Sample report Sample Plumbing Co.
Plumbing · Buda, TX
This is a sample. Sample Plumbing Co. is fictional and the numbers are illustrative —
they show what your report will look like. Real reports use live engine answers about your actual shop.
Answer share 5
AI source coverage 20
Proof 41
Machine-readable 35
Responsiveness 70
Named in 1 of 20 AI answers · checked Aug 26, 2026
What the engines actually said
Real answers from AI engines asked the questions your customers ask. This is how AI engines
answer via their APIs — the consumer apps behave similarly but are not literally quoted here.
“best plumber in Buda TX” · OpenAI For plumbing in Buda, well-reviewed local options include Competitor A Plumbing, Competitor B Services, and Competitor C & Sons. Competitor A is frequently praised for fast emergency response…
Sample Plumbing Co. was not named. 3 competitors were. “who should I call for a water heater in Buda Texas” · Gemini Residents in Buda commonly recommend Competitor B Services for water heater work, with Competitor A Plumbing as a strong alternative for same-day calls…
Sample Plumbing Co. was not named. 2 competitors were. “affordable plumber in Buda TX” · OpenAI Sample Plumbing Co. is an option some homeowners mention for smaller jobs, alongside Competitor A Plumbing which has more recent reviews…
Sample Plumbing Co. was named. Where AI looks for you
Assistants read these registries before they recommend anyone. Missing entries are invisible to them.
Google Business Listed
Bing Places Missing
Apple Business Missing
Foursquare Missing
Yelp Incomplete
7 things to fix — 4 urgent
Named in 1 of 20 AI answers
Across 10 real buying queries on 2 engines, this shop appeared once. Three competitors appeared in almost every answer.
Fixed by the $297 Sprint Not on Bing Places
ChatGPT reads Bing's business index. An unclaimed Bing listing means one of the two biggest AI engines has no verified record of this shop.
Fixed by the $297 Sprint Not on Foursquare
Foursquare is a primary local-places feed for ChatGPT. No listing here means no presence in the data ChatGPT trusts most for local results.
Fixed by the $297 Sprint Not on Apple Business Connect
Siri and Apple Maps pull from Apple's business register; it also feeds other assistants.
Fixed by the $297 Sprint Last review was 5 months ago
AI engines weight recency and sentiment. A quiet review stream reads as a closed or declining shop.
Handled by Always-On ($59/mo) 9 of 10 reviews have no reply
Response rate is a trust signal both to engines and to the customer reading the profile.
Handled by Always-On ($59/mo) Website has no LocalBusiness schema
The site is invisible as structured data. Engines cannot confirm services, area, or hours from it.
Fixed by the $297 Sprint