For SaaS & ecommerce
Track AI mentions for your product.
Buyers don't ask Google any more. They ask ChatGPT 'what's the best alternative to X' and pick from the shortlist. Find out if your product makes it on.
What’s happening
AI quietly picks who gets the work.
Comparison and 'alternative to' queries are quietly the highest-intent moment in the funnel, and they've moved off Google. Buyers now ask Claude or ChatGPT 'what should I use instead of Mailchimp' and get a curated answer with three or four names.
Most SaaS companies have no visibility into this. You can see your G2 score and your Search Console data, but you can't see which products the chatbots are recommending against you, let alone whether your product is even on the list.
Every Monday we read the actual evaluation questions your buyers type into AI, name the competitors that keep getting cited, and tell you which review sites, comparison directories and content gaps to fix to get into the shortlist.
Real prompts we test
The exact questions your buyers type.
Not SEO keywords. The way a real person actually asks a chatbot when they need to find someone like you.
- “best alternative to ahrefs for a small team”
- “what's the cheapest crm for a 5-person agency”
- “is fathom analytics any good or should i stick with ga4”
- “best shopify replacement for a low-volume store”
- “what do people use instead of zapier these days”
What you get
Same product. Tuned for your work.
Every plan ships the same complete read, the same Monday morning, with the same fix list.
See pricing- 20 buyer-intent prompts (alternatives, comparisons, reviews) tested across 4 AI models every week
- See exactly which competitors get cited, broken down by query type and model
- Spot which review aggregators (G2, Capterra, Product Hunt, TrustRadius) AI keeps quoting, and prioritise getting better-placed there
- Per-prompt rank tracking so you can show ROI on positioning + content moves
- Plain-English fix list, no analyst translation required
- Share read-only links with founders, marketers or investors without paying for extra seats
Common questions
Frequently asked
- Is this generative engine optimization (GEO)?
- Yes. GEO and AEO (answer engine optimization) are the same idea: making sure AI search engines name your product when buyers ask. We measure where you currently sit and what to fix each week.
- Which AI search engines do you cover?
- ChatGPT, Claude, Gemini and Perplexity. We don't cover Bing AI separately because most prompts that flow through it also surface in ChatGPT given the upstream models overlap.
- Do you handle multi-product SaaS companies?
- Best fit is one product per project, since the 20 prompts auto-generate from your homepage. If you have two distinct products, run them as separate projects under the Growth or Agency plan.
- What's the difference between this and tracking branded search?
- Branded search tells you who's actively looking for your name. AI mention tracking tells you who's getting picked by chatbots when buyers ask generically ('best alternative to X', 'cheapest CRM'), which is far higher intent for new acquisition.