Customer intelligence
you can defend.
Customer and competitor research for product teams. We analyze customer conversations to uncover frustrations, unmet needs and reasons people choose or leave a product — with findings you can trace to the original evidence.
Get a focused report, source-linked evidence and practical next tests for one product decision.
Illustrative — conceptual, not a real study result.
How It Works
Start with the question
Tell us what you need to understand about your customers.
Add the evidence
We agree on the relevant customer records — support conversations, surveys, interviews, calls, reviews or other existing evidence.
We investigate
We analyze the evidence, discover the patterns and check consequential findings against the underlying records.
Get the study
Receive the findings, supporting and conflicting evidence, limitations, business implications and recommendations.
Business Questions
Know what's
driving the decision.
Why are customers leaving?
Why are they choosing a competitor?
What actually drives adoption?
What should we fix first?
Solutions
Research built around your question, not a category.
Evident isn't limited to any one product category — the Monarch study is one example of the work, not the scope of it.
What should we fix first?
Understand which problems recur across customer evidence, which appear connected to real decisions, and where the evidence is still too weak to prioritize confidently.
Why do people choose the competitor?
Separate reasons customers actually report from explanations the evidence doesn't establish.
Which complaints matter beyond volume?
Distinguish recurring complaints from evidence of actual customer behavior, where the available records allow it.
Does our positioning match customer reality?
Compare how customers describe the value and problems they experience with how the company describes the product.
The Evident Moment
Find the signal.
Check the evidence.
Know what holds.
4 apparent signals
Admired a competitor feature — didn't establish use.
3 source-checked customer accounts discussing dual-tool use.
Real Study
Monarch Money
What happened after Mint shut down — and did those choices last?
That finding — 3 source-checked customer accounts discussing dual-tool use — is from this independent study.
Independent research · YouTube evidence only · Counts are not prevalence
Research in Practice
What has to survive a software switch?
Our independent accounting investigation follows the accountant relationship, workflow handoff and records around a software choice. Read the evidence, counterexamples and practical tests.
Explore the accounting investigationSee Research in Practice · Independent work, not a client engagement.
What You Receive
A focused research report.
Scope and length depend on the question and the evidence available — the Monarch study is one concrete example of the shape this takes.
How Your Evidence Is Handled
We agree on evidence before we study it.
Every study starts with a conversation about your question and which evidence is actually relevant — not a blanket data export. We agree on what's shared, how it's de-identified where appropriate, and how it's transferred, before anything is analyzed.
Built By
Begimai Saiakova
Begimai Saiakova is the founder and creator of Evident, built around a simple idea: important customer conclusions should be traceable back to the evidence behind them.
Get Started
What do you need
to know about
your customers?
Start with the question.