§ I — The Question

Does AI recommend your
Business?

Your future guests aren't Googling. They're asking ChatGPT. We tell you if it recommends you.

* No sign-up. No subscription. No card required.

§ II — Live Benchmarks

Anonymized scores. Real businesses. Measured this week.

A sample of recent audits across tiers and categories — names withheld for privacy. The number is each property's AI Visibility Score on a 0–100 scale. Your score will land somewhere on this distribution.

94Visibility

Luxury Palace Hotel

Paris · 1st arrondissement

T4 · Luxury Hotel
Peer cluster avg81
89Visibility

Three-Star Fine Dining

New York · Midtown

T4 · Fine Dining
Peer cluster avg76
73Visibility

Upscale Mediterranean

Barcelona · Eixample

T3 · Upscale Restaurant
Peer cluster avg64
67Visibility

Casual Pasta Restaurant

London · Borough Market

T1 · Casual Restaurant
Peer cluster avg58
61Visibility

Boutique Design Hotel

Copenhagen · Vesterbro

T3 · Upscale Hotel
Peer cluster avg59
51Visibility

Modern Anatolian

Istanbul · Beyoğlu

T2 · Casual Restaurant
Peer cluster avg56
48Visibility

Ramen House

Tokyo · Shinjuku

T2 · Casual Restaurant
Peer cluster avg58
38Visibility

Budget Hotel Chain

London · South Bank

T1 · Budget Hotel
Peer cluster avg32
29Visibility

Neighborhood Wine Bar

Berlin · Kreuzberg

T2 · Wine Bar
Peer cluster avg41
22Visibility

Business Hotel

Frankfurt · City North

T2 · Business Hotel
Peer cluster avg35
§ III — The Shift

The Search Engine era is ending. The Recommendation era has begun.


Every day, millions of high-intent customers bypass Google's blue links in favor of LLM assistants. ChatGPT, Gemini, and Claude don't return ten options — they synthesize a single confident recommendation drawn from billions of data points and probabilistic weights you can neither inspect nor influence directly.

If your restaurant or hotel doesn't fit the latent patterns those models have absorbed, you don't appear in their first answer. You don't appear in the second either. You quietly cease to exist for a growing share of your market.

Score My Business measures, with verifiable data, how often you do appear — and provides the specific actions that move the number. Read the full methodology →

§ IV — How People Ask

Real questions. Real answers. Captured live.

Customers don't search for "best Italian restaurant Borough Market" anymore. They ask in plain language — and AI answers with three or four specific names. Here's what that looks like.

ChatGPT · Paid Tier
I'm in London tomorrow night with my girlfriend — somewhere romantic but not too fussy. Italian or French ideally. Around £80 a head.
For romantic-but-not-fussy at that range, three picks I'd consider: Padella in Borough Market — fresh pasta, walk-in, intimate. Bistrot Pierre for a candlelit French evening. Hawksmoor Seven Dials if you'd rather lean into a steakhouse classic. Padella has the most charm at the price; book Hawksmoor if you want a guaranteed table.

Captured · 2026-04-30 · EU Origin

Gemini · Paid Tier
Need a hotel in Paris near the Louvre — design-forward, around €450 a night, walking distance to museums.
Around the Louvre at €450 with a design-forward bias, three I'd recommend: Hôtel des Grands Boulevards for an art-deco palette and a courtyard restaurant. Grand Hôtel du Palais Royal is steps from the museum and the Tuileries. Maison Bréguet if you'll wander slightly east — quieter, more design-led, often better value.

Captured · 2026-04-30 · EU Origin

The bolded names are visible AI mentions — those businesses are benefiting from AI visibility today. Score My Business measures, exactly and verbatim, how often your business appears in answers like these.

§ V — The Invisible Gap

ChatGPT Plus subscribers see different
recommendations than free users.

We're the only audit that measures both tiers, side by side.

████████████████░░░░ 77%

███████████░░░░░░░░░ 55%

A 22-point gap. Paid subscribers are 12% of consumers but spend 4× per visit.


A second gap · Local vs international

█████████████░░░░░░░ 67%

██████████░░░░░░░░░░ 48%

A 19-point gap. Tourists planning from abroad see fewer mentions of you than locals do — even though they spend more per stay.


Two gaps. Both proprietary measurements no one else builds.

Paid-vs-free is your moat with high-value customers. Local-vs-tourist is your ceiling with international demand. We measure both side by side.

§ VI — How It Works

From business name to PDF audit, in three steps.

01

You give us your business name

We pull your Google Business Profile and confirm. Takes 30 seconds. Your name, address, neighborhood, and (for restaurants) cuisine descriptor become the slot data the scan uses.

02

We run thousands of AI scans on your business

Up to 6,500+ AI scans on a Full Audit, and 950+ even at Standard tier — across every major AI assistant your customers use. Every response is captured, audited, and retained for verification. The exact composition is our methodology; the result is a transparent score you can audit.

03

You get a PDF audit, email-delivered

Editorially designed. Your visibility score, intent breakdown, verbatim AI quotes, peer-cluster comparison, and 8–24 specific actions ranked by expected score lift, effort, and confidence. Delivered in under 24 hours — typically in under 5 minutes.

§ VII — The Deliverable

What a Detailed audit looks like.

Designed to be read like a magazine feature — not a dashboard report. Every page communicates one decision-grade insight.

Page 1 · Cover
AI Visibility Report
Restaurant A
ISTANBUL
Page 2 · Summary
67
VISIBILITY
Range 58–76
Page 5 · Peers
A67
B62
C49
D33
E71
F26
Page 8 · AI Quote
"Among the standouts in modern Anatolian dining, Restaurant A and Mikla represent..."
ChatGPT paid · 2026-04-30
Page 14 · Action 01
Add English Google Business Profile description
+6 to +9 points
10 minutes effort
HIGH confidence
Page 17 · Methodology
Scans · 2,500+
Profiles · 2
Confidence · ±5
Effective · ~95%
Origin · EU

View the full sample report →

§ VIII — What We Measure

Eight customer intents. Eight scores. One number.

