Free GEO Analyzer
Scored from your page in code, with the evidence under every finding. Access, parseability, chunkability, extractability, and whether a lifted passage would name you. Nothing here is a measurement of what any AI system does with your content.
Free. No signup required.
We fetch your page and parse the whole document (headings, links, lists and structured data), then follow your About and blog links. No login needed.
Retrievable covers access, parseability, chunkability and extractability. Citable covers six attribution signals. Every finding carries the evidence it was scored from.
See which factors are weak and why, with the exact text or markup we found. Anything we could not verify is labelled, not guessed at.
Generative Engine Optimization (GEO) is the practice of structuring your website so that AI tools like ChatGPT, Gemini, and Perplexity can read it, lift answers from it and attribute those answers to you. As more search behavior shifts to AI-generated answers, being usable in those answers, not just in blue links, matters more.
Retrieval has prerequisites. A page an engine cannot fetch is not a candidate at all. Past that, a page with no self-contained passage has nothing clean to lift, and a lifted passage with no attribution anchor names nobody. Those are structural conditions on your page, and they are what Byline checks.
What happens after that is model behaviour, and it is not observable from your HTML. Byline does not estimate it.
Your GEO score is calculated across 7 weighted factors: schema markup (15 pts), author and entity signals (15 pts), direct answer content (20 pts), factual citable claims (15 pts), content structure (15 pts), brand and entity clarity (10 pts), and freshness signals (10 pts). Each factor is scored based on signals found in your page HTML, with a maximum total of 100 points. Each factor is scored in code from what we can actually find in your markup and copy, and every finding shows the evidence behind it. If a factor can't be checked from the pages we read, it's marked “unable to assess” and left out of the total rather than counted against you.
This is a heuristic assessment of how ready your content is to be quoted. It is not a measurement of your actual visibility in AI tools. No one outside OpenAI, Google or Perplexity can measure that from your HTML, and any tool claiming otherwise is guessing. A higher score means fewer structural obstacles to being read, understood and quoted; it is not a prediction of citations.
Run a free GEO analysis above, or sign up to generate a draft and score it before you publish.