Analyze sentiment of every comment on a Facebook post automatically

Every comment on a Facebook post gets pulled in and scored for sentiment, with results saved to your spreadsheet.

How the work actually flows

A straight line. Runs once per each comment and reply.

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

flowchart TD trig(("you provide facebook post")):::human s0[["fetch all comments and replies"]]:::mi s1["score sentiment per comment"]:::task s2[("save results without duplicates")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"all comments scored for sentiment"/]:::out pay{{"clear view of brand sentiment"}}:::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
Social Media ManagementSpreadsheet & Database OpsReporting & AnalyticsSurvey & Feedback
Connects
FacebookGoogle GeminiGoogle Sheets

The problem it solves

Reading through hundreds of comments on a Facebook post to gauge how people really feel about your brand isn't realistic to do by hand. Important shifts in sentiment can get missed entirely.

Who it fits

Marketing and social media teams monitoring brand reputation and campaign reaction on Facebook.

How it works

  1. You provide the Facebook post you want to analyze
  2. Every comment on the post is fetched, including replies
  3. AI scores the sentiment of each comment
  4. Results are saved to your spreadsheet without creating duplicates
What you get

Sentiment score for every comment logged

You get a sentiment score for every comment on your Facebook post, saved directly to your spreadsheet for your team to review.

What you get

A spreadsheet listing every comment on the post along with its sentiment score.

What you need

A Facebook Page account with API access and a Google Sheets account with a Google Gemini 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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