Osoro GEO
Scan my site

Changelog

What we've shipped in Osoro GEO, newest first. New ways to measure and improve how often AI engines cite your brand.

  1. A complete machine-readable identity on every page

    Every public page now states who published it in a form AI engines do not have to infer.

    • Organization, Person, and WebSite structured data on every page, from one source of truth.
    • Per-article social preview images, generated on demand.
    • First-party figures on data pages now publish as a machine-readable dataset.
    • Author and publisher unified across the whole site so nothing splits the brand entity.

    The CITE framework →

  2. Crawlability and freshness improvements

    The plumbing that decides whether AI crawlers can reach, read, and re-check the site.

    • Sitemap now carries real last-modified dates, and there is an Atom feed for articles.
    • IndexNow pings so new and updated pages reach Bing (and downstream ChatGPT Search) in minutes.
    • An explicit welcome for the current set of AI answer-engine crawlers.
    • A documented, verifiable edge configuration so no crawler is silently blocked.

    AI citation statistics →

  3. Deeper reference content on how AI citation works

    The glossary, help centre, and comparison pages became genuine reference material rather than tooltips.

    • Fourteen glossary terms expanded into full definitional pages with FAQs (GEO, AEO, AI citation, the four CITE pillars, Google AI Overviews, E-E-A-T, schema markup, and more).
    • A comparison hub at /compare, and every 'Osoro vs X' page now carries structured comparison data and FAQs.
    • A founder / author page so every article byline resolves to a real, credentialled author.
    • The help centre and free-audit page publish machine-readable FAQ and service data.

    GEO glossary →

  4. Distribution surfaces and operator tooling

    New ways to follow Osoro GEO and new tooling to grow how often AI engines cite the brands we measure.

    • A newsletter you can subscribe to for GEO research and product updates.
    • This public changelog.
    • A State of AI Citations report that publishes our first-party numbers as they land.
    • Video (YouTube) support with structured data, so recorded talks are citable by AI engines.

    State of AI Citations →

Newsletter

GEO research, in your inbox.

How AI engines decide which brands to cite, what actually moves the needle, and what we ship. No spam, unsubscribe any time.

By subscribing you agree to receive email from Osoro Solutions Ltd. Unsubscribe any time.

Read the research behind these changes →