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Post Reaction
Test Your Posts Before Publishing with AI-Powered Audience Reactions

What is Post Reaction?

Post Reaction is a desktop application designed for Mac and Windows operating systems that enables users to test social media content before publishing. The tool allows users to create two different versions of a post and receive simulated reactions from AI bots with distinct personalities, interests, and social behaviors. These bots provide comments, likes, shares, and bookmarks to mimic real audience engagement.

The application supports multiple large language models including DeepSeek, OpenAI, Anthropic, xAI, Ollama, and LM Studio, with options for custom models. It operates locally on the user's machine for enhanced speed and privacy, ensuring content remains on the device unless cloud-based LLMs are selected. Users can personalize the experience by entering their name, username, and profile image for more realistic previews.

Features

  • Realistic AI Bots: Each bot has its own personality, interests, and social behavior for authentic reactions
  • Detailed Interactions: See comments, likes, shares, and bookmarks to understand engagement patterns
  • Multiple LLM Support: Choose from DeepSeek, OpenAI, Anthropic, xAI, Ollama, LM Studio, or custom models
  • Side-by-side Comparison: Test two versions of your content simultaneously to identify which one resonates better with your audience
  • Fast & Offline: Run locally on your machine for speed and privacy. No need to be online

Use Cases

  • Optimizing social media posts before publishing to increase engagement
  • Testing different content versions to determine which performs better with audiences
  • Simulating audience reactions for marketing campaigns or brand messaging
  • Improving content strategy by analyzing AI-generated feedback on posts

FAQs

  • How does Post Reaction work?
    Users create two versions of a social media post, and AI bots with unique personalities react to each version by commenting, liking, sharing, and bookmarking. The results are analyzed to determine which version will perform better.
  • What's the difference between the Free, Plus and Pro versions?
    The Free version offers access to 10 AI bots and supports Ollama and LM Studio. The Plus version ($10 one-time purchase) provides access to 100 AI bots and supports all LLMs. The Pro version ($50 one-time purchase) includes access to 1000 AI bots and supports all LLMs.
  • Which LLMs does Post Reaction support?
    It supports DeepSeek, OpenAI, Anthropic, xAI, Ollama, LM Studio, and custom models.
  • Is Post Reaction available for both Mac and Windows?
    Yes, it is available as a desktop application for both Mac and Windows operating systems.
  • How does Post Reaction handle privacy?
    The application runs locally on the user's machine, so content never leaves the device unless cloud-based LLMs are used, ensuring privacy.

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