Audience Reaction Engine (by Zinnawa)

Test how an audience reacts to your content before you publish it.

Audience Reaction Engine lets your AI run your product launch, price change, campaign message, announcement, crisis statement or personal post past a panel of AI personas before it goes public. You get a GO / CAUTION / NO-GO verdict, every persona's reaction and objection, the main risks and opportunities, concrete rewrite suggestions, and a link to a full visual report.

MCP connector

Server URL: https://zinnawa.com/mcp/product
Login: None
Protocol: MCP 2025-11-25
Instructions: Simulate how a full audience reacts to content BEFORE it goes public. runs a panel of AI personas (16 consumer or 12 B2B) over a product launch, price change, campaign message, announcement, crisis statement or personal post, and returns a GO/CAUTION/NO-GO verdict with per-persona reactions. A/B-tests two variants. asks one persona a follow-up question. Results are AI simulations — treat them as a blind-spot check, not ground truth.

Tools

Changes data4

Skills

None in the store listings or on the server