The library

Learn how businesses get named by AI.

70 guides to answer engine optimization, in plain English: how the engines pick who to recommend, what it costs to compete, and the playbook for every engine and industry. Written from daily scans of the live engines — and re-checked quarterly.

Start here

Most people arrive at this library from one of five situations. Find yours and read that guide first — the rest of the library will make more sense afterward, and you will skip the three pages that were not written for you.

  1. 01You have not checked yet.Does ChatGPT know you
  2. 02You checked, you were not named, and you want the reason.Not showing up in ChatGPT
  3. 03You want the mechanics before the tactics.What is AEO
  4. 04You are ready to fix it and want the work in order.How to do AEO
  5. 05You are deciding between doing it, buying it, and hiring it.How much does AEO cost

In a hurry instead? The free audit answers the first two questions in about two minutes by asking the engines directly, and the comparison shelf handles the last one if you have already decided to buy software.

Done reading · have it done

The guides above are the whole method, and nothing in them requires buying anything. These pages are the other route: what the work costs when someone else runs it, and what it looks like in your specific industry.

AEO services

Retainer anatomy — what $2,000–6,000/month buys, when an agency is right, and the software alternative.

Updated 2026-10-02

For law firms

Bar-safe AEO for the highest-stakes vertical: PI, family, criminal, immigration, estate.

Updated 2026-09-19

For agencies

The margin story: run AEO for ten clients on autonomous rails, under your own brand.

Updated 2026-10-02

For med spas

Treatment-level AI visibility for the vertical where trust decides everything.

Updated 2026-09-19

For accountants

Seasonal question cycles, trust-heavy selection, and the AI answers CPA clients start from.

Updated 2026-09-19

For roofers

Five clocks, from the active leak to the HOA budget cycle, and the entity evidence each one needs.

Updated 2026-09-19

For plumbers

The widest ticket spread in the trades, and which end of it an AI answer can actually move.

Updated 2026-09-19

For HVAC

Two weeks decide the year — and the replacement is decided in the shoulder season, by an assistant.

Updated 2026-09-19

For electricians

Everything new in the house lands on the panel, and the capacity ask gates the whole project.

Updated 2026-09-19

For PI firms

The first 72 hours, where the arc starts and no firm is competing — with no case results anywhere.

Updated 2026-09-19

For chiropractors

The only local vertical with a credibility question standing in front of the provider question.

Updated 2026-09-19

For restaurants

Occasions and constraints, not cuisine — and the PDF menu that costs more covers than any review.

Updated 2026-09-19

For contractors

Six months of questions a portfolio gallery cannot answer — starting with how to vet a contractor.

Updated 2026-09-19

For agents

Five fragments, no person — the entity problem no other local vertical has.

Updated 2026-09-19

For advisors

The compensation model decides the shortlist, and most advisory sites never state theirs in text.

Updated 2026-09-19

For therapists

The one vertical where the competitor is an aggregator and the practice is not yet a candidate.

Updated 2026-09-19

For veterinarians

The triage question comes first, at the worst hour, and no local practice is in the answer.

Updated 2026-09-19

For family law

The private question: an enormous, uncontested surface asked of a machine because there is no safe human.

Updated 2026-09-19

For criminal defense

The third party at 3 a.m.: bail, arraignment, public defender or private — asked by the family, not the defendant.

Updated 2026-09-19

For immigration

The assistant is multilingual; the sources are not. A firm that publishes in its clients' languages is nearly alone.

Updated 2026-09-19

For estate planning

The planner and the survivor — and the probate market that estate firm websites never address.

Updated 2026-09-19

For gyms

A coach is an answer and a gym is a location; the goal gets asked first, and the room never gets matched.

Updated 2026-09-19

For startups

Existence before optimization: the entity pass, three pages, the third-party record — and when not to pay.

Updated 2026-09-19

For enterprise

Forty country sites, a review board and a six-week release train — governance wearing a marketing problem's clothes.

Updated 2026-09-19

For orthodontists

The parent's project: money and time first, treatment second, the practice last — plus the adult who never had braces.

Updated 2026-09-19

For auto repair

The second opinion on a quote: dealership vs independent, the diagnostic-fee policy, symptoms explained with the car-in-the-bay caveat.

Updated 2026-09-19

For pest control

One visit or a plan, the termite question, and safety described as your own procedure — never the chemistry.

Updated 2026-09-19

For landscapers

The question companies never answer: which of the three businesses do I need — then maintenance, projects, specialties.

Updated 2026-09-19

For cleaning services

A stranger with a key: trust before price, three service shapes, and price logic instead of a price.

Updated 2026-09-19

For movers

The broker problem is your positioning: registration, binding estimate, an address on a building, crews on payroll.

Updated 2026-09-19

For locksmiths

The scam is the category: the buyer's verification checklist is your business description, written where a machine can read it.

Updated 2026-09-19

For dermatologists

Access first — the wait, the referral by plan type — then two askers, medical and cosmetic, with nothing in common.

Updated 2026-09-19

For optometrists

The practice that untangles two coverages, three professions and the glasses question is the one named. No prices, no clinical claims.

Updated 2026-09-19

For insurance agents

Independent vs captive vs online, life events, the bundle and the renewal — mechanism, never a number; and the person-under-a-brand entity problem.

Updated 2026-09-19

For mortgage brokers

Explain the model, teach the vocabulary, write the hard cases — and never a rate, a fee or a savings claim.

Updated 2026-09-19

For solar installers

Does it still make sense, three quotes that never match, own-lease-PPA, payback assumptions, and the installer question about year eight.

Updated 2026-09-19

For dentists

From cleanings to implants: how practices get named for the procedures that fill the book.

Updated 2026-09-19

For WordPress

The plugin story: approved pages, schema in wp_head, and drafts — published to your site on an hourly sync.

Updated 2026-10-02

For Squarespace

No vendor publishes into Squarespace, us included. The honest offer: finished one-paste output, guided steps, live verification.

Updated 2026-10-02

For Wix

No vendor pushes to Wix. Here is what that means, what you get instead, and why it still works.

Updated 2026-10-02

For Webflow

The contested platform: Gauge and Slate publish here, so this page is a comparison, not a pitch.

Updated 2026-09-19

For SaaS

The shortlist moment: buyers ask AI before they ask sales, and absence from the answer kills pipeline.

Updated 2026-09-19

For home services

Urgency plus locality: the vertical where one AI answer routes the job, and the stack that earns it.

Updated 2026-09-19

For eCommerce

Two pipelines: the answers that recommend products, and the shopping surfaces that sell them.

Updated 2026-09-19

Reading tells you how it works. The audit tells you where you stand.

10 buyer questions across ChatGPT, Gemini, and Perplexity — 30 live queries, your name or your competitor's in every answer.

This is a live test: we ask ChatGPT, Gemini and Perplexity what your customers ask and record who gets recommended. Your results are on screen in about two minutes, and we email you a link to the report when the scan is done. We may also send you our newsletter about AI search; every issue has a one-click unsubscribe.

Free · No account · No card · About two minutes

Free audit first: see exactly where you stand before paying anything. 7-day trial, no card.