Sample report

This is what $99 buys.

A real report for a real Tucson plumber, with the business anonymised. Purchased reports also include the step-by-step action plan and open in your dashboard with the score history. How the scores are calculated →

Duly Noted · AI Citation Report
Saguaro Plumbing & Rooter
saguaroplumbing.example · Local · Tucson, AZ · Sept 4, 2026
41 D
Overall
15 F
AI visibility
80 A
Site readiness
Where the assistants mention you
Question askedChatGPTClaudePerplexityGemini
“What are the best emergency plumbers in Tucson, AZ?”✕ Absent~ Named✕ Absent✕ Absent
“Can you recommend a plumber near Tucson, AZ?”✕ Absent✕ Absent✓ Linked✕ Absent
“Who are the top-rated plumbing businesses in Tucson?”✕ Absent✕ Absent✕ Absent✕ Absent
Who they cited instead
rooterranger.example
tucsonplumbingpros.example
angi.com
desertdrain.example
What is holding you back
Failing  AI crawlers blocked in robots.txt (GPTBot, ClaudeBot)
Needs work  No LocalBusiness schema
Needs work  No FAQ / question-and-answer content
Needs work  No llms.txt
Action plan — the step-by-step fixes for each item above are included with every purchased report. On this public sample they're collapsed. Get yours →
Reading it

What to take from this one.

The site is fine. The door is locked.

An 80 readiness score with a 15 visibility score is the most common pattern we see: a decent website that AI crawlers can’t read, or can’t identify as a Tucson plumber. The failing robots.txt check explains most of the gap.

The competitors aren't better. They're listed.

rooterranger.example was cited six times. Their site isn’t stronger — they have LocalBusiness schema, a FAQ page and an Angi profile the assistants keep pulling from.

This is a three-week fix.

Every item in “What is holding you back” is technical and deterministic. That’s the scope of the Citation Fix Sprint. Re-run in month two and the trend line tells the story.

Get yours.

Free readiness scan to start. Full report $99, once — including the action plan.