Analyze Reddit sentiment and flag toxic content with AI

AI reads Reddit posts and comments, scoring sentiment and tone so you can spot problems fast.

How the work actually flows

A straight line. Runs once per each post or comment.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("user selects subreddits to monitor")):::human s0["pull recent posts and comments"]:::svc s1[["score sentiment per item"]]:::mi s2["flag tone and toxicity"]:::task s3["deliver structured report"]:::task trig --> s0 s0 -->|"one per each post or comment"| s1 s1 --> s2 s2 --> s3 out[/"sentiment and toxicity report"/]:::out pay{{"spots brand problems before they grow"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Research & Market IntelligenceAPI & Webhook IntegrationSurvey & Feedback
Connects
RedditOpenRouter

The problem it solves

Keeping a pulse on how people feel about your brand or community across Reddit means reading through hundreds of posts and comments by hand. Spotting a negative trend or a toxic thread before it grows is nearly impossible to do manually.

Who it fits

Community managers, brand teams, and researchers who need to track opinion on Reddit.

How it works

  1. The system pulls recent posts and comments from chosen subreddits
  2. AI scores each one for sentiment, from positive to negative
  3. It flags emotional tone, toxicity, and topics that are trending
  4. A structured report with recommendations and urgency levels is delivered
What you get

Brand sentiment you can see at a glance

You get Reddit posts and comments scored for sentiment and tone so you can spot problems early.

What you get

A structured sentiment report covering tone, toxicity, and trending concerns.

What you need

A Reddit account with API access and an AI model API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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