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?
Honest answer: not yet from a paid buyer. I won’t invent that proof.
What I do have is the public test: when I force every finding through “does this transfer to a reversible pricing / positioning / homepage move?”, half the notes die. The ones that survive are the ones people reply to in threads — usually clarifying questions about the decision, not about research method.
So I’m treating “used to change a decision” as the bar for the paid brief, and the sample as proof of work shape, not as client case studies. If that bar isn’t met in the next cycles, the format is wrong, not the marketing.
That’s a clear bar for the paid brief. I’d be interested in seeing what the next cycles show. If you’re open to it, what’s the best email to reach you on?