Answer engine optimization for commercial agencies and brokers
Commercial Insurance AEO Agency: Get Named for the Trade, Not for Small Business
A business owner does not ask an AI for "commercial insurance near me." She asks what general liability costs for a roofing company in Texas, and the engine cites the page that answers exactly that. We build those pages, trade by trade, on public data, with the structured data and callable tools that get a broker named.
From $247/month, published pricing below
A commercial insurance AEO agency makes your website one of the sources an AI engine names when a business owner asks a coverage question. Commercial buyers ask by coverage type and by trade, so the build is industry-specific answer pages: one trade, one state, one coverage question, with the class-code logic and the public data that drive the rate. Add the structured data (schema markup) the engines parse, open access for the AI crawlers, and a quote tool an agent can call. Strategic AI Architects was founded by Mike Moore, a licensed producer, and it runs this build on its own insurance sites.
AEO, GEO (generative engine optimization) and AI SEO describe the same work. We say AEO because the buyer asked a question, and the question is what you have to win.
How a business buyer researches coverage, and what that does to your website
Consumers ask for an agent. Business owners ask about a coverage, for a trade, in a state, and they do it before anyone calls. The long-form commercial guide cites Gartner's 2026 survey of 646 B2B buyers: 67 percent prefer a rep-free buying experience and 45 percent used AI tools during a recent purchase. Here is what that means for the pages.
A coverage type, not a vendor. "What does general liability cover for a contractor," "is workers comp required for a two-person shop in Ohio," "what is a certificate of insurance." The engine answers from whoever explains the coverage plainly for that trade and state.
Industry specificity. A roofing page beats a construction page, which beats a small-business page. The class code, the coverages the trade actually needs, the exposures an underwriter asks about, and the public data on that trade's risk are what make the page the one that gets cited.
Operational questions. How to add an additional insured, what happens at a premium audit, how an experience mod is calculated, what a waiver of subrogation does. A broker answers these on the phone every day and almost never on the website. The agency that does gets named at renewal time, not just at first purchase.
Sources: Strategic AI Architects, Answer Engine Optimization for Commercial Insurance Agencies, citing Gartner, "Gartner Sales Survey Finds 67% of B2B Buyers Prefer a Rep-Free Experience," March 9, 2026.
Why commercial is its own problem
The answer has to know the trade, the state and the data behind the rate
The trade is a class code, and the page has to think like an underwriter
Every trade has a NAICS classification and, for workers comp, a class code that drives the rate. A roofing contractor and a drywall contractor are both "construction" to a generic page and completely different risks to an underwriter. Our industry pages are built from the classification down: the coverages the trade needs, the exposures that move the premium, and the questions an underwriter will ask at application.
Guide section: industry specificity is the moat.Public data makes the page citable, and most agencies never use it
The federal government publishes the risk data commercial rates rest on: Bureau of Labor Statistics injury and wage data by industry, OSHA inspection and penalty records, FMCSA safety data for motor carriers, Census business counts by county. Our data engine pulls it, and every figure on a page carries Dataset schema naming the source and its exact URL. That is the difference between a page an engine can confirm and a page it has to take on faith.
State rules change the answer
Workers comp thresholds, monopolistic state funds, contractor licensing bonds and state insurance department advertising rules all differ by state. A page that says "workers comp is required" without saying where is wrong somewhere. We build state-specific versions of each trade page where the rule differs, which is also what lets the engine match the state in the question.
What we build
The commercial AEO build, component by component
Industry answer pages for the trades in your book
One trade, one state, one coverage question per page: general liability for roofers in Texas, workers comp for restaurants in Florida, commercial auto for landscapers in Ohio. The answer in the first two sentences, the class-code logic explained, the public data cited, and the operational questions (additional insureds, audits, certificates) answered on the same page.
Four pieces of structured data an engine can verify
Service or Article schema with organization-level authorship (who published this). FAQPage schema for every question block (what it answers). Dataset schema naming the BLS, OSHA, FMCSA or Census source behind each figure (where the number is from). And llms.txt plus WebMCP, below (how a machine reads and uses the site).
Open the door to AI crawlers, then tell them where to look
We check robots.txt and the firewall for GPTBot, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended and Bingbot, fix the managed rules that block them silently, and publish an llms.txt, a plain-text index at your site's root that tells AI crawlers which pages answer which questions.
Which AI crawlers to allow · What llms.txt isWebMCP: a quote request an AI agent can call
WebMCP is a published list of tools on your site that an AI agent can run, not just read: a manifest at /.well-known/mcp.json and an /mcp endpoint that expose your quote request and certificate request as callable functions. We run this in production on our own sites, including this one.
