AI Content Intelligence
XStereotype's AI platform scores every piece of content across 40+ dimensions — from bias and authenticity to conversion likelihood and emotional impact — so your team executes with precision, not intuition.
The marketing industry has relied on subjective review, tribal knowledge, and lagging metrics for too long. By the time you know a campaign underperformed, the spend is gone.
XStereotype replaces intuition with intelligence — analyzing every asset before it publishes across dimensions that actually predict real-world performance.
We're not another analytics dashboard. We're the layer of intelligence that makes your entire content operation smarter.
Every piece of content is evaluated across four research-validated pillars — each rooted in behavioral science and measured against real human responses, not AI inference.
Surfaces racial bias, unconscious bias, stereotype signals, and inclusion gaps across your audience segments before content goes live.
Measures how content makes audiences feel — admiration, excitement, trust, or concern — and whether those emotions align with your brand intent.
Predicts the commercial effectiveness of your content — whether it will drive purchasing intent, likability, and real conversion outcomes.
Evaluates how real, relatable, and engaging your content feels — measuring authenticity, identification, image, and equality across audiences.
Scores delivered across multiple demographic segments — so you see exactly how different audiences experience your content.
Built for enterprise teams that need both pre-publish intelligence and real-time content governance.
The AI content intelligence platform that tells your team exactly what will perform — and why — before you spend a dollar.
Real-time guardrails for AI-generated content. Catch what LLMs miss before it becomes a brand crisis.
Built for enterprise teams. No lengthy onboarding. No disruption to your workflow.
Upload or paste any content asset — video, image, copy, social post, email. XRay accepts all formats and begins analysis immediately.
Scores grounded in real human behavioral research are returned across 40+ dimensions — bias, emotion, conversion, authenticity — broken down by demographic segment.
Your team goes to market knowing what will perform. Track results, refine your standards, and watch performance benchmarks rise over time.
LLMs predict content performance by inference from training data. XStereotype scores are derived from real human behavioral research — validated across diverse demographic panels by research scientists. There's a meaningful difference.
Every score is rooted in actual human studies — not AI guesswork. We analyze how real people across multiple demographic segments respond to content, capturing nuance that no language model can replicate.
Developed with research scientists using validated behavioral and psychological frameworks. Each dimension we measure — bias, authenticity, emotional impact, conversion — maps to outcomes studied in the real world.
Content lands differently across cultures, genders, and backgrounds. Our models surface exactly how each audience segment experiences your content — not a blended average that obscures the truth.
Recognized in the AI category for transforming how brands approach content intelligence.
Honored for breakthrough innovation in AI-powered creative analysis and brand safety.
Backed by leading venture investors
Join the enterprise teams replacing intuition with intelligence. Sign in or request a demo to see XRay in action with your own content.