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Competitive intelligence

Scoring a market, reading ad libraries and job boards, and telling a competitor who is busy from one who is expanding.

Podcast intelligence: strategy stated in a competitor's own words

Executive interviews are the least guarded thing a competitor produces. They are also transcribed, dated and public. Where a category has podcasts, this is the highest-signal lane available.

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Every company in the market scored at par on conversion

Not one competitor offered a buyer any way to get a specific answer without waiting on a human. A ranked leaderboard would have declared a winner in that column and hidden the largest opportunity on the board.

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Are you cited in AI answers? How to check, honestly

AI answers are non-deterministic, which makes "we do not appear in ChatGPT" a much weaker claim than it looks. A testing protocol that produces a defensible finding rather than an anecdote.

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Reading a competitor's ad library without fooling yourself

Ad transparency records are the best free competitive intelligence available and the easiest to over-read. What they actually prove, what they cannot show, and the findings worth extracting.

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Capacity or expansion: two hiring signals you must never merge

Ten field technicians and three senior leadership roles are completely different pieces of news. Averaging them into an open-role count destroys the only finding worth having.

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What a competitor's job postings tell you months before their advertising does

Headcount is the earliest reliable signal of intent. A company hiring for a capability is committing budget to it long before the campaign that announces it, and job boards are public.

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How to build a competitor set you will actually learn from

Most competitive analysis fails at the roster. If you audit the companies you admire rather than the ones you lose to, every finding afterwards is about the wrong market.

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