A free working book
Answering Machines
How to be the answer when your customer stops searching and starts asking. A plain-English guide to AEO, GEO and AI visibility — built on what has actually been measured.
26 chapters · 17,728 words · no email required
Why this book exists
AEO is being sold hard. Because it is new, almost nobody checks the sources — a statistic invented in a blog post in March is quoted as fact by forty other blog posts by June. We read a great deal of that material to write this, and this book is what survived.
Every figure carries a tag saying how much it can be trusted, and the full evidence table lists all of them with sources so you can check us. Six widely repeated numbers appear only so we can tell you not to use them.
How to trust anything in here
Peer-reviewed research, a platform's own documentation, or a study with a published method and a large sample. Act on it.
A named vendor's study. Real data and a real sample, but the vendor sells something the finding supports. Use the direction, distrust the decimal point.
Widely repeated, no traceable method. Included only to warn you off it. Never quote it.
Contents
Chapters are ordered by how much each one will change your results — not by category. Chapter 5 will move your results more than Chapter 12. If you read only the first nine, you will have the majority of the value.
Part One · The Machine
- 1What actually happens in the eight seconds after someone asksPeople assume the AI "knows" the answer from its training. For anything that matters commercially, it almost never does. It goes and…4m
- 2The five engines, and who reads what"AI search" is not one thing. Five systems dominate, they read different indexes, and being invisible in one tells you nothing about…3m
- 3Passages, not pages: the shift that explains everything elseTraditional search ranked documents. Answer engines retrieve fragments. Almost every practical difference between SEO and AEO comes …3m
- 4The new economics: fewer clicks, better clicksIf you measure this work in traffic, you will conclude it is failing. The traffic genuinely is falling. The reason to do this anyway…4m
Part Two · The Big Levers
- 5Be talked about somewhere other than your own websiteThis is the biggest lever, and it is not on your website. The strongest measured correlate of AI visibility is how often your brand …4m
- 6Be readable by a machine that will not waitThe most common reason a good business is invisible to AI has nothing to do with content. Their site is built so that the words only…4m
- 7Be in the index the engine actually queriesReadable is not the same as reachable. This chapter is the plumbing: robots files, sitemaps, Bing, and the security layer that may b…3m
- 8Answer first, elaborate secondMost business writing builds towards its point. Retrieval systems take the first useful thing they find. Inverting that habit is the…3m
- 9Evidence beats adjectivesThis is the most replicated finding in the field, and the only one that comes from a controlled experiment rather than a correlation…3m
- 10Own a number nobody else hasEverything in the last chapter can be copied by a competitor within a week. This one cannot. Publishing data that exists nowhere els…4m
- 11Be one clear entity, everywhereMachines do not recognise companies. They recognise entities — resolved, consistent, cross-referenced identities. If your business a…4m
- 12Live where the engines already trustA small number of platforms account for a very large share of everything AI engines cite. You will not change that list. You can dec…3m
Part Three · The Craft
- 13The page types AI actually citesSome page formats get retrieved far more than others, and the reason is structural rather than mysterious. If you only ever build si…3m
- 14How to write a paragraph a machine can quoteChapter 8 covered the structure. This is the sentence-level craft — eight editing habits that make the difference, all of which also…3m
- 15Freshness is a habit, not a date fieldAI answers skew towards recent content, which tempts people into faking dates. That does not work. What works is a small, boring mai…2m
- 16Local businesses and service businessesIf you serve a place rather than the internet, the levers reorder. Your profile data and your reviews matter more than your website,…2m
- 17Playing each engine differentlyThe same prompt gives different answers on different engines. Rather than chase all of them, understand what each rewards and pick t…2m
Part Four · Measurement and Control
- 18Measuring without fooling yourselfAI visibility is genuinely hard to measure, your analytics understate it structurally, and most of the dashboards being sold measure…4m
- 19When the AI is wrong about youBeing described inaccurately is more damaging than being absent, it happens constantly, and there is no complaints department. There…3m
- 20What does not work — and why it keeps being soldA young field with real demand and no established standards is ideal conditions for selling things that do not work. Here is the lis…2m
- 21How to read an AEO statisticThis is the skill with the longest shelf life in the book. Tactics will change; the ability to tell a real finding from a manufactur…4m
Part Five · Doing It
- 22The first ninety daysSequenced so that the cheapest, highest-certainty work happens first, and nothing depends on a budget you have not approved. Roughly…3m
- 23What is coming nextFour shifts are underway. Two you should prepare for now; two you should watch and not spend money on yet. Knowing which is which is…3m
Appendices · Reference
- 24GlossaryEvery term used in this book, in one line each.2m
- 25The evidence tableEvery figure quoted in this book, with its source and rating. If you are going to put one of these in front of a client, take it fro…3m
- 26The one-page checklistPrint this. Everything in the book, compressed to what you actually do.2m
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