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The Creek & Paddle System™  ·  Predictive Validity

The instrument
predicted it. The numbers confirmed it.

Most personality assessments ask you to describe yourself and then confirm what you described. The Creek & Paddle System™ was built differently. Before Benjamin Goss, MBA — lifetime certified leadership coach through The John C. Maxwell Company — took the Wa'a Within™ assessment, six predicted scores were derived from 16 years of cross-instrument longitudinal data. Then the assessment ran. Then the actual scores came in. This page documents what happened when the prediction met the evidence.

The Commercial Claim
DiSC tells you what behavioral style you prefer.
CliftonStrengths tells you what you are talented at.
The Wa'a Within™ predicts what you will actually do — before you do it.

Predictive validity is not a feature of most personality instruments — it is the claimed differentiator of this one. This page is the evidence behind that claim. It will grow as the instrument produces more validatable data. It starts with the most rigorous test case available: the instrument's own architect, measured against 16 years of prior data from 11 validated instruments.

11
Prior Instruments
2006 – 2022
16
Years of
Longitudinal Data
5/6
Dimensions Confirmed
Within Prediction Margin
The Foundation

Sixteen years. Eleven instruments. One dataset.

Between 2006 and 2022, eleven separate psychological and behavioral assessments were completed by Benjamin Goss, MBA — across five different measurement frameworks, administered by five different organizations, using five different methodologies. Together they form one of the most comprehensive longitudinal personality datasets available for a single individual outside of a formal research setting.

The Creek & Paddle System™ was built on this foundation. Every question in the Wa'a Within™ was developed against this dataset. The predicted scores below were derived from cross-instrument convergence before the assessment was taken.

Instrument Year What It Measured
TTI Success Insights DISC 2006 Behavioral style · 4-factor D/I/S/C · Natural vs. Adaptive patterns
The CALL Vocational Guide 2008 Motivational gifts · Thinking style · Occupational interests · Big-5 personality
Enneagram RHETI Sampler 2013 Core type structure · Type 7 (Adventurer) dominant · 7-3-8 triad
Motivational DNA (Tamara Lowe) 2014 Production / Variety / External drivers · The Champion archetype
How To Fascinate (Sally Hogshead) 2015 Communication fascination advantages · Power + Innovation archetype
GeniusSpark Connector Profile 2015 Relational activation style · People-bridge archetype
CliftonStrengths (Gallup) ~2015 Top talent themes · Individualization / Strategic / Competition / Achiever / Activator
Enneagram Type 7 (expanded) ~2018 Full Type 7 narrative · adventurous / spontaneous / people-oriented
Innermetrix DISC Plus (WizeHire) 2022 DISC behavioral + Values Index · HOW + WHY combined
Innermetrix Values Index 2022 Economic 83 / Political 73 / Theoretical 63 — motivational driver hierarchy
The CALL Report (composite) 2008 Leadership gift 10/10 · Teaching 8/10 · Encouraging 8/10 · Creative interests 10/10
Predicted vs. Actual

What was predicted. What actually scored.

The following table documents each Wa'a Within™ dimension — the predicted score derived from cross-instrument analysis, the actual score produced when the assessment was taken, the delta, and the analytical interpretation of each finding. The predictions were documented before the assessment ran.

