This is a summary of our recent live class with B2B fractional CPO, and founder of One Knight in Product, the popular podcast, Jason Knight.
In it he walks you through how to nail your relationship with sales, sharing practical advice on everything from the feature factory to revenue debt. Let’s get into it now.
How to identify the real problem — incentives, horizons and language
Misalignment between product and sales is rarely a personality problem. It is a structural problem driven by incentives, time horizons and language. Sales are paid to win deals this quarter. Product is expected to build for the medium and long term. Those two truths generate constant tension.
Simple diagnostic questions
- Who is rewarded for hitting short-term revenue targets?
- Who is accountable for the product roadmap and how is that success measured?
- How often do product and sales speak outside of escalations?
A blunt way to state the difference: “Sales is responsible for this year’s revenue; product management is responsible for next year’s revenue.” That sounds ideal in theory, but every rep will tell product they need help now. When people are on commission, they are not wrong to ask for now. Product must understand that and design a response that protects long-term strategy while helping sales close the right deals.
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Diagnosing revenue debt and escaping feature factory mentality
Revenue debt happens when organisations prioritise short-term cash from ill-fitting customers. The cumulative effect is a fragmented product that tries to be many things to many people. It looks tidy on the P&L for a quarter, but creates long-term liabilities: hard-to-change code, divergent user experiences and a salesforce that expects bespoke changes on demand.
Feature factory symptoms
- Roadmap driven by the order in which sales can book meetings rather than strategy.
- Executives lauding quarterly wins while future growth gets neglected.
- Product team spends most of its time firefighting special requests.
The only realistic counter is to accept some pain now: focus customers, reallocate investment, and reduce the habit of saying yes to every deal. Saying no requires an evidence-backed plan that explains how to recoup lost revenue or where new revenue will come from.
Using a decision matrix for sales ”specials”
Not every sales request should be built. A simple two-axis matrix — alignment to objectives versus effort — gives product and leadership a defensible way to decide.
How to use the matrix
- High effort, low alignment: Say no. Defend it with data and cost estimates.
- High effort, high alignment: Descope or sequence. Can the value be delivered incrementally or through services?
- Low effort, low alignment: Usually say no, unless there is a strategic non-monetary benefit (brand, reference customers).
- Low effort, high alignment: Often accepted. Treat it as a sequencing decision if it was already on the roadmap.
Two important behaviours when applying the matrix: be explicit about trade-offs and write down decisions. Remove magical thinking — building a new special always consumes capacity from other roadmap items.
Embed a process that separates asks from validated opportunities
Ad hoc approvals create chaos. Replace them with a lightweight, repeatable process that turns salesperson requests into validated inputs for product decisions. Follow these steps for every sales special.
- Talk to the rep — Get the context and clarify the ask. Does the rep expect the feature to be a gating item or a nice-to-have?
- Speak to the prospect — Validate the need directly with the customer or prospective buyer. Understand priorities and deadlines.
- Review the evidence — Check other customer asks, CRM notes, productboard entries and win-loss analysis.
- Find workarounds — Could a configuration, service-led approach or partner integration bridge the gap quickly?
- Ship the simplest valuable slice — Deliver the minimum that provides meaningful value and validate impact on the deal.
- Measure and decide whether to productize — If the slice wins business and signals a broader market need, invest to scale it.
Following this process avoids reflexive builds and lets product preserve strategic focus while enabling sales when a validated opportunity exists.
Product cannot react to escalations only. It needs visibility into the sales pipeline and structured signals that trigger deal reviews. That visibility helps product identify specials early and prioritise investigation.
Things to demand from the CRM
- Signal criteria for a deal review (deal size, vertical, strategic name, product gap).
- Metadata fields that capture why a deal is at risk — feature ask, compliance, integration, timeline.
- Stage definitions that are understood by product, sales and Rev Ops.
Hold regular product-sales deal review meetings. Make them predictable — not reactive — and keep them focused: updates, open questions, evidence and agreed next actions. Track outcomes of any built changes: did the build win the deal or move it forward?
Tighten feedback loops, enable sales and mine win-loss
Feedback is data. If sales channels feel like a black hole, they stop contributing valuable signals. Two practical actions fix this.
- Centralise feedback — Use a single system to collect customer asks and make them discoverable. Use tags, themes and priority indicators to mine trends.
- Participate in win-loss analysis — Product must understand why deals were won or lost. Work with revops to ensure the CRM captures the right post-mortem metadata.
Sales enablement is also product’s responsibility. Identify choke points in the pipeline where a demo, playbook or small feature could tip prospects over the line and build those enablements. Product cannot assume sales will magically sell what product ships without the right proof points.
Practical checklist for sales enablement
- Does the demo communicate the core value well?
- Are there repeatable playbooks for common objections?
- Can services temporarily deliver missing functionality?
Use portfolio guardrails and partner tactics to limit fallout
Changing company habits takes time. Interim tactics reduce the pressure to build every special.
- Carve a percentage of capacity — Agree on a percentage of dev capacity for specials (for example 10–20%). This creates predictability while protecting the roadmap.
- Limit by deal size or criteria — Only accept specials above a revenue threshold or strategic benefit checklist.
- Leverage services, partners and APIs — Let partners extend the product where it makes sense. Build extensibility, not one-off features.
