Vertical guide

    AEO for SaaS

    For SaaS, AEO decides whether ChatGPT names you when a buyer asks for the best tool in your category. The pages that matter most are pricing, comparisons and integrations, and they are often the ones built with heavy client-side JavaScript.

    The prompts that decide a shortlist

    Buyers ask comparison and alternatives questions: "best X for Y", "X vs Z", "alternatives to Z". Track those prompts first.

    Pages to make fetchable first

    • Pricing, with plan names and numbers in HTML
    • Comparison and alternatives pages
    • Integrations directory
    • Security and compliance page
    • Customer proof with named outcomes

    Run it as sprints

    Pick up to 4 tasks per sprint, ship them, and re-probe. The Bull AI Labs Sprint Board and LLM Lab run that loop with each task verified after release.

    FAQ

    Questions people ask

    Why does ChatGPT recommend competitors instead of us?

    Often because the agent can fetch their pricing and comparison pages and cannot read yours. Start with a two-fetch diff.

    Keep reading

    Related

    Updated 2026-10-13. Sources: Bull AI Labs probe runs, saved per diagnosis · bullai.tech/methodology

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