Based on recent reviews and local coverage, three come up consistently for hail and storm work in the Denver area:
1. Summit Ridge Roofing — insurance claim experience, 340+ reviews averaging 4.8, publishes their storm response process and typical timelines.
2. Front Range Exteriors — long-established, strong review volume, though less detail published on claims.
3. Mile High Roof Co — smaller operation, excellent recent reviews, limited service radius.
Illustrative example. Company names are invented.
Page one on Google. Invisible to ChatGPT.
Those are no longer the same thing. Only about 12% of ChatGPT's citations match URLs on Google's first page, and there's just 45% overlap between businesses winning the map pack and businesses AI assistants actually recommend. Meanwhile 45% of consumers now ask an assistant to find a local business — up from 6% a year ago.
Sources: 2026 local AI search adoption figures reported across multiple industry analyses (45%, up from 6% in 2025); EvolveAMZ 2026 local AI search playbook on the 1.2% recommendation rate; Hossainul Sazzad 2026 AI search optimization analysis on referral conversion; Lead Local SEO 2026 research on map pack and citation overlap. Adoption figures in a market moving this fast should be treated as directional. The consistent finding across every source is the gap: Google visibility and AI visibility are no longer the same asset.
Why doesn't ranking on Google get you recommended by AI?
Because they're answering different questions. Google ranks pages against a query and lets you choose. An assistant picks one to three businesses and explains why, which means it isn't sorting — it's vouching. A system that vouches needs agreement between sources, not authority on one page, and that changes what wins.
What ranks a page on Google
- Backlinks and domain authority
- Keyword targeting and on-page relevance
- Proximity to the searcher, for local results
- Page speed and Core Web Vitals
- Content depth on the specific page
What gets a business named by AI
- Agreement across sources — profile, site and directories saying identical things
- Review volume and recency; picks average around 4.3 stars
- Being mentioned on many pages an assistant already cites
- Structured data a machine can read without inferring
- Content that answers a question in a self-contained way
- Presence on Bing, which ChatGPT's live lookups run on
The practical consequence catches contractors out constantly: a business can rank first in the map pack and never be named by an assistant, because the assistant found three different phone numbers for it across the web and quietly stopped trusting the record. Reported research puts the overlap between map pack winners and AI-recommended businesses at around 45%, which means roughly half the businesses winning on Google are losing on the surface their customers are increasingly using instead. There's also a reported pattern of businesses under roughly 150 reviews rarely being named at all — not a rule, but a strong enough signal to plan around.
How do you check whether AI recommends your business?
You ask it. AI visibility can't be calculated from inputs the way a cost per lead can — it has to be observed. So this generates the twelve prompts a homeowner would actually type for your trade and city, hands them to you one click at a time, and keeps score of what comes back.
The Prompt Probe
AFC · No. 024
Runs in your browser; nothing is stored or transmitted. Use a logged-out or private window — an assistant that already knows you will happily name your own company back to you, which tells you nothing. Assistants also vary their answers between sessions, so run at least five before drawing conclusions, and try the same prompts in more than one assistant. These prompts are deliberately phrased the way people talk rather than the way they search, because that difference is a large part of why businesses that rank well still never get named.
What does AI search optimization for contractors actually involve?
Six things, none of them exotic, and most of the first-order gains come from the least interesting ones. Anyone selling you a proprietary AI ranking system is selling something that doesn't exist — there is no ad product that buys placement inside an assistant's recommendations, which is exactly why the earned version compounds.
Make every source agree
Name, address, phone, hours, services and service area identical across your website, Google Business Profile, Bing Places, Apple Business Connect and every directory carrying you. Assistants cross-reference these to verify facts, and disagreement reads as unreliability. This is the single highest-yield fix and it costs nothing but an afternoon of checking.
Get onto Bing, not just Google
ChatGPT's live web lookups run on Bing's index, and Copilot does too. A contractor with an immaculate Google presence and no Bing Places listing is invisible to a large share of AI local search. Gemini, by contrast, is grounded in Google Maps, so profile corrections there can surface within days.
Structured data on every page
LocalBusiness and Service markup, FAQ markup that matches what's visible, and speakable selectors. This is the difference between a machine reading your hours and a machine guessing at them. It's cheap, invisible to customers, and missing from the overwhelming majority of contractor sites.
