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Fictional business ? synthetic answers ? no live audit or customer result

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 / groupExact prompt
Q01 ? unbrandedemergency plumber in South Charlotte
Q02 ? unbrandedwater heater replacement in Charlotte
Q03 ? unbrandedplumbers in Ballantyne
Q04 ? unbrandedbest rated plumber in Charlotte NC
Q05 ? unbrandeddrain cleaning in South End
Q06 ? unbrandedleak repair in Myers Park
Q07 ? unbrandedweekend plumber in Charlotte
Q08 ? unbrandedtankless water heater installer in Charlotte
Q09 ? unbrandedsewer inspection in Charlotte
Q10 ? unbrandedtoilet repair in Dilworth
Q11 ? unbrandedlicensed plumber in Matthews
Q12 ? unbrandedplumber for a kitchen leak in Charlotte
Q13 ? unbrandedwater pressure repair in Charlotte
Q14 ? unbrandedpipe replacement in Charlotte
Q15 ? unbrandedsame day plumbing in Charlotte
Q16 ? unbrandedplumber serving Pineville
Q17 ? brandedis Queen City Pipe & Drain any good
Q18 ? brandedwhat hours does Queen City Pipe & Drain keep
Q19 ? brandedwhat area does Queen City Pipe & Drain serve
Q20 ? brandedhow 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.

  1. 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.

  2. 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.

  3. 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 ? $99

Start 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.