SeeWAIS
Industry measures
The same audit, run on six real businesses
Every industry below went through the identical measurement — 25 blind buyer questions put to ChatGPT, Gemini and Claude, every claim fact-checked against the business's own site. The numbers are the measured runs, not estimates.
concierge primary care practice · Vienna, VA
measured September 2026
40.5/100
#1 of 170 candidate businesses · recommended in 11 of 42 shortlist searches
appointments
22.2%
family medicine
66.7%
house calls
6.7%
membership
0.0%
men's health
33.3%
monthly membership fees
27.8%
patient portal
33.3%
pediatric care
33.3%
telemedicine
50.0%
urgent care
0.0%
wellness
0.0%
membership, urgent care, wellness:
Never named in the questions that probe them — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
family dental practice · Council Bluffs, IA
measured September 2026
49.8/100
#1 of 85 candidate businesses · recommended in 20 of 42 shortlist searches
Cosmetic dentistry
53.3%
Emergency dental visits
66.7%
General and preventive dentistry
47.6%
Membership Club
0.0%
Restorative dentistry
42.9%
Membership Club:
Never named in the questions that probe it — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
direct-to-consumer candle brand · Manteca, CA
measured September 2026
27.4/100
#109 of 109 candidate businesses · recommended in 0 of 42 shortlist searches
sale of candle supplies
0.0%
sale of candle tins
0.0%
sale of handmade soy candles
0.0%
sale of jar candles
0.0%
sale of room sprays
0.0%
sale of soy wax melt cubes
0.0%
sale of tea light candles
0.0%
sale of candle supplies, sale of candle tins, sale of handmade soy candles, sale of jar candles, sale of room sprays, sale of soy wax melt cubes, sale of tea light candles:
Never named in the questions that probe them — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
heating and air conditioning company · San Antonio, TX
measured September 2026
28.9/100
#27 of 139 candidate businesses · recommended in 4 of 42 shortlist searches
AC installation
0.0%
AC repair
11.1%
HVAC maintenance
0.0%
emergency service
0.0%
free diagnostic
22.2%
heating installation
0.0%
heating repair
11.1%
indoor air quality
0.0%
AC installation, HVAC maintenance, emergency service, heating installation, indoor air quality:
Never named in the questions that probe them — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
family law firm · Cleveland, OH
measured September 2026
31.5/100
#12 of 233 candidate businesses · recommended in 3 of 42 shortlist searches
attorney fees
0.0%
legal services for businesses
13.3%
legal services for individuals
2.0%
attorney fees:
Never named in the questions that probe it — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
medical spa · Nashville, TN
measured September 2026
46.1/100
#1 of 168 candidate businesses · recommended in 18 of 42 shortlist searches
Aesthetic Treatments
33.3%
Body Treatments
33.3%
Concierge Medicine
25.0%
Skin Care Products
0.0%
Skin Care Products:
Never named in the questions that probe it — a 0% line usually means the engines have no source tying that service to the business at all.
Read the measured breakdown →
The measured businesses are pseudonymised; every number is real and traceable to the published runs. Want your industry measured? Start with the free check →