Unusual GTM brain

Unusual helps marketing teams understand and change how AI agents perceive and engage with their brands.

category

AI audience marketing

market profile

  • text: Buyers increasingly consult AI systems that can mischaracterize products or favor competitors.
  • text: Unusual combines research and advisory services with agent-facing infrastructure and self-serve tools.

personas

  • title: Chief marketing officer or brand leader
    pains:
    • AI systems may repeat outdated positioning or recommend competitors.
    • Needs evidence that brand interventions change perception and pipeline.
  • title: Demand generation or SEO leader
    pains:
    • Conventional analytics can miss agent visits and the pages agents consume.
    • Has limited visibility into why an AI answer omits the brand.
  • title: Product marketing leader
    pains:
    • Differentiation and proof may not be legible to AI agents evaluating alternatives.

icp

  • text: Fortune 100 brands and growth-stage companies with active marketing and meaningful online product discovery.
  • text: Companies whose offerings require explanation and competitive differentiation during AI-assisted research.

message pillars

  • text: Treat AI agents as a marketing audience.
  • text: Diagnose how agents understand the market.
  • text: Enable AI agents to engage directly with the business.

objections

  • objection: We already track AI share of voice.
    response: Unusual positions its research around why models form opinions and what changes them, alongside visibility.
  • objection: Can the impact be measured?
    response: Agree on baseline prompts, perception changes and conversion measures before an engagement; outcomes will vary.

competitors

  • name: Profound
    why: Enterprise AI search visibility monitoring and optimization.
  • name: Peec AI
    why: AI search brand visibility and competitive analytics.
  • name: Scrunch AI
    why: Tracks and improves brand presence in AI answers.

influencers

  • name: Keller Maloney
    url: https://www.unusual.ai/blog/introducing-agent-analytics-free-open-source-web-analytics-for-ai-traffic
    why: Founder writing on agent traffic measurement.
  • name: Will Jack
    url: https://www.unusual.ai/blog/what-ai-believes-about-your-brand
    why: Founder writing on brand perception in AI.

keywords

  • AI brand visibility
  • AI agent marketing
  • answer engine optimization
  • generative engine optimization
  • AI brand perception
  • AI agent traffic analytics

voice

  • research-led
  • confident and provocative
  • direct and practical

signals

  • text: Brand is missing from AI recommendations or is described with outdated positioning.
  • text: Marketing team is investing in AI search while lacking visibility into agent traffic.

hiring

  • Agent Marketing Consultant
  • Founding Engineer - Full Stack

pricing

model: unknown

motion

hybrid

channels

  • research and SEO
  • LinkedIn
  • YC directory
  • free tools
  • direct sales

confidence

high

Founders

  • name: Will Jack
    title: Founder/CEO
    role: CEO
    bio: Unusual helps you change AI's mind about your brand to get more leads. Previously founded Remedy, a healthcare startup. MIT alum.
  • name: Keller Maloney
    title: Founder
    role: Founder
    bio: Cofounder @ Unusual. Previously growth @ Gatsby. 15,000 cold call club. All american water polo player @ Princeton.

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