Industries
What a buyer asks depends on what you sell
A shopper, a software buyer, a traveler and a patient don’t ask the same way, and different facts decide the answer for each. Pick the one closest to yours.

Beauty & fragrance
Illustrative example“What’s a long-lasting perfume under $100?”
What decides the answer
Notes, size, price, wear-time wording and where to buy.
What we’d check first
Whether each product page answers what a shopper would ask.

Consumer electronics
Illustrative example“Best laptop for video editing under $1,200”
What decides the answer
Complete specs, the same facts everywhere, and current price and stock wording.
What we’d check first
Whether one SKU says the same thing on every page that sells it.

B2B SaaS
Illustrative example“Best CRM for contractors”
What decides the answer
Fit for the workflow, integrations, and how you compare.
What we’d check first
Which use cases you’re named for, and whether the claims are current.

Hotels & hospitality
Illustrative example“Quiet boutique hotel in Lisbon”
What decides the answer
Atmosphere, location, amenities and trust.
What we’d check first
Whether your facts match across the sources answers read.

Dental & aesthetic clinics
Illustrative example“Dentist for veneers in Chicago”
What decides the answer
Accurate services, locations and hours, and a clear way to book.
What we’d check first
Whether every fact matches wherever it appears, and a clinician has reviewed the wording.
The ground rules are the same in every industry
Samples are illustrative
Every example on these pages was written for demonstration. No AI system was queried and no real business is measured.
Competitors stay anonymous
You’ll only ever see Competitor A, B and C. Naming real brands as if we’d measured them would be inventing data.
No promised placement
Nobody outside the AI companies controls what an answer says. We can help you see it and decide what’s worth fixing.

Show us the questions your buyers ask.
Send your website or public business Page. Tell us what you sell, where you work and which customers you want to reach.
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