Dimension Predicted Actual Delta Finding
The Keel™
Trait Core · Open Sea ←→ Shoreline
4.4 3.7 −0.7 ✓ Open Sea confirmed · within acceptable margin · D=99 ceiling plus Enneagram 7 both predicted high openness accurately
The Wind™ ★
Motivational Drive · Headwind ←→ Tailwind
4.7 3.4 −1.3 ★ PRIMARY FINDING · Variable Wind not Headwind · dual-engine motivation detected · most commercially significant result
The Wind™ is the primary finding of this validation study. Every prior instrument predicted extreme toward-motivation (toward reward, opportunity, and recognition). The actual score of 3.4 — placing the profile in Variable Wind rather than Headwind — reveals a dual-engine motivational system. Toward-motivation is real and dominant in favorable conditions. But there is a second engine: an away-from driver that activates under specific conditions (threat of public failure, the cost of disappointing those who depend on him, the discomfort of an unsolved problem). Neither prior instrument detected this dual structure. The Wa'a Within™ did. This is the most commercially significant finding in the entire validation study — and the most important insight this individual had not previously named about himself.
The Draw™
Action Signature · First Draw ←→ Full Set
4.6 3.9 −0.7 ✓ First Draw confirmed · Teaching gift (CALL 8/10) and Theoretical 63 correctly predicted a pause-before-launch that pulled the score below ceiling · prediction rationale validated
The Squall™
Stress Response · Paddle Harder ←→ Brace
4.5 4.4 −0.1 ✓ Near-perfect prediction · Paddle Harder confirmed · fight-forward stress response validated across 5 instruments · most accurate dimension in the study
The Tide™
Emotional Expression · High Tide ←→ Low Tide
2.8 3.3 +0.5 ✓ Selective Tide confirmed · slight upward variance suggests positive expression items score higher than suppression items · within prediction margin
The Horizon™
Risk Orientation · Open Water ←→ The Reef
4.3 4.7 +0.4 ✓ Open Water confirmed · slightly higher than predicted · ROI-filter questions may not fully register calculated-risk evolution · within margin

Composite actual score: 3.87 / 5.0 · Predicted composite: 4.22 / 5.0 · Archetype correctly assigned: The Tide Turner™ · Algorithm: PASSED

The Primary Finding
★ Wind™ Dimension · Primary Instrument Finding
Predicted 4.7. Actual 3.4. The instrument found something sixteen years of prior data missed.

Every instrument across 16 years measured extreme toward-motivation — movement toward reward, recognition, achievement, and opportunity. The prediction was 4.7 out of 5.0: Headwind dominant, meaning a motivational engine that runs almost entirely toward stimulus. The Wa'a Within™ produced 3.4: Variable Wind, a dual-engine profile.

What the Wa'a Within™ detected that DISC, CliftonStrengths, the Enneagram, Motivational DNA, and the Innermetrix Values Index did not: a secondary away-from engine that activates under specific conditions. The threat of public failure. The cost of disappointing people who depend on him. The discomfort of an unsolved problem that niggles at the back of the brain. This is not a weak toward-drive. It is a second engine running in parallel — and neither the instrument's creator nor 16 years of prior assessment had explicitly named it.

This is the most commercially significant finding in the validation study for one reason: the Wa'a Within™ produced new self-insight, not just confirmation of existing insight. When an assessment tells you something you already knew, it validates. When it tells you something you did not know — accurately — it predicts. That is the difference between a test and an instrument.

What This Means

Why prediction accuracy is the commercial argument.

For Enterprise Buyers
A personality instrument that confirms what people already believe about themselves is an experience product. An instrument that generates new, accurate, actionable insight is a performance product. Enterprise L&D investment is justified by performance outcomes — not experiences. The Wind™ finding is the evidence that this instrument belongs in the second category.
For Coaching
The gap between predicted and actual is always the most important coaching conversation. When the Wa'a Within™ predicts one score and produces another, that divergence is not a measurement error. It is data. The person is doing something — consciously or unconsciously — that a career of prior assessment missed. The coaching conversation starts there.
vs. DiSC
DiSC measures behavioral preference — how you prefer to act. It does not predict future behavior. It does not generate longitudinal benchmarks. It does not produce a coaching hypothesis before the session begins. The Wa'a Within™ does all three, because it was designed against a longitudinal dataset rather than a cross-sectional sample.
vs. CliftonStrengths
CliftonStrengths identifies talent themes — what you are good at. It does not measure stress response, risk orientation, emotional expression, or motivational direction. It does not produce an archetype that synthesizes those dimensions into a coaching roadmap. The Kilo Hōkū™ composite does — and does so predictively.
The Kilo Hōkū™ Extension
The predictive architecture now extends into the field. The Kilo Hōkū™ composite profile generates a predicted Deep Current Method™ execution pattern across all six sales stages. The Deep Current Rep Assessment produces the actual scores. The gap between predicted and actual becomes the coaching plan — the same logic as the Wind™ finding, applied to sales execution performance.

