05 · GEO & AI-Search

Renters now start in ChatGPT and Perplexity. Most properties don't show up.

Generative Engine Optimization for multifamily, BTR, student, and senior housing. We engineer the content, structure, and citations that get your property surfaced when renters ask AI for a recommendation.

AEO

Built to be cited by ChatGPT, Perplexity, and AI Overviews

We engineer the content structure, citation density, and off-property mentions that train AI engines to know who you are — and to name you in the answer.

Why it matters

AI search is rewriting how renters discover properties. The old SEO playbook doesn't show up there.

ChatGPT, Perplexity, Claude, and Google AI Overviews now sit at the top of the renter funnel. They don't return ten blue links — they return a recommendation. If your property isn't in the model's answer, you're invisible at the moment of consideration.

GEO is the new layer underneath SEO. It's about content structure, citation density, and the off-property mentions that train models to know who you are.

What's included

What lands when we run a GEO engagement.

GEO baseline auditGEO baseline audit

GEO baseline audit

We test how your property appears today across ChatGPT, Perplexity, Claude, and AI Overviews.

Entity & schema build-outEntity & schema build-out

Entity & schema build-out

Structured data, JSON-LD, and entity mapping that AI models can actually parse.

AI-optimized property pagesAI-optimized property pages

AI-optimized property pages

Long-form pages written for retrieval, not just rank — question-led, citation-dense, and structured.

Off-property citation strategyOff-property citation strategy

Off-property citation strategy

The third-party mentions and listings that train models on who you are.

FAQ & comparison contentFAQ & comparison content

FAQ & comparison content

The exact content formats AI engines pull from when answering renter questions.

Local entity reinforcementLocal entity reinforcement

Local entity reinforcement

Maps, neighborhood, and submarket entity work tied to your address graph.

Monthly AI-visibility trackingMonthly AI-visibility tracking

Monthly AI-visibility tracking

We track named mentions across major AI surfaces month over month.

Editorial refresh cycleEditorial refresh cycle

Editorial refresh cycle

A quarterly content refresh as models and ranking signals evolve.

How it works

GEO is built in layers, not in a single sprint.

/01

Audit & entity map

We baseline your AI visibility, map the entity graph, and define the content gaps.

Frameworks: GEO Audit · Entity Map

/02

Content & schema build

Long-form pages, structured data, and citation work shipped over 60 days.

Frameworks: Retrieval-Ready Pages · JSON-LD

/03

Track & refresh

Monthly AI-visibility tracking and quarterly content refreshes as models change.

Frameworks: AI Visibility Index · Quarterly Refresh

Selected work
National multifamily portfolio · 12 properties · 4 marketsNational multifamily portfolio · 12 properties · 4 markets
12 properties · 4 markets

National Multifamily Portfolio

Named in ChatGPT answers in 9/12 target queries.

Student housing operator · SEC marketsStudent housing operator · SEC markets
SEC markets

Student Housing Operator

Perplexity citations up 5x in 90 days.

Senior living community · Sun BeltSenior living community · Sun Belt
Sun Belt

Senior Living Community

AI Overviews surfaced the property on 14 high-intent queries.

The details

What to expect from a GEO engagement.

Everything below is standard scope — surfaced up front, not buried in an FAQ.

Minimum engagement

Two quarters. AI visibility takes a content build and a model refresh cycle to prove out.

Reporting cadence

Monthly AI-visibility readout, quarterly content + entity refresh.

What's not included

Paid search management, link-building outreach, and PR placements — those are separate scopes.

Who we work with

Marketing leads, in-house SEO teams, and existing agencies. We integrate, we don't replace.

Property scope

Per-property engagements or portfolio-level when shared entity work compounds.

Tools & access

Access to your CMS, Search Console, and any existing schema infrastructure.

Frequently asked

The questions we get most.

Generative Engine Optimization — engineering the content, structure, and citations that get your property surfaced when renters ask AI engines for a recommendation.

Yes. GEO is the layer underneath SEO: content structure, citation density, and off-property mentions that train models, rather than ranking ten blue links.

A monthly AI-visibility readout tracks named mentions across ChatGPT, Perplexity, Claude, and AI Overviews month over month.

We work in a minimum of two quarters — AI visibility takes a content build and a model refresh cycle to prove out.

AI-optimized property pages, entity and schema build-out, off-property citations, and FAQ and comparison content.

No. Paid search management is a separate scope; GEO is about being cited in AI answers, not buying placements.

Let's talk

Let's get your property named in the AI answer.

Tell us about the property and the markets you care about. We'll come back with a GEO audit preview and a scope within two business days.

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