AI Recommendation Intelligence & Attribution · Hospitality / Medical / Brand

Know when AI recommends you—
and prove what it's worth.

GEOScope is a vertical AI Recommendation Intelligence & Attribution platform for high-value entities. We track when your hotel, medical practice or brand gets recommended across ChatGPT, Gemini, Doubao, Perplexity and more—and quantify the brand search, leads and bookings that recommendation drives. Free 30-second check: is AI recommending you?

▶ View Demo Free · no login · 30-second score
When customers ask AI…
🙋 "What's a good noodle place nearby?"
AI
I'd recommend Lao Wang Noodle (Guomao)—20 years of craft, 4.8 on Dianping, cited by several food media. ~¥38 per person, 5 min walk.Source · geo.oneaicv.com
AI
Is your store in the answer? Run a free GEOScope check to find out.
8/9 engines monitor your entity live Check my store →

Why you must check

Customers no longer "search". They just "ask AI".

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AI is taking over the decision entry point

When people ask "what's good nearby" or "is tool X any good", the AI's answer is the new search-results page. Whether your store is in that answer decides if you get this wave of traffic.

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Not cited = automatically out

AI only cites sources it "trusts". Missing entity info, messy structure, no authority—AI skips you and sends the customer to a competitor.

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Test first, learn what's missing

GEOScope scores your store across 9 AI engines in 30 seconds, and gives you a fix list you can act on right away.

What we do

No jargon. Just the four things that decide whether AI cites you.

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AI Visibility

How often AI recommends your brand.
See how often ChatGPT, Gemini and Perplexity name your brand when people ask questions in your space.
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Content Analysis

Find missing information AI needs.
Find the facts, context and answers your pages are missing—the things AI needs before it can confidently cite you.
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Competitor Comparison

See why competitors get cited more.
See exactly why a rival shows up in AI answers and you don't—and what to change to win the spot.

AI Optimization

Get concrete improvements.
Get a prioritized, concrete fix list. Each item shows what to change and the expected lift—no theory.

How it works

Three steps. You'll get it instantly.

1

Audit

Enter your URL. We scan how AI engines actually see your site.

2

Analyze

We show what's helping or hurting your visibility—in plain language.

3

Optimize

Apply the fixes and watch your AI visibility climb.

Supported AI engines

We track your visibility across the engines people actually use.

OpenAI's assistant—the default answer engine for millions of daily questions.

Google's AI, woven into Search, Workspace and Android.

Anthropic's assistant, widely used for careful, high-trust answers.

The answer engine built around citations—references matter most here.

xAI's assistant, native to the X platform and real-time conversation.

AI Visibility Index

One score that shows how truly cited by AI you are.

8 dimensions covering everything AI weighs when deciding whether to cite you.

D1
AI Visibility
How often your brand is named in answers
D2
Structure
Whether machines can read your entity
D3
AI Discovery Files
Is llms.txt / schema in place
D4
Source Mix
Official / media / map / social ratio
D5
Accuracy
Hallucination-free, facts reliable
D6
Cross-platform
Consistent claims across engines
D7
Authority
Backlink & media endorsement strength
D8
Stability
Long-term citation consistency
58Grade C

This is a sample score for a local store. Yours could be higher—or lower. You won't know until you test.

Check my store →

By industry

How does AI recommend in your industry?

We've mapped AI citation logic and optimization tips for each industry.

GEOScope Research · Research Center

We read papers and run data to make GEO clear.

Multi-engine field tests across 992 real entities, published as our 2026 research trilogy.

Browse all research reports · Learn the AI Visibility Index methodology

Keep optimizing

Need continuous optimization?

Turn your GEO report into an automated AI content workflow.

Free GEO Check →
1 Read your GEOScope report
2 Generate content & FAQ
3 Deploy Schema & fixes
4 Re-audit & improve

Backed by method, not hype

GEOScope is built on how AI engines actually cite.

9AI engines monitored
8GEO dimensions scored
6hours scan interval
Generative Engine Optimization (GEO) is the practice of making web content easy for large language models to understand, trust, and cite in their generated answers—distinct from optimizing traditional search rankings. — adapted from Search Engine Optimization & Large Language Model (Wikipedia)

Learn the fundamentals: Search Engine Optimization · Large Language Model · Generative AI