Win loss analysis

Win/Loss Analysis

Overview

This skill covers how to build and run effective win/loss analysis programs, including CRM-based pipeline audits, structured interview design, participant recruitment, stakeholder alignment, and translating findings into action. All practices are sourced exclusively from Exit Five podcast guests across 8 episodes. No general best practices have been added beyond what guests explicitly recommended.

---

Starting a Win/Loss Program

Launch with a retrospective pilot before building an ongoing program. Start by looking back at deals from the previous two quarters rather than waiting for new deals to close. Run a focused six-week sprint targeting a specific business goal — entering a new market, validating a product thesis, or understanding a key customer segment. This gives you a larger deal pool to recruit from, proves value quickly, and builds momentum for an ongoing program. After the pilot, transition to ongoing win/loss on new deals. (Source: Drew Giovannoli, Episode #221)

Align program timing with key business events. Plan win/loss research to conclude before quarterly business reviews, sales kickoffs, board meetings, or other major decision-making events. Decisions are made at these moments; research completed after them will sit unused. If a major business event is nine weeks away, scope the project to deliver findings before that date rather than running it on a fixed monthly or 12-week timeline. (Source: Drew Giovannoli, Episode #221)

Narrow scope to a specific customer segment. Focus win/loss interviews on a specific, narrow segment — for example, fintech mid-market — rather than applying the program across your entire business. Conducting 10–15 interviews within a single segment yields more actionable insights than the same number spread across multiple industries, company sizes, or use cases. This approach also makes it easier to identify your true ICP and validate whether you should narrow your target market. (Source: Drew Giovannoli, Episode #221)

---

CRM and Data-Based Audits

Conduct a close-lost audit to quantify status quo pipeline loss. Filter CRM close-lost reason codes for status quo indicators — unresponsive, budget, no champion, value — and sum the pipeline value of matching deals from a defined period (e.g., January through September). Use this number to align sales and marketing around a shared problem and justify messaging or strategy changes. One company found $53M in close-lost opportunities attributable to status quo; a 10% improvement on that number represents significant recoverable revenue. (Source: Jen Allen-Knuth, Episodes #308 and #343)

Use CRM data to identify competitive patterns and form hypotheses. Analyze your CRM to find patterns in which competitors appear in lost deals, which use cases are most competitive, and which customer segments face specific competitive pressures. Use this data to form hypotheses about competitive dynamics, then validate with win/loss interviews and customer conversations. CRM data is a foundational source for understanding your actual competitive landscape — but recognize it has availability bias: it only tells you about people who already found you, not the market that hasn't heard of you. (Source: Talya Heller, Episode #246; Dave Kellogg, Episode #342)

Validate sales claims with data before acting on them. When sales makes assertions like "nobody has heard of us" or "we just need more at-bats," treat these as hypotheses, not facts. Write down the claim and bring data to validate or refute it before committing budget. Use multiple data sources: CRM reporting, win/loss analysis, lead surveys, and market research. Approach this as a dispassionate analyst trying to get the right answer, not as someone defending marketing. This prevents wasteful spending on awareness campaigns when the real bottleneck might be lead follow-up or sales conversion. (Source: Dave Kellogg, Episode #342)

Conduct quarterly deal dissection analysis across three deal types. Apply analytics to three categories of deals on a quarterly basis: (1) closed-won deals — map all signals and engagement points from awareness through close to understand what drove success; (2) closed-lost deals — identify where influence was lost and what signals were missing; (3) return deals — analyze why customers churned. Use unstructured data including sales call transcripts and engagement logs to identify patterns and predictors of pipeline success, then feed insights back into messaging and sales enablement. (Source: Morgan Cole, Episode #315)

---

Stakeholder Alignment and Question Design

Involve sales, product, and marketing leaders in designing interview questions. Before conducting win/loss interviews, meet with heads of product, sales, and marketing to understand their goals and assumptions. Use these conversations to develop a question set that directly ties to revenue goals and business priorities. Stakeholders are more likely to act on findings when they helped shape the research. (Source: Drew Giovannoli, Episode #221)

