Instantly see how ChatGPT, Claude, and Gemini describe your brand and know what to fix first.
89% of B2B buyers use AI to research vendors. Sentaiment shows what these models say about you and helps correct misrepresentation fast.
Why It Matters
Language models use whatever they can find — even outdated or wrong content. Sentaiment shows what AI says today and gives honest actions to align perception.
See exactly how ChatGPT, Claude, Gemini, Perplexity, and others describe your brand. No guessing required.
Get model-specific Suggested Actions to fix errors, reinforce strengths, and maintain accuracy over time.
No BS. We read the models, not synthetic tests. Tools to ensure headers, schema, and content match what LLMs expect.
of brands have zero AI presence
fear AI misrepresents them
exposure gap in AI results
We query ChatGPT, Claude, Gemini, Perplexity, Grok, and Llama with 50+ brand scenarios. Analysis completes in 5 minutes.
See your unified perception score, identify misaligned narratives, and understand which sources shape responses about your brand.
Follow model-specific recommendations to fix errors, strengthen positioning, and improve perception alignment.
| Task | Sentaiment | Manual Approach |
|---|---|---|
| Scenario Generation |
Automated
|
Build 50+ scenarios manually
|
| Model Querying |
Parallel multi-model
|
Query each model individually
|
| Data Collection |
Standardized pipelines
|
Collect hundreds of data points manually
|
| Analysis & Scoring |
Proprietary algorithms
|
Manual analysis and scoring
|
| Trend Tracking |
Automated over time
|
Track changes manually
|
Sentaiment Echo is our AI brand monitoring product that tracks how ChatGPT, Claude, and Gemini describe your brand and gives clear actions to manage perception.
One score that shows how clearly and consistently AI models describe your brand. Track clarity and consistency across top models, see which topics and claims drive the score, and spot gaps and drift over time.
Model-specific steps that correct errors and align the story you want told. Fixes are prioritized by impact and effort, with clear copy and schema guidance and checks to confirm the change worked.
Share simple summaries with your team or board. Get Echo Score trends and drivers, top issues and planned fixes, and export to PDF for stakeholder presentations.
Join forward-thinking brands using Sentaiment to manage how AI models describe them.
While your competitors are invisible to AI search, you'll have real-time monitoring, actionable insights, and proven strategies to shape your brand story across ChatGPT, Claude, Gemini, and every major AI model.
14-day free trial • Full platform access
"Everything in Sentaiment logically builds upon the other and makes it actionable, not just a generic checklist with a find and replace of my brand name."
Hayden B.
Owner, Plate Lunch Collective
89%
of brand leaders report improved AI visibility within 30 days of using Sentaiment
Join a community of brands globally who are using Sentaiment to manage AI perception
Contact us for details
Sentaiment shows how AI models describe your brand so you can see issues early and take clear action. No speculation. No synthetic tests. Just what the models are saying right now.
No training or setup. Scan and see how AI interprets your brand in seconds.
Check brand visibility across ChatGPT, Claude, Gemini, Llama, and more from one dashboard.
We never alter outputs. You work from real model answers so changes are honest and measurable.
Made for marketers. Analyze and act without engineering support or complex setup.
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.
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.
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.
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.
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.
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.
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.
Reach us at hello@sentaiment.com. We are here to help.