QuestionFuel

    Free 3-Minute Diagnostic

    Is AI Recommending You, Or Your Competitor?

    Buyers are asking ChatGPT and Gemini who to trust before they ever visit your site. Most companies have no idea what is being said about them. This scorecard shows your AI Visibility Score out of 20, your weakest signal, and exactly what to fix first.

    Get My Score

    Free. No signup required. Takes about 3 minutes.

    Sample result

    14/ 20
    Entity Clarity
    Authority Signals
    Structured Content
    Topic Association
    Brand RecognitionWeakest signal

    Illustrative example, not a real company's result.

    You can't fix what you can't see.

    You're invisible in the answer

    When someone asks AI for a recommendation in your category, your company may simply never come up, while a competitor does.

    The narrative isn't yours

    AI is already describing your company to buyers right now, accurately or not, and you have no visibility into what it is saying.

    Waiting costs you deals

    Every week this goes unchecked is another week prospects are being quietly steered toward someone else.

    How the scorecard works

    1. 1

      Open a private browser window

      Logged out matters. It shows you what a stranger actually sees, not results shaped by your own history.

    2. 2

      Ask AI about your company

      You'll run two live checks against a real AI assistant and score what it actually says.

    3. 3

      Get your score and your fix

      Walk away with a score out of 20, your weakest of five signals, and a clear next step.

    The five signals AI uses to decide whether to recommend you

    Entity Clarity

    Does AI actually know what you do and who you serve?

    Authority Signals

    Does AI see evidence you're credible in your space?

    Structured Content

    Is your information organized in a way AI can actually parse?

    Topic Association

    Does AI connect your name to the topics your buyers search?

    Brand Recognition

    Does AI recognize your name at all, unprompted?

    Built on real AEO research, not guesswork

    QuestionFuel works with companies of every kind, from investor relations and life sciences to financial services and consumer brands, to track how AI platforms describe them and close the gap when the narrative drifts from the truth.

    The five signals in this scorecard come from our own published research into how AI systems interpret and recommend companies.

    Know exactly where you stand, and what to do next.

    In three minutes you'll have a clear score, your single weakest signal, and a specific next step to close the gap, so you are not guessing what AI is telling your buyers anymore.

    See your AI Visibility Score now

    Free. No signup required. Takes about 3 minutes.

    Read your five AI visibility signals in about three minutes.

    Five questions, mapped to the five signals AI systems use to decide whether to describe and recommend a company. Two of them are live checks: you will query an AI assistant about your own company and answer based on what it actually said.

    Have an incognito or private browser window ready. Logged out matters, because a logged-in session reflects your own history rather than what a stranger sees.

    Want the full breakdown of how scoring works first? Read the methodology →

    Is the scorecard really free?

    Yes. The scorecard is free to run and there is nothing to buy at the end of it.

    Do I need to log in or create an account?

    No account is needed to answer the questions. You enter your name, company and email only at the end, so we know where to send your result.

    What do I get at the end?

    A score out of 20, the single weakest of your five AI visibility signals, and a specific next step to close that gap.

    How is my score calculated?

    Five questions, one per signal, each scored 0 to 4 based on the answer you select, for a total between 0 and 20. Two of the five are live checks, where you ask an AI assistant about your own company in a logged out window and score what it actually said.