Research that shows up where decisions are made.

bizra moderates AI conversations that probe like an experienced researcher, builds a knowledge layer that gets sharper with every study, and surfaces evidence in the tools where your team already works.

Live AI conversation02:14
bizra Moderator AI

Walk me through what happened the first time you tried to set up your account.

Participant Guest

It was fine, I guess. I got through it.

bizra Moderator AI

You paused for a second there. What almost made you stop?

Participant Guest

Honestly? The invite flow. I tried three different places before I figured out how to add my team.

qual

Invite flow creates friction — users try 3+ locations before finding team invite

"I tried three different places before I figured out how to add my team."

quant

34% drop-off at onboarding step 3

Confirmed by analytics — users abandon at team invite step.

behavioral

Average time-to-first-invite: 4.2 minutes

Benchmark: under 1 minute. Users give up before inviting their team.

Users abandon onboarding when they can't find how to invite their team, leading to single-user accounts and lower retention

Qual: 14 interviews — invite flow friction
Quant: 34% drop-off at step 3, NPS -12
Behavioral: 4.2 min avg time-to-invite (1 min benchmark)
Confidence
Slack. Evidence replied in #product-decisions
Google Docs. Callout added to roadmap doc
Microsoft Teams. Evidence card in the Product channel

The problem

The most expensive question in your org.

Current. Tuesday, 2:14 PM
PM
Sarah K. 2:14 PM

Does anyone have research on the admin invite flow? We're redesigning it next sprint.

R
James L. 2:31 PM

I think we did something last year. Let me dig through Dovetail and my Google Drive...

R
James L. 3:47 PM

Found a deck from Q2 but it's from a different segment. Still looking for the enterprise interviews.

D
Priya M. 4:15 PM

Sprint planning is tomorrow. I'm just going to go with my gut on this one.

With bizra. Tuesday, 2:14 PM
PM
Sarah K. 2:14 PM

Does anyone have research on the admin invite flow? We're redesigning it next sprint.

B
bizra 2:14 PM

I found an active opportunity on this topic.

Admin invite flow friction
14 interviews · NPS -18 · 34% drop-off
"I tried three different places and none of them worked."

Most teams have scattered research and blind spots they don't know about. bizra closes data gaps fast. Run AI-moderated conversations in days, not weeks. Field surveys for quant signal. Import your existing research so nothing starts from zero. Every source feeds one knowledge layer that always knows what's covered, what's thin, and what's gone stale.

For researchers

You curate. bizra does the rest.

Run your studies. Refine the findings. Set the direction. bizra handles everything after that. It talks to your stakeholders for you, surfacing evidence in their Slack threads, their docs, their sprint planning. You stop chasing people to read your report. The research finds them where they operate.

Your onboarding finding was cited in #product-eng 14 times this quarter. You didn't post it once.
The pricing opportunity you flagged appeared in the Q3 roadmap doc. The PM didn't ask you for it.
Writing a PRD on checkout? bizra surfaces 3 studies and a confidence score before you finish the first section.
Reviewing a Figma prototype? Findings from user interviews are right there in the bizra panel as you work.
Debating a decision in Slack or Teams? Ask @bizra and sourced evidence lands in the thread.

For product teams

Every decision backed by evidence. One ping away.

Whether you're writing a PRD, building a strategy doc, or reviewing a Figma prototype, bizra makes sure the evidence is already there. The entire org's research knowledge shows up where you work. No dashboard to open. No researcher to chase. No waiting.

How it works

Three things happen when you use bizra.

💬

Evidence accumulates

Run AI-moderated conversations that probe, adapt, and follow up like an experienced researcher. Field surveys for quant signal. Import what you already have. Everything feeds one place.

InterviewsSurveysImport
🔗

Knowledge sharpens

bizra maps findings to opportunities. You see what's well-covered, what's thin, and what's gone stale. Every new study makes the picture clearer.

QualQuantBehavioral
📡

Research reaches

Evidence shows up in Slack threads, Teams channels, Google Docs, and the Figma plugin the moment a related decision is on the table. No one has to remember to open a dashboard.

B

bizra found 3 studies related to this thread. Strongest signal: onboarding drop-off (87% confidence).

Your workflow

Evidence meets you where you already work.

Select your tools to see how bizra fits your stack.

Slack · #product-decisions
bizra found an active opportunity related to this thread. Settings navigation overhaul: 14 interviews, NPS -18, 34% drop-off. Confidence: strong.
Microsoft Teams · Product channel
bizra replied with evidence from 3 studies. The admin invite flow has a 34% drop-off at the team setup step. Strongest signal: 6 qual interviews.
Google Docs · Q3 Roadmap
bizra callout: 3 studies support this section. Strongest signal: onboarding friction (87% confidence). Last updated 2 days ago.

The difference

Same participant. Different outcome.

Typical AI interview tool
Q1: How would you rate the onboarding experience?
It was fine.
Q2: How likely are you to recommend us?
Moves to next scripted question
bizra
Walk me through setting up your account.
It was fine, I guess.
You paused there. What almost made you stop?
The invite flow. I tried three places...
Three places — walk me through each one.
First I tried settings, then the sidebar, then I Googled it.
Follows the hesitation, not the script

FAQ

Common questions

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