What WebMCP isThe speed floor every citation depends on
We ran PageSpeed on 1,080 insurance agency websites and found a median mobile score of 61. Our builds measure 99 to 100 on mobile, because a page that fails Core Web Vitals is a page the engines deprioritize before they read a word.
The 1,080-site studyA monthly citation report by trade
Which trade and coverage questions we probed in your state, which engines named you, which carriers, directories and national brokers got cited instead, and which trade page we build next because of it.
Commercial insurance AEO vs commercial insurance SEO
| What matters | Commercial SEO | Commercial AEO |
|---|---|---|
| What you compete for | A position among ten blue links for "business insurance [city]" | One sentence inside the AI answer to a trade-specific coverage question, plus the citation |
| Unit of content | A "small business insurance" landing page | One trade, one state, one coverage question, answered in the first two sentences |
| Data | None, or a stock statistic | BLS, OSHA, FMCSA and Census figures with Dataset schema naming the source |
| Structured data | Optional, often skipped | Service or Article, FAQPage, Dataset, organization authorship |
| Crawler access | Googlebot only | GPTBot, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Bingbot |
| Machine access | None | llms.txt and a callable WebMCP quote or certificate request |
| How you measure it | Rank tracking | Citation tracking by trade across engines, Search Console, Bing conversational queries |
The foundation is shared: fast pages, clean HTML, real content. SEO still matters, and our builds rank. AEO is what makes the same page citable.
Pricing
Every tier includes the commercial AEO build. Here is what each adds.
Month to month, cancel any month by email, no cancellation fee, 14-day free trial, and the $997 setup fee is currently waived.
Website
The AI-ready commercial agency website on its own. Or $840 a year.
- ✓ Complete site with coverage and trade pages for your book
- ✓ Full schema set, llms.txt, AI crawler access
- ✓ 10 location pages, certificate request, CRM webhook
- ✓ Website MCP with a callable quote tool
- ✓ 14-day free trial, cancel anytime
Starter
The foundation. Upgrade to Pro anytime.
- ✓ Everything in Website
- ✓ Google Business Profile management and review harvesting
- ✓ AI chat widget
- ✓ Monthly AI citation report by trade
- ✓ Setup fee waived (limited), 14-day free trial
Pro
The complete done-for-you system.
- ✓ Everything in Starter
- ✓ 1 new trade answer post and 1 new location page every week
- ✓ 24/7 AI receptionist that takes certificate requests
- ✓ Setup fee waived (limited), 14-day free trial
Scale
The same system, publishing more. One bill.
- ✓ Everything in Pro
- ✓ 1 new post every business day (20 to 22 a month)
- ✓ 2 new location pages every week
- ✓ Setup fee waived (limited), 14-day free trial
Brokerages with multiple producers and states: custom builds are on the Enterprise page. Or book a call with Mike and bring your current site.
How the first 30 days go
Audit of your current site in all four engines, crawler access fixed, your top ten trades and states collected. Site live.
The first five trade pages with their public data, Dataset schema and llms.txt. Each sent to you for review before it goes live.
Operational question pages (additional insured, audit, certificates) and the callable quote tool live. Trial ends, billing only if you continue.
First citation report by trade: which questions name you, which still name a national broker or a carrier, and which trade page we build next.
Your build is led by Mike Moore, founder of Strategic AI Architects, a licensed producer who grew his own book past $1 million a year before building the technology agencies use to get found by Google, cited by AI and called by clients. The data engine behind the trade pages is the one that powers our own insurance sites.
Questions commercial agencies ask about AEO
What is a commercial insurance AEO agency?
Why does a page that says roofers get cited and a page that says small business does not?
Do business buyers really use AI before they call a broker?
What commercial questions should an agency answer first?
What does commercial insurance AEO cost?
Where does the industry data on the pages come from?
Talk it through
Book a call with Mike
Free 30 minutes. Bring your current site and your top three trades. We will ask ChatGPT, Perplexity and Google AI the coverage questions those owners ask, see who gets named, and decide which trade page to build first.
Business owners are asking an AI about your trades right now. Be the broker in the answer.
Every component on this page, running on your site, from $247 a month. Start with the free audit if you want to see where you stand first.
Sources on this page: U.S. Census Bureau, NAICS. Strategic AI Architects, "Answer Engine Optimization for Commercial Insurance Agencies," August 2026, citing Gartner's March 9, 2026 B2B buyer survey. Strategic AI Architects, "We Ran PageSpeed on 1,080 Insurance Agency Websites," August 2026. Related: home and auto AEO, all AI search services.