Portfolio guardrails force trade-offs to be explicit. If a special will be accepted, leaders must own the decision and sign the consequences for other roadmap work.
Change the conversation — frame product work in financial terms
Cultural shifts depend on relevance. Telling leadership to be more product-led rarely lands. But demonstrating financial implications does.
Translate product decisions into metrics leadership already cares about: customer lifetime value, churn, sales cycle length, implementation lead time, and time-to-revenue. Use win-loss analyses and pipeline data to show how repeated bespoke builds inflate cost, elongate onboarding and reduce capacity to invest in scale.
Find the event that proves your point. An example: when professional services backlog started delaying implementations by months, the sales pipeline dried up. That was the tipping point that opened the Overton window — suddenly leadership agreed to invest in areas product recommended.
When relationships are poor, start small and repeat. A simple monthly product-sales alignment meeting helps rebuild credibility.
Meeting triggers
- Deals above a size threshold
- Deals containing a product gap or special ask
- Strategic accounts or reference opportunities
Meeting agenda (30–45 minutes)
- Quick deal snapshot — status, next milestone, and rep’s ask.
- Evidence review — what customers have said, CRM notes, competing products.
- Product response — immediate possible workarounds or timelines for investigation.
- Decision or next actions — agree who does what and by when.
- Record outcome — track whether any subsequent build impacted the deal.
Make it personal at first: product leaders should buy coffee for reps, listen to motivations and be explicit about constraints. Credibility is earned by delivering predictable outcomes, not by ritual refusal.
Long-term habits that create a high-functioning loop
A high-functioning company follows this virtuous flow: executives set vision, product focuses on the next horizon, marketing creates demand, and sales sells the now while feeding future-facing insights back to product.
To sustain that loop:
- Create a documented vision and measurable objectives against which specials are judged.
- Use ICPs built from data: mine historical sales to identify who buys fastest, retains longest and generates the best LTV.
- Measure the impact of every special: did it win the deal? Did it reduce churn? Use that evidence to refine strategy.
When product and sales share the same language — numbers, stages and evidence — alignment becomes repeatable rather than charitable.
FAQs
How should a product team respond when sales says “This is a strategic client”?
Treat the claim as an input, not an order. Ask for evidence: contract value, reference potential, roadmap fit and expected revenue. Run the special through the alignment-effort matrix. If it meets strategic criteria, consider descoping, sequencing or using services to reduce roadmap disruption. Document the decision and communicate trade-offs to leadership.
What is revenue debt and why is it dangerous?
Revenue debt is the accumulation of short-term revenue decisions that create long-term strategic liabilities. It fragments the product, increases engineering complexity and makes it harder to evolve the offering. Left unchecked, it locks the company into chasing more misaligned deals and increases churn over time.
How can product demonstrate the value of saying no to certain deals?
Translate product choices into metrics leadership understands: faster implementation times, higher retention, shorter sales cycles and higher customer lifetime value. Use win-loss analysis and CRM data to show trends. Present a plan that shows how short-term noise is replaced by predictable growth from focused segments.
What if leadership insists on the feature factory approach?
If leadership explicitly endorses a sales-driven model, accept the reality and optimise for fast shipping and operational excellence. If change is desired later, collect evidence: track the long-term costs of bespoke work and highlight the events that prove the model is harming growth. Use those data points to move the Overton window.
How should product teams prioritize when there are many specials?
Use portfolio guardrails: limit by percentage of capacity, by deal size or by strategic value. Prioritise specials that align to ICP, show recurring demand across customers and can be delivered in minimal slices. Always account for opportunity cost and document trade-offs.
What are quick wins product teams can do this week to improve alignment?
Start by building relationships: have one-on-one coffees with reps, join a deal call, set up a monthly deal review and ensure CRM fields capture product gaps. Implement a simple matrix for evaluating specials and publicly track the outcomes of any built changes.
How do you avoid losing credibility with sales when saying no?
Pick battles. When a decision is final, explain the rationale, offer alternatives (descope, services, partners) and follow through quickly on agreed actions. Delivering predictable, small wins builds trust faster than stubborn refusal.
Is “product-led” always the right strategy?
No. Product-led growth works for many products but not all. The goal is not to be product-led for its own sake. The real aim is alignment: product and sales must cooperate to deliver customer value and sustainable business outcomes. Decide on the right GTM model for the product and stage, then align incentives and processes to support it.
How can partners and APIs help with specials?
APIs and certified partners let customers extend functionality without derailing the roadmap. Partners can build integrations or customisations while product focuses on core capabilities. That preserves product coherence and allows bespoke needs to be met through an ecosystem.
What should a deal review cadence look like?
Start monthly and trigger ad-hoc reviews for large or strategic deals. Keep the meeting structured: a quick deal snapshot, evidence review, product response and recorded next actions. Track outcomes to measure whether interventions helped.
Wrap up
Alignment between product and sales is a process, not a declaration. Saying “we are product-led” without the organisational architecture, incentives and measurement to support that claim is hollow. The pragmatic path is to build repeatable processes that validate sales asks, protect strategic focus and translate product work into the financial language leadership understands.
Start small: get visibility on the pipeline, formalise deal reviews, use a defensible matrix for specials and deliver the smallest valuable slice when a validated opportunity emerges. Over time, evidence and consistent outcomes will shift culture and free product to build for the future rather than firefight in the present.
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