Features

See what AI says about you. Get the copy to fix it. Prove it worked.

Two products on one measurement engine: the public Atlas ranks how AI cites businesses in each city × category; the per-firm audit tells you exactly what to publish on your site to win the citations you're losing.

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Public · free

Viclaro Atlas

Methodologically-versioned public rankings of how four AI assistants recommend businesses in each city + category. Reproducible. Citable. Updated monthly.

What you see on every Atlas page

• Top-25 ranking + every ranked firm beneath it, with citation counts
• Per-AI breakdown — see which firms ChatGPT, Claude, Gemini, or Perplexity disagree on
• Editorial layer — verbatim AI responses showing how buyers get talked to in crisis, advice, and validation states
• Permanent snapshot identifiers so press, analysts, and partners can cite the exact dataset

Attorney leaderboards (legal verticals)

• Named individuals AI cites alongside firm rankings
• Raw citation counts, with which AI assistants named them
• Linked to the firm leaderboard for cross-reference

See an example — NYC Divorce & Family Law

For your firm specifically

The audit

Atlas measures the whole market. The audit measures your site, your competitors, and gives you the paragraph to add so AI starts citing you on the questions that matter to your buyers.

See exactly which buyer questions you win and lose.

Not vague scores. Real buyer questions, sorted by whether AI picks you or skips you.

Questions you are winning

Questions on the edge

Questions AI skips you for

Track real change, not vibes.

Publish one fix. Re-run the campaign with the same questions. See the difference.

Viclaro compares

• Same questions, different dates — so you can see what moved
• Which answers improved, which stayed flat, which dropped
• Results broken down by AI assistant (ChatGPT, Claude, Gemini, Perplexity)

So you can point to exactly what moved and why.

Find out why AI is skipping you.

It is usually not bad content — it is content that does not directly answer what buyers ask.

Viclaro isolates where

• Your positioning uses industry jargon instead of buyer language
• The answer to "is it worth it?" is implied but never stated
• Competitors publish proof (case studies, metrics) that you do not

So you fix answerability, not "add more keywords."

See how AI reads your page.

Find out what AI assistants understand about you, what they get wrong, and where they have nothing to quote.

What AI understood correctly

What AI got wrong about you

What AI had nothing to quote

If AI can't understand your page, it can't recommend you.

Know exactly why AI left you out.

Every missed question comes with the reason AI skipped you and what to change.

Every run captures

• Which buyer questions you win or lose
• Why AI skips you for specific questions
• What proof or signals are missing from your page

So you stop guessing and start fixing.

Always know your next move.

No 27-item dump of per-competitor checklists. One ranked list of 5–7 paste-ready fixes per buyer prompt, deduplicated across every cited peer and calibrated to who you can realistically outrank.

You get

• A ranked list of 5–7 fixes per prompt, deduplicated across every cited competitor
• Each fix is the exact paragraph to publish — calibrated to peer type (we don't tell you to outrank LinkedIn)
• Re-run after publishing to prove which fix actually moved the citation rate

Every run is saved so impact is provable, not anecdotal.

Questions tested

Full AI responses

Before/after comparison