WorkerKit

AI workers for Competitive & Market Intel

AI workers for competitive and market intel keep a standing watch on rival sites, pricing pages, and changelogs, then report only what changed since the last run. You choose the sources they may fetch and where the finding lands.

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What is a Competitive & Market Intel AI worker?

A competitive intel AI worker is an AI agent set up to watch the market unattended, checking named competitor sites, pricing and product pages, changelogs, and public announcements on a fixed cadence, then reporting only what moved since its last run. It typically touches web fetch and crawl tools such as Firecrawl and Bright Data, web search, and the mailbox, Slack channel, or task board where you want the finding to arrive.

What these workers do

Watch competitor blogs for real changes

Fetches the blogs you name each morning, compares them against the previous run, and reports only genuinely new or edited posts, with a link to each.

Track a rival's pricing page

Re-reads the pricing and packaging pages on your list each week and flags added tiers, changed limits, or removed plans, quoting the line that moved.

Follow release notes and changelogs

Reads public changelogs and product update pages and summarizes what shipped, so your team hears about a competitor's release before a customer mentions it.

Brief the team on market moves

Collects the findings from every watched source into one digest and posts it to the Slack or Microsoft Teams channel your team already reads.

How a Competitive & Market Intel AI worker runs

What it connects to

When it runs

What stays under your control

Competitive & Market Intel questions, answered.

Can a competitive intel AI worker watch a competitor's website?

Yes, it can fetch any public page you name, on the cadence you set. A competitive intel worker reads competitor blogs, pricing pages, and changelogs the way an ordinary visitor does, then compares each fetch against the previous one. It signs in to nothing, and it visits only the sources on the list you give it, so its reach is exactly as wide as you made it.

How is competitive intel different from research?

Competitive intel is a standing watch, research answers one question once. A research worker goes out, gathers what it can find, and hands back an answer. A competitive intel worker keeps the same sources under observation over weeks and tells you what changed since last time, which is why its output gets shorter when the market is quiet.

Will it copy content from a competitor's site?

No, it reports what changed and quotes only the short excerpt that shows the change. The output of a competitive intel worker is a finding with a link back to the source page, not a copy of the page. You can say in plain text how much it may quote, and every page it fetched is listed in the audit trail.

Where do the findings go?

To the one destination the kit is built for and you approved, usually an inbox, a chat channel, or a task board. Delivery is a write permission you grant per app, so a worker that reads competitor pages cannot post anywhere you did not allow. Grant nothing and the finding stays in the run report for you to read.