Most marketing teams have quietly decided how much research they do, and the number is small. A couple of foundational studies a year, maybe a tracker, and everything else runs on instinct. Ask why and the answer is some version of "that's the budget." But the budget isn't really the constraint. Speed was, and speed just changed. When each study returns in hours instead of weeks, the same money buys a different order of magnitude of answers.
Rationing was a response to slowness
Think about why research got rationed in the first place. When a study took six weeks and a five-figure invoice, every one was a commitment. You could only run a few per year, so you saved them for the biggest, safest questions, the annual brand study, the one big segmentation, and let everything else go unmeasured. The scarcity wasn't really financial; it was logistical. Slow, heavy studies can only be run a few times a year by anyone.
So teams built planning habits around that scarcity, and the habits outlived the constraint. The economics changed and the planning didn't.
What changes when a study returns in hours
Now the production cost of a study has fallen dramatically, programming, cleaning, charting, and reporting automated, and the turnaround dropped from weeks to hours. Pricing is per respondent-minute with no platform-access fees, so you pay for what you use rather than what you license.
Two things follow. First, the same budget simply buys more: where a fixed research spend once bought a handful of studies, the same spend now buys many times that. Second, and bigger, speed unlocks demand that never existed before. Questions you'd never have commissioned at six weeks, because the decision would be made long before the answer arrived, are worth asking when the answer comes back same-day. Studies get run that simply wouldn't have.
That's why the multiplier compounds. The cost math alone multiplies output several times over; speed multiplies it again. The recurring proof point is a team going from a couple of studies a year to dozens, with no budget increase, using insight like a performance channel instead of an annual set-piece.
What "ten times the questions" looks like
It's not ten times the big studies. It's a different relationship with asking. You test the message before every meaningful campaign, not just the flagship. You screen creative before each launch. You run a live brand-lift read on flights you used to launch blind. You ask your churned customers why they left, this quarter, not someday. You check a hunch with a fast study instead of arguing it in a meeting.
Each of those is small. Together they move the team from deciding on instinct to deciding on evidence, across far more of the decisions you actually make.
Recalculate
If your research plan still looks like "two studies and a tracker," it's almost certainly a leftover from the era of slow, expensive studies, not a real read on what your budget can buy today. The teams pulling ahead aren't spending more. They're spending the same and asking ten times as many questions, because the constraint that capped them, speed, is gone. Same budget. Far more answers. The only thing left to change is the planning.