Free AI Visibility Audit

When people ask AI who to call, what does it say about you?

Run a free audit of the public signals AI assistants tend to rely on. See your visibility score, the narratives that could hurt you, and the footprint to build next.

ReviewsReddit & forumsDirectoriesMaps
No card required · ~60 sec scan · Full report free
AI assistant

Best family dentist near me?

Simulated
The report you get

See exactly how AI sees your business.

A scored diagnostic across seven dimensions, how you stack up against the competitors AI already trusts, the narratives that could hurt you, and a 250-piece roadmap to fix it. Every finding is sourced. Free.

prospectorlocal.com / report
AI Visibility Report

Lakeside Family Dental

Austin, TX · Generated today

17 sources cited
0
/ 100
AI Visibility Score

Strong reviews, but a thin authority footprint outside Google keeps AI answers inconsistent.

Confidence
Medium
Data depth
Moderate
Trend
Improving
AI Visibility Scorecard
Search visibility7/10
Reputation strength8/10
Third-party validation5/10
Community discussion6/10
Competitor comparison6/10
Content depth5/10
AI recommendation readiness7/10
vs. competitors AI trusts
Bright Smile Dental
High84
Cedar Park Dental
High78
Lakeside Family Dental (you)
Medium71
Hill Country Dental
Mod62

Two rivals outrank you because AI finds them across more trusted sources, not because they're better.

Sentiment breakdown
Positive64%
Neutral24%
Negative12%
Where AI looks (source mix)
Google Business32
Reviews22
Directories16
Community12
Owned / site11
Press7
LikelyInvisible on major third-party review sites
Why it matters

AI leans on diverse, independent sources to verify a business. A thin third-party footprint lowers its confidence to recommend you.

The fix

Claim and grow Yelp, BBB, and directory profiles. Route your happy customers there to broaden the proof AI can find.

The AI summary test

“Lakeside Family Dental is generally well regarded for gentle care and a modern office, though a few mentions question evening availability. Public detail beyond Google is limited.”

Simulated assistant response · not a guarantee of any model's output
The shift

Your next customer may ask AI who to hire.

AI assistants increasingly answer recommendation questions from public signals: reviews, forums, directories, and what your site does (or does not) say. Old complaints and thin content quietly shape the story.

71%of local searches now surface an AI-generated answer first.
1 of 3recommendation prompts name a specific business by name.
0control you have over which signals get cited about you.
Inside your report

Everything AI sees, and what to do about it.

AI VISIBILITY SCORE

A score across 7 dimensions

Search visibility, reputation, third-party validation, community presence, competitor comparison, content depth, and AI-recommendation readiness.

THE AI SUMMARY TEST

What AI would actually say

A simulated answer showing how an assistant would describe your business today, built only from what it can find.

NARRATIVE RISK

What could hurt you

The claims and gaps that stick in AI answers, why a model would repeat them, and exactly how to counter each one.

COMPETITOR AI-TRUST

Who AI recommends instead

How you stack up against the local rivals AI already trusts, and the reason they win the recommendation.

250 AUTHORITY ROADMAP

The footprint to build

A 250-piece plan across owned, professional, community, and third-party sources, with the first pieces to write.

EVERY FINDING SOURCED

Receipts, not guesses

Each insight is backed by a real citation you can open and verify, so you can act with confidence.

01

Find your business

Search and confirm your Google Business Profile, or enter it by hand.

02

We scan the signals

We gather the public sources AI tends to rely on and run an AI summary test.

03

Get your report

A scored diagnostic plus a 250 Authority Roadmap, free, in about a minute.

Your signal, mapped

See the web of signals AI reads about you.

Free, no card required. You get the full 7-dimension report and the 250 Authority Roadmap to act on it — in about a minute.

This audit analyzes publicly discoverable signals and generates a practical visibility roadmap. It is not a guarantee of how any specific AI model will answer, and it does not place your business into any model. AI systems decide what to cite based on factors outside anyone's direct control.