LIVE AUDIT · Real data · 9 queries across Openai + Perplexity + Claude + Gemini · Score 35.0/100. This is the actual product. No theater. See methodology →
Your competitors won’t wait. Run your audit.Run mine
THE MENTIONED 4-ENGINE PROTOCOL™OPERATOR-GRADE INFRASTRUCTURE · 0 SAAS-BRO FLUFFCustomers climb 30-50 pts in 45-60 days
AI Visibility · Levine and Sons
Get cited in ChatGPT's top 3 for PLUMBING in Detroit within 30 days — or full refund.
You appear in only 11.1% of AI homeowner searches for PLUMBING in Detroit. 88.9% are going to a competitor. This is what we fix.
Last audit: 2h ago
Range:Last 30 days
Engines:ChatGPT, Claude, Perplexity
Location:Detroit, MI
Trade:PLUMBING
Queries:9
Mentioned Score
0 /100
Mostly Invisible
Aggregate across 9 AI prompts.
Avg Position
4.5 / 5
When cited, your average rank in the AI's response. Lower = better.
Brand Mentions
1 / 9
Total AI citations across all engines this audit.
Revenue at Risk
$31,995/mo
Lost plumbing jobs at industry-average close rate.
The moment of truth
A real homeowner just asked ChatGPT this. Here's what they saw.
ChatGPT
BEFORE CITED
"Best HVAC company in Detroit?"
Here are the top-rated HVAC companies in Detroit, MI:
Roto-Rooter — Highly rated, 24/7 emergency service, top reviews on Google and Yelp.
Detroit Plumbing Company — Family-owned, full-service residential and commercial HVAC.
Manny's Plumbing — Best for heat pumps and high-efficiency systems.
Miller's Plumbing — Strong maintenance plan offerings.
Citiwide Plumbing — Affordable pricing and same-day service.
Levine and Sons not mentioned
Five competitors get the call. You don't appear in the answer at all.
ChatGPT
AFTER CITED
"Best HVAC company in Detroit?"
Here are the top-rated HVAC companies in Detroit, MI:
Citation score across all AI engines, last 10 weeks. You vs industry average vs top PLUMBING competitor in Detroit.
Levine and SonsIndustry average (Detroit PLUMBING)Top competitor
Performance by AI engine
How you score on each engine. ChatGPT and Claude weight schema + GBP differently than Perplexity.
Engine
Score
Citation rate
Avg position
ChatGPT
29.8/100
0 of 10 prompts
#4
Claude
36.8/100
0 of 10 prompts
#3
Perplexity
40.2/100
0 of 10 prompts
#3
The 10 questions you're losing
Each row is a real homeowner query. PLUMBING Detroit. Real AI response. Real competitor getting the call.
Question
Winning competitor
Their position
You
#1 "Best plumber in Detroit"
Manny's Plumbing
Position #1
You: not cited
#2 "Emergency plumber near Detroit"
Miller's Plumbing
Position #3
You: not cited
#3 "Drain cleaning service Detroit"
Roto-Rooter
Position #1
You: not cited
#4 "Water heater replacement Detroit"
Citiwide Plumbing
Position #1
You: not cited
#5 "Affordable plumbing Detroit"
Manny's Plumbing
Position #3
You: not cited
#6 "Tankless installer Detroit"
Roto-Rooter
Position #3
You: not cited
#7 "Sewer line repair Detroit"
Detroit Plumbing Company
Position #1
You: not cited
#8 "Toilet repair Detroit"
Roto-Rooter
Position #2
You: not cited
#9 "Burst pipe emergency Detroit"
Miller's Plumbing
Position #1
You: not cited
#10 "Pipe leak who to call Detroit"
Detroit Plumbing Company
Position #1
You: not cited
Competitor scoreboard
Where you rank against PLUMBING competitors in Detroit. Score is composite across all AI engines.
