AI-search visitors sign up at many times the rate of organic visitors. The answers come from comparison pages, docs, and the sources AI trusts. See yours.
Questions we test, for example: “best CRM for a 5-person sales team” · “alternatives to Calendly for agencies” · “does Notion integrate with Slack”
Whether AI names them for 'best X for Y' and 'alternatives to competitor' questions, and the comparison pages that fix it.
Ahrefs' own data: AI-search visitors sign up at many times the organic rate. A SaaS comparison page cited by Perplexity within two weeks.
"We already have SEO content." AI engines cite comparison and alternatives pages structured for them. Most SaaS sites have neither in the buyer's words.
An alternatives page, a versus page per top competitor, pricing and integrations pages structured for AI, SoftwareApplication and FAQ schema, docs llms.txt, and a weekly share-of-answer report.
Comparison and alternatives pages
Pricing and integration pages structured for AI
SoftwareApplication and FAQ schema
Docs structure and llms.txt
Real figures, with sources. These are the numbers store owners and service businesses are living through right now.
An engine names a business when a page answers the buyer's question, the page is readable and structured, and other sites back it up. We supply the first two and show you the third.
Questions written the way people type them into AI. Four engines today, eight soon. Who gets named, who doesn't, and which competitors take your spot.
Labels AI can read, an FAQ in the buyer's words, a comparison page, a summary file for AI crawlers. Built only from your own site. Unsupported claims are dropped.
Answers change weekly. The report shows which questions flipped, what was fixed, and what's next. Cancel any time; the pages stay yours.
Same scan, same fixes, same weekly proof. Each page speaks your customers' language.
Trackers charge $29 to $79 to tell you you're invisible. Fixing it elsewhere starts at $129. Founding price locked for the first 1,000 customers.
SaaS and B2B software: $79 a month, founder tier $29 pre-revenue.