Sample AEO audit

What a Riley audit actually looks like.

audit the outcome · verify activation · prove it every Friday

This is a sample report for a fictitious practice. Your real audit runs on your real GBP + website data after signup, then Riley drafts the first proof path and marks activation gates before live work ships.

Aggregate AEO score

48/100

Sample report · Bayside Dental Co.

Generated: 2026-05-14

Headline. Six signals tracked. Four below category median, two above. The fastest path to citation lift is review velocity + FAQ depth, and Riley starts on both in week 1.

Signal · review-velocity

Review velocity

WEAK · 42

Finding

12 new reviews in last 90 days · category median 38 · response rate 31%

What Riley does

Activate Riley review reply (every review answered in 24h). Citation rates climb when AI engines see consistent recency + response.

Signal · schema

Structured data (schema)

OK · 58

Finding

LocalBusiness schema present but missing aggregateRating, geo, openingHours, and acceptedInsurance fields.

What Riley does

Riley auto-drafts a complete LocalBusiness + Dentist schema with your real review data and posts to your CMS for approval.

Signal · gbp-completeness

GBP completeness

OK · 71

Finding

Services list: 4 of 14 typical dental services. No Q&A populated. 9 of 12 amenity flags set.

What Riley does

Riley fills the missing services from your PMS treatment codes + drafts answers to 8 common patient questions.

Signal · faq-density

FAQ + content depth

WEAK · 28

Finding

Practice site has 3 FAQ items. AI engines cite practices with 12+ specific patient-question answers.

What Riley does

Riley generates 15 dental-vertical FAQ drafts (cost, insurance, sedation, after-hours, kids, etc.) for your approval.

Signal · citation-breadth

Citation breadth

OK · 64

Finding

Listed in 8 of the 14 directories AI engines reference. Missing: Healthgrades, ZocDoc, RateMDs, Wellness.com.

What Riley does

Riley flags missing directories and drafts the listing-claim outreach for you to send.

Signal · content-freshness

Content freshness

WEAK · 22

Finding

Last website content update: 287 days ago. AI engines deprioritize stale sites for recommendation queries.

What Riley does

Riley ships 2 to 4 fresh blog drafts/month tied to seasonal dental topics (back-to-school exams, holiday whitening, summer sports guards).

This is a sample. Your real audit uses your real GBP, your real website, and your real review data. The first audit creates an activation map: what can be drafted now, what needs OAuth, and what needs a human approval path before it ships.

Get your own audit.

Create the audit workspace, connect the sources you want reviewed, and Riley returns the first proof path with clear activation gates.