The SaaS discovery shift
of software evaluation journeys now include an AI consultation step before visiting vendor websites.
better trial sign-up conversion from AI-assisted product discovery vs traditional organic search traffic.
growth in "best [software category]" queries across AI engines year-over-year in 2025.
Why most SaaS brands lose in AI
G2, Capterra, and Trustpilot own category queries in AI responses. Your brand's direct voice gets filtered through aggregator layers — leaving you invisible even if you have stellar reviews.
"Alternative to [competitor]" queries are one of the highest-intent acquisition channels in SaaS — yet almost no brands optimise for them in AI. You're missing the easiest wins in the space.
Buyers use AI to compare features, pricing, and integrations. Most SaaS sites lack the structured, entity-rich content AI needs to cite your specific capabilities with accuracy.
Our approach
Map your product category, sub-categories, and competitor landscape in AI engines — finding every query where you should appear but don't.
Build a full suite of alternative-to pages targeting competitor displacement queries — capturing buyers actively looking to switch to a product like yours.
Create structured, entity-rich content around every feature, integration, and use case — so AI has the signal depth to recommend you for specific buyer needs.
Systematically target the queries currently owned by review sites and aggregators — taking citation share directly from G2, Capterra, and competitor brand pages.
What we actually do
Whether you're PLG or SLG, early-stage or scaling, AI citation is now the top-of-funnel channel you can't afford to ignore. We build the exact signals AI needs to recommend your product in every relevant conversation.
Organic growth impact
Queries you should own
Every one of these searches is happening right now. The only question is whether AI names your product or sends those buyers to your competitor. We make sure it's yours.
Get a free GEO audit and discover exactly which AI queries your product should be winning — with a clear roadmap to get there.