Viclaro / About
About

Buyers are asking AI for recommendations.
Most businesses have no idea what it says.

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

What the dataset measures right now.

Every number below is live in NYC legal, the first fully-scanned metro.

93,202
AI responses
one API call each, since inception
29,566
Businesses ranked
distinct entities ever named
432,288
Total citations
name-mentions extracted
1,616
Distinct prompts
buyer questions asked
Two products, one engine

Public map. Private audit.

Public · free

Viclaro Atlas

Methodologically-versioned public rankings of how ChatGPT, Claude, Gemini, and Perplexity recommend businesses in each city and category. Every citation traces to a verbatim assistant response.

Browse rankings

For your firm

Viclaro Audit

A per-firm scan that probes the same four 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 works
Why this exists

SEO tools measure Google.
Nobody was measuring AI.

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. 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.

What we believe

Four commitments.

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.