When AI picks your competitors

    Your competitors are in the answer.
    You should be too.

    They’re getting the introduction. You’re getting left out. We uncover the sources, content, and positioning behind their visibility, then build your case to take that place.

    Get my free AI visibility audit

    Five AI engines. 48 hours. No sales call.

    Which platform should we compare for enterprise SSO?
    The shortlist starts here
    01Competitor AComparison article
    02Competitor BCustomer reviews
    03Competitor CIndustry roundup
    Your companyNot in this answer.
    Better product. Missing introduction.

    Turn their visibility into your next move

    Find their advantage.
    Build yours.

    Your competitor doesn’t have to be the better choice to be the visible one. Here’s where we look for their edge.

    1. 01
      The buying questionTheir page has the answer.

      They answer the question.

      Their comparison pages and product content meet the buyer at the decision. We find the questions they cover and the ones your content leaves wide open.

      Comparison pages / Product evidence
    2. 02
      The outside evidenceTheir name keeps coming up.

      Others back their story.

      G2 reviews, Reddit discussions, third-party roundups, and industry coverage put weight behind their claims. We trace the sources and find where your proof is missing.

      Reviews / Discussions / Coverage
    3. 03
      The product storyAI knows where they fit.

      Their position is clear.

      AI can connect their product to a specific buyer, problem, and use case. We check whether your company gets the same clear introduction or gets lost in the category.

      Category / Capabilities / Buyer fit
    Explore the AEO and GEO program

    From finding to action

    Don’t just watch
    them win.

    If a comparison article puts your competitor in the answer and leaves you out, more generic blog posts won’t close that gap.

    The opening
    Which SSO platform is best for a growing SaaS company?

    AI cites a vendor comparison.
    Your competitor is included. You aren’t.

    Your next move

    Compete for
    that exact decision.

    • Build the comparison buyers actually need, backed by product facts.
    • Put that evidence to work through distribution and relevant third-party outreach.
    • Rerun the question. Track who appears and which sources get cited.

    Find out where they’re beating you.

    Your free audit shows where competitors appear, which sources back them, and your biggest gap to address first.

    Need the full plan? Explore the $500 AI Visibility Roadmap
    Get my free AI visibility audit

    From the work

    More often in
    the consideration set.

    In one engagement, the company became a leading or recommended option more often over 69 days.

    See the case study and measurement
    Leading or recommended option
    32%39%

    Across 100 assessed ranking and shortlist cells.

    Your category is being defined in AI right now

    Find out who's writing the answers.

    • Free AI visibility audit across five AI engines
    • A plain-language audit, not a slide deck
    • No obligation, no hard sell
    Free AI Visibility AuditStep 1 of 2

    Let’s see what AI says about you.

    Start with your company website. We’ll look at how the five major AI engines describe your brand.

    Delivered in 48 hours. No sales call.