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    The AEO Agency for High-Stakes B2B Companies

    QuestionFuel helps biopharma, investor relations, PE/M&A, and complex B2B companies control how AI platforms — ChatGPT, Gemini, Perplexity, Claude — describe them to the people who matter most.

    What does an AEO agency actually do?

    A traditional SEO agency helps your pages rank in Google. An AEO agency helps your company appear — accurately and favorably — in AI-generated answers. As buyers, investors, and partners increasingly turn to ChatGPT, Gemini, and Perplexity before they turn to Google, the question is no longer just "where do you rank?" It's "what does AI say about you?"

    Traditional SEO Agency

    • Optimizes pages for Google rankings
    • Builds backlinks
    • Targets search keywords
    • Measures organic traffic

    AEO Agency (QuestionFuel)

    • Monitors AI-generated answers about your company
    • Identifies narrative gaps and drift
    • Structures content for AI extraction
    • Measures AI citation share and accuracy

    Who needs an AEO agency?

    Biopharma

    Drug assets being described inaccurately during quiet periods, clinical readouts, or PDUFA dates — when AI narrative risk is highest.

    Investor Relations

    Companies where AI-generated answers shape investor and analyst perception before any official communication.

    PE/M&A

    Acquirers and targets where AI surfaces outdated, incomplete, or competitor-framed narratives during due diligence.

    Complex B2B

    Companies where buyers consult AI before engaging sales — and where category definition and competitive positioning matter.

    How QuestionFuel's AEO methodology works

    1. 1

      AI Narrative Audit

      We query ChatGPT, Gemini, Perplexity, and Claude with the questions your buyers, investors, and partners are actually asking. We document exactly what AI says about you today.

    2. 2

      Gap and Drift Analysis

      We identify where AI narratives diverge from your official communications, where competitors are displacing your framing, and where information vacuums exist.

    3. 3

      Content Structuring

      We build or restructure content so AI systems can extract accurate, favorable answers about your company — using schema markup, direct-answer formatting, and topical authority clusters.

    4. 4

      Distribution and Alignment

      We ensure your structured content reaches the sources AI platforms draw from — owned, earned, and syndicated.

    5. 5

      Ongoing Monitoring

      We track AI-generated answers about your company on a continuous basis and alert you when narratives shift.

    See the full DRIFT Framework →

    Biopharma AI visibility & narrative monitoring →

    What's included in QuestionFuel's AEO services

    AI Visibility Audit

    Baseline assessment of how AI platforms describe your company across 5 signal categories. Delivered as a detailed report with gap analysis and prioritized recommendations.

    Narrative Monitoring

    Ongoing tracking of AI-generated answers about your company, drug asset, or leadership team. Weekly or monthly reporting with alerts on material shifts.

    Content and Correction

    Structured content creation, schema implementation, and source alignment to correct inaccurate AI narratives and build lasting AI citation share.

    Industries we serve

    Life Sciences and Biopharma
    Investor Relations and Public Companies
    Private Equity and M&A
    High-Stakes B2B

    See industry-specific AI visibility →

    Why QuestionFuel

    Vertical depth

    We specialize in regulated, high-stakes industries where narrative accuracy is not optional — not horizontal B2B or e-commerce.

    Proprietary methodology

    The DRIFT Framework is a structured five-step process for detecting, analyzing, and correcting AI narrative drift — not a generic content checklist.

    Confidentiality

    We understand disclosure constraints, quiet periods, and regulatory sensitivities — and build our workflows accordingly.

    Common questions about AEO agency services

    What does an AEO agency charge?

    AEO agency pricing varies by scope, industry, and monitoring frequency. QuestionFuel's engagements are structured around the complexity of your AI narrative environment — regulated industries with active monitoring requirements typically involve higher investment than one-time audits. Contact us for a scoped proposal.

    How long does AEO take to show results?

    Initial AI Visibility Audits are delivered within 2 weeks. Narrative corrections — where structured content begins influencing AI-generated answers — typically show measurable improvement within 60 to 90 days, depending on the platform and the depth of the existing narrative gap.

    How is AEO different from SEO?

    SEO optimizes for search engine rankings. AEO optimizes for AI-generated answers. The underlying content principles overlap, but the technical implementation, measurement framework, and target platforms are distinct. A company can rank #1 on Google and still be described inaccurately by ChatGPT.

    Do you work with companies that have existing SEO agencies?

    Yes. QuestionFuel operates as a complementary layer to existing SEO, PR, and communications teams. We focus exclusively on AI visibility and narrative accuracy — a channel most traditional agencies are not yet equipped to address.

    Can AEO help during a quiet period or regulatory blackout?

    Yes — and this is one of the highest-value use cases. During disclosure blackouts, official communications go quiet while AI platforms continue to generate answers based on whatever information is available. Proactive AEO ensures the content layer AI draws from is accurate and aligned before the quiet period begins.

    See what AI is saying about your company

    Request a free AI Visibility Audit — we'll show you exactly how ChatGPT, Gemini, Perplexity, and Claude describe your company right now, where your narrative is drifting, and what it would take to correct it.