AI Disclosure

What We Are

Price Predictor is an AI-powered pricing research service operated by xpolls.ai. Every response in our studies is generated by an AI agent — a digital twin built from real, anonymized voter and opinion panel data.

What We Disclose

• Every order confirmation explicitly states that responses are AI-generated
• Every PDF report includes disclosure language
• Our pricing page, order form, and all communications identify our service as AI-powered

What We Expect From You

If you use Price Predictor results in published research, reports, or presentations, you must disclose that the responses were generated by AI agents. We provide ready-to-use disclosure language with every report.

What This Is Good For

• Pricing strategy and price point validation
• Go/no-go pricing decisions before launch
• Directional signal before commissioning a full study
• Product concept and willingness-to-pay testing
• Board-ready pricing data for internal decision-making

What This Is NOT For

• IRB-submitted human-subjects research where AI use is not disclosed
• Passing off AI responses as human responses without disclosure
• Any context where the AI origin of responses is deliberately concealed

Your Data Stays Private

All AI processing runs on locally hosted models at our own private facility. Your product descriptions and generated responses are never sent by us to third-party cloud AI providers. No OpenAI, no Google, no Anthropic — your data stays on our infrastructure.

The Honest Pitch

A panel worker clicking through 200 surveys for $0.02 each is also not the thoughtful human respondent you imagined — and that service never told you. We're telling you. That's the difference.

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