high
No structured business data on the site
The demo pages do not expose a recognized plumbing entity with services, service area, and hours.
Add validated JSON-LD that mirrors facts visibly stated on the website.
Back to Cited
Fictional demoScanned Aug 26, 2026, 12:15 PM
12%
answer share
4 of 32 completed
32
completed observations
Failures and unavailable AIOs excluded
4
evidence-backed gaps
Sorted by likely leverage
3
distinct cited domains
Across the completed answers
01 · Answer evidence
What the engines actually returned
One anonymous, non-personalized observation per prompt and surface. Results vary over time.
ChatGPT Search
0/1
named in completed answers
Gemini
1/1
named in completed answers
Google AI Overviews
0/0
named in completed answers
1 unavailable and excluded
ChatGPT Search · captured answer
Who is the best plumber in Providence, RI?
Based on recent reviews and local sources, Narragansett Plumbing Co., Foxpoint Mechanical, and Beacon Drain & Rooter come up most often for urgent service.
Cited sources
02 · Site and source gaps
4 gaps found, sorted by leverage
high
Nothing clearly answers a buyer question
The demo site lists services but has no direct cost or decision passage worth quoting.
Publish one focused, factual answer page for a high-intent service question.
high
Sunday hours are not verifiable
The website and fictional business listing do not agree on Sunday availability.
Publish accurate hours visibly and match them on the business profile.
medium
Competitor sources are cited instead
Captured answers cite local directories and competitor pages, but not the demo business domain.
Prioritize the sources that recur in the captured answer evidence.
03 · Fix plan
Your fixes, written from verified inputs
01
Add verified structured business data
confirm factsAdd valid Plumber JSON-LD after confirming each visible business fact.
json-ld
{
"@context": "https://schema.org",
"@type": "Plumber",
"@id": "https://kestrel.example/#business",
"name": "Kestrel Plumbing & Heating",
"url": "https://kestrel.example/",
"telephone": "[confirm phone]",
"areaServed": [
{ "@type": "City", "name": "Providence, RI" }
],
"hasOfferCatalog": {
"@type": "OfferCatalog",
"name": "Plumbing services"
}
}• Demo only. Confirm every fact and make it visible before publishing.
02
Draft the water-heater answer page
The complete draft and evidence are available in Fix Plan.
Complete fix locked
03
Reconcile hours everywhere
The complete draft and evidence are available in Fix Plan.
Complete fix locked
04
Work the recurring local sources
The complete draft and evidence are available in Fix Plan.
Complete fix locked
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Fix Plan
$79/month
- All prioritized fixes with source evidence
- Copy-ready schema and answer-page drafts
- Weekly tracked-prompt rescans
Done For You
$249/month
- Everything in Fix Plan
- Bounded on-site publishing support
- Listing outreach and correction checklist
How to read this report
Cited ran one market-specific, non-personalized observation for each configured prompt and surface. Answer share is mentions divided by completed observations (4/32). Failed requests and Google queries with no AI Overview are shown but excluded. This is not search volume, market share, or a promise that any fix will produce a specific lift.
Full methodology