Conduct live meetings — not async — with stakeholders when planning and presenting. Schedule live, synchronous meetings with product, sales, and marketing leaders when designing questions and presenting findings. Keep individual meetings brief (20 minutes per leader) but prioritize live interaction over async documentation. Live meetings allow for follow-up questions and the ability to pull on threads that async communication misses. (Source: Drew Giovannoli, Episode #221)

Build a multi-source customer intelligence system. Establish three complementary intelligence channels: (1) ongoing relationships with field teams — sales and customer success — to understand wins, losses, retention, churn, and upsell; (2) structured win/loss analysis to uncover why deals are won or lost; (3) a maintained network of friendly customers you can call for quick feedback. Actively insert yourself into field forums and meetings where this intelligence is discussed rather than waiting to be invited. (Source: Jennifer Cannizzaro, Episode #267)

---

Interview Recruitment

Send recruitment emails from the account executive, not marketing. Have the account executive send the initial recruitment email for win/loss interviews. The AE has the existing relationship, and emails from them have higher acceptance rates. Follow up with 3–4 additional emails over time: a standard follow-up 3–4 business days later, an email increasing the incentive, and a "should we mark you as not interested?" email that often compels fence-sitters to participate. Use LinkedIn direct messages and phone calls as final recruitment tactics if needed. Expect approximately 15–20% conversion rate on outbound recruitment. (Source: Drew Giovannoli, Episode #221)

Offer monetary incentives to encourage participation. Compensate interview participants for their time using a tool like Tremendous, which allows recipients to choose between gift cards, direct bank transfer, or charitable donation. Standard compensation is $85 for 30 minutes; increase to $105 in follow-up emails if needed. Incentives are one of four reasons people participate — along with goodwill, guilt, and passion — and offering compensation significantly increases acceptance rates. (Source: Drew Giovannoli, Episode #221)

Conduct competitive intelligence interviews with former competitor employees. Reach out to former sales reps and product managers from competing companies via LinkedIn, offer them compensation ($85–$105 for 30 minutes), and conduct direct, transparent interviews about how competitors position against you, their sales tactics, and why they win or lose deals. Be upfront about who you represent and respect any non-compete agreements they may have signed. (Source: Drew Giovannoli, Episode #221)

---

Conducting the Interviews

Prioritize close-won interviews over close-lost. Structure win/loss programs to emphasize close-won deals rather than obsessing over losses. Close-won interviews reveal why customers chose you, what criteria they used, what concerns they still have, and how the sales experience compared to competitors. This helps identify your best customer profile and find more like them. Include close-won, close-lost, churn, and renewal interviews — not just pipeline losses. (Source: Drew Giovannoli, Episode #221)

Structure interviews around the customer buying journey. Walk customers through their buying journey in a casual, conversational way. Start with what triggered evaluation, then move through criteria they used, how they compared vendors, strengths and weaknesses of your pitch, and the sales process itself. Use questions as a guide (60–70% of the time) but listen for red flags and growth opportunities to deep dive on. Record all conversations for transcription and review. (Source: Drew Giovannoli, Episode #221)

Ask about sales process quality and competitive sales execution. During win/loss interviews, ask customers about the sales process itself — not just product features and pricing. Ask what the competing vendor did well in their sales approach, who they brought to meetings, how responsive they were, and how the overall sales experience compared. This reveals that deals are sometimes won or lost based on sales execution — such as bringing senior leadership to meetings or demonstrating expertise — rather than product differences. Use these insights to coach sales teams on what works. (Source: Drew Giovannoli, Episode #221)

End interviews with an open-ended CEO perspective question. Use an open-ended question near the end of win/loss interviews to unlock new perspectives: "If you were the CEO of my company, what would you do to better serve people like yourself?" This question often reveals insights that structured questions miss and helps customers articulate broader needs and concerns beyond the specific buying criteria they discussed earlier. (Source: Drew Giovannoli, Episode #221)

---

Analyzing and Activating Findings

Test hypotheses with core stakeholders before the executive presentation. Before presenting win/loss findings to the executive team or board, share initial findings with sales, product, and marketing leaders separately. Present the raw learnings and ask them to help identify which findings are critical, which are already known, and which should be removed. Use their context to form recommendations collaboratively rather than presenting recommendations as your own interpretation. This ensures recommendations have stakeholder backing and reduces defensiveness when presented to executives. (Source: Drew Giovannoli, Episode #221)

