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AEO Canon · the reference for answer-engine optimization

On-Page SEO

Optimizing individual pages — headings, answer-first passages, internal links — for both search and AI.

60 articles · in 3 courses

Articles in On-Page SEO

Write detailing package pages AI will cite by giving each package its own page that leads with the answer to the cost, what's-included, and service-area questions, in plain language an owner and an engine can lift. One self-contained, crawlable page per package beats a single bloated services page every time.

2 min read

Write auto repair service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and 'do you work on my make' questions, in plain language a driver and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write bookkeeping service pages AI will cite by giving each service its own page that leads with the answer to the cost, scope, and who-it's-for questions, in plain language an owner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write concrete service pages AI will cite by giving each service its own page that leads with the answer to the cost, timeline, and process questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write electrician service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and service-area questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write excavation service pages AI will cite by giving each service its own page that leads with the answer to the cost, permit, and timeline questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write fence and deck service pages AI will cite by giving each project type its own page that leads with the answer to the cost, material, and timeline questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

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Write flooring service pages AI will cite by giving each material its own page that leads with the answer to the cost, timeline, and process questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per material beats a single bloated services page every time.

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Make your arrangement pages AI will cite by publishing arrangements, occasions, delivery info, and prices as real text — not just photos or an order widget. Readable arrangements and delivery info are the highest-leverage florist AEO move, because the engine can only recommend what it can read and describe.

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Write garage door service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and service-area questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write contractor service pages AI will cite by giving each project type its own page that leads with the answer to the cost, timeline, and process questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Make your gym's pages AI will cite by publishing classes, schedule, pricing, and membership options as real HTML text — not a booking widget, a PDF, or an image. Readable offerings are the highest-leverage gym AEO move, because the engine can only recommend what it can read and describe.

2 min read

Write handyman service pages AI will cite by giving each service its own page that leads with the answer to the price, scope, and area questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services list every time.

2 min read

Write house cleaning service pages AI will cite by giving each service its own page that leads with the answer to the cost, what's-included, and trust questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write HVAC service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and service-area questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write landscaping service pages AI will cite by giving each service its own page that leads with the answer to the cost, scope, and service-area questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write locksmith service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and service-area questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Make your martial arts school's pages AI will cite by publishing programs, schedule, pricing, and trial options as real HTML text — not a booking widget, a PDF, or an image. Readable programs are the highest-leverage dojo AEO move, because the engine can only recommend what it can read and describe.

2 min read

Write painting service pages AI will cite by giving each service its own page that leads with the answer to the cost, timeline, and prep questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Make your training pages AI will cite by publishing services, specialties, session formats, and pricing as real HTML text — not a booking widget, a PDF, or an Instagram bio. Readable services are the highest-leverage trainer AEO move, because the engine can only recommend what it can read and describe.

2 min read

Write pest control service pages AI will cite by giving each pest and service its own page that leads with the answer to the cost, safety, and service-area questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per pest beats a single bloated services page every time.

2 min read

Write pool service pages AI will cite by giving each service its own page that leads with the answer to the cost, scope, and service-area questions, in plain language an owner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Make your climbing gym or rec center pages AI will cite by publishing passes, programs, schedule, and pricing as real HTML text — not a booking widget, a PDF, or an image. Readable offerings are the highest-leverage gym AEO move, because the engine can only recommend what it can read and describe.

2 min read

Write remodeling service pages AI will cite by giving each project type its own page that leads with the answer to the cost, timeline, and process questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per project type beats a single bloated services page every time.

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Make your menu pages AI will cite by publishing the full menu as real HTML text — dishes, descriptions, prices, and dietary tags — not a PDF or an image. A readable menu is the single highest-leverage AEO move for a restaurant, because the engine can only recommend what it can read.

2 min read

Write solar service pages AI will cite by giving each offering its own page that leads with the answer to the cost, payback, and process questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per offering beats a single bloated services page every time.

