Rank Instagram hashtags by real engagement data using AI

AI suggests hashtags for your Instagram caption, then ranks them by real engagement data from Instagram's own API.

How the work actually flows

A straight line. Runs once per each suggested hashtag.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("user submits post caption")):::human s0["ai suggests hashtags"]:::task s1[["pull engagement data per hashtag"]]:::mi s2[("cache results")]:::store s3["return top five hashtags"]:::task trig --> s0 s0 -->|"one per each suggested hashtag"| s1 s1 --> s2 s2 --> s3 out[/"ranked shortlist of hashtags"/]:::out pay{{"data-driven hashtag choices"}}:::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 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 OpsSecurity & Compliance
Connects
InstagramOpenAIGoogle Sheets

The problem it solves

Picking hashtags for Instagram is mostly guesswork, and popular ones don't always drive engagement. Testing tags by hand means digging through analytics you don't have easy access to.

Who it fits

Social media managers and small businesses posting regularly on Instagram.

How it works

  1. You provide a caption for your upcoming Instagram post
  2. AI suggests a mix of popular and niche hashtags
  3. Each hashtag's real engagement data is pulled from Instagram
  4. Results are cached in Google Sheets to save on lookups
  5. The top five hashtags by engagement are returned to you
What you get

Hashtags ranked by real engagement data

You get your best-performing hashtags ranked by real engagement data before you post.

What you get

A ranked shortlist of the best-performing hashtags for your post.

What you need

An Instagram Business account with Graph API access, an OpenAI account, and Google Sheets.

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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