A useful comment landed under a thread about packaging research: if you were the buyer, which field would you refuse to skip — known broken parts, or what actually transfers?
That question is sharper than most pricing debates.
SIGNAL
Buyers of competitive research rarely pay for a pile of observations. They pay for a move they can defend.
“Broken parts” are easy to list from public pages: weak proof, mixed CTAs, pricing that hides the unit, claims that conflict across pages.
“What transfers” is harder: which of those observations should change the next homepage claim, offer wedge, or pricing test — and which are just interesting noise.
GAP
A sample that only shows broken parts reads like an LLM audit: fluent, broad, low decision value. A sample that only shows recommendations without sources reads like opinion.
The gap is the missing middle: observation → implication → reversible next step.
That is the same bar as SIGNAL → GAP → ACTION.
ACTION
If you package research (or evaluate someone else’s), refuse to skip the transfer field:
I’m using that split on public mini teardowns and on the sample shape at https://trixellaiq.com/#sample. If a finding doesn’t transfer to a decision, it doesn’t belong in a paid brief.
If you were buying a competitor brief tomorrow: would you rather get ten broken-part notes, or three that transfer?
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Francisco / TrixellaIQ — competitive intelligence for D2C brands
https://trixellaiq.com
The “what transfers” field seems like the real value test. Have buyers actually used one of these findings to change a pricing, positioning, or homepage decision, rather than just finding the research interesting?