A real audit, annotated
This is the actual audit RediForAI ran on Ranieu Family Dental in Vancouver, WA (October 9, 2026; 42 questions across 5 AI systems). Each section shows what the report contains, with a note on what it means and how an agency can walk a client through it. The PDF below is the white-label report your agency would deliver.
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AI Presence Score
54
Partially Visible
Ranieu Family Dental • Family Dentistry • Vancouver, WA • Live Sample Audit
What this means
One 0–100 summary. 70% comes from how AI systems actually answer (discovery, recognition, competition, content readiness); 30% from supporting site signals.
How to use it with your client
Present it as a baseline, not a grade. Agree on which number you will move first, then re-run the audit after the work to show the change.
Tier 1 — AI Presence Modules
weighted 70% of final scoreRanieu Family Dental was recommended in 3 of 30 live AI discovery queries, all by Perplexity (average rank 3). ChatGPT, Claude, Gemini, and Google AI Overviews did not name it in any of their 24 answers.
When asked directly, ChatGPT, Claude, Gemini, and Perplexity identified Ranieu Family Dental and described its services. Average entity confidence was 9.0 out of 10 across 12 entity questions, with no confusion detected.
Ranieu was named in 3 of 30 discovery queries; the top competitor was named in 6. Share of voice against the leading competitor: 33%.
Robots.txt does not block AI crawlers, and content has author attribution and dates. But no llms.txt, no FAQ/Q&A schema, and no citable facts (patient counts, years in business). Service pages average 485 words.
What this means
The gap is the story: AI knows who Ranieu is (Entity Recognition 90), but rarely recommends them when a buyer asks for a dentist (Live AI Query Testing 16). Only Perplexity did; four of five systems never named them.
How to use it with your client
Open the conversation here. The client isn't unknown; they're being passed over. That frames the work as earning recommendations, not building awareness from zero.
Tier 2 — Supporting Signals
weighted 30% of final scoreTechnical Foundations
Trust & Authority
Local Relevance
What this means
Site health, trust signals, and local relevance. Ranieu's foundations are solid (74–83), so the weakness is not the website's basics.
How to use it with your client
Use this to set expectations: you don't need a rebuild. The work is content and authority aimed at the questions buyers ask AI.
Live AI Responses (verbatim)
Every audit records the full, unedited response from each AI system it tests, so you can see exactly what each one said — and what it didn't. This audit tested ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Below are real excerpts.
Here are some well-regarded dentists in Vancouver, WA to consider: 1. Vancouver Family & Cosmetic Dentistry — Known for a broad range of services, including cosmetic work and family dentistry… 2. Smile Surfers Dentistry — Popular with families and kids… 3. Salmon Creek Family Dental — A solid choice for general dentistry, preventive care, and restorative work…
Here are some highly-regarded dental practices in Vancouver: 1. Cascade Dental Group — Multiple locations in Vancouver with excellent reviews for comprehensive family dentistry… 2. Vancouver Smiles Dentistry — Dr. Eric Dahlen and team have built a strong reputation for cosmetic and general dentistry… 3. Salmon Creek Family Dental…
Finding the "best" dentist can be subjective, as it often depends on your specific needs and preferences… here are a few highly-regarded dental practices: 1. Lacamas Dental Group — Known for their friendly staff, modern technology, and a wide range of services… 2. Evergreen Dental…
Here are several trusted Vancouver, WA dentists worth considering: - Cascade Dental — Rated 4.8 stars in available listings… - Ranieu Family Dental — A family-focused practice at 512 NE 81st St.; a good option for routine care and family appointments. - Vancouver Pacific Family Dentistry — Accepting new patients and advertises same-day emergency care…
Ranieu Family Dental in Vancouver, WA is a general and family dentistry practice that cares for patients of different ages, from routine preventive care to more involved restorative treatment. What they do: cleanings and checkups, fillings and crowns, root canal therapy, extractions, dental implants…
What this means
These are the answers word for word, not a summary or a model score. When asked directly, AI described Ranieu accurately; when asked for the best dentist, most systems named others.
How to use it with your client
Read one answer aloud in the meeting. Evidence the client can check themselves builds more trust than any score.
Competitive Share-of-Voice
These are the businesses AI kept recommending instead of yours — ranked by mention frequency across the test queries.
Salmon Creek Family Dental
named by Claude (5×) and ChatGPT (1×)
Vancouver Smiles Dentistry
named by Claude (3×) and Perplexity (3×)
Cascade Dental Group
named by Claude in 5 of its 6 answers
West Vancouver Dental
named by Perplexity (3×) and ChatGPT (2×)
What this means
The practices AI named most often across all 30 discovery questions — local names the client will recognize.
How to use it with your client
Ask what those practices publish that your client doesn't. It turns the audit into a concrete plan instead of a vague worry.
AI-Readiness Content Check
What this means
A checklist of on-site elements that make content easier for AI to read and quote. Each red item was missing at audit time.
How to use it with your client
Each red item is a scoped task you can quote. Start with the low-effort fixes.
Crawler Access Policy
robots.txt was found. It has only a wildcard rule (User-Agent: * — Disallow: /wp-admin/), so none of the 11 monitored AI crawlers is blocked. No crawler is named explicitly, and no silent blockers were detected.
Platform: Wordpress
WordPress renders server-side HTML — AI crawlers can read the content directly.
AI Crawler Roster (11 not blocked by the wildcard rule, 0 blocked)
What this means
Whether AI crawlers are allowed to read the site at all. If they're blocked, content work won't be seen.
How to use it with your client
A quick yes/no to settle first. Here nothing is blocked, so you can move straight to content.
Top Recommendations
What this means
The first items of the prioritized action plan, each tagged by impact, effort, and timeline.
How to use it with your client
Use impact and effort to agree on the first 30 days, then schedule a re-audit to measure the result. RediForAI does not guarantee AI placement; it shows what changed.