Scans a social post's comments and turns them into sentiment breakdowns.
Comment Intelligence pulls the comments off a social media post and runs them through an LLM pipeline that sorts genuine reaction from spam, clusters recurring themes, and generates a hard-gated "DO THIS" action list for the creator concrete, verb-first recommendations, ranked by urgency, with a code-level filter that discards anything about a third-party product so it never tells a creator to "fix" something they don't own. Platforms currently live: X (official API v2), Instagram and YouTube (official YouTube Data API v3, Apify for Instagram). TikTok, Reddit, and Facebook integrations exist in the codebase but are currently disabled on the frontend after reliability issues. Stack: Next.js 16 (App Router), TypeScript, Tailwind v4, deployed on Vercel with Fluid Compute. Classification runs on Groq's OpenAI-compatible endpoint. Known limitations: pre-revenue, no paying users yet. Groq's free tier rate-limits classification under load — production use needs a paid tier. Instagram comment volume is capped by Apify's free-tier gate. Snapchat is manual-paste only.
Next step: <blockquote>Re-enable and stabilize the TikTok, Reddit, and Facebook integrations that are currently disabled. Move to a paid Groq tier (or another LLM provider) to remove the rate-limit ceiling for production use. Add a persistence layer for scan history and scheduled/recurring scans. Package as a subscription SaaS billed per scan.</blockquote><p><strong>Starting bid — your call, not mine to pick s</strong></p>
For sale
What's included
Source code, All related design work
GitHub repository access, live Vercel deployment configuration, and README with setup instructions for all API integrations (X, YouTube, Apify, Reddit, Groq).
Reason for selling
Heading back to school in late September and won't have time to keep developing or supporting this, selling rather than letting it sit unmaintained.
Project metrics
Average Monthly Visitors: Pre-launch
Average Monthly Revenue: Pre-revenue
Average Monthly Downloads: Pre-launch / New project
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