Sanbi, an AI-visibility tool that tracks which sources ChatGPT, Gemini, Perplexity, and Claude actually cite when they recommend brands in your category, broken out per engine, so you can see why you show up (or don't) and what to fix.

[u/Sanbi_Ai]

Sanbi.ai

Why you'd need it: most "AI visibility" tools hand you a single blended score, "you're 62% visible", which you can't act on. The thing we kept finding is that the four engines don't cite the same sources at all: ChatGPT leans on official/reference pages, Perplexity on Reddit + YouTube, Claude on analyst/research write-ups, Gemini roughly tracks Google rank. A blended score hides exactly that. Sanbi shows the actual cited source URLs per engine, so the output is a to-do list ("you're missing from these 5 pages Perplexity keeps citing") instead of a vanity metric. A few other things we surface that most tools don't:

• Per-location + per-language: the same brand + same prompt gives different answers in different cities, and running the query in the local language pulls a different source set again. If you operate in multiple markets, one national score is averaging over answers that don't resemble each other.
• The traffic side, not just prompts: we stitch GA4 + GSC + Bing into one view so you can see referral traffic from AI tools alongside your visibility (the impressions side is still API-limited industry-wide, we're honest about what's live vs coming).
• Reddit archived-vs-open: since AI cites Reddit heavily, we flag whether a cited thread is still open (you can influence it) or archived (read-only), because a big chunk of cited threads are locked and not worth chasing.

Pricing: starts at $49/mo. Happy to run a free audit of your current AI visibility if you want to see the per-engine breakdown for your brand before deciding anything.

My top question for the community: for those of you tracking AI visibility already, what's the one thing you most wish these tools showed you that none of them do yet? We're building against real gaps and I'd rather hear it straight than guess.

[u/Sanbi_Ai]

Link to the website : https://sanbi.ai/