Analyze Reddit comment sentiment automatically with AI

Paste a Reddit post link and the system reads every comment, scoring sentiment straight into a spreadsheet.

How the work actually flows

A straight line. Runs once per one per comment.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(("user pastes Reddit post link")):::human s0["pull all comments"]:::task s1[["classify comment sentiment"]]:::mi s2[("save results to sheet")]:::store trig --> s0 s0 -->|"one per one per comment"| s1 s1 --> s2 out[/"sentiment-scored list of comments"/]:::out pay{{"understand public reaction without reading comments"}}:::pay s2 --> 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 stepRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsWeb Scraping & Data CollectionResearch & Market IntelligenceSurvey & Feedback
Connects
Bright DataGoogle GeminiGoogle Sheets

The problem it solves

Reading through hundreds of Reddit comments to understand how people really feel about your brand or a topic takes hours you don't have. Important feedback and warning signs get buried in a wall of comments nobody has time to read.

Who it fits

Brand, community, or product teams who want to understand public reaction on Reddit without reading every comment.

How it works

  1. You provide the URL of a Reddit post
  2. The system pulls every comment from that post
  3. Google Gemini reads each comment and classifies it as positive, negative, or neutral, with reasoning
  4. Results are saved to Google Sheets with the comment text and sentiment
  5. You get a clear breakdown of public sentiment without reading a single comment yourself
What you get

Sentiment you can see at a glance

You get every comment on a Reddit post sorted into a clear sentiment breakdown ready for your team to review.

What you get

A Google Sheet listing each comment with its sentiment classification and the reasoning behind it.

What you need

A Bright Data account, a Google AI account, and a Google account with Sheets access.

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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