B2B SaaS conversion and activation research

See why interested buyers aren’t converting. Know what to change first.

Parse Research investigates where buyers hesitate, where new users lose momentum and how competitors shape the decision — then turns the evidence into a clear set of priorities.

Appendix

Evidence log

Decision report

Structure

01

Finding

What the research concluded.

02

Evidence

What supports the finding, and where it came from.

03

Confidence

How strongly the evidence supports it, and what stays uncertain.

04

Priority

Where this sits against everything else found.

05

Next action

What to change, test or investigate next.

Parse Research

Section 1 of 4

Source evidence

Interpretation

Recommendation

Report structure. Findings are not shown until real research has been carried out.

Diagnosis

You can see the drop. The harder part is knowing why.

Analytics can show where performance falls. They do not explain whether the cause is positioning, trust, friction, onboarding, buyer expectations or competitive pressure.

Parse investigates the competing explanations rather than turning assumptions into recommendations.

Analytics can show where

Conversion falls

Activation drops

Progression stops

Observable signals only

Investigate

Research investigates why

Positioning

Trust

Friction

Buyer expectations

Onboarding

Competitive pressure

Competing explanations to test

Analytics can show where

Conversion falls

Activation drops

Progression stops

Observable signals only

Investigate

Research investigates why

Positioning

Trust

Friction

Buyer expectations

Onboarding

Competitive pressure

Competing explanations to test

Three situations Parse is built for

01

Interested buyers reach the product or website but do not convert.

02

People begin trials or onboarding but fail to reach meaningful value.

03

Competitors appear to be winning decisions, but the reason is unclear.

The output

A report built to make the next decision easier.

What Parse found.

The evidence behind each finding.

What remains uncertain.

Which issues matter most.

What should happen next.

Contents

01

Overview and the decision in question

02

Executive findings

03

Evidence supporting each finding

04

Prioritisation

05

Recommended next actions and evidence trail

Decision report

Structure

01

Finding

What the research concluded.

02

Evidence

What supports the finding, and where it came from.

03

Confidence

How strongly the evidence supports it, and what stays uncertain.

04

Priority

Where this sits against everything else found.

05

Next action

What to change, test or investigate next.

Parse Research

Section 1 of 4

Decision Report

Evidence Log

Priority View

Appendix

Report structure. Findings are not shown until real research has been carried out.

The research process

From question to recommendation.

01

Define the decision

02

Collect the evidence

03

Test the findings

04

Deliver the report

Evidence standard

You should be able to see why a finding made the report.

Parse keeps source evidence, interpretation and recommendation separate.

Findings show what supports them. Uncertainty stays visible. Unsupported ideas are not presented as conclusions.

Evidence

01

What was observed, recorded or supplied — kept identifiable by source.

Source named

Record kept

Interpretation

02

What the evidence appears to explain, and how strongly it does so.

Strength stated

Alternatives tested

Recommendation

03

What to do about it — stated separately so the reasoning stays checkable.

Linked to a finding

Priority given

Built for teams with a live product and a real decision to make.

B2B SaaS and subscription businesses, usually founder-led, with a product already in the market and paying or trialling users.

Qualification

Two states

Good fit

A live B2B SaaS or subscription product

Real buyers or users to observe

A specific conversion, activation or competitive question

Willingness to follow what the evidence supports

Less useful yet

Pre-launch, with no live journey

No observable buyers or users

Seeking only validation of a predetermined answer

Questions

Before you book a call.

The evidence required depends on the question. It may include access to the product, existing analytics, previous research, customer feedback or other material already available to the business. This is scoped before the research starts.

Have an unresolved conversion or activation question?

Book a 30-minute call to see whether one of the Parse research services fits the problem.