A desktop app that tests social media posts with AI bots before publishing.
Product memo
Content creators and marketers use Post Reaction to predict social media post performance before publishing. It runs on desktop for Mac and Windows, using AI bots with distinct personalities to simulate audience reactions and provide engagement metrics. The tool emphasizes privacy and offline functionality, offering a one-time purchase model that contrasts with typical subscription services.
For who
Content creators and marketers
Solves what
Predicting social media post performance before publishing
- AI-powered audience reactions
- Side-by-side content comparison
- Desktop app for Mac & Windows
In their own words
Test Your Posts Before Publishing
See which version of your content will perform better with AI-powered audience reactions.
Test social media posts before publishing with AI bots. See which content version performs better through realistic audience reactions and engagement metrics.
Commercial cues
Model
one time
Free tier
Yes
Trial
Available
Pricing Strategy
- • A free tier provides unlimited posts to drive initial adoption.
- • One-time purchases remove subscription friction for privacy-focused users.
Operator context
Operating setup
Founded
Apr 2025
HQ
Türkiye
Platform
Desktop
Audience
Creators
Payments
Polar
Detected via TrustMRR
Social footprint
Tech stack
Builder Strategy
- Strategy Type
- Niche Specialist
- Stage
- Pre Revenue
- Effort
- Solo Buildable
About Post Reaction Expand
Post Reaction offers content creators and marketers a way to test social media posts before they go live. This desktop application, available for Mac and Windows, uses AI bots to simulate audience reactions and provide engagement metrics.
Its one-time purchase model and offline functionality appeal to users prioritizing privacy and transparent pricing over subscription-based cloud services. The tool helps users compare different content versions side-by-side, supporting multiple LLMs for varied audience simulations.