Getting Found by AI Search: The Technical Half (Without a Web Team)

Before an AI engine can believe you, it has to be able to find you, read you, and trust that the words are really yours. That is this half — the technical plumbing that makes you extractable and citable. It is mostly fix-once work, it does not take a developer, and if any of it is broken, nothing else you do matters.

This is the companion to the trust guide. That one covers getting chosen — the trust & conversion guide at Makers Imprint. This one covers getting found — and getting quoted.

Why the technical half is table stakes — and why table stakes still has to be paid

The technical half is the part a big company gets right without thinking, because it has a web team and a checklist. That is exactly why it is easy to dismiss as plumbing.

But plumbing you ignore is plumbing that floods the house. You can have the truest story, the most honest pricing, the realest testimonials on the internet — and if an AI crawler cannot read your page, or your content opens with a throat-clear it cannot extract, or your site describes you three different ways, you are invisible to the exact search that was about to recommend you. The trust half is where you win. This half is the price of being in the game at all.

The good news: it is fix-once. Do it in an afternoon, confirm it is working, then spend your ongoing energy on the trust half where the real advantage is.

Are AI crawlers allowed to read your site?

What it is: making sure the engines are actually allowed and able to read your pages — not blocked at the door, and not hidden behind JavaScript they cannot run.

Why it matters: a surprising number of small-business sites quietly block the AI crawlers — sometimes on purpose, more often because a plugin, a host default, or a Cloudflare toggle did it without telling anyone. If GPTBot, Google-Extended, or ClaudeBot get a "no entry," you are not low in the results — you are not in them at all. The same goes for content that only appears after JavaScript runs: many crawlers see a blank page where your strongest writing should be.

How to fix it without rebuilding: check your robots.txt (yoursite.com/robots.txt) — it should not Disallow the AI user-agents. Check your host or CDN for a "block AI bots" or "bot fight" setting and turn it off if it is on. Make sure your key content is in the page's HTML, not injected by a script. None of this is a redesign — it is flipping switches that are already there.

Does your page answer the question in the first sentence?

What it is: putting the actual answer in the first sentence of a section — before the setup, the backstory, or the "there are several things to consider."

Why it matters: AI engines do not read your page like a person savoring an essay. They scan for a passage that answers the question and lift it. If your section on roof costs opens with "Roofing is a big decision, and there are many factors…" there is nothing to extract — the answer is buried three sentences down, and the engine moves on to the competitor who led with "A tile reroof in Phoenix runs $12,000–$22,000." The one who answers first gets quoted. The one who warms up gets skipped.

How to fix it without rebuilding: go through your key pages and, for each section, move the answer to sentence one. "What does it cost?" — lead with the number. "How long does it take?" — lead with the time. Keep the context, just put it after the answer, not in front of it. This is the single highest-leverage edit on the technical side.

Does your site speak the machine's language (schema)?

What it is: structured data — a small block of machine-readable code (JSON-LD) that tells the engines, in their own language, what your page is: a business, an article, an FAQ, a product, a review.

Why it matters: everything on your page is a guess for a machine until schema confirms it. Schema turns "some text that might be a phone number" into "this is the business's phone number," and "a list of questions" into "an FAQ the engine can quote directly." Pages with clean structured data are far easier for an engine to understand, trust, and cite — and it is the layer most small sites are missing entirely.

How to fix it without rebuilding: you do not hand-write this from scratch. Add the three that matter most: Organization (or LocalBusiness) schema on your homepage — who you are, where, how to reach you; FAQPage schema anywhere you answer common questions; Article schema on your guides and posts. Most site platforms have a plugin or a paste-in field for it. It is copy-paste-and-fill, not development.

Have you posted the signpost (llms.txt)?

What it is: a simple text file at yoursite.com/llms.txt that tells AI engines, in plain language, who you are and what you offer — the AI-era equivalent of robots.txt.

Why it matters: it is new, it is low-effort, and almost none of your small competitors have one. It gives the engines a clean, authoritative summary to draw from instead of stitching one together from scattered page text. Ten minutes of work for a signal most sites do not send at all.

How to fix it without rebuilding: write a short plain-text file — your name, what you do, your service area, your main services, what makes you different, and how to contact you — and upload it to your site's root as llms.txt. That is the whole job.

Can an engine lift one section and have it still make sense?

What it is: structuring each section so it can stand alone — a specific, question-shaped heading, the answer right under it, the proof below that — so an engine can lift the whole passage and have it still make sense out of context.

Why it matters: engines quote passages, not pages. A heading like "Step Two" is meaningless lifted out; a heading like "How much does a kitchen remodel cost in Phoenix?" is a self-contained answer the engine can drop straight into a response — with your name on it. Vague headings and run-on sections give the engine nothing clean to grab.

How to fix it without rebuilding: rewrite your headings to look like the questions people actually ask — each could be the title of its own short article. Under each, make the section readable on its own: answer, then proof (a number, an example, a real photo), no dependence on the paragraph above it.

Is your business the same "you" everywhere?

What it is: one canonical name, address, and one-line description, used identically across your homepage, your about page, your Google Business Profile, and your schema.

Why it matters: engines cross-check. Three different descriptions read as three different, less-trustworthy businesses — and a phone number on the site that does not match the one on the profile is a small crack that costs real confidence.

How to fix it without rebuilding: pick one canonical version of each — name, address, phone, one-sentence description — and use it everywhere. It is a find-and-replace, not a project.

The honest bottom line

This half is the plumbing: crawlable, answer-first, schema in place, llms.txt posted, clean liftable chunks, one consistent identity. It is mostly fix-once, it does not need a developer, and once it is done, it is done. The big players will match you here — so match them, then move on.

Because the moment the plumbing works, the game moves to the half you can actually win: the real story, the honest pricing, the genuine proof, the actual human. That is the trust & conversion half — read it here.

Not sure which of these six you are missing? That is the whole point of what we built — run the free check and find out exactly where you stand with AI search.

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Questions, answered

Made by people who scan their own sites first. — AEO Check