Guide
Published · By Shoaib Mustaque· 6-minute read
For a SaaS company, GEO means being named when a buyer asks an assistant for the best tool for a job, a comparison of two products, or how to do something your product does. Five steps: map the prompts, make the product retrievable, publish pages written to be quoted, earn the listings engines cite, and report what sales can use.
Why SaaS
SaaS evaluation is research in text: features, integrations, pricing, comparisons, migration effort. Those are the questions an assistant answers in one response with a shortlist. A buyer who asks ChatGPT for “the best CRM for a 20-person agency in India” gets five names and sees no results page. If you are not one of the five, you are not evaluated.
| Prompt type | Example | What the answer needs from you |
|---|---|---|
| Category | “Best project management tool for agencies” | A clear category statement on your site and presence on the lists engines cite |
| Comparison | “Asana vs Monday for a 30-person team” | An honest comparison page with a table, and third-party comparisons that include you |
| Alternatives | “Alternatives to HubSpot under $50 a month” | A public price and a page that states who you are for and not for |
| How-to | “How do I sync Stripe invoices to QuickBooks?” | Documentation that answers the task in the HTML, with the product named |
| Fit | “Is X GDPR compliant? Does X have an API?” | A plain facts page: security, compliance, API, integrations, with dates |
Step one
A prompt map is the 50–150 questions your buyers ask assistants, grouped by the five types above, with a record of what each engine answers and who it cites. Build it from sales calls, support tickets and your search data, then run every prompt on ChatGPT, Gemini, Perplexity and Claude and screenshot the answers. That baseline is the engagement's yardstick.
Ask sales for the ten questions every prospect asks. Pull the top 50 support searches. Export the questions people already type into Google to find you.
Sort into category, comparison, alternatives, how-to and fit. Most SaaS maps are heavy on comparison and how-to.
Each prompt, each engine, same week. Record the names mentioned, the pages cited, and whether your description is accurate.
A comparison prompt with your main competitor is worth more than a generic category prompt. Decide where the first three months of effort go.
Step two
SaaS sites fail retrievability in predictable ways: documentation rendered only in the browser, a pricing page that says “contact sales”, a help centre on a subdomain that blocks crawlers, and a marketing site that has never been submitted to Bing. Each one removes something an engine would otherwise quote. Fix these before writing anything new.
Step three
The pages that get quoted are the ones that answer a buyer's question in the first paragraph with numbers. For SaaS that means honest comparison pages with a table, integration how-tos that name the steps, a facts page for security and compliance, and one original data piece a quarter. Statistics and citations measurably help; the research is below.
“X vs Y” with a table of eight to twelve rows, and a sentence on when Y is the better choice. A page that wins every row is not quoted, because it is not believed.
One task per page, the steps numbered, screenshots with alt text, the time it takes. These win the how-to prompts and the Perplexity citations fastest.
Security, compliance, data residency, API, uptime, support hours, pricing. One place, dated, no adjectives. This is the page an assistant uses to answer “Is X compliant with…”.
A benchmark from your own product data, with method and date. Engines cite numbers; your competitors cannot copy yours.
Google's guidance on helpful content asks for accurate bylines. The 2023 GEO paper found adding citations and statistics raised a source's share of the answer by 30–40 percent; keyword stuffing did nothing.
Step four
In our tracking, assistants answering category and alternatives prompts cite third-party pages far more than vendor sites: software directories, review sites, comparison articles, community threads. Your own site cannot win “best tool” prompts alone. The prompt map tells you which pages are cited for your category; the work is to be present, accurate and reviewed on each of them.
This is the slowest workstream and the one that decides competitive prompts. Expect six to twelve months for “best X” prompts in a crowded category, and expect no shortcut that survives the next model update.
Step five
Report four numbers monthly, each with a screenshot: prompts where you are named, by engine; share of answer against your three named competitors; whether your description is accurate; and sessions referred by AI engines in GA4. Sales can use the first two in calls. Rankings and “AI visibility scores” from tools are not among the four.
| When | What is usually true |
|---|---|
| Weeks 1–2 | Prompt map and baseline screenshots; Bing indexing, crawler access and rendering fixed |
| Weeks 2–6 | Facts page and first comparison pages live; first Perplexity citations for how-to prompts |
| Weeks 3–8 | First ChatGPT citations for how-to and fit prompts as Bing re-crawls |
| Months 2–4 | Consistent citations for long-tail comparison prompts; directory profiles complete; description accurate across engines |
| Months 6–12 | Named in category and alternatives prompts as third-party mentions accumulate |
None of this is guaranteed, and a SaaS company with a new category or a crowded one should expect the slow end. The free AI visibility audit runs the first 50 prompts for you and shows where you stand.
Sources
Every factual claim above about how an engine works, or about what a company publishes, links to the source it came from. Each URL was opened and checked on the date shown at the top of this guide. If a source later changes or disappears, the claim should be re-checked, not assumed.
Keep reading
The free audit runs your category's prompts on ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews and shows who each engine cites today. Five working days, screenshots included.