Unusual

Unusual helps brands discover and change how AI models talk about them.

Unusual surveys models with thousands of targeted probing questions to understand how they form their opinions. We examine the sources they pull from, and find patterns in their reasoning, that let us create content and PR engineered to change those models’ minds.

A typical Unusual customer sees more than a 40% increase in traffic from AI models within a month of going live.

Beyond driving more traffic, customers have used Unusual to shift models’ perception of their brand from “niche” to “enterprise-platform”, from “scrappy” to “customer-obsessed”, and from “good for startups” to “a solid bet for the middle market”.

We work with top companies including Reducto, Monarch Money, and more.

Unusual is a company focused on helping brands discover and change how AI models talk about them, essentially enabling brands to control and optimize their AI-generated narratives and presence.

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High-Level Overview

Unusual builds technology that allows brands to monitor, understand, and influence how AI models represent their brand voice and messaging. This product serves marketing teams, brand managers, and communication professionals who want to ensure that AI-generated content aligns with their brand identity and values. By addressing the challenge of AI models producing inconsistent or off-brand narratives, Unusual helps companies maintain authenticity and trust in AI-driven communications. The company is gaining momentum as AI-generated content becomes ubiquitous, providing a unique solution in the evolving AI and brand storytelling ecosystem.

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Origin Story

Unusual was founded to address the emerging problem that AI language models, while powerful, often generate content that can misrepresent or dilute a brand’s intended voice and messaging. The founders, likely with backgrounds in AI, marketing, and brand strategy, recognized the need for tools that give brands agency over AI narratives. Early traction probably came from brands seeking to safeguard their reputation and messaging consistency in AI-powered marketing and customer engagement channels.

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Core Differentiators

• Brand-Centric AI Control: Unlike generic AI content tools, Unusual focuses specifically on how AI models talk about a brand, enabling precise control over tone, style, and messaging alignment.
• Discovery and Monitoring: The platform discovers how AI models currently represent a brand across various AI-generated outputs, identifying inconsistencies or inaccuracies.
• Actionable Insights: Provides brands with recommendations and tools to adjust AI narratives proactively, ensuring messaging stays on-brand.
• Integration with Brand Strategy: Supports layering human creativity and strategic brand frameworks with AI-generated content, enhancing authenticity and emotional resonance.
• User-Friendly Interface: Designed for marketing and brand teams, enabling easy oversight without requiring deep AI expertise.

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Role in the Broader Tech Landscape

Unusual rides the wave of generative AI’s rapid adoption in marketing and communications, where brands increasingly rely on AI to create content at scale. The timing is critical as AI models become default tools for storytelling, but without proper controls, they risk producing off-brand or inconsistent narratives. Market forces such as the demand for hyper-personalized, authentic brand experiences and the need for AI governance frameworks favor Unusual’s solution. By enabling brands to shape AI narratives, Unusual influences the broader ecosystem by promoting responsible, brand-aligned AI usage and helping companies build trust in AI-driven content.

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Quick Take & Future Outlook

Looking ahead, Unusual is well-positioned to expand as brands deepen their AI integration and demand more sophisticated tools to manage AI-generated content. Trends like real-time adaptive storytelling, hyper-personalization, and AI governance will shape their journey. Their influence may evolve from brand narrative control to broader AI content strategy and compliance, becoming a critical partner for brands navigating the AI content revolution. As AI storytelling grows more immersive and interactive, Unusual’s role in ensuring brand authenticity will become increasingly vital.

This focus on controlling how AI models talk about brands ties directly back to the core challenge of maintaining brand integrity in an AI-driven world.