Agent
Discoverability

Audience Reaction Engine (by Zinnawa)

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

View in the Claude registry
Brand
Zinnawa
Category
Marketing
Primary Subcategory
Audience & Market Research
Integration details

Description

Audience Reaction Engine lets Claude 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. Compare two versions head-to-head, or interview a single persona to understand what would change their mind. Consumer pack (16 personas) and B2B pack (12 enterprise stakeholders). Works in any language. Honest limits: this is a directional simulation, not a prediction. In two pre-registered external backtests on 440 real campaigns, the panel did not beat chance at predicting real-world outcomes. Use it to catch blind spots and sharpen a message, not to forecast sales. Regulated categories (gambling, crypto, health claims, weight loss, trading, cosmetic surgery, tobacco) are refused at intake.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Marketing

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Audience & Market Research

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Brand
Zinnawa
Access
No account required
First tracked
2026-10-02
Tool count
4
Market
US
Agent DiscoverabilityClaude Discoverability Score

Claude Connector discovery is coming soon

Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.

No spam. Unsubscribe any time.

What discovery looks like

Claude showing a list of relevant Connectors in a conversation

Claude can surface verified Connectors when they match a user’s Prompt.

Primary Subcategory
12 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1SurveyMonkey98/100
2Rally MCP52/100
3Cognito Forms38/100
4Jotform37/100
5Jotform App Builder37/100
—AdlicioPending VerificationGet notified
—AIlonPending VerificationGet notified
—Artificial SocietiesPending VerificationGet notified
—Ask Your AudiencePending VerificationGet notified
—AttestPending VerificationGet notified
—Audience Reaction Engine (by Zinnawa)Pending VerificationGet notified
—bananabread AIPending VerificationGet notified
—BuzzSearchPending VerificationGet notified
—ConjointlyPending VerificationGet notified
—DecilePending VerificationGet notified
—EpistoPending VerificationGet notified
—Gather ResearchPending VerificationGet notified
—GetWhysPending VerificationGet notified
—HeatseekerPending VerificationGet notified
—LizzyPending VerificationGet notified
—OpenstagePending VerificationGet notified
—Outward IntelligencePending VerificationGet notified
—RapisightPending VerificationGet notified
—TesemblePending VerificationGet notified
—YPulse InsightsPending VerificationGet notified
Tools

4 tools agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

Audience Reaction Engine (by Zinnawa) Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Audience Reaction Engine (by Zinnawa)'s Claude Connector discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Audience Reaction Engine (by Zinnawa) alternatives on Claude?

As of 2026-11-02, Audience Reaction Engine (by Zinnawa) competes with SurveyMonkey, Rally MCP, Cognito Forms, Jotform, Jotform App Builder, Tally, Remesh, Listen Labs and 23 more in Claude Audience & Market Research, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.