Industry guides
Specialization is the strategy.
The strategy is differentiation and visibility. The application depends on your industry. Guides on how it shows up in the work you actually do, starting with home services and real estate.
The frame
AI visibility is universal in principle. Entirely specific in application.
Specialization is the strategy because generic gets skipped. AI engines surface the business that gave the most specific, useful answer to the question someone actually asked. Ad budget and years in business don’t decide it. When your site looks like every other roofer’s site or every other real estate team’s site, the AI has nothing to grab. When your difference is crisp and your content is structured for AI, your brand gets cited, surfaced, and selected.
The formula has two halves. Differentiation is the crispness of your claim. The thing you say that nobody else in your category is saying. Visibility is the structure that makes the claim machine-readable. Schema, citation consistency, pages built around the questions people actually ask. Both halves have to be true. And the whole thing has to tie to revenue.
The principles are universal. The application is industry-specific because that’s how the strategy becomes usable. A coastal roofer thinking about hurricane damage queries needs to see the strategy applied to their reality, with examples that match the work they do. The cornerstone article walks through the universal frame. Each industry guide applies it to one field, with real scenarios you can take into your business this week. The first two cover home services and real estate.
Start here
The universal frame underneath both guides.
Before the industry application, the foundational read. From SEO to AEO walks through what changes when answer engines decide what gets seen, and what stays the same. The universal frame that both industry guides apply.
Read From SEO to AEO →
The guides
The strategy applied to the work you actually do.
01
Industry guide · 9 min read
Home services in AI search.
For contractors, landscapers, roofers, and HVAC operators.
The window for home services in AI search is open right now and most operators haven’t moved. From hurricane damage searches to seasonal lawn problems, the guide shows how the strategy applies to the actual queries your homeowners are typing into ChatGPT and Perplexity this morning.
What you’ll find inside
- Three searches every operator should run today
- Why generic service pages get skipped
- The four plays that earn citations
- How paid media carries the message while the AI signal builds
02
Industry guide
Real estate in AI search.
For real estate teams and boutique brokerages.
Buyers ask ChatGPT which agent to call before they open Zillow. How answer engines pick a team, and the playbook for becoming the one they name in your market, built from a client whose website became one of the most cited sources for relocation in its market.
What you’ll find inside
- The prompts buyers actually run, by journey stage
- Why generic agent and team bios get skipped
- The plays that build market authority
- What the timeline really looks like
Specific gets cited. Generic gets skipped.
Stay close while the work changes.
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