Turn Glassdoor reviews into a summarized employer sentiment report

Collects your company's Glassdoor reviews and turns them into a short summary of strengths, weaknesses, and sentiment.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("you request company data")):::human s0["scrape Glassdoor reviews"]:::svc s1["summarize reviews with AI"]:::svc s2["deliver sentiment report"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"summarized sentiment report delivered"/]:::out pay{{"quick insight into employer reputation"}}:::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
A stepAn outside serviceA personResultPayoff
Build size
Advanced

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

Business functions
Knowledge Base & RAGReporting & AnalyticsWeb Scraping & Data Collection
Connects
Bright DataGoogle Gemini

The problem it solves

Reading through hundreds of employee reviews to understand how your company is perceived takes more time than any HR team has to spare. Without a clear summary, it's easy to miss patterns in what employees are actually saying.

Who it fits

HR and employer-branding teams who want to monitor employee sentiment on Glassdoor.

How it works

  1. You request a company's Glassdoor data
  2. Reviews are collected using a web scraping service
  3. Google Gemini reads and summarizes the reviews
  4. A summary of sentiment, strengths, and weaknesses is delivered to you
What you get

Employee sentiment patterns you can act on

You get a clear picture of what employees are praising and criticizing on Glassdoor without reading every review yourself.

What you get

A summarized report of employee sentiment, strengths, and weaknesses.

What you need

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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