Entity optimization
A consistent, machine-readable definition of who you are, what you do, where and for whom — across your site and the web.
Get Found · TPT service
AI Business Optimization
Be the answer AI engines can actually read — and safely recommend.
Make your business legible to AI search and assistants: structured data, entity clarity, AI-readable content and conversational coverage — built on honest SEO fundamentals.
- Entity clarity for AI engines
- Structured data everywhere it matters
- Content written to be quoted
- Honest scope — no guaranteed AI rankings
The problem
People stopped clicking ten blue links.
An increasing share of buying research now happens inside AI answers — ChatGPT, Gemini, Perplexity, AI Overviews. Those engines don’t rank pages; they assemble answers from sources they can parse, understand and trust.
If your business is structurally invisible — thin schema, vague entities, marketing fluff instead of answer-shaped content — the AI simply recommends your competitor.
Sound familiar?
- AI assistants describe your business vaguely or wrongly
- Competitors cited in AI answers for your category
- Great content that machines can’t parse into facts
- No measurement of AI visibility at all
AI engines don’t rank. They understand. Optimization means becoming the brand that is easiest to understand, verify and cite.
The system01 02 03 04 05 06
Six levers of machine legibility.
Structured data
Schema that marks up your organization, services, reviews, FAQs and content so engines extract facts, not guesses.
AI-readable content
Pages restructured around questions and direct answers — the format AI prefers to quote.
Conversational coverage
The actual questions your buyers ask voice and chat assistants, answered better than anyone in your category.
Consistency layer
Brand facts aligned across site, profiles, directories and citations — contradictions kill machine trust.
Measurement
Periodic AI visibility checks across engines, query sets tracked, changes logged. New field, honest metrics.
The difference
Chasing algorithms vs. becoming legible.
The usual way
- Blog posts written for 2015 Google
- Facts about your business scattered and inconsistent
- Schema limited to a logo
- AI visibility: unknown
The TPT way
- Answer-shaped content for real questions
- One canonical story everywhere
- Rich structured data on every key page
- Tracked visibility across AI engines
How it works
From invisible to citable.
Visibility audit
We query the major AI engines as your customers would, and record how your business is described, cited — or missed.
Entity foundation
Canonical business facts defined and published with full structured data.
Content restructuring
Key pages rewritten into question-answer architecture; FAQs expanded to conversational coverage.
Consistency pass
Profiles, directories and listings aligned with the canonical story.
Monitor
Monthly AI visibility checks; content adjusted as engines evolve.
Questions
AI visibility, without the hype.
Can you guarantee AI rankings?
No — and you should run from anyone who does. AI engines are non-deterministic and change weekly. What we can engineer is legibility, consistency and answer-shaped content: the controllable inputs.
Is this just SEO with a new name?
It shares the foundation — great technical SEO is table stakes — but AI engines reward different structures: entity clarity, direct answers, structured data and consistency across sources. That delta is this service.
How do you measure results?
Periodically we run a fixed battery of buyer-style queries across major AI engines and record whether you appear, how you’re described, and which sources are cited. Trends over time, honestly reported.
Where does this fit with our current marketing?
On top of solid SEO, next to your content program. Most clients run it as a layer within an SEO engagement — the work multiplies.
Scope of engagement
Every deliverable,
Every deliverable,
named upfront.
- AI search visibility audit across major engines
- Structured data and schema implementation
- Entity optimization — make your brand machine-understandable
- AI-readable content restructuring
- FAQ and conversational query coverage
- Google Analytics + Search Console configuration
- Technical SEO foundation for AI crawlers
- Ongoing AI visibility monitoring
In the field
All work →
What this looks like live.
Professional Services
Lead Generation Engine — Meta Ads × Landing Pages
Rebuilt the funnel end-to-end: creative testing, focused landing pages, real conversion tracking.
Home Services
Local Visibility System — Home Services Brand
Google Business Profile, local pages and a review engine — built as one system.
When someone asks AI who to hire — do you exist?
Request an AI visibility review. We check how AI engines currently read, describe and cite your business, then map the work to fix it. No guaranteed-ranking theatre — engineering.
Start here
Tell us what you
Tell us what you
want to grow.
No marketing jargon required. Pick a goal, leave your details, and a senior strategist replies within one business day with an honest take — even if the answer is “you don’t need us yet”.
- One reply, from a human. No nurture-spam sequence.
- Specific next steps. What we’d do, in what order, and why.
- Straight numbers. If you need a quote, it’s written and itemized.