well, state competitors' facts only as their own pages show them, link each fact to its source and date it. Pages like that are more useful to readers, and so more likely to be cited. The AI visibility tools comparison on this site is built that way.

Step 5: Answer buyers' questions directly

AI answers quote passages that answer a question on their own. Add a short FAQ to your homepage and pricing page, with questions in your buyers' words and an answer that starts with the answer:

  • "Is Acme free?" followed by "Acme has a free plan for up to three clients; paid plans start at…", not "Great question!"
  • One claim per sentence, with the numbers written out.

Mark the FAQ up as FAQPage structured data so the questions and answers are explicit.

Step 6: Be useful where your buyers talk

Threads on Reddit, Indie Hackers and niche forums show up among the sources AI answers cite. Answer questions in your field properly, mention your product only where it genuinely fits, and build a history on the account before posting about your own launch.

Step 7: Track the answers every week

Changes take time to show, and answers move from week to week even when you change nothing. Ask the same questions on a schedule and watch the share of answers that name you, not any single answer. That share shows whether the work is paying off and which questions still go to competitors.

CiteGaps does this for you: it asks ChatGPT, Gemini, Perplexity and Google's AI your buyers' questions every week, shows who gets named and cited instead, and drafts the comparison pages, FAQs and outreach that close each gap.

Questions

How long does it take for ChatGPT to start recommending my SaaS?

There is no fixed timeline. New pages have to be found and read, and directory listings can take weeks to be approved. Measure weekly from the start so you can see when it moves.

Do I need to rank first on Google?

No, but you need to be findable. ChatGPT search reads pages from the web, so a site that is not indexed or linked from anywhere is unlikely to be found.

Does an llms.txt file get my SaaS recommended?

Not on its own. It is a proposed convention that some tools read and others ignore. It is worth the few minutes it takes, after the steps above.