Supporting
Signals that make the current explanation more likely.
An intelligence layer for lean product teams. It infers the most plausible thought process behind behavior — then shows the evidence, the alternatives, and how confident it is.
The gap
“I have enough customer and behavioral evidence. I don't have enough time or confidence to turn it into a decision.”
Analytics, interviews, support tickets, and sales notes already exist. They live in different places and often disagree.
The same click path can mean exploration, evaluation, or friction. Teams pick an explanation and ship against it.
High-uncertainty product bets get made anyway. Wrong interpretations waste quarters. Right ones feel like luck.
Product philosophy
Aakaar does not claim to know a user's exact mental state. It proposes the thought process most logically consistent with the evidence you have — and revises when new evidence arrives.
Signals that make the current explanation more likely.
Signals that should keep you from getting too sure.
Other stories that remain possible, ranked by fit.
The observation that would reduce uncertainty the most.
How it reasons
What actually happened in the product.
Who the user is, role, lifecycle, environment.
Quantitative, qualitative, and situational signals.
The most plausible thought process.
Explanations that remain possible.
How strongly the evidence supports it.
What to learn to tighten the hypothesis.
Worked example
Still possible
Beachhead
Roughly 20–100 people. One to three PMs. Analytics and customer conversations already exist. The founder or head of product is still close to the decision.
You need to know what users are doing and why — without spending the week synthesizing notes. Buy it yourself. No procurement maze.
Observed behavior, segmented by who and context
Most plausible explanation, with support and doubt
Product implication, and what evidence would change it
Early access
Aakaar is being shaped with founders and lean PMs who recently had a painful “why did they do that?” moment. If that's you, join the list.