"Benjamin Goss is one of the rarest profiles in any behavioral dataset: a person whose core drive has never moved — D=99, sixteen years, two instruments — while every other dimension has continued to develop, deepen, and become more strategically sophisticated. The Wa'a Within™ will, when completed, produce a score set that confirms this architecture in a new language. The Tide™ score will be the most instructive number in the profile — not because it is low, but because its gap from every other dimension tells the story of a person who has learned to lead with warmth while the full force of who he is waits just beneath the surface, ready to be deployed the moment the situation demands it. That is not a weakness. That is a weapon."

Creek & Paddle System™ Longitudinal Meta-Analysis · March 2026 · Written before the assessment was taken

Case Studies — In Progress

The instrument has been live.
The data is accumulating.

The Wa'a Within™ assessment has been live on this platform since early 2026. Every person who completes it and returns behavioral observations over time becomes a data point. The case studies below represent the structure that will be populated as that data is validated. If you have completed the assessment and have observed your profile holding true — or diverging in ways worth documenting — we want to hear from you.

Case Study 01 · Validated
The Tide Turner™
Sales Leader · 16-Year Longitudinal
Composite 3.87 / 5.0 · 5 of 6 dimensions confirmed · Wind™ primary finding: dual-engine motivation detected where 11 prior instruments detected only toward-motivation. New self-insight generated, not just prior insight confirmed.
Benjamin Goss, MBA · Architect & First Subject
Case Study 02 · Incoming
Your Profile Here
Have you completed the Wa'a Within™ and observed your profile in the field? Has a coaching conversation using your archetype map produced a result worth documenting? We are building the case study layer now — reach out if your data belongs here.
Contribute your data →
Pending Validation
Pending Validation

Case studies are added as behavioral observations accumulate. Anonymization available on request. Enterprise team case studies prioritized.

The Next Step

See what the instrument
predicts for your team.

The proof above is one person. One dataset. Sixteen years. The enterprise case is built one team at a time, one set of validated predictions at a time. If you want to understand the methodology before scheduling a call — we will send it to you.

Get the Full Validation Methodology
We'll send you the prediction framework
and what it means for your team.

Enter your name and email. We'll send you the complete prediction-to-validation methodology — including the scoring model, the cross-instrument evidence base, and how the Kilo Hōkū™ extends this into sales execution prediction.

No spam. No sequences. Just the methodology document.

Ready to talk now?
Schedule a Discovery Call Or take the free 3-minute diagnostic →
Field Validation Studies

What the instrument
found that nothing else did.

The following case studies are anonymized at the subject's request. All data is documented and on file. Names, company, and identifying details have been changed. The scores, findings, and coaching outcomes are unaltered.

The subject: A field sales professional with three-plus years on a high-performing regional team. Mid-pack closer. Not struggling — not excelling. Consistent, reliable, and quietly plateaued at a ceiling his manager attributed to "closing intensity."

The prior instrument: A widely-used behavioral assessment — one of the most deployed in corporate sales environments — had assessed this professional two years prior. The result placed him squarely in the dominant behavioral quadrant: high assertiveness, task-oriented, direct. The manager built an entire development plan around that profile. Two years of coaching: create more urgency, push harder at the close, use silence as a pressure tool, stop building rapport that doesn't convert.

"The coaching was good. The manager was invested. The methodology was sound. The target was wrong."

The Creek & Paddle finding: When all three assessments completed and the Kilo Hōkū™ composite generated, one number changed the conversation that had been happening for 24 months.

