About
Viclaro is two products that share one dataset: a public Atlas of how AI cites businesses across cities and categories, and a per-firm audit that shows you exactly what to publish to win the citations you're losing.
Atlas footprint
Every number below is what the dataset measures right now in NYC legal — the only fully-scanned metro so far.
4,870
AI responses analyzed
689
Distinct buyer questions tested
4
AI assistants compared
10,788
Named-business citations extracted
Public · free
Methodologically-versioned public rankings of how ChatGPT, Claude, Gemini, and Perplexity recommend businesses in each city × category. Every citation traces to a verbatim AI response. Updated monthly.
Browse rankingsFor your firm
A per-firm scan that probes the same four AI assistants on the buyer questions you most want to win — then tells you the exact paragraphs and structured-data blocks to add so AI starts citing you. Re-run to prove the fix moved your rank.
See how it worksWhy this exists
ChatGPT, Claude, Gemini, and Perplexity now answer questions that used to be Google searches. They quote some businesses by name and skip the rest. Analytics tools count traffic; SEO tools count keywords; review tools count stars — but none of them ask the four AI assistants 100 buyer-style questions and report who got named. Viclaro does. The Atlas publishes the public version; the audit shows you what to change about your specific site to move your rank.
If AI assistants can't cite you, you're invisible to a growing share of buyers.
Measurement must be reproducible — same questions, same numbers, every time.
A diagnosis is only useful if it ends with something you can publish today.
Improvement must be proven — same questions, before and after, with receipts.