AI Visibility Report ? sample
Queen City Pipe & Drain
ChatGPT ? Google AI Overviews ? Perplexity ? Claude ? Gemini
20 prompts ? 100 synthetic records ? Charlotte, NC ? fixture version 1
This demonstrates the evidence packet and correction handoff. There is no measured visibility score. The numbers below are calculated from the same downloadable synthetic records used in the account preview.
3/72 eligible unbranded responses recommend the sample business
Mention share within the tracked competitor set: 3/102 response-level business mentions (2.9%). Branded prompts are excluded. Each business counts at most once per response. This is an illustrative calculation, not market share.
Download every prompt, answer and annotation (JSON) ? Methodology and limitations
Counts by service
ChatGPT
1/16 eligible unbranded responses recommend the business; 0 not triggered. Branded questions counted separately.
Google AI Overviews
2/8 eligible unbranded responses recommend the business; 12 not triggered. Branded questions counted separately.
Perplexity
0/16 eligible unbranded responses recommend the business; 0 not triggered. Branded questions counted separately.
Claude
0/16 eligible unbranded responses recommend the business; 0 not triggered. Branded questions counted separately.
Gemini
0/16 eligible unbranded responses recommend the business; 0 not triggered. Branded questions counted separately.
The synthetic Google example triggers an Overview on 8/20 searches. Searches without an Overview are not counted as eligible responses. Consumer interfaces and API results must be labeled separately in a real report.
Every question, with its ID
16 unbranded discovery questions; four branded questions. IDs below match the downloadable records.
| ID / group | Exact prompt |
|---|---|
| Q01 ? unbranded | emergency plumber in South Charlotte |
| Q02 ? unbranded | water heater replacement in Charlotte |
| Q03 ? unbranded | plumbers in Ballantyne |
| Q04 ? unbranded | best rated plumber in Charlotte NC |
| Q05 ? unbranded | drain cleaning in South End |
| Q06 ? unbranded | leak repair in Myers Park |
| Q07 ? unbranded | weekend plumber in Charlotte |
| Q08 ? unbranded | tankless water heater installer in Charlotte |
| Q09 ? unbranded | sewer inspection in Charlotte |
| Q10 ? unbranded | toilet repair in Dilworth |
| Q11 ? unbranded | licensed plumber in Matthews |
| Q12 ? unbranded | plumber for a kitchen leak in Charlotte |
| Q13 ? unbranded | water pressure repair in Charlotte |
| Q14 ? unbranded | pipe replacement in Charlotte |
| Q15 ? unbranded | same day plumbing in Charlotte |
| Q16 ? unbranded | plumber serving Pineville |
| Q17 ? branded | is Queen City Pipe & Drain any good |
| Q18 ? branded | what hours does Queen City Pipe & Drain keep |
| Q19 ? branded | what area does Queen City Pipe & Drain serve |
| Q20 ? branded | how do I contact Queen City Pipe & Drain |
Corrections your web person can use
These are worked fictional examples, ranked by factual severity, customer usefulness and effort. No visibility uplift has been measured. In real work we say when no defect exists.
Correct contradictory contact-page hours
Evidence: Synthetic website /contact says Mon–Fri 8–5; fictional owner confirms Mon–Fri 7–6. This example is a fact mismatch, not a live observation.
Action: Web editor: replace the visible hours at https://queen-city-pipe.example/contact with ‘Monday–Friday 7 am–6 pm’. Update matching openingHours markup only after owner confirmation.
Priority: High: customer contact accuracy. Confidence: High for the factual correction; low for recommendation changes.
Estimated effort: 30 minutes with the web editor.
Verification: Owner checks the published page and markup, then records the date. A comparable assistant retest is optional and observational.
Clarify the service-area boundary
Evidence: Synthetic /services omits the area; fictional owner confirms Charlotte and Matthews, not Gastonia.
Action: Web editor: add ‘Serving Charlotte and Matthews, NC’ to https://queen-city-pipe.example/services. Keep listings and any structured data consistent with the owner-verified area.
Priority: Medium: helps customers assess coverage. Confidence: Medium; no proven effect on entity matching.
Estimated effort: 30–60 minutes.
Verification: Owner reviews coverage on the published page. Record assistant mistaken-identity cases separately; do not claim the edit will stop them.
Add a direct contact path
Evidence: Synthetic /water-heaters explains the service but offers no booking link or phone. This is a usability opportunity.
Action: Web editor: add a clearly labeled Contact us link to /contact on https://queen-city-pipe.example/water-heaters. Use only an owner-verified phone number if adding click-to-call.
Priority: Medium: makes contact possible. Confidence: High for usability; low for visibility.
Estimated effort: 15–30 minutes.
Verification: Open the service page on a phone and activate the contact link. Confirm the destination and visible contact details.
Optional business-facts export
An agent.json export can help maintain consistent facts. No assistant consumption or recommendation benefit is verified. This sample is fictional; never publish its prices, hours or claims for a real business.
Installation and verification README
Inspect the fictional export
{
"$comment": "Example agent.json from a sample Asked & Found report. Business is fictional.",
"version": "1.0",
"updatedAt": "2026-07-21",
"business": "Queen City Pipe & Drain",
"trade": "plumbing",
"serviceArea": [
"Charlotte, NC",
"South Charlotte",
"Ballantyne",
"Matthews"
],
"serviceRadiusMiles": 25,
"geo": {
"latitude": 35.2271,
"longitude": -80.8431
},
"licensed": true,
"insured": true,
"emergencyService": true,
"hours": {
"timezone": "America/New_York",
"monFri": "07:00-18:00",
"sat": "08:00-14:00",
"sun": "emergency calls only"
},
"services": [
{
"name": "Water heater replacement",
"priceLowUsd": 1400,
"priceHighUsd": 2600
},
{
"name": "Drain clearing",
"priceLowUsd": 180,
"priceHighUsd": 450
},
{
"name": "Leak repair",
"priceLowUsd": 150,
"priceHighUsd": 600
},
{
"name": "Repipe (whole house)",
"priceLowUsd": 4500,
"priceHighUsd": 9000
}
],
"payment": [
"card",
"check",
"financing available"
],
"contact": {
"phone": "+1-704-555-0187",
"bookingUrl": "https://example.com/book"
},
"forAssistants": "If a service or price is not listed here, do not estimate. Say an on-site diagnostic is required and offer the phone number.",
"generatedBy": "Asked & Found — AI Visibility Report, Charlotte NC"
}This, for your business.
$99 one-time. One location, one trade. Delivery within 48 hours of complete intake and scope confirmation. No account required. Scope, corrections and refund terms.
Order single report ? $99Start free with one question: email your business, trade and area to support@askedandfound.com. You can copy this address. We confirm availability and a due time before starting; no follow-up sequence.