2 min read

Make your coaching pages AI will cite by publishing lessons, packages, pricing, and program options as real HTML text — not a booking widget, a PDF, or an image. Readable lessons are the highest-leverage coaching AEO move, because the engine can only recommend what it can read and describe.

2 min read

Write tire shop service pages AI will cite by giving each service its own page that leads with the answer to the cost, scope, and service-area questions, in plain language a driver and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write window and gutter service pages AI will cite by giving each service its own page that leads with the answer to the cost, scope, and service-area questions, in plain language a homeowner and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Make your studio's pages AI will cite by publishing class styles, schedule, pricing, and membership and class-pack options as real HTML text — not a booking widget, a PDF, or an image. A readable schedule is the highest-leverage studio AEO move, because the engine can only recommend what it can read and describe.

2 min read

The best AEO heading structure is a clean, logical hierarchy of question-shaped headings — one H1 for the page, descriptive H2s phrased as the questions people ask, and H3s only for genuine sub-points. Each heading should name a question your next passage answers directly, so engines can map heading to answer.

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Yes — clean bullet and numbered lists help AI citation because they break content into discrete, liftable units an engine can quote whole, which is ideal for steps, criteria, and enumerations. They only help when each item is self-contained and the list isn't padded with filler the engine has to wade through.

2 min read

Yes — well-built HTML tables help AI cite you because they present structured, comparable facts an engine can lift cleanly, especially for specs, prices, and feature comparisons. The catch is that the table must be real HTML with clear headers, not an image or a layout hack, or the engine can't read it.

2 min read

Yes — duplicate and near-duplicate content hurts AEO by diluting your citation surface and giving engines interchangeable pages with no clear best version to cite. Whether it's copied from elsewhere or repeated across your own site, duplication adds pages without adding citable value, and originality is the cure.

2 min read

Tone affects citation indirectly — a clear, direct, confident tone makes your answer easy to lift and trust, while hedging, hype, and rambling make passages harder to extract and less credible. Engines don't reward a "voice," but they do favor the clarity and authority that good tone produces.

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Group closely related questions into one comprehensive page and reserve standalone pages for high-value questions that deserve depth — because engines cite passages, a strong page covering a question cluster yields many citable units, while splitting every minor question into its own thin page risks duplication.

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Format a definition for AI as a single self-contained sentence that names the term and states what it is up front, then expand below — lead with "X is …" so an engine can lift the whole definition cleanly. Definitions are among the most-cited passages precisely because they're short, complete, and unambiguous.

2 min read

Make content skimmable for AI the same way you make it skimmable for people — front-load the answer, use question-shaped headings, keep passages short and self-contained, and break discrete points into lists and tables. A page an engine can segment and lift at a glance is one a hurried reader can too.

2 min read

Structure a comparison so AI cites it by leading with a one-line verdict, presenting the options in a clean HTML table across shared criteria, and adding a short "use each when" breakdown — engines lift the verdict and the table directly, and the decision guidance answers the follow-up question buyers actually have.

2 min read

Write service-area pages AI will cite by making each one genuinely useful for a real customer in that place — answer the local questions, name the area and the specific service, and include real local detail. The failure mode is thin, near-duplicate doorway pages that only swap the town name.

2 min read

Write plumbing service pages AI will cite by giving each service its own page that leads with the answer to the cost, timing, and service-area questions, in plain language a customer and an engine can lift. One self-contained, crawlable page per service beats a single bloated services page every time.

2 min read

Write roofing service pages that get cited by giving each service its own page that leads with the answer — what it costs, how long it takes, whether insurance covers it, and the area you serve — backed by real proof. A page built to answer a homeowner's real question is the page an AI lifts and a homeowner books.

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Yes — each section should make sense lifted out of the page, because that's exactly what an answer engine does when it quotes you. Self-contained passages that don't rely on "as mentioned above" or undefined pronouns are far more citable, since the engine rarely shows the surrounding context.

