Evidence-Based Differentiation Audit
Recover hidden differentiation from real wins, alternatives, and customer value
- Difficulty
- Easy
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 96%
When an established product appears undifferentiated, begin with the fact that customers are already choosing it. Treat those purchases as evidence that a meaningful reason exists, even if the company has not identified or articulated it. Reconstruct the decision from actual deals: ask sales which alternatives appeared, eliminate competitors that marketing notices but buyers do not consider, and include manual or status-quo options. Then investigate which product differences influenced the outcome. Do not judge their importance by engineering effort, visual prominence, or ease of imitation; trace each difference to the value customers received. This audit frequently reveals that an overlooked capability buried deep in a feature list drives a major operational or strategic benefit. The result supplies evidence-based material for positioning and pitches.
Origin
Extracted from Marketing Against The Grain, where April Dunford explains how she diagnoses companies that claim they have no differentiation despite closing revenue every day.
Core principles
- 01Existing revenue is evidence that customers have a reason to choose the product.
- 02Actual deal alternatives matter more than noisy competitors' marketing.
- 03A technically small capability can create disproportionately large customer value.
- 04Sales teams often hold competitive evidence that marketing lacks.
- 05Differentiation should be recovered from observed choices, not invented in a conference room.
How to run it
- 1
Start from Observed Wins
Confirm that the product is in market and regularly wins customers. Treat those decisions as evidence that buyers perceive some advantage.
Pro tip Select several recent wins across different representatives or segments.
Watch out Do not assume customers made arbitrary or irrational choices merely because the internal team cannot explain them.
- 2
Reconstruct the Real Decision Set
Ask salespeople and customers what options were genuinely considered. Include doing nothing, manual work, and internal labor.
Pro tip Compare CRM competitor fields with call notes and salesperson recollections.
Watch out Marketing visibility is not proof that a company competes with you in deals.
- 3
Trace Wins to Capabilities
Identify the specific product characteristics that affected the choice. Investigate apparently minor functions as carefully as major features.
Pro tip Ask customers what would have changed if the capability were absent.
Watch out Do not dismiss a differentiator because competitors could copy it someday.
- 4
Quantify or Describe the Value
Determine what the capability changed for the customer's business, such as risk, flexibility, revenue, time, or cost. Establish why that consequence outweighed the alternatives.
Pro tip Use the customer's language whenever possible.
Watch out Avoid confusing feature preference with meaningful business value.
- 5
Elevate Hidden Winners
Move high-value differences out of buried feature lists and make them central to the positioning and pitch. Preserve supporting evidence beneath each claim.
Pro tip Connect each prominent value statement to product proof and a customer example.
Watch out Do not inflate every difference; prioritize only those that materially influence selection.
- 6
Validate Across Deals
Test the proposed differentiation against additional wins, losses, and no-decisions. Refine the claim until it reliably explains where the product wins and for whom.
Pro tip Record exceptions because they may reveal a separate segment or alternative set.
Watch out One enthusiastic customer is not enough to establish a reusable market position.
In the wild
A SaaS company believes it matches every competitor. Deal reviews show that most buyers actually replace spreadsheets, while a small automation feature prevents a costly handoff failure. Customers repeatedly discover and praise it late in evaluation even though the company buries it near the bottom of its feature list.
→ The company elevates the feature's operational value and gives buyers a concrete reason to choose it.
IBM's database looked almost identical to Oracle's until the team examined open APIs and standards support. Those differences mattered greatly to large enterprises that wanted an adaptable foundation for future innovation, even though they represented a small portion of the feature set.
→ The team recovered a differentiated value proposition from technically narrow but strategically important capabilities.
Common mistakes
Confusing Marketing Noise with Competition
A rival can publish heavily and still never appear in a deal. Positioning against such a company wastes attention and hides the buyer's real alternatives.
Judging Value by Build Effort
Teams often dismiss a capability because it was simple to create. Customers care about the consequence it produces, not how hard it was to engineer.
Burying the Deciding Difference
A capability that wins deals should not remain feature number 29. Its customer value deserves a prominent place in the pitch.
Is it for you?
Best for
It is best for products with existing customers, recurring wins, and access to sales or customer evidence.
Not ideal for
It is not ideal for prelaunch concepts that have no buying behavior, wins, or customer usage to examine.
From the transcript
“They're picking you for a reason. You might not like the reason, you might not know the reason. But but they're picking you for a…”
“So usually the list of competitors is much smaller than what sales actually sees in the deal.”
“But the value that that differentiator drives for a customer is actually huge.”
From the episode
The 3-Step Framework To Win Every Sales Pitch ft. April Dunford
April Dunford