Why SaaS teams pick us
By 2027, a meaningful slice of category research happens inside an AI chat before any click ever reaches your site. Your competitor's blog post may be ranking 1 on Google and still losing the conversation because the AI answer cites somebody else. Classic SEO tools can't see that. We do.
Tracking the buyer's prompts
The buyer asks 5 to 7 questions in sequence. "What's the best [X] for [use case]?" "Is [you] or [competitor] better?" "What does [competitor] integrate with?" Track all of them as prompts. We scan each one daily across every engine and store the raw response.
Pattern
The growth loop
Step 01
Import 25-50 category prompts and connect GSC. Baseline lands in 24h.
Step 02
Sort prompts by competitor share of voice. The lowest-SOV high-volume prompts go to the top of the content backlog.
Step 03
Ship docs, comparison pages, and changelog posts that target the exact citation patterns winning today.
Step 04
Watch citation rate climb. Wire the citation_added webhook to Slack so growth knows the second a new engine starts citing you.
Where this fits in your stack
Use Ahrefs or Semrush for backlink research, GSC for click data, PostHog for product analytics. Use RankTracker as the visibility layer that ties it together: AI citation movements correlated with GSC clicks correlated with downstream signups. Most SaaS customers ETL our API into their warehouse and join it themselves.