Summarize competitor Google reviews automatically with AI

The automation scrapes a competitor's Google reviews and has AI summarize the recurring complaints and praise into a sheet.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig[\"new competitor row added"\]:::trigdata s0["scrape competitor reviews"]:::svc s1["group and summarize themes"]:::task s2[("write summary to sheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"sheet updated with review themes"/]:::out pay{{"spot competitor complaints and praise fast"}}:::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 itA stepAn outside serviceA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
SEO & Search OptimizationSpreadsheet & Database OpsResearch & Market IntelligenceSurvey & Feedback
Connects
Google SheetsOpenAIDumpling AI

The problem it solves

Reading through dozens of competitor reviews to spot patterns takes hours you don't have, and it's easy to miss the complaints or praise that actually matter. Sharing those insights with your team means even more manual write-up.

Who it fits

Marketers, product teams, and competitive analysts who track what customers say about competitors.

How it works

  1. Watches for a new competitor added to a Google Sheet
  2. Scrapes the latest Google reviews for that business
  3. AI groups and summarizes the common complaints and praise
  4. Writes the summary back into the same Google Sheet
What you get

Competitor complaints you already know about

You get a running summary of what customers praise and complain about with your competitors.

What you get

A Google Sheet with a structured summary of a competitor's recent review themes.

What you need

A Google Sheets account, a review-scraping API account, and an OpenAI 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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