Track sentiment on Instagram hashtags automatically

Collects Instagram posts by hashtag and rates them positive, negative, or neutral so you can gauge public opinion fast.

How the work actually flows

It branches. Any that apply are taken; runs once per one per instagram post.

Pattern: Multi-Choice (6) · Multiple Instances without Synchronization (12)

flowchart TD trig(("hashtags submitted via form")):::human s0["submit hashtags to track"]:::task s1[["collect matching posts"]]:::mi s2["classify post sentiment"]:::svc trig --> s0 s0 -->|"one per one per instagram post"| s1 s1 --> s2 gx{"○ what does result qualify for"}:::gate s2 --> gx p00["save to spreadsheet"]:::task gx -->|"all results"| p00 p10["log to airtable"]:::task gx -->|"positive mentions"| p10 p20["alert team instantly"]:::task gx -->|"notable results"| p20 p00 --> out p10 --> out p20 --> out out[/"sentiment tagged posts and alerts"/]:::out pay{{"fast read on public opinion"}}:::pay 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 personAny that applyResultPayoff
Build size
Advanced

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

Business functions
Social Media ManagementMessaging & NotificationsSpreadsheet & Database OpsSurvey & Feedback
Connects
InstagramGoogle SheetsAirtableSlack

The problem it solves

You want to know what people are saying about your brand or a campaign on Instagram, but scrolling through hundreds of posts under a hashtag takes forever. Without a systematic way to track sentiment, you miss both praise worth celebrating and complaints worth catching early.

Who it fits

A brand, marketing team, or agency running social campaigns who wants to track how people feel about a hashtag.

How it works

  1. You submit the hashtags you want to track through a form
  2. The system collects recent Instagram posts using those hashtags
  3. Each post is cleaned up and classified as positive, negative, or neutral
  4. Results are saved to a spreadsheet, positive mentions are logged separately, and your team gets an instant alert for key results
What you get

Public sentiment you can see at a glance

You get a clear read on how people feel about your hashtag, with standout mentions and alerts flagged for your team.

What you get

A spreadsheet of sentiment-tagged posts plus instant alerts for notable mentions.

What you need

Accounts for form collection, spreadsheet storage, a database, and a team chat tool, plus an Instagram data provider.

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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