Spot gaps in your Amazon catalog versus competitors

Scans competitor Amazon listings with AI and flags missing products, pricing gaps, and bundle ideas.

How the work actually flows

It branches. Exactly one path is taken; runs once per each competitor listing.

Pattern: Exclusive Choice (4) · Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("user picks competitor category")):::human s0[["scrape competitor listings"]]:::mi s1["compare against your catalog"]:::task s2["score and identify gaps"]:::task trig --> s0 s0 --> s1 s1 --> s2 gx{"× priority level"}:::gate s2 --> gx p00["log to priority sheet"]:::task gx -->|"high impact opportunities"| p00 p10["log to secondary sheet"]:::task gx -->|"lower priority opportunities"| p10 p00 --> out p10 --> out out[/"prioritized list of gaps"/]:::out pay{{"finds missed revenue opportunities"}}:::pay 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 stepRuns once per itemA personOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
Bright DataOpenRouterGoogle Sheets

The problem it solves

You know competitors are outselling you on Amazon in some categories, but figuring out exactly what they carry that you don't takes hours of manual browsing. Pricing and bundling opportunities get missed simply because nobody has time to compare every listing.

Who it fits

Ecommerce merchandising, pricing, and product teams selling on Amazon.

How it works

  1. You point the system at a competitor's Amazon product category
  2. Product data is scraped from their listings
  3. AI compares it against your own catalog and pricing
  4. Missing variants, bundle ideas, and pricing gaps are identified and scored
  5. High-impact opportunities are logged in one Google Sheet and lower-priority ones in another
What you get

Competitor gaps and bundle ideas spotted for you

You get a ranked list of missing products, pricing gaps, and bundle ideas pulled straight from competitor Amazon listings.

What you get

A prioritized Google Sheets list of missing products, bundle ideas, and pricing gaps versus your competitors.

What you need

A Bright Data account for scraping and an OpenRouter account for the AI analysis, plus Google Sheets.

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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