Analysis Methodology

AnalysisMethodology

Pathwise uses a structured, rule-based framework to assess each student's college sports recruiting path.
Our methodology is designed to reduce high-risk errors in the college admission decision process.

What the Analysis Does

The Analysis evaluates three core dimensions of the recruiting path

Structured Decision Output

The report delivers a clear verdict: Worth Continuing, Proceed with Caution, or Not Recommended

Risk Identification

Each report identifies specific risk flags across athletic, academic, and timeline dimensions

Actionable Recommendations

Each report includes specific next steps based on the identified gaps and risk factors

9-Module Analysis Framework

Every Admission Analysis report covers 9 structured modules, each evaluating a specific dimension of the recruiting path

1

Profile Overview

Athletic level, academic scores, and timeline summary

2

Athletic Assessment

Competitive ranking relative to target division requirements

3

Academic Analysis

GPA and test score alignment with target school thresholds

4

Timeline Assessment

Recruiting window readiness and milestone completion

5

Risk Identification

Red, yellow, and green flags across all key dimensions

6

Validity Window

How long the current analysis remains accurate

7

Recommendations

Specific next steps based on timeline, gaps, and risk level

8

Coach Outreach Guidance

When and how to begin contacting college coaches

9

Overall Verdict

Final structured conclusion with confidence score

Three Possible Verdicts

Every report concludes with one of three structured verdicts

RecommendationsContinue

The student's profile meets the structural requirements for competitive college fencing recruiting. Risk factors are manageable and the timeline is on track.

Typical profile: DCS ≥70%, no critical risk flags, recruiting timeline on track

Proceed with Caution

The student's profile has meaningful risk factors that could limit outcomes. Specific gaps need to be addressed before the path can be considered structurally sound.

Typical profile: DCS 50–70%, one or more moderate risk flags, timeline gaps present

Not Recommended

The student's current profile has critical structural barriers that make the college fencing recruiting path unlikely to yield results without major changes.

Typical profile: DCS <50%, one or more critical risk flags, recruiting window closing

Quality Assurance

How we ensure the analysis is accurate and consistent

Multi-Layer QA Review

Every analysis report goes through three layers of quality checks before delivery:

Input Validation

All 9 input fields are checked for completeness and consistency before analysis begins

Rule Engine Check

Analysis rules are applied consistently and cross-validated against historical recruiting data

Risk Flag Review

Risk flags are reviewed for accuracy and relevance before being included in the final report

DCS Confidence Rating Scale

The DCS is scored on a 100-point scale and assigned a letter grade to indicate analysis confidence:

A Grade90–100 (High confidence)
B Grade80–89 (Good confidence)
C Grade70–79 (Moderate confidence)
D Grade<70 (Low confidence — update profile)

What This Analysis Does Not Do

To avoid misuse, the following are explicitly outside the scope of this analysis:

  • Admission guarantee: A "Worth Continuing" verdict does not guarantee any school will make an offer
  • Risk elimination: Identifying risk factors does not eliminate them — action is required
  • Consulting replacement: This is a decision-support tool, not a substitute for professional college consulting

Data Sources

The data sources that power the analysis engine

Official Sports Data

  • • NCAA school roster and division data
  • • Historical recruiting outcome data by sport and division
  • • USA Fencing / USA Swimming national ranking data
  • • AJGA / UTR junior ranking databases

Historical Analysis Data

  • • Multi-year college sports recruiting and admission statistics
  • • Athletic profile to admission outcome correlation analysis
  • • Recruiting timeline benchmarks by sport and graduation year
  • • Scholarship availability and distribution analysis

Sample Report Scenarios

Examples of how the analysis applies to real student profiles

Worth ContinuingFencing · Junior Year

Student A: Strong athletic ranking, top 50 nationally

Athletic level meets D1 threshold, recruiting timeline on track, academic profile strong

85%
DCS Score
Low
Risk Level
18 mo
Recruiting Window

Analysis summary: Athletic level is competitive for D1 recruiting. Academic GPA of 3.8+ meets threshold requirements. Recruiting timeline is on track. Verdict: Worth Continuing.

Proceed with CautionSwimming · Sophomore Year

Student B: Competitive athletic level, academic gap present

Athletic level is competitive for D2, but academic scores need improvement

62%
DCS Score
Medium
Risk Level
24 mo
Recruiting Window

Analysis summary: Athletic level is competitive for D2 programs. Academic GPA of 2.9 is below the threshold for most target schools. Recommendation: Improve GPA to 3.2+ and increase athletic ranking before reassessing in 6 months.

Not RecommendedGolf · Senior Year

Student C: Athletic level insufficient, recruiting window closing

Athletic ranking is below D3 threshold and the recruiting window is nearly closed

35%
DCS Score
High
Risk Level
6 mo
Recruiting Window

Analysis summary: AJGA ranking is below the D3 competitive threshold. Recruiting window closes in approximately 6 months. Recommendation: Consider non-athletic college admission paths; continuing to invest in sports recruiting is unlikely to yield results.

These are illustrative examples. Every student's actual report includes detailed module-by-module analysis and specific recommendations.

Ready to Get Your Analysis?

View a sample report or start your own Admission Analysis today