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Competitive Intelligence Monitor

Tracks competitor pricing, features and messaging, and tells your team what changed.

B2B / SaaSCompetitive intelMonitoringAgentsSales enablement

An always-on monitor that watches competitor sites, detects meaningful changes with AI, and turns them into a weekly digest plus ready-to-use talking points for sales.

Your team stops hearing about a competitor’s price cut from a lost deal, and starts hearing it from Monday’s digest, rebuttal already written.

The challenge

Teams try to keep tabs on competitors by hand, checking pricing pages, changelogs and landing pages every so often. It is slow, inconsistent, and the important changes are easy to miss until a deal is already at risk.

What we built

  • Scheduled crawlers capture competitor pages on a regular cadence.
  • An AI layer compares snapshots and flags only the changes that matter, pricing, packaging, features, positioning.
  • A diff viewer shows exactly what moved, side by side.
  • A weekly digest is generated automatically and can be pushed to Slack.
  • Each change is paired with a suggested sales talk-track so reps can respond immediately.

How it works

  1. 1

    Crawl competitor pages on a set schedule.

  2. 2

    AI compares each snapshot and flags the real changes.

  3. 3

    A weekly digest with talk-tracks lands in Slack.

Key capabilities

Change detection

AI distinguishes meaningful moves from noise across pricing, features and copy.

Diff viewer

Side-by-side before/after for pricing tables and page content.

Weekly digest

Auto-generated summary of the week, deliverable to Slack.

Sales talk-tracks

Per-change messaging so sales can react the same day.

The payoff

  • Competitor moves caught within the week, not when a rep loses to them.
  • Sales walks in already knowing what changed and how to counter it.
  • No more manual tab-checking, the monitor does the watching.

Built with

Cloudflare WorkersScheduled crawlersLLM change detectionSlack integration

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