GEO Checklist: 10 Changes for Your Existing Pages
A GEO checklist is a pass over your existing pages, not a rebuild. The changes that get pages quoted by AI engines are answer-first paragraphs, real statistics, named sources, clean structure, and crawlers that can reach the page, and most take under an hour per page. The ten below are the ones I run on every Shopify store.
Key Points
- Start with your money pages and your best blog posts, not the whole site
- The biggest wins are answer-first openings, statistics with sources, and open crawler access
- Princeton’s GEO research found adding statistics, quotes, and citations lifted visibility in AI answers by up to 40%
- Finish by measuring AI referrals, or you will never know if any of it worked
1. Put the Answer in the First Two Sentences
The answer belongs in the first two sentences of the page and of every section that asks a question. AI engines lift short, complete answers, and they mostly get asked questions: Semrush found 80% of AI Overviews trigger on informational queries, with “how,” “what,” and “is” questions leading the pack.
So open your page and read the first paragraph cold. If a stranger could not repeat your answer after reading it, rewrite it until they could. The 300 words of warm-up most pages open with is the first thing I delete.
If the term is new to you, my breakdown of what GEO is explains why this one edit does the most work. Every other item on this list builds on a page that answers fast.
2. Turn Headings Into the Questions People Ask
Headings should match the questions people type, since the heading list is the map an AI engine scans to find its answer. “How Much Does It Cost?” beats “Pricing Considerations” every time.
To find those questions, pull your queries from Google Search Console and your customer emails, then rewrite each H2 to match one real question. Every H2 should be a question someone typed, and every first sentence under it should be the answer. A skimming shopper gets as much from that as a machine does, which is my answer to whether you should write for AI or for people.
3. Add Real Numbers to Your Claims
Adding real numbers to your claims is the single highest-leverage GEO edit. The Princeton GEO research tested nine optimization methods across 10,000 queries, and adding statistics was among the strongest, lifting visibility in AI answers by up to 40%.
That is why a claim with a number is an argument, and a claim without one is an opinion. Swap “shipping speed matters” for a claim with a percentage and a study linked right where the number lands.
Your own data counts double here. A store that publishes its real return rate or its real test results owns a number nobody else can cite, and unique numbers are the ones AI answers attribute by name. A heated vest brand that measured its battery at 9 hours and 40 minutes on low gets quoted; the one that says “all-day warmth” does not.
4. Quote a Named Source
Quoting a named source was another winner in that same Princeton research, alongside citing references. AI engines prefer pages that show receipts, since a sourced claim is safer to repeat than a bare one.
Beyond the stats, add one expert quote or one named study to each important page. Google’s documentation, an industry report, or a real customer result all work. Link the source inline, not in a footnote the AI has to hunt for.
5. Give Clustered Numbers a Table
A table is the right home for any section where three or more numbers sit in prose. Tables are easy for AI engines to parse and easy for shoppers to skim, so they serve both readers at once.
Comparison sections benefit most, like price versus features or before versus after. Keep the header row clean and the cells short, and the table becomes the most quotable block on the page. On a product page, a specs table with battery life, weight, and heat settings is the block ChatGPT quotes when a shopper asks which heated vest lasts longest.
6. Cut the Walls of Text
Walls of text hide your answer from people and machines alike. Nielsen Norman Group found 79% of users scan pages rather than read them, and concise rewrites improved measured usability by 58% in their testing.
To fix that, break paragraphs at three sentences. One idea per paragraph, one topic per section. If a paragraph needs a breath to read aloud, it needs a break.
7. Open the Door for AI Crawlers
AI crawlers can only quote pages they can reach, so check your robots.txt before polishing another word. OpenAI’s bot documentation says a site that blocks OAI-SearchBot “will not be shown in ChatGPT search answers.”
Its ChatGPT search announcement puts it the other way: any website can choose to appear. Plenty of stores choose themselves out by accident, usually through a robots.txt rule nobody remembers adding.
Google’s guidance on AI features works the same way: pages must be indexed and snippet-eligible to appear in AI Overviews and AI Mode. On Shopify, the robots.txt.liquid template is where a past developer may have blocked everything, so open it and read it before you assume you are visible. I walk through which bots to allow and which to think twice about in my post on blocking AI crawlers.
8. Refresh Stale Facts and Dates
Stale facts cost citations, since AI engines favor current sources when answers change over time. A 2023 stat on a page about a fast-moving topic reads as expired to a system choosing between you and a fresher competitor.
So update the numbers, swap dead links, and revise the parts that changed, not just the date stamp. I tested how much this matters in content freshness and AI citations, and real updates beat cosmetic ones every time.
9. Answer the Follow-Up on the Same Page
The follow-up question belongs on the same page as the first answer. Someone who asks “what is a good conversion rate” asks “how do I improve mine” next, and a page that covers both is more complete for the AI to draw from.
To get there, list the two or three questions a reader would ask after your headline question, and give each its own section. Complete pages get quoted, and thin pages get skipped. Depth on one topic beats breadth across ten.
This also protects you when the AI answers in steps. An engine assembling a how-to pulls from pages that cover the whole job, so the page that stops at step one rarely makes the citation list. Building those pages out is most of what my AI search services for Shopify stores do in the first month.
10. Measure What the AI Engines Send You
Measuring what the AI engines send you is the checklist item almost everyone skips. The referrals hide inside normal analytics reports, and they land with identifiable sources, so you can see whether ChatGPT, Perplexity, or Copilot ever send you a visitor.
Set it up once and check it monthly. My guide to tracking AI traffic in GA4 walks through the channel group step by step. Pair it with a monthly brand check inside the AI tools themselves, or with one of the AI visibility tools once you track more than 30 prompts, and you will know which pages earned their spot.
Want This Checklist Run on Your Store?
Ten changes, none of them exotic: answer first, prove it with numbers and sources, structure it so machines and skimmers can lift it, open the crawler door, keep it fresh, and measure the result. That is GEO on a real store, and it is most of how SEO, AEO, and GEO fit together.
If you would rather have it done than read about it, book a call. I will run this exact checklist against your three most important pages and show you what I would change on each one.
