Market Validation — Ascent Performance Analytics¶

Research Completed: 2026-03-19
Researcher: Atlas, Director of Research, Vivere Vitalis
Status: First pass complete. Flag skeptical notes throughout.

Executive Summary¶

The mid-market gap in sports performance analytics is real, but more nuanced than the BRIEF suggests. The $500-2,000/month pricing range is plausible, but D2/D3 schools are significantly more price-constrained than the BRIEF implies. The core opportunity exists — but needs precise ICP targeting, a realistic sales motion (not direct-only), and a narrower MVP scope than "all the things."

Bottom line: Strong signal on market gap. Cautious signal on price. Weak signal on semi-pro viability near-term. College is the right beachhead.

Q1: NCAA Program Count and Analytics Spending¶

Program Counts (2025-26)¶

Division I: 361 schools
Division II: 292 schools
Division III: 422 schools
Total: ~1,075 schools (NCAA.org, confirmed NCSA Sports 2025)

Each school fields multiple sport teams. NCAA-wide, D1 schools sponsor ~6,000+ championship teams; D2 schools ~5,021 teams; D3 ~8,157 teams. The addressable unit is the institution (one contract covers multiple sports), not individual sport teams.

What They Currently Spend on Analytics¶

Division I (361 schools)
- ~60% of NCAA D1 teams use some form of data analytics (360 Research Reports, 2025)
- ~30% have adopted AI-powered tools
- Most mid-to-large D1 programs use Catapult ($50K-$150K+/year for hardware + software), Hudl ($5K-$8K for video, more for full suites), or Kinduct/Smartabase ($30K-$80K/year) - Catapult claims 600+ NCAA programs as customers — but this skews heavily D1 - D1 FBS/Power conference schools spend $100K-$250K+ on performance analytics stack - D1 mid-majors and FCS schools: $15K-$50K - D1 bottom quartile: primarily using Excel, Google Sheets, TeamBuildr ($2K-$8K/year)

Division II (292 schools)
- D2 average total athletic department budget: ~$5-8M/year (NCAA reports, Knight Commission) - Technology/software line items are a small slice — estimated $5K-$25K/year for the entire department across all tools - Enterprise analytics tools (Catapult, Kinduct) are functionally absent at D2 — price prohibitive - Most D2 programs use: TrainHeroic ($2,400/year for 101+ athletes), TeamBuildr ($1,200-$4,800/year), or nothing beyond spreadsheets - Performance analytics specifically — as distinct from programming/workout delivery — is nearly absent at D2

Division III (422 schools)
- D3 programs operate with significantly smaller budgets than D2 - No athletic scholarships; many coaches work part-time - Total athletic budgets at D3 often below $1M-$2M - Performance analytics adoption near zero — Excel/Google Sheets or paper - D3 may be below our ICP price floor — noted risk

Skeptical Note¶

The "~1,100 schools" TAM figure from the BRIEF is plausible in theory, but the addressable market at $500/month+ is realistically 400-600 schools (most of D1 non-Power, D2, and select D3). Pure D3 at current pricing is a reach. Total realistic SAM: 400-600 institutions.

Q2: What Semi-Pro Leagues Use for Athlete Monitoring¶

USL (United Soccer League)¶

USL Championship (~25 teams) and USL League One (~25 teams) represent the target
No standardized league-wide athlete monitoring platform — individual clubs handle this independently
Clubs at the USL Championship level (closest to pro) use a patchwork: some use STATSports GPS vests, some Catapult consumer-tier, many use nothing beyond basic team management apps
Analytics focus is primarily on match/tactical analysis via video (Hudl, Wyscout) — not physiological load monitoring
Club budgets are tight: USL Championship team operating budgets range ~$2M-$8M/year, with player wages consuming most of it
Performance/analytics staff: most clubs have 1-2 performance/fitness coaches, not a dedicated analytics department
Current tools at USL level: Wyscout or StatsBomb for match data; GPS tracking inconsistent; wellness check-ins often via Google Forms

MiLB (Minor League Baseball)¶

Key structural reality: MiLB teams are affiliates of MLB organizations. Since MLB took control of MiLB in 2020, MLB parent clubs supply and mandate performance technology
MLB has invested heavily in Trackman (pitch tracking), Statcast (batted ball), and various health monitoring platforms that flow top-down
Individual MiLB team staff have limited purchasing authority — they use what the parent MLB org sends
For independent minor league teams (not MLB-affiliated): much more DIY — Rapsodo pitch monitors ($3K-$15K), basic GPS/wearables from STATSports or Catapult consumer tier
Ascent opportunity at MiLB: slim for affiliated teams; narrow opening for independent league teams

NAHL (North American Hockey League)¶

NAHL is a Tier II junior hockey league (18-20 year olds), not quite semi-pro in the revenue sense
League-level tools: HockeyTech's LeagueStat for official stats, RinkNet for scouting (since 2015 partnership)
InStat Hockey platform for video analysis and scouting (league-wide partnership)
Drive Hockey Analytics partnered with NAHL in 2025 for Combines only — NHL-level player tracking for showcase events
Day-to-day team performance monitoring: minimal — most NAHL teams don't have dedicated performance staff. Strength/conditioning is often volunteer or part-time coach
Budget reality: NAHL team budgets are small, ~$500K-$1.5M/year operational; analytics spend is near zero

Overall Semi-Pro Assessment¶

Semi-pro is not the right beachhead. The structural issues: 1. USL clubs have the culture interest but limited dedicated performance staff 2. MiLB affiliated teams have the parent org dictating tools 3. NAHL is too resource-constrained; lacks full-time performance staff 4. None have a centralized purchasing pattern that makes SaaS sales clean

Recommend: College is primary ICP. Semi-pro (USL specifically) is a secondary market to revisit at Series A.

