GEO for SaaS and B2B companies: how to appear when buyers ask AI for software and vendors

By Reckona AIUpdated 19 October 20264 min read

For software and B2B services, the shortlist is increasingly built in an assistant. Here is what helps a vendor get named and described correctly.

Key takeaway: B2B buyers now ask AI assistants for “best [category] software for [use case]” and “alternatives to [vendor]” before they book a demo. Assistants favour vendors with clear positioning, public pricing information, thorough documentation, honest comparison pages and third-party reviews. State what you do and do not do, and measure with unbranded buyer questions.

Say plainly what you are

Open your home and product pages with one clear sentence: what it is, who it is for and the problem it solves. Use the category name buyers use. Vague positioning is the most common reason a product is described wrongly or left out.

Pages assistants lean on

Use-case and industry pages that answer “best tool for [use case]”.
Integration pages listing each integration and what it does.
Pricing information that is public and specific. If pricing is custom, explain what drives it.
Comparison and alternatives pages that are fair, factual and say when a competitor is the better fit.
Documentation and a help centre that are crawlable and well structured.
Security and compliance pages that state facts plainly.

Third-party proof

Reviews on the software-review sites your buyers use, customer case studies you can link to, partner and marketplace listings, and independent mentions all give assistants something to corroborate. Encourage genuine reviews; never fabricate them.

Technical basics

Make sure AI crawlers can reach marketing and docs pages. See robots.txt for AI crawlers.
Render key content in HTML rather than only through scripts.
Add structured data such as Organisation, SoftwareApplication, FAQ and breadcrumbs that matches visible content.

Measure with unbranded questions

Test the questions buyers ask before they know you: category, use-case and “alternatives to” queries. Record whether you are named, how you are described and whether pricing and features are stated correctly. See how to build a prompt panel.

Frequently asked questions

How do SaaS companies get recommended by ChatGPT?

By positioning clearly, publishing use-case, integration, pricing and comparison content, keeping documentation crawlable, and earning third-party reviews and mentions. It cannot be guaranteed.

Should I publish comparison pages?

Yes, if they are fair and factual. Assistants quote balanced comparisons more readily than one-sided claims, and buyers trust them more.

Does hiding pricing hurt AI visibility?

It can. Assistants answer pricing questions from public information, so a clear explanation of pricing, or what drives it, reduces wrong or missing answers.

What should I measure?

Unbranded category and alternatives questions, whether you are named, and whether features, pricing and positioning are described accurately.

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