ACRA Report · Comfort Monster Heating & Air
Scanned Jun 3
Status: Requires immediate attention

Significant AI clarity
gap on your site.

AI assistants are reading your business less clearly than competitors whose sites are easier for AI to understand. That gap softens your lead flow over time.

See where you are losing buyers.

See my score9 signals
Score28 / 100
Grade letterF
TierCurrently limiting your visibility
Scan runJun 3, 2026 · v3.2
Signal 01 of 09
Whether AI shopping assistants can buy from you
Currently limiting your visibility
0
AI shopping assistants cannot buy from you cleanly today. They can browse the site, but the signals they need to transact are missing.
See full detail →
Signal 02 of 09
How clearly AI can understand your business
Needs work
40
10 of the labels AI looks for are on your site; 0 important ones are missing.
See full detail →
Signal 03 of 09
Whether AI search engines quote your site
Mixed
49
Some pages are quotable by AI; most are not yet formatted for direct citation.
See full detail →
Signal 04 of 09
Whether AI tools use your content in their answers
Currently limiting your visibility
0
Missing the depth and authorship cues AI tools use to include your content in their answers.
See full detail →
Signal 05 of 09
Whether AI crawlers can reach your site at all
Strong
78
AI crawlers can reach your site cleanly.
See full detail →
Signal 06 of 09
Whether AI can confirm you exist across the web
Currently limiting your visibility
25
1 social profile(s) detected. AI uses these to confirm you exist as a real business.
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Signal 07 of 09
What outside sources say about you
Currently limiting your visibility
17
Outside sources rarely mention you. AI cannot find independent proof you exist or matter.
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Signal 08 of 09
How trusted you look to AI overall
Needs work
33
AI sees you as a real business but not yet as a category leader.
See full detail →
Signal 09 of 09
How often AI is recommending you to buyers today
Needs work
33
AI assistants recommend you in roughly 33 of every 100 buyer queries. Inconsistent across prompts.
See full detail →
How this is measured

Each signal is scored against the routine questions a buyer in your category would actually ask an AI assistant.

Buyer queries
240 routine questions an AI assistant fields for a buyer in your category, tested across 5 AI platforms.
Per-signal score
How often you surface cleanly versus how often a similar peer does on the same query.
Versus peers
The peer median is the middle competitor in your category at the time of the scan.
Full methodology available on request
How to read your Agentic Commerce Readiness Analysis
What it does not mean

Your business is not weak. It means AI tools like ChatGPT and Google may not be understanding your business clearly yet.

What it does mean

Some signals on your site may be making it harder for AI to understand your business and show it to buyers.

What to do next

Start with the biggest gaps first. That is where you are most likely to improve visibility.

Numbers and revenue impact are estimates

Any dollar figure is an estimate based on available data. Use it as a guide, not an exact number.

Why AI doesn't trust your business yet

Where AI gets confused, and why it costs you customers.

A buyer asks AI for a recommendation in your category. Out of 100 of those queries, here's where you fall out of the running.

1Buyer asks AI
A buyer asks AI for a vendor in your category.
100
100 routine buyer queries enter
2AI visits your site
AI reaches your site to read it.
82
82 reach your site cleanly
3AI gets confused
AI cannot confirm what you sell or who to trust.
30
70 drop out here — your AI clarity gap

That makes you less likely to show up when buyers ask AI who to trust.

4AI recommends
AI recommends you in 33 of every 100 buyer queries.
33
33 confident picks

Competitors whose websites are easier for AI to understand get picked in roughly 62 of 100. That gap adds up across your lead flow over time.

Tested across ChatGPT, Gemini, Perplexity, Claude, and Copilot

Why you're losing opportunities right now.

Here's the simple truth: AI can reach your site — but it's not choosing you. That shows up as fewer calls, weaker leads, and missed revenue.

01. What's working
AI can find you.

Your site is accessible. You're in the system.

What that means for your business:

  • You should be getting opportunities
78/100AI crawlers reach you
See report →
02. What's costing you sales
AI isn't confident enough to recommend you.

When AI isn't clear on who you are or what you do, it skips you.

What that means for your business:

  • Buyers never see you
  • Calls you should get go elsewhere
0/100AI answers cite you
See report →
03. Where to fix first
A small number of gaps are holding everything back.

You don't need to fix everything — just the signals that drive trust.

What that means for your business:

  • Fix the right pieces → more visibility → more calls → more sales
8 of 9Signals to address
See report →
How you compare · Industry baseline for your category

How you compare to a typical business in your space.

Each row is one of the nine ways AI looks at your business. The shaded band shows where most companies in your space score. The line down the middle is the typical company. Where your bar is shorter than that line, you are behind.

01 · AI can buy from you
0/100
02 · AI understands you
40/100
03 · AI search quotes you
49/100
04 · AI answers cite you
0/100
05 · AI crawlers reach you
78/100
06 · AI can confirm you exist
25/100
07 · Outside sources cover you
17/100
08 · AI trust in you overall
33/100
09 · AI recommends you
33/100
Compare a specific competitor

Have a specific competitor in mind?

Add their URL to swap the anonymized peers above for a named, side-by-side comparison. Stays private to your session.

What you show buyers vs what AI sees

Your homepage, two readings.

A buyer sees a clean, well-built page. AI tries to pull out the facts about your business and comes up short. The right panel is what AI actually got from your site.

What buyers seecomfortmonster.com
What AI gotfacts AI found on your page
What AI knows about you
OrgComfort Monster Heating & Air
Typea real business — your Organization schemaA code tag that tells AI this is a real business with a name and basic facts. is in place
Sellsunclear — no Product schemaA code tag that tells AI what each item is, what it costs, and whether it is in stock. on the page
Where you operate
Regionunclear — no service-area markupA code tag that tells AI which regions you serve.
Hoursunclear — no LocalBusiness markupA code tag that tells AI your address, hours, and service area.
Trustno reviews AI can find
Whether AI can recommend you
Catalogmissing — no agent manifestA small file at a known path that tells AI shopping assistants what you sell and how to buy from you.; AI shopping assistants cannot see you
Authorityno outside proof — AI cannot confirm you exist beyond your own site
2 / 8
facts AI could confidently pull from your site
6 / 8
facts AI could not find or confirm
~67%
of buyer queries fail to surface you cleanly
Hover any term for a plain-English definition
Estimated revenue impact

What this AI clarity gap may be costing you.

Rough range based on the four inputs below. Treat it as a pattern, not a precise number.

Your typical close rate
2.4%
Share of buyers asking AI
12 – 28%
How much AI does not understand
~72%
Time window
1 month
Estimated revenue impact
$62K – $116K
per month · plain-English estimate
Compounds over a 12-month window
Your next step

Get a 30-minute call with our team.

On the call, we walk through the 3 gaps that matter most for your business, why each one is costing you visibility, and the order to fix them. No proposal pressure, no slide deck. Just a clear next step you can act on whether or not we end up working together.