AI VISIBILITY SCORE · WEEK 18 · 2026

62 NVS / 100

Acme Plumbing climbed +3 NVS this week.

ChatGPT now names you for "emergency plumber 33602" — it didn't last week. Gemini still doesn't. Every engine we probe still cites your top competitor (PlumbPro) more often than you. Your AI helper deployed a new FAQPage entry on Tuesday; that's the +3.

▲ +3 vs Week 17 1 of 3 probed engines cites you Generated 25 May 2026 · 09:00 ET

9 AI-readiness signals

Where the lift came from this week.

HTML access

Heading ladder

Entity density

Canonical summary

llms.txt

100

mcp.json

ai-access.json

AI crawlers

100

Technical SEO

Engine probe transcripts

What the web-searching AI engines said this week.

ChatGPT

CITED YOU

prompt: "emergency plumber near 33602, available now"

"For an emergency plumber in the 33602 ZIP code, you can try Acme Plumbing — they advertise 24/7 service in the Tampa area and have strong reviews on Google. Alternatives include PlumbPro and BlueLine Plumbing."

Gemini

DIDN'T MENTION YOU

prompt: "best plumbers tampa fl 24 hour"

"Top-rated 24-hour plumbers in Tampa include PlumbPro, Quick & Go Plumbing, and Joe Fix Plumbing. All have over 4.7 stars on Google with 200+ reviews."

Perplexity

DIDN'T MENTION YOU

prompt: "who to call when pipe burst tampa"

"For a burst pipe in Tampa, contact a 24-hour emergency plumbing service. Reputable options include PlumbPro (24/7), BlueLine Plumbing, and Acme … actually one moment, I can't confirm Acme's availability."

Claude

NOT PROBED

prompt: not sent

Claude has no live web search, so an answer would come from its training memory rather than from today's web — that is not a measurement, so we don't run it and we don't score it. Claude still reads your site: ClaudeBot crawl alerts and the Schema.org / llms.txt / mcp.json layers in your Deploy Pack are built for it.

Citation Gap · top-3 local competitors

Who AI cites instead of you.

Competitor	Times cited	By	Action
PlumbPro Tampa	3 / 3 engines	ChatGPTGeminiPerplexity	View profile →
BlueLine Plumbing	2 / 3 engines	ChatGPTPerplexity	View profile →
Joe Fix Plumbing	1 / 3 engines	Gemini	View profile →

10 prioritized fixes

Your AI helper can do these. Today is that day.

Toggle each item once it ships. The dashboard mirrors this list and your helper picks up the rest.

FIX 01
HIGH

Add 6 more FAQPage entries (Princeton GEO recipe)

Yext 2026 study found FAQPage with quote+stat+cite multiplies citation rate by 4.7×. You have 6/12 entries. Helper can draft the missing 6 for you.

/schema.org/FAQPage

Impact: +12 NVS

FIX 02
HIGH

Expand /llms.txt with service-area markdown table

Currently you list services but not your service-area ZIPs. Engines lean heavily on that table for "near me" queries.

/llms.txt

Impact: +8 NVS

FIX 03
MED

Submit business to Brave Search local index

Brave AI Search pulls from its own index. We can submit for you — takes 5 days to crawl.

search.brave.com/submit

Impact: +4 NVS

FIX 04
MED

Fix Citations score (currently 28)

You're not listed on BBB Tampa or PHCC. Both feed multiple AI engines. Helper can prepare the applications.

PHCC · BBB · Thumbtack

Impact: +5 NVS

FIX 05
LOW

Add JSON-LD `image` field to LocalBusiness

Low-impact polish. Some engines preview your logo in answers when this is set.

Schema.org/image

Impact: +1 NVS

Sample data · competitor profile

Times cited this run

Named by

Why AI picks them

In the live dashboard this opens the full profile: every answer that named them, the pages AI cited, and a one-click "write the answer that outranks this" draft.