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.
- 01You have not checked yet.Does ChatGPT know you
- 02You checked, you were not named, and you want the reason.Not showing up in ChatGPT
- 03You want the mechanics before the tactics.What is AEO
- 04You are ready to fix it and want the work in order.How to do AEO
- 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
01 · AEO fundamentals
What is AEO
The plain-English definition, the mechanics, and why the acronym war (AEO vs GEO vs AI SEO) doesn't matter.
Updated 2026-10-02
AEO vs SEO
What transfers, what's new, and which to work on first — without the 'SEO is dead' hysteria.
Updated 2026-09-19
AEO vs GEO
The acronym disambiguation page: what GEO means, who uses which term, and why the work is the same.
Updated 2026-10-02
How to do AEO
The full practitioner playbook, ordered by effort and impact, with an honest checklist.
Updated 2026-10-02
GEO research
One paper, one benchmark, one results table — and what 'up to 40%' does and does not mean.
Updated 2026-09-19
AI search map
One term, five surfaces, two ways an answer gets made — the table of contents the engine playbooks hang from.
Updated 2026-09-19
AI visibility
The metric defined, and the thing vendor pages avoid: the formula, printed from the code that runs it.
Updated 2026-10-02
SEO vs AEO vs GEO
The three-way question answered once: a ledger, five verdicts, links out for the depth.
Updated 2026-09-19
02 · Diagnosis
Not showing up in ChatGPT
The six real reasons — and a ten-minute self-diagnostic to find out which one is yours.
Updated 2026-09-19
How ChatGPT recommends
The mechanism page: two pipelines, the Bing backbone, and what the engines actually read.
Updated 2026-09-19
Competitors in AI answers
The forensic method: find out why AI picked them, and which of their spots is actually winnable.
Updated 2026-09-19
Does ChatGPT know you
The five-prompt manual check, the three outcomes, and why a single check can mislead you.
Updated 2026-09-19
Get mentioned by AI
The owner's playbook ordered by time-to-impact — plus the truth about 'submitting' your business to ChatGPT.
Updated 2026-08-11
ChatGPT is wrong about you
Wrong hours, wrong prices, wrong story: why it happens and the correction path for each cause.
Updated 2026-09-19
Checker
What a check consists of, how to read one honestly, and the free one: 30 live answers, three word for word.
Updated 2026-10-02
03 · Costs & pricing
How much does AEO cost
The full price ladder — DIY, tools, software, agencies — with every number sourced and dated.
Updated 2026-10-02
AI visibility tool pricing
The canonical price table: every vendor, every add-on, verified against published pricing.
Updated 2026-10-02
Is AEO worth it
For skeptics: the signs you need it, the signs you don't, and how to demand proof.
Updated 2026-10-02
GEO services
Three purchases vendors blur on purpose, compared on the only axis that matters — with every price band sourced.
Updated 2026-10-02
04 · Engine playbooks
ChatGPT SEO
The practitioner playbook for the biggest engine — built around the Bing backbone nobody else leads with.
Updated 2026-09-19
Google AI Overviews
The data-dense guide to Google's three AI surfaces — Overviews, AI Mode, and Gemini — in one map.
Updated 2026-09-19
Perplexity SEO
The one engine where every answer carries citations — its source patterns and how to enter them.
Updated 2026-09-19
Bing & Copilot
The most underpriced lever in AEO: the index ChatGPT's citations overlap with, and how to move it in days.
Updated 2026-08-11
05 · Channels & measurement
Track AI traffic in GA4
The attribution how-to: the regex, the reports, and the blind spot GA4 can't close alone.
Updated 2026-09-19
Reddit & AI citations
The community-citation economy: why Reddit wins, and the playbook that doesn't get you banned.
Updated 2026-08-11
Local AI search
The local umbrella: how AI assembles 'near me' answers, and the stack local businesses control.
Updated 2026-08-11