Composite Score
3.27 / 5.0
Archetype
The Paddler™
Tide™ Score
3.1 / 5.0
Prior Assessment
Predicted High-D
Prior Tide Pred.
Low (not measured)
Delta
Significant divergence

The Tide™ dimension — which maps emotional expression, relational warmth, and connection-orientation — came in at Selective Tide: a moderate, context-dependent relational expression. Not the low, detached profile of a high-D assertiveness driver. A person who closes through trust, not pressure. Who builds relationships that convert — when given the runway to build them.

He wasn't failing to push hard enough. He was being coached to close like someone he wasn't. Two years of the right intervention, aimed at the wrong source.

"The instrument did not confirm what his manager already knew. It found something his manager had been coached to overlook. That is the difference between a behavioral style assessment and a predictive instrument."
The $97 Takeaway — Kennedy/Hormozi/Suby Style

Here is what two years of misdirected coaching costs in real money: if this rep's close rate was 2 percentage points below what his wiring could produce — conservatively — on 200 opportunities a year at a $5,000 average deal, that's 4 missed closes per year. That's $20,000 per year. Over two years: $40,000 in revenue that was never a performance problem. It was a diagnostic problem.

One Creek & Paddle profile. One coaching conversation that fit. The number was always available — nobody had the right map.

Get your own profile free — and find out what your coaching has been aimed at.

The subject: A roofing and restoration sales professional. Strong prospector. High energy in the field. Relationally gifted — buyers liked him. But his close rate told a different story. He could generate opportunity. He could not reliably convert it. His manager had labeled him "a great opener, not a closer." He had accepted that label.

What "not a closer" actually means: It means the diagnosis stopped at the symptom. "Not a closer" is a behavior observed at the end of the sales process. It is not the source of the pattern. The source lives in the dimension profile — specifically in the interaction between how this person orients to risk and how that orientation shows up in the commitment-ask moment of a sales conversation.

Composite Score
2.99 / 5.0
Archetype
The Kōkua™
Horizon™ Score
2.3 / 5.0
Horizon Zone
The Reef
Key Finding
Primary gap
Prior Diagnosis
"Not a closer"

A Horizon™ score of 2.3 places this profile in The Reef orientation — calculated, risk-averse, careful. Not passive, not incompetent — cautious. And caution, in the commitment-ask moment of a sales conversation, reads to the buyer as uncertainty. The buyer doesn't feel pushed toward yes. They feel the rep's own hesitation about whether yes is the right move. They mirror it. The close doesn't come.

This has nothing to do with technique. He knew how to ask for the sale. He had been taught the words. But the wiring underneath the words communicated something the words could not override — and no technique training in the world addresses a Horizon™ gap, because no technique training has ever seen a Horizon™ score.

"He wasn't 'not a closer.' He was a Reef-orientation closer trying to perform the Close like an Open Water rep. The ask felt dangerous to him. The buyer felt it. That's the pattern — and it has a specific intervention."

The intervention: Once the Horizon™ score was named, the coaching conversation became specific. Not "be more confident at the close." That's a platitude aimed at nothing. Instead: here is the specific moment in your sales conversation where your Reef orientation activates. Here is the sentence that replaces the close. Here is why it works with your wiring. Here is what to say when the buyer hesitates — and why your instinct in that moment is the exact wrong move.

That is a conversation no previous instrument had made possible. Because no previous instrument had produced a Horizon™ score.

The $97 Takeaway — Kennedy/Hormozi/Suby Style

Here is the math on a "not a closer" label that goes undiagnosed: in a field sales environment where a rep touches 15 qualified opportunities per month, a 10% close rate gap between "not a closer" and "knows his Horizon™" is 1.5 additional closes per month. At an average roofing ticket of $12,000, that is $18,000 per month. Per year: $216,000 in revenue that had been sitting inside a label nobody examined.

The Kōkua™ archetype is not a liability. It is a misunderstood asset. The instrument found the gap. The coaching named it. The number moved.

Get your Horizon™ score free — and find out what your close pattern is actually built on.