We run up to 6,500+ scans across the 8 intents AI users have when they ask for a recommendation. Each intent gets its own score — and a clear view of the gap to your peer cluster.

"Best Anatolian restaurants in Istanbul" / "top luxury hotels in Paris"

"Where to eat ramen in Tokyo" / "hotels with rooftop pool in Dubai"

"Restaurants near Hagia Sophia" / "hotels walking distance to St. Pancras"

"First-date restaurants" / "honeymoon hotels" / "business lunch spots"

"Vegan-friendly restaurants" / "hotels with airport transfer"

"Wheelchair accessible" / "kid-friendly" / "pet-friendly" / "parking"

"Rooftop with view" / "intimate setting" / "design-forward" / "historic"

"Michelin-starred" / "Bib Gourmand" / "Forbes 5-star" / "Travelers' Choice"

Each score is computed against your 3–8 closest AI-perceived peers.

Example hotel — 8-intent visibility radar Spider chart showing one hotel's score across 8 customer intents, overlaid with peer-cluster averages. Comparison Amenities Location Occasion Services Accessibility Atmosphere Recognition

Example · Boutique Hotel · Berlin · T3

A 65 overall — masking an 88 in location and a 28 in atmosphere.

The single number is the headline. The radar is the diagnosis. Strong location and amenities visibility offset real gaps in atmosphere and recognition — the two intents that drive booking decisions for design-led travelers. That's where the action items focus first.

This hotel Peer cluster avg
Intent · Comparison
What are the best design hotels in Berlin Mitte?
Three Berlin Mitte design hotels worth shortlisting: Hotel A for the courtyard and rooftop bar, Hotel B for industrial-lofted rooms, Hotel C if you want quieter mid-century.
Intent · Atmosphere
Hotels in Berlin with a moody, intimate vibe — design-led, not chain-feeling.
For moody, intimate, design-led: Hotel D nails it with the candle-lit lobby. Hotel E in Kreuzberg has the salvaged-industrial feel. (Hotel A doesn't surface here — its visibility is concentrated in location queries, not atmosphere.)

Eight intents. Two queries above. Hundreds more in the audit. Every response stored, every citation counted, every gap mapped to an action.

§ IX — Methodology

Numbers you can audit.

950+ scans per Standard audit · 2,500+ per Detailed · 6,500+ per Full Audit.
Across the major AI assistants — including ChatGPT and Gemini paid + free tiers, with Claude and Perplexity on Full Audit.
A 0–100 visibility score with intent-level breakdown and competitor benchmarking. Your audit's methodology page shows the exact sample size for your scan.
Under 5 minutes typical · under 24 hours guaranteed. Automatic refund if delivery exceeds the SLA.
Audience profiles run from the geographic region where their customers actually search — not the destination. International tourists are scanned as international tourists.
Every raw AI response retained for verification. We can send you the exact responses your audit was scored on, on request.
Mock results · Stock images of your business · Pretend SEO advice · Guarantees we can't keep · Inflated claims about AI internals we can't see.

Read the full methodology →

§ X — One-time Audits

Three depths. No subscription.

Buy once. Get a PDF in under 24 hours. Refund if we miss the SLA.

Standard

$49 · one-time

For curious owners who want to know where they stand.

  • Format ~25-page PDF
  • Audiences 1 (Local)
  • AI platforms 4 core
  • Total scans 950+
  • Action items 8
  • Verbatim AI quotes 1
  • Competitors 3 (suggested · replaceable)
Order Standard · $49

Full Audit

$249 · one-time

For premium properties and small chains.

  • Format ~60-page PDF
  • Audiences up to 4
  • AI platforms All major (incl. Perplexity + Claude)
  • Total scans 6,500+
  • Action items 24
  • Verbatim AI quotes 8
  • Competitors 8 (full peer cluster)
Order Full Audit · $249
§ XI — Questions People Ask

How is this different from SEO?

SEO measures how Google ranks your website. We measure how AI assistants (ChatGPT, Gemini, Claude) describe and recommend your business in conversational answers. Different game, different scoreboard. We measure the new one.

Can I improve my AI visibility score?

Yes. Every audit ships with 8–24 specific actions ranked by expected score lift, effort, and confidence. The most common levers: complete English Google profile description, review-language coverage, photo quality with descriptive metadata, press mentions in trusted sources, consistent name/address/phone across the web. Small businesses typically gain 8–15 points within 4–8 weeks.

How accurate is the free score?

The free score uses a narrower scan set than the paid audit — enough to give you a directionally-correct visibility number, but without the depth of intent breakdown, verbatim AI quotes, or competitor cluster. Use it to learn whether you appear at all. Buy a paid audit when you want to know exactly where you rank, what AI says about you, and what to do.

What if my score is low?

That's the most useful version of the report. Low scores have the most room — we tag every action with effort, expected lift, and confidence so you know exactly what moves the needle first. Low-score audits often deliver more value than high-score ones.

All 14 questions on the methodology page →

§ XII — Want Weekly Tracking?

Buy a snapshot once. Or watch it evolve weekly.

Score My Business is one-time. Citeabl, our sister product, is a recurring SaaS that monitors your AI visibility weekly with a live dashboard, peer-cluster tracking, and continuous action checklist. Score My Business buyers get a $49 credit toward your first month of Citeabl.

Learn about Citeabl →

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Refund within 24 hours
Stripe billing · CITEABL.AI