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Get your angle, built straight from the demand you found. Once you have a demand report, one call turns it into your positioning: who it’s for, why it’s different, and roughly what to charge. It reads from the report, so every line traces back to a real quote you can open.
You get back a positioning statement built around one unmet need your competitors miss — metalworks finds the strongest need in your report that the wider market isn’t already serving, and frames your product around exactly that. (The frame follows April Dunford’s positioning method.) The result reads like:

What you give it / what you get back

You give it the research bundle. You get back a PositioningBrief: metalworks picks the need to build around from your data, not from thin air — it’s the strongest pain in your report that the market isn’t already answering. The model only phrases the sentence; it can’t choose a different need or invent one. Each phrase is then checked against the real quotes behind it, and anything it can’t back gets flagged.

When the result is thin

If every strong need in your report is already well-served by the market, there’s no real opening — and metalworks tells you so instead of manufacturing an angle. The brief comes back with pos.wedge = None, partial=True, and a caveat suggesting you either broaden the search or treat the market as commoditized. Same for price: if your report didn’t see enough price talk, price_hypothesis says so plainly rather than guessing a number.

Next

You have your angle. Now see who you’re up against and decide what to build: → Competitors · Build spec · the full walkthrough · why you can trust the output