You own the voice of the customer, which means you own the difference between what buyers said and what someone inferred they meant. WorldbyFlow grades every claim about buyers as demonstrated, reported or inferred, so that line stays visible all the way to the deck.
Written for Consumer brands or retail. Owns the voice-of-customer and category research.·Runs in the Lifestyle domain
Insights work at a consumer brand runs on categories, seasons and the moments a brand shows up. The scans here read those objects the way you do: a buyer read on a category, a poll check that names the pollster and the sponsor, a myth held up against the record, a brand dossier, a season read on the moment the category sells in.
Buyer behavior in a category with every claim graded as demonstrated, reported or inferred. An inference never reads as an observation, which is the whole discipline of insights work.
A poll read that names each pollster, its field dates, sample and method, carries the sponsor's stake, and never averages a spread. The sourcing standard you hold your own trackers to.
A category belief everyone repeats, held against what the record shows and the evidence behind the correction. The slide that resets a room.
A dossier on a brand: its positioning, its moves, its reported performance, sourced. The competitor read for a brand team.
A season or a cultural moment read as a market event: who shows up, what sells, what changed this year against last. The planning read for the calendar your category lives on.
The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.
You know the answer, which is the point. Check whether the grades on each claim match what you would give them.
"Gen Z does not drink." "Brand loyalty is dead." One read on what the record shows, with the evidence for the correction.
The planning read for a season, with what changed against last year and where the figures came from.
Name the signals that would change the plan and let the watch look for them between research cycles.
Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.
Export the read as a PDF for the brand deck or share it as a page the marketing lead can open, with every grade and source visible.
Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →
Every named poll that asks whether AI use in content should be disclosed finds majority-to-near-unanimous support for…
The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.