Understand How AI Describes Your Brand

Sentaiment is an AI brand perception management platform that shows exactly how ChatGPT, Claude, Gemini, Perplexity, Grok, and Llama describe your brand. You get an Echo Score that quantifies brand clarity across models, plus model-specific Suggested Actions to fix misalignment. What takes teams weeks to analyze manually, we deliver in 5 minutes.

GEO (Generative Engine Optimization) tools focus on visibility hacks and synthetic testing with made-up queries. Sentaiment reads what models actually say when asked about your brand in real scenarios. We measure perception quality and narrative alignment, not just whether you appear in fabricated test queries. GEO will be table stakes. Sentaiment helps you control the story once you have visibility.

Our primary markets are digital marketing and PR agencies managing multi-brand portfolios, corporate communications departments at Fortune 500 companies, and major global brands where AI misrepresentation creates real revenue risk. We also serve fintech, healthcare, media, and DTC startups where AI visibility drives discovery.

Traditional tools monitor social media and search rankings. Sentaiment monitors what AI models actually say when asked about your brand. 89% of business buyers now use AI in vendor research. We show you how those models describe your positioning, values, and differentiators so you can correct errors before they shape buying decisions.

Synthetic testing uses artificial queries that no one actually asks. Real users ask different questions in different contexts. Sentaiment queries models with realistic scenarios based on how your industry and competitors are actually discussed. You see what matters: how models position you against alternatives, describe your differentiators, and represent your values when people research solutions like yours.

Large language models like GPT-4, Claude, and Gemini power the AI tools people use for research and decision-making. By 2028, AI search traffic will surpass traditional organic search. Right now, 26% of brands have zero presence in AI results. How these models perceive your brand directly affects whether you get discovered, recommended, and trusted.

Real strategy. Echo Score measures whether AI models accurately convey your intended positioning, not just whether your brand name appears somewhere. Suggested Actions prioritize fixes by business impact. You get clear guidance on content gaps, schema improvements, and narrative alignment that drive discovery and consideration. This informs PR strategy, content planning, and competitive positioning.

LLM optimization is the process of improving how AI models understand and describe your brand. Sentaiment identifies where models misrepresent your positioning or miss key differentiators, then provides specific content and schema fixes to align perception. Track improvements with Echo Score over weeks, not quarters.

AI search traffic is surging while traditional SEO traffic declines. Top-tier brands average 169 AI mentions versus just 14 for second-tier brands, a 10x exposure gap. If your brand isn't clearly represented in ChatGPT, Claude, and Gemini, you're invisible in the discovery channel that matters most. Perception is reality.

Yes. Onboarding is fast and requires no engineering work. It is built for comms, brand, and marketing teams.

Yes. We offer early access with trial options so your team can see exactly how AI models describe your brand before committing. No credit card required.

You choose the cadence that fits your workflow. Real-time alerts notify you of major perception shifts. Weekly scans work for agile brand teams making ongoing optimizations. Monthly reporting suits strategic planning and executive updates. All plans include historical tracking to measure Echo Score trends.

Reach us at hello@sentaiment.com. We are here to help.