Find hiring companies and draft pitches from Glassdoor data

You enter a role and location, and the automation finds matching job listings and writes a custom pitch for each one.

How the work actually flows

A straight line. Runs once per each hiring company listing.

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

flowchart TD trig>"job search form submitted"]:::trig s0["pull matching job listings"]:::svc s1[("save listings to sheet")]:::store s2[["AI writes tailored pitch"]]:::mi s3[("add pitch to sheet")]:::store trig --> s0 s0 --> s1 s1 -->|"one per each hiring company listing"| s2 s2 --> s3 out[/"leads list with custom pitches"/]:::out pay{{"faster personalized outreach"}}:::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
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
Knowledge Base & RAGLead Generation & ProspectingSpreadsheet & Database OpsWeb Scraping & Data CollectionSurvey & Feedback
Connects
Bright DataGoogle SheetsOpenAI

The problem it solves

Finding companies that are actively hiring, and therefore likely to need your product or service, means digging through job boards one listing at a time. Then you still have to write a personalized opening line for every single prospect.

Who it fits

Sales teams and recruiters who want to prospect companies based on what roles they're currently hiring for.

How it works

  1. You submit a job title, location, and country through a web form
  2. The automation pulls matching job listings from Glassdoor
  3. Each listing's company, role, and details are saved to a Google Sheet
  4. AI writes a tailored pitch or icebreaker for each company
  5. The pitch is added to the same sheet next to its listing
What you get

Tailored pitches ready for your team to review

You get a list of companies actively hiring for a role you target, each paired with a pitch drafted specifically for them.

What you get

A Google Sheet of hiring companies with job details and a ready-to-use pitch for each one.

What you need

A Bright Data account, a Google Sheets account, and an OpenAI 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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