Illustrative example. All figures, findings, and recommendations below are constructed to demonstrate the format. No client data, outcome, or performance claim is represented.
Market reality
3Score 3 out of 5.
The category frame is defensible, but the competitive set used in planning omits the substitute buyers mention most often in review data.
- Constraint:
- Competitive frame excludes a frequently considered substitute.
- Key unknown:
- Whether the omitted substitute affects consideration or only awareness.
Supported inference
Audience behavior
2Score 2 out of 5.
Segments are defined demographically. Buyer, user, and blocker are not distinguished, and media reaches a broader audience than the profitable cohort in CRM data.
- Constraint:
- Targeting is not aligned to evidenced high-intent behavior.
- Key unknown:
- The role of the blocker in delaying decisions.
Verified
Positioning and perception
1Score 1 out of 5.
The intended position is clear internally. There is no current evidence of how the market perceives it, so campaign execution cannot be tested against actual perception.
- Constraint:
- No current perception evidence exists.
- Key unknown:
- Whether the market believes the claimed difference.
Unknown
Offer and value proposition
3Score 3 out of 5.
Value is specific and differentiated, but proof appears after the decision point and urgency devices are not supported by a real deadline.
- Constraint:
- Proof arrives too late in the journey.
- Key unknown:
- Whether risk or price is the dominant objection.
Supported inference
Creative effectiveness
3Score 3 out of 5.
Branding is fast and consistent. Variants differ cosmetically rather than testing a hypothesis, and frequency in the top placement exceeds the point where response decays.
- Constraint:
- Creative variants do not test meaningful hypotheses.
- Key unknown:
- Attention quality in two placements without measurement coverage.
Verified
Copy and message
2Score 2 out of 5.
The ad promise is specific, but three of five destination pages open with a different primary claim, which breaks message match at the highest-volume entry point.
- Constraint:
- Ad-to-page message match fails on the highest-traffic route.
- Key unknown:
- Whether rewriting the page or the ad produces the better match.
Verified
Media delivery
4Score 4 out of 5.
Plan and delivery reconcile within tolerance, supply paths are disclosed, and exclusions are functioning. Allocation still follows prior-period habit rather than marginal return.
- Constraint:
- Allocation is set on average, not marginal, performance.
- Key unknown:
- Marginal return above current spend levels in two channels.
Verified
Destination and customer journey
2Score 2 out of 5.
Mobile page weight delays the primary call to action, and the form requests six fields that sales does not use before first contact.
- Constraint:
- Mobile friction at the point of highest intent.
- Key unknown:
- Conversion impact of removing the non-essential fields, pending a test.
Verified
Measurement and business economics
2Score 2 out of 5.
Two channels claim the same conversions, and reported return is not adjusted for margin, returns, or lead quality. No incrementality test exists.
- Constraint:
- Duplicate attribution and unadjusted revenue overstate return.
- Key unknown:
- Incremental contribution of the largest channel.
Supported inference