Seoxpert research reports
Original data on SEO, security, accessibility, and AI-search readiness. Every data point comes from a site whose owner ran an audit on it — either as one of our customers or by running one of our free tools on their own URL. No scraped data; no surprise scans of sites who didn't opt in.
Free to read, free to cite. Findings update as the underlying data grows.
How we collect the data
Our own scan database.Customers who sign up for Seoxpert run full audits on their own sites. Aggregated across all completed audits, the frequency data shows what's actually broken on real websites.
Anonymized usage of our free tools. Visitors who run a URL through our free toolsconsent to the check by initiating it. We store the structural finding signature (e.g. “og:image-missing”) and a hashed hostname to dedupe — never the full URL, IP, or any identifying data. Same approach as SecurityHeaders.com, SSL Labs, and Mozilla Observatory.
No scraping of sites that didn't opt in.We don't crawl top-1000 lists or research datasets without consent. Every site represented in our data either signed up or pasted their own URL into a free tool.
Want to see how your own site stacks up?
Run a free audit. Then compare your findings against the patterns in our reports.