Sample audit report
This is a fictional, unverified example. Its business details, score, findings, and engine answers are static sample data; viewing it does not run or submit an audit.
Fictional example. Riverside Dental, the score, the answers, and every business name below are made up to show the report format. This is not an audit or a verified comparison. A real audit uses the business details you submit.
Sample report
Dental practice
- Engines surveyed
- 2
- Mentioned in
- 1 of 2
- Competitors ahead
- 3
What each AI engine says
“Riverside Dental appeared once in passing, listed without a description. The clearer recommendations were Lake Austin Family Dental and Bouldin Creek Dental.”
“When I asked about dentists near downtown Austin, three practices came up most often: Lake Austin Family Dental, Bouldin Creek Dental, and Hill Country Dental Arts. Riverside Dental did not surface.”
Findings in this example
- OpenAI mention
- Not mentioned
- NAP consistency
- Drifting
- Google Business Profile
- Incomplete
- Review volume
- Low
- LocalBusiness structured data
- Missing
- FAQ coverage
- Unknown
Other businesses in the fictional answers
Your prioritized action plan
Sorted by impactClaim or optimize your Google Business Profile
Your GBP is missing core fields (name, address, phone, hours, categories). OpenAI missed the business — fill those in first.
High impactAdd LocalBusiness structured data to your homepage
AI engines frequently ground answers in schema.org entities; a missing LocalBusiness block reduces your chance of being cited.
High impactFix NAP inconsistencies across the major directories
Name, address, or phone spelling drifts across the directories AI crawls. Engines down-weight listings whose signals disagree, so unify them before scaling content.
High impactLaunch a steady review-velocity program
Review volume is low; OpenAI cited review velocity as a factor when picking which businesses to recommend. A weekly cadence over the next quarter lifts the floor.
High impactPublish FAQ content targeting common AI queries in your category
Engines quote sources with structured FAQ blocks when answering dental practice questions. Mirroring that shape on the homepage and core service pages lifts citation odds.
Medium impactEarn explicit mentions in OpenAI
OpenAI did not surface the business in its answers. A targeted landing page, an inviting FAQ, and a steady review cadence are how each engine rewrites its answer set.
Medium impact
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