Answer-shaped content
Pages that answer one real question completely, with dated specifics and named sources rather than adjectives. Assistants quote self-contained passages, so a paragraph that only makes sense after reading the three above it doesn't get used. Content untouched for more than six months is reported to be at a growing disadvantage in citation pools.
Review volume and recency
The signal that most reliably separates named businesses from invisible ones. Reported picks average around 4.3 stars, and businesses under roughly 150 reviews rarely surface. A steady trickle after every completed job builds this; occasional campaigns don't, and bursts look wrong to both Google and the assistants.
Check robots.txt actually lets them in
GPTBot, OAI-SearchBot, PerplexityBot, ClaudeBot and Google-Extended all read robots.txt. A great many sites block them by default through a setting nobody revisited, which removes the business from AI answers entirely while everything else looks fine. Thirty seconds to check.
On timing: new or refreshed content is reported to begin earning AI citations within three to five days, but building consistent visibility across assistants generally takes two to four months of sustained work — similar to traditional search timelines. The early gains come from the free fixes above; the compounding gains come from reviews and third-party mentions built over time. See realistic expectations by channel for how that sits against everything else.
Do ChatGPT, Gemini and Perplexity pick businesses the same way?
No, and treating "AI search" as a single channel is the most common mistake made here. They draw on different indexes and update on different timescales, which means the same fix can show up in one within days and take weeks to appear in another. Knowing which is which tells you what to do first.
ChatGPT
Its live web lookups run on Bing's index, cross-referenced against your website, your Google Business Profile and high-traffic consumer platforms. This is why a contractor with a perfect Google presence and no Bing Places listing can be invisible to it. Changes generally take weeks to filter through, since they depend on crawled pages and third-party sources rather than a single live feed.
Gemini
Grounded in Google Maps, which makes it the fastest to reflect work you do. Profile corrections can surface within days once Google itself has picked them up. If you're going to fix one thing and want to see whether it moved anything, fix the Google Business Profile and check here first — it's the shortest feedback loop available.
Perplexity
Citation-first by design, showing its sources openly. That makes it the most useful diagnostic tool of the three, whatever its share of actual traffic — you can see precisely which pages built an answer, which tells you where a competitor is being mentioned and you aren't. Use it to find out what to fix, not just whether you appear.
Google AI Overviews
Not an assistant, but the same discipline and by far the largest volume. Reported figures put AI Overviews triggering on roughly 40% of local-intent queries. Appearing inside one is now a ranking outcome in its own right, and it sits above the organic results your existing SEO work is aimed at.
They all cross-reference
Whatever the index underneath, every one of them checks your claims against other sources before repeating them. That's why consistency beats cleverness here. There is no phrasing trick that compensates for a profile and a website disagreeing about your hours.
Nobody has the full picture
These systems don't publish their selection criteria, and anyone telling you they know the algorithm is guessing with confidence. What's above is drawn from published research and observed behaviour, and it will change. We'd rather tell you that than sell certainty that doesn't exist.
Nobody can buy their way past you here. Yet.
There is currently no advertising product that places a business inside an assistant's organic recommendations. That's unusual, and it won't necessarily stay that way — but while it holds, visibility here is earned rather than purchased, which means a contractor who does the unglamorous work now builds a referral channel a better-funded competitor cannot simply outspend them for.
Get a free auditAI search optimization questions
What is AI search optimization for contractors?
Does ranking on Google mean AI will recommend me?
How do I check whether ChatGPT recommends my business?
How long does AI search optimization take to work?
Can I pay to appear in ChatGPT's recommendations?
Do reviews matter more than backlinks for AI visibility?
Could my website be blocking AI crawlers by accident?
Is this worth doing if the traffic volume is still small?
Find out what assistants say about you
We'll run non-branded prompts for your trade and service area across ChatGPT, Gemini and Perplexity, record who gets named instead of you, check what your robots.txt permits and what structured data exists, and send you the findings. Free, back in one business day, yours to keep.
It's part of the same 24-point audit, so you'll get the traditional search and conversion findings alongside it — those still matter more in raw volume, and it would be dishonest to present this channel as a replacement for them.
Prefer to talk? 1-800-481-8638 reaches a person, or email info@eyetoad.com.
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Right now this is the cheapest visibility available to a contractor.
Nobody can buy placement, most of the work is free, and 98.8% of local businesses haven't done it. That combination doesn't last.