AI Search Ranking Tracker
See where you rank in ChatGPT, Claude, Gemini & Perplexity.
Viclaro is the AI search ranking tracker that measures how the four major AI assistants recommend your business — with public leaderboards, per-firm audits, prioritized editorial gap analysis, and before/after re-runs on the same prompt set to measure movement.
Free single-prompt scan across all four assistants. No signup.
Everything an AI search ranking tracker should do.
Four capabilities separate a real tracker from a monitoring dashboard.
1. Track
All four AI assistants, sampled honestly.
ChatGPT, Claude, Gemini, and Perplexity — with the completed opportunity count for each assistant published on every snapshot. Every response mention rate carries a Wilson 95% confidence interval.
2. Rank
Public leaderboards, not a private dashboard.
Viclaro Atlas publishes ranking snapshots for the whole category — every firm named by ChatGPT, Claude, Gemini, or Perplexity in a city × category — with sample size, tier labels, and methodology version.
3. Diagnose
Prioritized editorial gaps, not vague advice.
Every audit surfaces the specific prompts where competitors are cited and you aren't, the pages those competitors used, and the editorial pattern that appears to have earned the citation — ranked by opportunity size. Your team decides what to publish.
4. Measure
Same prompt set, matched sample size, delta measured.
Once you've published your changes, Viclaro re-runs the exact same prompt set against the exact same assistants. Before/after citation-rate delta is what we report — with confidence intervals, not a causal claim about any single change.
The methodology stack
Why Viclaro's numbers survive scrutiny.
- Two-layer prompt sets. A ranking layer (structured buyer prompts, sampled heavily) and an editorial layer (crisis / advice / learning prompts where naming firms is inappropriate). Separates real recommendation behavior from noise.
- Versioned prompt sets. Every snapshot carries a prompt-set version identifier. When the methodology evolves, historical snapshots stay reproducible.
- Wilson 95% confidence intervals. Standard for small-sample proportions. Wide interval = "trust this less"; narrow interval = "reliable at this sample size."
- Tier labels. "Consensus" firms have statistically meaningful share; "mid" is real but noisy; "sample-limited" flags results too small to trust. No fake precision.
- Peer classification. Named firms are matched against a lead database so citations aggregate across name variants and legal suffixes.
Who uses Viclaro.
Service firms
Law firms, medical practices, boutique consultancies — the buyers ask AI assistants before they call.
Mid-market brands
Category leaders and challengers that need public-ranking credibility and paste-ready fix copy, not an enterprise dashboard.
Marketing operators
Content leads and CMO's who want the number to move this quarter, then re-run proof to defend the budget.
Alternatives worth comparing.
Frequently asked.
What is an AI search ranking tracker?
A tool that measures how often AI assistants — ChatGPT, Claude, Gemini, and Perplexity — name each business when buyers ask for recommendations. Real trackers sample each prompt many times (AI generation is stochastic), publish confidence intervals, and let you compare against your competitor set.
How does Viclaro track AI search rankings?
Buyer-style prompts, repeat samples across all four AI assistants, Wilson 95% confidence intervals on every share, and a versioned methodology so snapshots stay reproducible over time. Full protocol at Atlas methodology.
Is there a free version?
Yes. Viclaro Atlas is free to read. A free single-prompt scan lets any business test one buyer prompt across all four AI assistants. Paid tiers unlock full audits, monitoring, and per-firm dashboards.
How is AI search ranking different from SEO?
SEO ranks pages in a list. AI search ranking measures citation frequency in generated answers. A firm can hold Google position #1 and be named by zero AI assistants — the retrieval unit shifts from page to sentence.
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