Turn Indeed company pages into AI-summarized profiles in Airtable

Pulls company profiles from Indeed and turns them into clean AI summaries stored in Airtable automatically.

How the work actually flows

A straight line. Runs once per one per company page.

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

flowchart TD trig[\"list of Indeed links ready"\]:::trigdata s0[["retrieve each company page"]]:::mi s1["generate company summary"]:::svc s2[("update Airtable with summary")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"structured company summaries saved"/]:::out pay{{"quick company insights without manual research"}}:::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
Starts itAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsReporting & AnalyticsWeb Scraping & Data CollectionResearch & Market Intelligence
Connects
AirtableBright DataGoogle Gemini

The problem it solves

Researching companies on Indeed one page at a time is slow, and every listing is formatted differently. You end up copying and pasting details by hand instead of getting a quick, usable summary.

Who it fits

Recruiters, market researchers, or founders who need quick company insights from Indeed.

How it works

  1. A list of Indeed company page links is pulled from Airtable
  2. Each page is retrieved automatically
  3. Google Gemini reads the page and writes a clean summary
  4. The summary is sent onward for use in other tools
  5. Airtable is updated with the structured insights
What you get

Company insight without reading the page

You get a clean summary of every company's Indeed profile, giving your team quick insight without digging through pages.

What you get

A structured, AI-written summary of each company's Indeed profile saved in Airtable.

What you need

An Airtable account, a Bright Data account, and 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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