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Scenario · Competitor Intelligence

Your AI competitor analyst, briefing you every Monday at 08:00.

Product launches, funding, key hires, PR shifts — collected automatically, classified, and every conclusion traceable. 90% less time than tracking by hand.

Three chronic pains of competitor tracking

Scattered signals

Competitor moves are spread across sites, news, job boards — impossible to track by hand.

Hours of grunt work

4-8 hours a week spent pasting, deduping and formatting competitor digests.

Unverifiable output

AI summaries look polished, but nobody can tell which claim is grounded and which is invented.

How it works

Four steps to a running competitor weekly

01

List competitors

3–10 names/sites + industry keywords. Two minutes in the wizard.

02

Sources auto-configured

Site scraping + news search + industry search on a weekly schedule; extend with RSS/email/scholarly any time.

03

Generated Monday 08:00

Product/funding/people/PR classification + comparison table + action items worth following up.

04

Delivered to your channel

Slack/email/Lark delivery; every conclusion carries an [S1] source mark you can verify in one click.

The evidence chain is built in: every key claim links to its concrete source, and unsupported claims are flagged red — something neither legacy MI suites nor general-purpose AI provides.

Sample reports

See the goods before you sign up.

Open and read — no login needed. Note the citation marks after each conclusion: that is the evidence chain; unsupported claims get flagged.

Two minutes to set up. A day saved every week.

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