AI website optimization is not magic. I checked the real structure problems that stop pages from being found, parsed, and cited.
I keep seeing three claims about "AI SEO" for websites:
"Just add llms.txt."
"Schema is enough."
"Google SEO and AI visibility are now separate games."
Two of those are wrong. One is still unproven.
Every GEO ("generative engine optimization") tool, including ours until recently, sells some version...
Classic SEO audits usually answer questions like: can Google crawl this page, does the title tag...
Aggregate patterns from thousands of anonymized audits run through the SEO Score API — the same five issues show up on almost…
You can optimize for AI search forever without knowing whether it works. Here's a pennies-a-week probe that fires the questions…
There's a gap between what a website says about itself and what an AI agent can actually verify from...
Co-authored by Rudrendu Paul and Sourav Nandy. Repo: github.com/RudrenduPaul/LLMScout, a...