Present findings in an executive-ready format with customer proof. Format win/loss findings like a professional product marketing presentation — not as a raw transcript or dashboard of themes. Include executive summary slides, key takeaways, red flags, and opportunities. Embed customer proof and quotes throughout. Include customer stories that sales can use to win deals. This format drives action and prevents findings from sitting unused in Confluence or Google Drive. (Source: Drew Giovannoli, Episode #221)

Frame sales feedback as customer voice, not criticism. When presenting win/loss findings that include feedback on sales performance, position yourself as a conduit of customer voice rather than offering personal criticism. Involve sales leadership from the start in designing the research so they feel ownership. When presenting findings, use the framing "Here's what customers said about their experience" rather than "Sales did this wrong." Offer to work together to improve outcomes based on the evidence. (Source: Drew Giovannoli, Episode #221)

Use win/loss findings to validate and narrow your ICP. When win/loss interviews reveal that only a portion of your target market is a good fit — for example, 60% love your product and 40% complain — use this data to narrow your ICP rather than trying to fix the product or messaging for everyone. The better question is not "Should we build this feature?" but "Is this 100% customer set the right one for us, or should we focus on the 60% who are thrilled?" This often means accepting a smaller TAM in exchange for higher win rates and better unit economics within your true ICP. (Source: Drew Giovannoli, Episode #221)

Build a deal ingredients scorecard to improve win rates. Rather than trying to move overall win rate directly, break it down into controllable ingredients. Identify 3–4 specific, measurable deal characteristics that correlate with wins — for example, 3+ contacts involved, VP+ seniority, documented mutual action plan. Build a scorecard showing win rates when each ingredient is present versus absent. Share this with reps so they can see the impact of each ingredient and focus on deals with the right characteristics. This makes win rate improvement behavioral and measurable. (Source: Sean Lane, Episode #274)

---

Where Experts Disagree

No disagreements were identified among the contributing guests on this topic.

---

What NOT To Do

• Do not treat sales claims as facts without data validation. When sales says "nobody has heard of us" or "we need more at-bats," these are hypotheses. Committing budget to awareness campaigns without validating the claim first can result in wasteful spending when the real bottleneck is elsewhere. (Source: Dave Kellogg, Episode #342)

• Do not obsess over close-lost deals at the expense of close-won analysis. Spending disproportionate time trying to win back poor-fit prospects misses the more valuable signal: understanding why your best customers chose you and finding more like them. (Source: Drew Giovannoli, Episode #221)

• Do not run win/loss research on a fixed timeline disconnected from business events. Research that concludes after a quarterly business review, board meeting, or sales kickoff will sit unused. Scope projects to deliver before the decisions are made. (Source: Drew Giovannoli, Episode #221)

• Do not spread win/loss interviews across too many segments. Conducting interviews across multiple industries, company sizes, and use cases simultaneously dilutes the signal. Narrow scope produces stronger, more actionable insights. (Source: Drew Giovannoli, Episode #221)

• Do not present win/loss findings as raw transcripts or theme dashboards. Unformatted findings do not drive action. Format findings as an executive-ready presentation with key takeaways, customer quotes, and clear recommendations. (Source: Drew Giovannoli, Episode #221)

• Do not present recommendations without first testing them with stakeholders. Recommendations that haven't been pressure-tested with sales, product, and marketing leaders will face resistance and are less likely to be acted on. (Source: Drew Giovannoli, Episode #221)

• Do not rely solely on CRM data to understand your competitive landscape. CRM data has availability bias — it only reflects people who already found you. Use it to form hypotheses, then validate with interviews and market research. (Source: Dave Kellogg, Episode #342; Talya Heller, Episode #246)

---

Sources

Episode	Guest	Date
Episode #221	Drew Giovannoli	2025-02-20
Episode #246	Talya Heller	2025-05-15
Episode #267	Jennifer Cannizzaro	2025-07-24
Episode #274	Sean Lane	2025-08-18
Episode #308	Jen Allen-Knuth	2025-12-01
Episode #315	Morgan Cole	2025-12-25
Episode #342	Dave Kellogg	2026-03-31
Episode #343	Jen Allen-Knuth	2026-04-03