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AI-FLUENCY5 MIN READ

Audit an AI market scan

Turn an AI market scan into a verified decision input by tracing important claims.

Research pressure An AI market scan looks complete enough to forward, but it mixes facts, estimates, and recommendations. The risk is not bad writing. The risk is unverified claims becoming strategy. SIFT for AI research Stop -> Investigate -> Find coverage -> Trace Use the method on the claims that carry the decision, especially numbers, comparisons, and recommendations. Forward scan Treat fluency as confidence. The scan becomes a decision input, not a rumor with headings. Trace claims before converting research into recommendations. 01 Extract 02 Trace 03 Synthesize Find load-bearing claims The scan has 11 competitors and several numbers.

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