When a Kansas City homeowner asks ChatGPT 'who's the best seamless gutter installer near me,' the response isn't a list of ten blue links — it's a paragraph that names two or three specific companies. AI search engines (ChatGPT, Perplexity, Claude, Google's AI Overviews, Bing Chat) are starting to handle a growing share of buyer queries, and they do so by citing specific businesses. The question is whether they cite yours, your competitor's, or neither.
Why AEO is becoming a separate discipline
Traditional SEO optimizes for ranking. AEO optimizes for citation. The mechanics overlap significantly — both reward authoritative content, structured data, and entity consistency — but they differ in how the engine sources its answer. Google's blue-link search returns 10 candidates per query. AI search returns 1 paragraph synthesized from a handful of sources. The threshold for inclusion is higher, and the cost of being absent is total.
The five layers of AEO for contractors
1. Schema markup
AI engines parse structured data more reliably than free-text HTML. At minimum, every service page should have LocalBusiness, Service, FAQPage, and BreadcrumbList JSON-LD schema. Reviews schema (when displaying real reviews) is a strong additional signal. Validate every schema block at validator.schema.org before deploy.
2. Direct-answer content
AI engines reward content that directly answers the question being asked. Every key page should open with a 2-3 sentence paragraph that could be lifted as-is and cited. Think: 'A Kansas City gutter installer should expect to pay between $X and $Y for 200 linear feet of seamless gutters, depending on material and add-ons.' That sentence is far more citable than a generic 'we offer competitive pricing.'
3. FAQ libraries with FAQPage schema
AI engines source heavily from FAQ-style content because the question-answer format maps cleanly to how LLMs generate responses. Build an FAQ library on every service and industry page. Cover: pricing, timing, process, what's included, what's not, what makes you different. Wrap them in FAQPage schema.
4. Entity-building across the web
AI engines build a model of your business from many sources — your site, your GBP, third-party directories, news mentions, social profiles, forum threads. The more consistent and authoritative those signals, the more likely you are to be cited. Iron Pine's standard entity-building includes: BBB profile, local Chamber listing, industry-specific directories (NRCA, GAF, etc. for roofing; SGIA for sign companies), authoritative third-party content, and yes — local news mentions where possible.
5. Reddit and forum presence
This one surprises contractors: AI engines (Perplexity especially, but increasingly ChatGPT and Gemini) source from Reddit at high rates. If r/KansasCity, r/HomeImprovement, and r/Roofing have threads recommending contractors and your name isn't in them — but a competitor's is — you're invisible to a meaningful share of AI answers. The fix is authentic participation, not posting promotional comments. Answer questions, share knowledge, build a real account over months.
What an AEO audit actually looks like
Quarterly, we run a standardized set of buyer-intent queries against ChatGPT, Perplexity, Claude, and Google AI Overviews — for example: 'best seamless gutter installer Kansas City,' 'who does emergency gutter repair in Olathe,' 'gutter guard installation Lee\'s Summit cost.' We log who gets cited, who doesn't, and what sources the engine cites. Over time, that becomes a dashboard. Then we work backward: if a competitor is cited and we aren't, what citations does the competitor have that we don't?
The 90-day starting point
- Week 1: AEO visibility audit. Document where you're cited and where you're not.
- Weeks 2-4: Schema deployment across all service and industry pages. FAQ libraries published.
- Weeks 5-8: Direct-answer paragraphs added to every key page. Citation cleanup across directories.
- Weeks 9-12: Entity-building campaign begins. Reddit and forum accounts established (authentic, slow-build).
- Quarter 2 onwards: Quarterly visibility audits, content authority building, AI engine algorithm tracking.
AEO compounds slowly. The contractors who invest in it now will have a 12-18 month head start when AI search becomes the default for local queries — and that day is closer than most local business owners realize.