2 min read

Yes — a short, accurate TL;DR or summary near the top gives an engine a ready-made, self-contained answer to lift, and it doubles as your meta description and answer-first lead. It helps only when it genuinely answers the page's core question rather than teasing it, so write it as the answer, not a hook.

2 min read

Bolding the key answer is a minor, helpful habit — it guides skimming readers to the point and reinforces where the answer is, but it's not a citation lever on its own. What actually earns the citation is that the answer is first, clear, and self-contained; bold just signals the structure you've already built.

2 min read

Yes — a genuine FAQ section is one of the most natural AEO formats because each question-and-answer pair is already a self-contained, answer-first passage an engine can lift. The value comes from answering real questions concisely, not from padding the page with keyword-stuffed fake questions or duplicate answers.

2 min read

Answer engines quote passages, not pages. To get cited, lead with the answer, write self-contained passages of 120–180 words under question-shaped headings, and back every claim with evidence. This is the writer's craft of being the source AI repeats.

4 min read

A Q&A library restructures one page as a set of standalone question-and-answer passages, each independently citable. Learn how to decompose a page into real questions, write answer-first passages for each, and multiply your citation opportunities without writing more pages.

4 min read

The Princeton GEO study proved it — adding quotations lifts AI visibility ~41%, statistics ~30%, and citing sources ~30%, while keyword stuffing lowers it. Learn what evidence to add, how to attribute it inline, and where to place it, with before→after examples.

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Scaling a Q&A library means turning the one-page tactic into a system — continuously sourcing real questions, prioritizing them, and producing answer-first, evidenced, original answers through your editorial workflow. The risk at scale is generic, duplicate answers, so originality and QC gates matter more, not less.

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Question-shaped headings phrase your H2s as the exact questions people ask AI, so engines can match a query to your passage and readers can scan for their question. Learn how to convert label headings into questions, mirror real query language, and structure a page around them.

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Aim for roughly 120–180 words per passage. SE Ranking's analysis associates that range with AI citations — long enough to answer one question completely, short enough for an engine to lift whole. Here's why the band works, and how to fix passages that are too thin or too sprawling.

3 min read

A citable passage is answer-first, self-contained, right-sized, specific, evidenced, single-purpose, plainly written, structurally clean, and well-headed. Here is each property with a before→after example — plus an interactive scorer that grades a paragraph you paste.

2 min read

For AI citation, long-form pages win — SE Ranking found cited content averaged around 2,900 words. But the catch is that long pages win by answering more questions, each in a short, self-contained passage. It's depth across the page, concision within each answer. Here's how to decide.

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A landing page for AI traffic does double duty — citable enough to earn the visit, continuous enough to convert it. It confirms the claim that brought the visitor, proves it, and offers a clear next step, fast and frictionless, because AI visitors arrive warm and impatient.

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It hurts. In the Princeton GEO study, keyword stuffing performed below baseline — the worst of the tactics tested — while adding quotations and statistics lifted visibility +41% and +29%. Natural keyword coverage still matters; stuffing does not.

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AI search visitors are warm and pre-qualified, so converting them is about continuity — confirm the claim that brought them, add the depth the answer couldn't, remove friction, and make the next step obvious. They already convert ~23x organic (Ahrefs); your job is not to break that momentum with a generic experience.

3 min read

An answer-first sentence states the complete answer before any context, so an engine can lift it and a reader gets the point immediately. Learn the pattern, the openers to delete, and the test that tells you if your answer is buried — with before→after examples.

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Buying guides match exactly how shoppers query AI — "best X for Y" — so an honest, answer-first guide that states who each option suits, backed by real testing, is prime citation material. The ones that get cited are genuinely useful and original; generic affiliate-style roundups are not.

3 min read

AI mostly understands images through their text context — alt text, captions, file names, and surrounding copy — even as vision models improve. So the text around an image is what gets you surfaced, and clear alt text is both an AEO and accessibility win. Images support citations; they rarely earn them alone.

3 min read

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