What Deal-Breakers is AIInventing About You?

When a lead asks "What are the downsides of [Your Brand]?", AI often cites outdated objections or missing features you actually shipped months ago.

NEGATIVE_AUDIT // GEMINI_FLASH_2.5

Audit your AI Reputation

We'll simulate a skeptical buyer query to detect false "Cons".

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Complete Reputation Analysis

The "Silent Churn" happens before they even visit your website. We identify exactly where AI models are misinformed about your product.

Deal-Breakers

Identify specific false negatives (e.g. "No SSO") that cause enterprise buyers to disqualify you immediately.

Signal Gaps

Find out which missing data sources (G2, Docs, Pricing Page) are causing the AI to hallucinate about your features.

Consensus Check

See if the dominant narrative across the web has updated to reflect your latest product launches, or if it's stuck in 2023.

Recent Vulnerability Scans

Don't see your brand? for any company above.

The "Frozen Memory" Problem

LLMs like ChatGPT and Gemini are trained on vast datasets that have a cutoff date. While they use web browsing (RAG) to fetch new info, they heavily prioritize "trusted consensus" from established directories.

Why this kills revenue

  • False "Missing" Features: AI telling buyers you don't have SSO or Integrations you actually shipped.
  • Outdated Cons: "Steep learning curve" complaints from 2023 persisting into 2025.
  • Zombie Objections: Issues you fixed versions ago being presented as current deal-breakers.

Live Hallucination Example

Common Hallucinations

  • "They don't have Enterprise SSO."

    Actually fixed in v2.0

  • "Lacks integration with Slack."

    Shipped, just not indexed

Monitor Your AI Reputation

Track how ChatGPT, Claude, and Gemini describe your product features in real-time. Get alerts when AI hallucinations negatively impact your sales.

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