The output should make the tradeoff visible enough for someone else to inspect, challenge, and act on.
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sales, gtm & revenue framework
Bridge starting ARR to ending ARR via expansion, contraction and churn.
quick answer
Net Revenue Retention Bridge is a structured table for Retention analytics. It turns the decision into named fields, evidence, and a visible net revenue retention bridge worksheet / visual.
The output should make the tradeoff visible enough for someone else to inspect, challenge, and act on.
Bridge starting ARR to ending ARR via expansion, contraction and churn.
Use Cohort Retention Curve when its output is closer to the conversation you need: Show retained users or revenue by cohort over time.
worked example
A filled example is easier to understand than a blank template. Use it to see the shape before applying the framework to your own case.
The bridge shows how expansion, contraction, and churn move starting recurring revenue to ending recurring revenue.
The bridge shows how expansion, contraction, and churn move starting recurring revenue to ending recurring revenue.
generate yours
Start Ask PL with the framework, required inputs, and your context. It will ask for missing details, render the structured table, and explain what decision the output should change.
Apply Net Revenue Retention Bridge to my situation. Context: [Decision, audience, options, evidence, and constraints.] Use the Net Revenue Retention Bridge structure: - Columns and rows as needed: - labels: - optional notes: Ask only for missing inputs that would change the output. Then render the structured table and name the decision it should change.
how to use it
Use the framework to change a decision, not to fill a worksheet. Start narrow, add evidence, then inspect what the net revenue retention bridge worksheet / visual makes clearer.
Write the concrete retention analytics choice, tradeoff, or conversation the framework should change.
Fill the important slots: Columns and rows as needed, labels, optional notes.
Mark what is measured, what comes from customers, and what is still judgment.
End with the next move, the riskiest assumption, or the evidence that would change the net revenue retention bridge worksheet / visual.
quality check
Use this check after the artifact is filled. Blank fields are not failure; they are the next research question. Look for concrete evidence, missing constraints, and assumptions that would change the next move.
The framework needs a concrete decision. Broad intent turns it into a worksheet, not a decision aid.
Good framework output makes assumptions visible enough for someone else to challenge.
The diagram is useful only if it changes the next product conversation.
common mistakes
Do not use Net Revenue Retention Bridge as a worksheet. Name the choice, conversation, or tradeoff the output should change.
Separate measured facts, customer evidence, and leadership judgment so weak assumptions stay visible.
If the diagram does not match the decision, switch frameworks instead of stretching the boxes.
The framework should clarify the next move. It should not replace strategy, sequencing, or judgment.
use something else when
Show retained users or revenue by cohort over time.
Qualify opportunities by budget, authority, need and timing.
Qualify metrics, economic buyer, decision criteria, decision process, identify pain and champion.
faq
Bridge starting ARR to ending ARR via expansion, contraction and churn.
Business context; objectives; available evidence; stakeholder judgment
Net Revenue Retention Bridge worksheet / visual
Use Net Revenue Retention Bridge when the decision matches this job: Bridge starting ARR to ending ARR via expansion, contraction and churn.
Avoid it when you need Cohort Retention Curve's output instead: Show retained users or revenue by cohort over time.
It is both: a structure for thinking and a visible structured table that makes the decision easier to inspect.
A good input names the real decision, uses concrete evidence, and separates facts from assumptions.
Use the net revenue retention bridge worksheet / visual to choose the next move, name the riskiest assumption, or decide what evidence would change the call.
Use Cohort Retention Curve when the real output you need is closer to: Show retained users or revenue by cohort over time.
Yes. Describe your context and Ask PL can ask for missing inputs, render the structured table, and explain what decision it should change.