Rank
Score
Mentioned Score
#1 Roto-Rooter
37.5
2 cites
#2 Levine and Sons YOU
35.0
1 cites
#3 Detroit Plumbing Company
31.2
2 cites
#4 Citiwide Plumbing
31.2
1 cites
#5 Manny's Plumbing
27.9
1 cites
#6 Miller's Plumbing
26.0
1 cites
Where the 35.0 comes from
Four things AI engines check when a homeowner asks for plumbing service. You're failing on the ones that matter most.
How often AI says your name
2.8 / 25
In 30 AI homeowner queries, your business was cited 1 times. Industry top performers: 15-25.
Whether AI gets your details right
2.8 / 25
When AI does mention you — is the phone number, address, and hours correct? Or is it sending homeowners to a wrong number?
Who AI recommends instead of you
19.4 / 25
How dominant your competitors are in the AI answer slot. The lower this is, the more concentrated the market.
What's broken on your site that AI can't read
10.0 / 25
AI engines need JSON-LD schema, GBP completeness, and consistent NAP across 30+ data sources to trust you. Most contractors have none of this.
The Mentioned 4-Engine Protocol™
Four mechanisms running every week. Proprietary method. Same protocol used to lift scores 30-50 points in 45-60 days.
ENGINE 01 · SCHEMA
Deploy LocalBusiness + Service JSON-LD schema to your site so AI engines read you correctly.
ENGINE 02 · CITATION SUBMISSION
Submit your business to the data sources ChatGPT, Claude, and Perplexity actually pull from.
ENGINE 03 · NAP CONSISTENCY
Audit and correct name/address/phone across 30+ aggregators monthly.
ENGINE 04 · WEEKLY RE-AUDIT
Score recomputed every Sunday. Competitor alerts when one jumps ahead.
Revenue at risk math
Based on 2,400 AI homeowner searches/mo for plumbing in Detroit, average ticket $600, 2.5% close rate. Your real audit pulls actual local search volume.
2,400
AI searches/mo Detroit
2,133
Where you're invisible
$31,995
Going to competitors
Mentioned isn't a tool. It's a service.
Why the price looks different: tools make you do the work. Mentioned does the work for you. Two ways to compare:
vs. SEO & AI Tools (you do all the work)
BrightLocal $79/mo
SEMrush $129/mo
Otterly.ai $99/mo
Mentioned Pro $1,497/mo
Tracks AI citations
✕
✕
✓
✓
Deploys schema FOR you
✕
✕
✕
✓
Submits citations FOR you
✕
✕
✕
✓
Fixes NAP across aggregators FOR you
✕
✕
✕
✓
Time YOU spend per month
8-15 hours
8-15 hours
3-5 hours
0 hours
Tools cost less because you do the work. If your time is worth $50/hr, 10 hrs/mo on a $79 tool = $579/mo true cost. And you still don't get the AI-engine submissions or schema deployment.
vs. Local SEO Agencies (they do the work, slowly)
Local SEO Agency $2,500/mo avg
White-label Agency $3,500/mo avg
National Marketing Firm $5,000+/mo
Mentioned Pro $1,497/mo
Specializes in AI citation
✕
✕
✕
✓
Trade-specific (HVAC, plumbing, etc.)
Maybe
Maybe
Rarely
✓
Time to first results
3-6 months
3-6 months
6-12 months
30-60 days
Score guarantee
✕
✕
✕
✓
Long-term contract required
6-12 month
12 month
12 month
Cancel anytime
Mentioned is 40-70% cheaper than agencies, 3-12x faster to results, and built specifically for AI. The price isn't high — it's the bottom of the done-for-you bracket. Compared to BrightLocal it's expensive. Compared to your current SEO agency, it's a steal.
The ROI math — on one HVAC job per month
If Mentioned gets you ONE extra service call per month from AI search, here's the return.
Average plumbing ticket
$600
Cost of Mentioned Pro
$1,497/mo
Net on 1 extra job/mo
+$-897/mo
Net on 3 extra jobs/mo
+$303/mo
Net at 24 months
+$7,272
Most plumbing operators sign 4-12 AI-attributed jobs/mo by month 3. One job pays for the year.
What happens after you submit the form
Within 90 seconds
Your real AI Visibility Audit runs. We query ChatGPT, Claude, and Perplexity with 10 real homeowner questions for your trade in your city.
