Measure
AI recommendation audit
Benchmark your business against the local competitors ChatGPT, Claude, Gemini, and Perplexity recommend. Leave with the most important gaps and a prioritized website brief.
Implement
Website upgrade sprint
Turn the audit into reviewed, supportable page copy and structured website changes, then coordinate publication with your team or existing web partner.
Monitor
Ongoing market intelligence
Re-run the market on a defined cadence, track recommendation and competitor movement, and identify the next questions or pages worth improving.
Scope and pricing depend on the metro, category, number of buyer questions, and implementation depth.
Legal, medical, and selected local-service markets
Tell us which local market you need to understand.
We will scope the buyer questions, named competitors, website coverage, and implementation responsibility before quoting the engagement. Every project is grounded in the same versioned measurement engine that powers Viclaro Atlas.
Scope an engagementFrequently asked questions
What does an audit actually cover?
We define the local buyer questions that matter, sample ChatGPT, Claude, Gemini, and Perplexity, identify which competitors each assistant recommends, and compare their cited evidence with your website. The engagement ends with a prioritized set of gaps, recommended upgrades, and the agreed implementation deliverables.
How is this different from an SEO tool?
SEO tools measure Google rank. Viclaro measures whether your page is cited as the answer when a buyer asks an AI assistant directly. The two scores diverge often — a #1 Google rank doesn't guarantee a ChatGPT citation, because assistants quote pages with direct, scannable answer paragraphs, not pages that are technically optimized. The fix is usually one or two new H2-and-paragraph sections, not a sitewide overhaul.
Will Viclaro make AI cite me?
No one controls ChatGPT or Claude directly — the assistants quote whatever they index. What we control is the content they read. Viclaro tells you exactly what to publish so assistants have something worth quoting. Once you ship the answer blocks we draft, the four assistants typically pick up the new content within 2–4 weeks of indexing. Re-run the same prompt deck after that window and the citation-rate delta is your receipt.
Can Viclaro monitor the market after implementation?
Yes. Ongoing engagements re-run an agreed set of buyer questions on a defined cadence and report changes in your recommendations, cited competitors, and assistant-level results. Monitoring scope depends on the size and volatility of the market.
Why multi-sample probes per prompt?
AI assistants are non-deterministic — ask the same prompt twice and you can get different answers. A single check is a coin flip. We sample each prompt 10–30× per provider so the citation rate is a stable number with a confidence interval, not a one-off snapshot. That's also why the before / after delta is a real receipt: the variance is bounded.
Can I see how the methodology works?
Yes — the live Viclaro Atlas markets use the same measurement engine that powers private audits. The public methodology explains sampling, confidence intervals, intent buckets, and versioning.
How is an engagement priced?
We quote after confirming the metro, category, buyer-question coverage, competitor set, number of website pages, and whether Viclaro is diagnosing, writing, implementing, or monitoring. You will receive a defined scope before work begins.
Stop guessing whether AI cites you.
Start with a market check, then talk with us about the audit or website upgrades your business needs.