Product demo · a fictional sample brand, Meridian Precision. Your own data is never touched.Try another industry:ManufacturingSaaSFintechCoaching academyEvent managementBoutique hotelHostelsCommercial real estateExit demo
Demo / Meridian Precision / AI VisibilitySample data
Step 3

Then we see what AI says about you today

We ask AI the questions buyers ask. Right now it usually names someone else. We show you exactly where.

16%
Meridian Precision coverage
58%
Top competitors average
210
Buyer questions tested
4
AI engines queried
A 240-answer sample of all 840 · 210 questions × 4 engines
16% named Meridian Precision84% recommended somebody else

We asked 210 real buying-intent questions across every major AI assistant. Meridian Precision showed up in just 16% of answers, while the category leaders average 58%. That gap is demand walking straight to a competitor.

Try it: pick a question buyers actually ask

Each one generates the real answer live. Where we can flip it, hit Watch us fix it.

ChatGPTGenerating

Best precision CNC machining suppliers in India for automotive parts?

Coverage by engine
ChatGPT19%
Gemini12%
Perplexity27%
Google AI9%

The questions where you are losing

Real buyer questions, the engine that answered, and who it recommended.

Best precision CNC machining suppliers in India for automotive parts?

ChatGPT recommended Shakti Engineering WorksIndiaMART listPrecitech Industries

Absent

IATF 16949 certified aluminium machining companies in India

Perplexity recommended Precitech IndustriesIndiaMART list

Absent

Small-batch precision parts supplier for an EV startup

Gemini recommended Omega ToolcraftAlibaba list

Absent

CNC machining in India vs China for quality

Google AI recommended ThomasNetReddit threads

Absent

How do I vet an Indian machining supplier from the EU?

ChatGPT recommended Shakti Engineering WorksMeridian PrecisionReddit thread

You appear

Why they win, and how we close it

Your action plan lives here

The exact prompts, the winning answers and the fix are built for you as part of an engagement.