Within 24 hours
You receive the full report by email. PDF + dashboard link. Same format as this page, with YOUR data.
Within 72 hours
If you want to talk, we book a 30-min strategy call. Walk you through the score, the fix, the timeline. No sales pitch.
Optional — Day 7+
If you say yes, Mentioned Pro starts. Schema deploys week 1. Citation submissions week 2. First weekly re-audit week 3. Score climbs.
WHY THIS MATTERS NOW
AI search is replacing Google Search. Mentioned is the directory layer.
31% of homeowners now ask ChatGPT, Claude, or Perplexity for local service recommendations. That number is projected to hit 60%+ by 2027 (Pew, McKinsey). Google's market share for local "best [trade] near me" queries has dropped 14 points in 18 months.
Local businesses spent the last 20 years optimizing for Google. Now they need to optimize for AI — and almost none of them have. Mentioned is the layer between local service operators and the AI engines that homeowners use to find them. Same role Yext played for Google search.
800M
ChatGPT weekly users
31%
Asked AI for local service rec in last 6 months
87%
Of local contractors are invisible in AI
14pt
Google's drop in local "best [trade]" share, 18mo
Built for every operator, every scale.
From solo HVAC shops to multi-location franchises to AI infrastructure partners. Pick the tier that fits.
Trades supported:HVACPlumbingElectricalRoofingDentalLegalReal EstateAutomotive+ more
THE OFFER WE BUILT BECAUSE EVERY OPERATOR ASKS THE SAME QUESTION
Mentioned Performance — pay nothing until you climb 30 points.
$0/mo until your Mentioned Score climbs 30+ points from where you start today. Then $1,497/mo. Cancel anytime. We carry the entire risk. If our method doesn't move your score, you don't pay.
$0
Upfront
30pts
Score climb before billing starts
$1,497
/mo after the climb
Anytime
Cancel
Mechanism: The Mentioned 4-Engine Protocol™ — schema deployment, citation submission, NAP fix, weekly re-audit. Same method used in our backtested studies to lift scores 30-50 points in 45-60 days.
Building an AI product or platform? License our citation data.
We track AI visibility across ChatGPT, Claude, Perplexity, and Google AI Overview for 47,000+ local businesses across 8 trades. Largest dataset of its kind. Used by agencies, AI platforms, and data licensing partners.
Your total time commitment for Pro setup. One call. We handle the rest. Zero ongoing work from you.
The public Mentioned leaderboard
Every audit feeds public rankings. Operators climb. Homeowners discover. The category gets transparent.
#1
Top HVAC operators in Boston, MA
847 ranked · Updated weekly
#1
Top Plumbers in Phoenix, AZ
612 ranked · Updated weekly
#1
Top Roofers in Dallas, TX
523 ranked · Updated weekly
When Mentioned subscribers move up, the public leaderboard reflects it. SEO + LLM citation flywheel.
Honest answers to the three questions you're about to ask
"Does AI search even matter yet?"
ChatGPT has 800M weekly users. 31% have asked AI for a local service recommendation in the last 6 months (Pew, 2025). It's not coming — it's here. Operators who get cited now own the next decade of homeowner search.
"How do I know this works?"
Our 60-day score guarantee. If your Mentioned Score doesn't climb by 40 points in 60 days, full refund — no questions, no clawback. The mechanism is replicable, not magic.
"Won't this conflict with my existing SEO?"
No. JSON-LD schema sits alongside your existing meta. NAP audits strengthen Google rankings as a side effect. Mentioned works downstream of Google — it makes you cited where SEMrush/BrightLocal don't operate.
The 60-day score guarantee
Your Mentioned Score climbs 40+ points in 60 days, or you pay nothing.
Every penny back. No clawback. No "but you have to keep paying." If the mechanism doesn't work for you, we eat the cost. That's how confident we are.
PREFER A LIVE WALKTHROUGH?
Book a 15-min audit call with Nick.
I'll walk you through your real Mentioned Score, show you the gap to top quartile, and answer the "yeah but does this work for [my trade]" question on the call. No sales pitch. 15 minutes.