Turn competitor Amazon reviews into ready-made ad creatives

Scrapes a competitor's Amazon reviews, summarizes their weak points with AI, and emails your team a ready-to-use ad image.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"competitor product link submitted"]:::trig s0["scrape Amazon reviews"]:::svc s1[("save and summarize reviews")]:::store s2["AI identifies weaknesses"]:::task s3["generate and email ad image"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"ready-to-use ad image delivered"/]:::out pay{{"faster competitive ad ideas"}}:::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 itA stepAn outside serviceA record or sheetResultPayoff
Build size
Advanced

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

Business functions
Email AutomationSpreadsheet & Database OpsWeb Scraping & Data CollectionResearch & Market IntelligenceSurvey & Feedback
Connects
Bright DataOpenAIGmailGoogle Sheets

The problem it solves

Figuring out what to say in an ad that beats a competitor usually means someone reading through dozens of reviews by hand, hunting for complaints you can turn into a selling point. That research eats hours your media buying team doesn't have.

Who it fits

E-commerce brands and media buying teams who want ad ideas based on real competitor weaknesses.

How it works

  1. You submit a competitor's Amazon product link through a form
  2. The system scrapes the reviews for that product
  3. Reviews are saved to a spreadsheet and combined into one summary
  4. AI analyzes the summary to identify the competitor's main weaknesses
  5. AI generates an ad image addressing those weaknesses and emails it to your team
What you get

Ad ideas drawn from real competitor complaints

You get a ready-to-use ad image built from your competitor's own review weaknesses, emailed straight to your team.

What you get

A ready-to-use ad image plus a written summary of competitor weaknesses, delivered by email.

What you need

A Bright Data account, an OpenAI API key, a Gmail account, and a Google Sheets 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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