Turn LinkedIn influencer posts into AI content for Amazon sellers

The system scrapes influencer LinkedIn posts, rewrites them with AI for Amazon sellers, and posts approved drafts automatically.

How the work actually flows

A straight line. Runs once per each tracked influencer profile; a person has to approve before it continues.

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

flowchart TD trig(["daily content scrape run"]):::trigtime s0[["Scrape influencer post"]]:::mi s1["AI rewrites content"]:::svc s2[("Save draft and log")]:::store s3["Publish approved draft"]:::svc s4[("Update record as posted")]:::store trig --> s0 s0 --> s1 s1 --> s2 s3 --> s4 hg(("team approves draft")):::human s2 --> hg hg -->|"approved"| s3 hg -. "sent back" .-> s2 out[/"approved posts published daily"/]:::out pay{{"steady on brand LinkedIn presence"}}:::pay s4 --> 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
Starts itAn outside serviceRuns 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 SystemsSocial Media ManagementSpreadsheet & Database OpsResearch & Market IntelligenceFile & Cloud Storage
Connects
AirtableGoogle DriveOpenAIApifyLinkedIn

The problem it solves

Coming up with fresh LinkedIn content every day is hard, and staring at a blank page while trying to stay relevant to Amazon sellers eats into time you don't have. You still want every post reviewed before it goes out under your brand, but doing the research and writing from scratch is slow. You need a steady stream of drafts ready for your approval.

Who it fits

A brand or agency serving Amazon sellers that wants a steady, on-brand LinkedIn presence.

How it works

  1. Pulls a list of LinkedIn influencers from Airtable and scrapes their latest post
  2. AI rewrites the post as original content aimed at Amazon sellers, along with a branded image
  3. Saves the draft text and image to Google Drive and logs it in Airtable for review
  4. Each day, picks one approved draft, downloads the image, and publishes it to LinkedIn
  5. Updates the Airtable record to mark it as posted
What you get

On-brand LinkedIn posts ready for a final check

You get LinkedIn content drafted from influencer posts and paired with a branded image, ready for your review before it goes out.

What you get

A steady stream of AI-drafted LinkedIn posts for your review, and daily published posts once approved.

What you need

An Airtable base, a Google Drive account, an OpenAI account, an Apify account, and a LinkedIn account.

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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