AEO + LLM optimization

Answer Engine Optimization (AEO)

Structure your footprint so ChatGPT, Gemini, Perplexity, and Google AI Overviews can verify when to name you.

Why it matters

AI answers are becoming the shortlist.

Buyers ask ChatGPT, Perplexity, Gemini, or Google AI Overviews who to call before they ever touch Google. The AI returns two or three names. The operators named compound — more calls, more bookings, more market share. The rest quietly lose ground. AEO is the work that puts you in the answer — service-area architecture, schema, reviews, authority signals — every part of the footprint AI engines verify before they recommend.

ChatGPTShortlist prompts

Google AI OverviewsCited sources

GeminiEntity confidence

PerplexitySource trail

Google MapsLocal proof

Quick answer What matters Guide Process FAQs

AI search strategy room showing source trails, local signals, and search visibility pathways

Quick answer

What is AEO?

AEO helps answer engines understand your business.

AEO is the discipline of structuring a company so AI Overviews, ChatGPT, Gemini, and Perplexity can verify what you do, who you serve, where you work, and why you should be in the answer.

FoundationSchema, service-area architecture, and profile completeness.
AuthorityReview velocity, third-party citations, and real-job proof.
GuidanceThe monthly Report showing which prompts cite you and which name competitors instead.
ConversionCall tracking that ties booked work to the page that produced it.

We will not run AEO work on a site without baseline schema. The work does not compound.

What matters

Get found by AI, then make your pages easy to use.

AI tools do not reward vague websites. They need clear pages that say what you do, where you work, who you serve, and why you are credible.

Shortlist criteria

Will you make the shortlist?

When buyers ask AI who to choose, the tools look for clear, trusted, well-structured sources.

Clear service pages
Reviews and authority proof
Structured FAQ answers
Fresh, crawlable content

Service clarity

Dedicated pages for the work you actually want — defined by buyer intent, not internal jargon.

Answer structure

Headings, FAQs, and direct answers AI tools can extract without guessing.

Trust signals

Reviews, profile completeness, citations, and authority proof AI uses to weight one option over another.

Service guide

How AI answer tools decide whether to use you.

AI tools need to find you, trust you, and extract a clear answer from your pages.

Your services need to be unmistakable.

A vague page that says you do everything is not enough. Each service should have a dedicated page that names the work, the customer, and the geography clearly.

Each page should answer the question directly before it gets clever. If someone asks who handles a specific need nearby, your page should make that answer obvious.

Your trust signals need to support the answer.

AI tools look beyond one page. Reviews, profile details, local mentions, citations, photos, service-area proof, and fresh content all support whether your company looks credible.

The goal is not to trick AI. The goal is to make your real-world business easier to understand and easier to recommend.

Clear service pages
FAQ sections
Review and reputation signals
Local mentions and citations
Fresh updates

Your pages need clean structure.

AI systems work better with pages that have clear headings, short answer blocks, helpful FAQs, and schema. If the most useful answer is buried in a wall of text, it is easier to miss.

AEO is the discipline of making your expertise more usable by both humans and answer engines.

Axis37 does the cleanup

We organize the existing SEO work for the new answer layer.

Traditional SEO is still part of the job. The difference is that your content now has to work for people, Google, Maps, and AI answer engines simultaneously.

01Audit whether AI tools understand your services and service area.

02Rewrite and structure service pages around real buyer questions.

03Add FAQ blocks, schema opportunities, and answer-first content.

04Check crawl access, freshness, and authority signals.

Prompt tests

We test the questions buyers actually ask.

What AI said. Why it said it. What changes next.

The Recommendation Report shows where AI names you, where it names someone else, and which missing signal blocks the next move.

See a Sample Recommendation Report

PromptStatusConstraint

Who should I call for emergency plumbing near me?

NamedService-area proof and review velocity

Best roof repair company for storm damage

MissingDedicated page, FAQ structure, local proof

Which law firm handles commercial lease disputes?

Competitor namedAuthority mentions and case-specific content

Where should I book dinner for a private party tonight?

Weak source trailProfile freshness, review themes, menu clarity

Process

How Axis37 approaches AEO & LLM Optimization.

Frame

Find the questions

We map the real prompts and searches your buyers use when they need what you do.

Build

Build the answers

We create and clean up pages so each answer is clear, useful, and tied to your service area.

Support

Support trust

We strengthen reviews, citations, profile details, and site structure so AI has reasons to include you.

Monthly operating cadence

Prompt map

Map the questions buyers ask before they choose.

Footprint audit

Check pages, profiles, schema, reviews, and crawl access.

Structure answers

Build direct answer blocks, FAQs, and service-area pages.

Strengthen proof

Tighten reviews, citations, mentions, photos, and real-job evidence.

Track mentions

Measure which tools name you, cite you, or skip you.

Tighten monthly

Use the Recommendation Report to route the next move.

Vertical guides

AEO by vertical.

Same operating system, tuned to the proof, language, and buyer questions in each vertical.

AEOAEO for plumbers

Answer Engine Optimization for plumbing operators. Become the obvious answer when homeowners ask AI who to call. Recommendation Report monthly from Axis37.

Read the guide ->AEOAEO for HVAC contractors

Answer Engine Optimization for HVAC operators. Become the obvious answer when homeowners ask AI who to call — across every season. Recommendation Report monthly from Axis37.

Read the guide ->AEOAEO for roofers

Answer Engine Optimization for roofing operators. Get named by ChatGPT, Perplexity, and Google AI Overviews — through every storm cycle, against every out-of-state chaser.

Read the guide ->AEOAEO for law firms

Answer Engine Optimization for law firms. Get named by ChatGPT, Perplexity, and Google AI Overviews when prospective clients with serious cases ask who to trust.

Read the guide ->AEOAEO for restaurants

Answer Engine Optimization for restaurants. Get named by ChatGPT, Perplexity, and Google AI Overviews on cuisine, neighborhood, and occasion prompts.

Read the guide ->

FAQs

AEO & LLM Optimization questions, answered plainly.

Does AEO replace SEO?

No. SEO, profile, reviews, service pages, and authority signals are still the foundation. AEO reorganizes those pieces for AI answers.

What pages matter most?

The pages closest to a buying decision: your main service pages and the locations you serve. Peripheral content matters less.

Can AI tools read my site?

They need clean structure, crawl access, clear headings, and answer-first content. If the page is messy, it is harder to use.

How do you measure it?

We track AI answer presence, branded mentions, page structure, service clarity, rankings, and whether the work creates business outcomes.

Search Checkup

Want to know if AI can understand your company?

Start with a search checkup for your website, profile, service pages, and AI answer footprint.

Get My Search Checkup