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Audit Your Page for AI

25 min

What you'll be able to do

  • Grade your most important page on how easily an AI engine can quote it
  • Learn the six things that make a passage citable
  • Leave with a prioritized fix list you'll work through in the next lesson

▶ Video coming soon

Walkthrough for this lesson

KEY TAKEAWAYS

  • 44% of the pages ChatGPT cites are quoted from the first third of the page. Burying your answer costs you the citation
  • A citable passage is self-contained: roughly 40 to 60 words that still make sense pulled out on their own
  • Name the subject instead of saying “we” or “it.” The engine reads your paragraph with nothing around it
  • Definitive language gets quoted; hedged language gets skipped
  • Schema markup helps engines understand your business, but controlled tests show it is not a citation lever. Treat it as plumbing, not strategy

What “extractable” means

Think about how your home page reads to a person: a warm headline, some scene-setting, a story about why you started the business, and eventually the useful details. Now picture an AI reading it, hunting for a 50-word chunk that directly answers “what does this business charge for commercial cleaning in Irvine.” Beautiful, atmospheric writing that never states a plain fact gives the machine nothing to lift. Extractable simply means your page contains passages that can stand alone as an answer.

The six-point checklist

  • Answer-first: the direct answer appears in the first sentence or two, before the background. Journalists call this the inverted pyramid.
  • Question-based headings: your headings read like the questions customers actually ask (“How much does commercial cleaning cost in Irvine?”) rather than clever labels (“Our Approach”).
  • Self-contained passages: roughly 40 to 60 words each, placed directly under their heading, making full sense on their own.
  • Quotable specifics: real numbers, prices, timeframes, and named sources rather than vague claims like “affordable” or “fast.”
  • Definitive language: “Wilson Cleaning serves 40 offices in Orange County” rather than “we believe we may be able to help with your cleaning needs.” Analysis of cited passages found them far more likely to use definitive wording.
  • Named subjects: the passage says who it's about instead of opening with “we,” “our team,” or “it.”

Why the top of the page matters so much

One analysis found that 44% of the passages ChatGPT cites come from the first third of a page. That doesn't mean the rest is wasted, but it does mean the most valuable real estate you own is the top of each page, and most small business websites spend it on a slogan and a stock photo. If your prices, service area, and what you actually do are only reachable after three scrolls, you're keeping your best material where the engine is least likely to look.

The pronoun problem

This one is subtle and it's everywhere. Because the engine grabs a paragraph and reads it with nothing around it, a sentence like “We've been doing this since 2009 and our customers love the results” is unusable. Who is “we”? The engine can't be confident, so it moves on to a competitor who wrote “Wilson Cleaning has served Orange County offices since 2009.” Same fact, one is quotable. Writing your own name where you'd normally write “we” feels repetitive as you type it, and it is one of the highest-return changes you can make.

A word on schema markup

Schema markup is invisible code that labels what's on your page: this is a business, this is its address, this is a review. You'll hear it sold as an AEO must-have, and the truth is more measured. Google and Microsoft have both confirmed it helps their systems understand content, and cited pages do carry it more often. But controlled tests have failed to show it causes citations, and Google states no special markup is needed to appear in AI Overviews. Worth having as basic plumbing, especially for your business name, address, and hours. Not worth paying someone thousands for as a citation strategy.

Step by step

  • Pick the single page that matters most, usually your home page or your main service page.
  • Select all the visible text on it and copy it. You want the words, not the design.
  • Run the AEO Page Audit prompt below and paste the text in where it asks.
  • Read the grades honestly. Most small business pages score badly at first, and that's the opportunity, not a verdict on your business.
  • Save the prioritized fix list. The next lesson works straight through it.

Put it into practice

Audit your most important page and save the fix list. If you have time, audit a competitor's page too. Comparing the two grades is usually the most useful ten minutes in this course.

PROMPTS FOR THIS LESSON

Copy these into your AI tool. They auto-fill with your business profile. Browse the full library.

Local MarketingQuarterly

AEO Page Audit (Extractability Grader)

Paste any page's text and get a letter-graded audit of how easily AI engines can quote it, with the exact sentences to fix and a prioritized action list.

Local MarketingQuarterly

AEO Page Audit (Extractability Grader)

You are an answer-engine content auditor. AI search engines (ChatGPT, Perplexity, Google AI Overviews, Gemini) do not quote whole pages. They pull out a short passage and read it with no surrounding context. I want to know how well my page performs at that. MY BUSINESS: [BUSINESS DESCRIPTION] MY CUSTOMERS: [TARGET CUSTOMER TYPE] MY CITY: [CITY] HERE IS MY PAGE TEXT: [PASTE ALL THE VISIBLE TEXT FROM YOUR PAGE HERE] Grade this page honestly. Do not be encouraging for the sake of it, a soft grade helps me lose to competitors. Quote the actual sentences from my page in your examples so I know exactly what to change. SECTION 1: SCORECARD Give a letter grade (A-F) plus one sentence of reasoning for each of these six criteria: 1. ANSWER-FIRST: does the page state what this business does, for whom, and where, within the first two sentences? Or does it open with a slogan, a story, or scene-setting? 2. QUESTION-BASED HEADINGS: do the headings read like questions a customer would actually ask, or are they vague labels like "Our Approach" or "Why Choose Us"? 3. SELF-CONTAINED PASSAGES: are there passages of roughly 40-60 words that would still make complete sense if lifted out and read alone? 4. QUOTABLE SPECIFICS: does the page contain real numbers, prices, timeframes, service areas, and named sources? Or mostly adjectives like "affordable," "trusted," and "high quality"? 5. DEFINITIVE LANGUAGE: does the page state things plainly, or hedge with "we believe," "we may be able to," "one of the leading"? 6. NAMED SUBJECTS: do passages name the business, or do they open with "we," "our team," and "it"? This matters because a passage read out of context has nothing to tell the engine who "we" is. SECTION 2: MOST AND LEAST CITABLE Quote the 3 passages from my page most likely to be quoted by an AI as-is, and say why. Then quote the 3 least citable passages and explain exactly what makes each one unusable out of context. SECTION 3: THE MISSING ANSWERS List the questions a customer in [CITY] would ask about [PRIMARY PRODUCT/SERVICE] that this page does not answer at all. These are the citations I am losing by default. SECTION 4: PRIORITIZED FIX LIST A numbered list, ordered by impact. For each fix: what to change, which specific sentence or section it applies to, and whether it is high, medium, or low impact. Put the fixes that take under ten minutes at the top of their impact tier so I can start today. Two rules for your recommendations: - Do NOT tell me to repeat my keywords more. Keyword stuffing measurably performs worse than leaving a page alone. - Do NOT invent facts about my business to fill gaps. Where I need a real number I do not have, say so and tell me where to find it.
After you run this: Save the prioritized fix list, you will work straight through it with the Answer-First Page Rewrite prompt. Try running this on a competitor's page too: comparing the two grades shows you exactly where you stand.

What's next

You know what's wrong. Next you'll fix it, one section at a time, without losing your voice or your facts.