How to rank your SaaS in AI search tools like ChatGPT and Gemini

Executive overview

Half of B2B SaaS buyers now start product research in AI tools instead of Google. If your brand isn't showing up, a competitor's will. Three steps close the gap: clean up your own site so LLMs can train on it accurately, ensure third-party sources describe you consistently, and publish honest comparison pages that AI tools cite directly.

Control your site's narrative first — everything else depends on what LLMs find there.

Step 1: Optimise your SaaS site for AI search

• Your website is the only AI training source you fully control — prioritise it before external factors.
• Structure pages in chunks: each section covers one clear idea and should be readable in isolation.
• Test chunks by removing a single section — if it still makes sense standalone, the structure works.
• Avoid hyped marketing copy ("redefining the CRM category"); be explicit about what the product does.
• Publish dedicated pages for your product features, ideal customer, and use cases.
• Without clear on-site content, LLMs fill gaps from Reddit speculation, outdated reviews, and competitor inferences.

Step 2: Show up in key sources that AI models train on

• Search for your brand as a customer would (e.g. "[brand] reviews", "[brand] pricing", "[brand] alternatives") to surface the pages LLMs prefer.
• Check key platforms: Crunchbase, G2, Product Hunt, and similar review or directory sites.
• Goal is consistency, not praise — all sources should describe what you do in roughly the same way.
• Verify: profile is complete, categories are accurate, feature list reflects the current product, pricing is up to date.
• Contradictions across sources make LLMs reluctant to include your brand in answers.
• Update the profiles you control; you can't rewrite the internet, but you can fix your own listings.

Step 3: Create comparison and alternative pages

• AI tools sometimes cite your own site directly — detailed comparison pages earn those citations.
• Identify competitors customers mention on sales calls and in reviews, then build pages around them.
• Page types to create: "[your product] vs [competitor]", "alternatives to [your product]", "best tools for [use case]".
• Be honest and objective — if a competitor has a feature you lack, say so; it makes the content credible for LLMs.
• Include thorough comparison tables; LLMs respond well to structured, scannable data.
• Ranking yourself lower than number one on a "best tools" list is fine if it's accurate — credibility matters more.