Monitor competitor pricing and feature changes automatically

Checks competitor websites weekly, flags what changed in pricing or features, and reports it straight to Slack.

How the work actually flows

A straight line. Runs once per each competitor site.

Pattern: Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(["runs on a weekly schedule"]):::trigtime s0[("pull competitor URL list")]:::store s1[["visit each competitor site"]]:::mi s2["compare data to last check"]:::task s3["compile and send report"]:::task trig --> s0 s0 -->|"one per each competitor site"| s1 s1 --> s2 s2 --> s3 out[/"weekly competitor change report"/]:::out pay{{"spot competitor moves without manual checking"}}:::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 stepRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsMessaging & NotificationsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
BrowserActOpenRouterGoogle SheetsSlack

The problem it solves

You want to know when a competitor drops their prices or adds a new feature, but checking every competitor's website by hand every week isn't realistic. By the time you notice a change on your own, you're already behind.

Who it fits

Product managers, pricing analysts, and market researchers tracking competitor moves.

How it works

  1. Once a week, the automation pulls your list of competitor URLs
  2. Each competitor site is visited and current pricing and features are captured
  3. AI compares the new data against what was recorded last time
  4. Specific changes, like a price increase, are identified
  5. A summary report is compiled and sent to Slack, with a full log saved to Google Sheets
What you get

Competitor moves you hear about first

You get a weekly Slack summary showing exactly what changed in your competitors' pricing and features, with a full log saved for reference.

What you get

A weekly competitive intelligence report showing exactly what changed, delivered to Slack and archived in Google Sheets.

What you need

A web scraping tool, an AI model provider, Google Sheets, and Slack.

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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