I ran a GEO audit on our top 50 pages last week — here's what broke

Last Tuesday I pulled our top 50 organic pages by traffic and ran them through a GEO audit. The results were... not great. 34 of them would basically get ignored by ChatGPT and Perplexity if someone asked about our core topics.

The biggest issue? Our content was written for Google's crawlers, not for AI synthesis. We had the keywords, we had the backlinks, but we didn't have the structure that lets an AI model actually extract and cite our information.

Here's what I found and what I fixed:

AI models need to know what your page is actually about, fast. If your first 200 words are brand storytelling, you've lost them. I went through each page and added a one-sentence definition right at the top:

> "A GEO audit is a systematic evaluation of how well your content can be understood, extracted, and cited by AI search engines like ChatGPT, Perplexity, and Google's AI Overviews."

That single addition changed how our pages performed in AI citations. Two weeks after implementing, we saw a 23% increase in brand mentions in AI-generated answers (tracked via manual sampling of 100 queries).

We had statistics everywhere — "73% of marketers say..." — but no attribution. AI models are trained to be skeptical of unsourced claims. I added specific citations to every stat: Gartner reports, our own survey data, published studies.

This is where having a GEO Audit Tool helps — it flags unsourced claims automatically. Before I had that, I was doing it manually with Ctrl+F for percentage signs.

AI models love comparisons. "X is better than Y" gives them something to work with. I added comparison tables to 12 of our key pages — feature comparisons, pricing comparisons, use-case comparisons.

The pages with comparison tables got cited 3x more often than pages without, based on a sample of 50 AI search queries I tracked over two weeks.

1. Exported top 50 pages from GA4

2. Ran each through the GEO Audit Tool to get a baseline score

3. Identified the three most common failure patterns

4. Created a fix template for each pattern

5. Applied fixes to all 50 pages

6. Re-ran the audit after two weeks

7. Tracked AI citation mentions via manual query sampling

Total time investment: about 15 hours over two weeks. The AI Gravity Checker helped me prioritize which pages to fix first — I focused on the ones with high search volume but low AI visibility.

If you're still treating GEO like SEO with extra steps, you're going to lose visibility fast. The GEO vs SEO breakdown I wrote last month covers the fundamental differences, but the short version: SEO is about ranking in a list, GEO is about being the answer.