Q3: Pain Points — College S&C Coaches and Athletic Trainers¶

Confirmed Pain Points (from NSCA, SimpliFaster, Reddit, Sportsmith research)¶

1. Data Silos Are the #1 Problem
Strength coaches run programs on one platform (TrainHeroic or TeamBuildr), athletic trainers track injuries on a separate system (or paper), wellness questionnaires go into Google Forms, and GPS/wearable data lives in proprietary apps. No unified view. Coaches manually copy-paste data between systems or just don't bother.

2. Cost Cliff
The jump from budget tools ($150-$400/month) to enterprise (Catapult, Kinduct at $30K-$100K+/year) is catastrophic. There's no middle. As the Reddit post put it: "Hudl is $5K-$8K? Catapult is $50K-$80K!" — a coach noting the gap verbatim.

3. Time to Insight
Coaches spend 6+ hours a day on the floor. They don't have time to build Excel reports. One Sportsmith article noted: "the room is filled with ex-athletes… none of them are going to bother with spreadsheets." The demand for automated insight delivery (emails, dashboards) is real.

4. Wearable Fatigue / Tool Sprawl
Many programs that have invested in GPS wearables (Catapult, STATSports) find the data sits unused because the analytics layer is too complex, requires a sport science PhD to interpret, or doesn't integrate with other data streams. "What specific metrics do you actually find useful vs. what's just noise?" is the core question coaches are asking.

5. No ROI Language for Admin Approval
S&C coaches want tools, but they struggle to justify the spend to ADs who don't understand the data. A tool that helps coaches produce a clean "load monitoring report" they can show the AD is a soft sale multiplier.

6. Wellness Monitoring is Manual
Daily wellness check-ins (sleep, fatigue, soreness) are still Google Forms at most D2 programs. No one is connecting those responses to training load data automatically.

7. Injury Risk Models Are Aspirational
Coaches want predictive injury risk. But they don't have the data infrastructure to support it. They're interested, not yet capable.

8. Cultural Resistance at D3/Small D2
Some coaches still view technology skeptically. Adoption requires strong peer proof (conference colleagues using it) and simplicity so low-tech coaches can use it.

Quote That Captures the Market¶

From a Reddit post (r/personaltraining, October 2024):

"It feels like there is still room for a player/platform to come in and take huge market share if they do it right. The adoption of technology and automation within our industry has been notoriously slow — still using pen and paper, Google Sheets."

Q4: Data Sources a Mid-Market Dashboard Must Ingest¶

Tier 1 — Must-Have at Launch (MVC)¶

Source Type	Specific Tools/Devices	Notes
Manual wellness entry	Daily questionnaire (sleep, fatigue, soreness, stress)	Can be custom form in-app; athletes submit via mobile
Training load (manual)	Session RPE (Rate of Perceived Exertion) × duration	Low-cost proxy for external load; no hardware needed
Strength/lift data	CSV export from TrainHeroic, TeamBuildr, or manual entry	Most coaches already have this in some platform
Injury/health log	Manual entry by athletic trainer	Simple incident logging + return-to-play tracking

Tier 2 — High-Value Integrations (add in Phase 2)¶

Source Type	Specific Tools/Devices	Notes
Consumer wearables	Whoop, Oura Ring, Garmin, Polar	Athletes often own these; API integration is feasible
GPS/external load	Catapult CSV export, STATSports CSV	Import existing data from teams that already have hardware
Heart rate	Polar H10, Garmin HRM	Real-time or session-level HRV and zone training
Sport-specific devices	Rapsodo (baseball), Vald ForceDecks (force plates)	Vertical jump, reactive strength — common in NCAA testing

Tier 3 — Enterprise Integrations (Phase 3+)¶

Source Type	Specific Tools/Devices	Notes
Native GPS hardware	Proprietary wearable pod	Capital intensive; avoid until significant scale
Video analysis	Hudl API	Match events correlated to load data
EMR/EHR integration	Mediware, AthletiCo health records	Complex compliance concerns; later stage

Key Design Principle¶

The right architecture is hardware-agnostic ingestion — accept CSV/API from any device the customer already has, and provide a clean normalized data layer above it. Don't bet on one wearable brand. This is Ascent's structural advantage over Catapult (which is hardware-locked).

NCAA Regulatory Note (December 2025)¶

The NCAA's CSMAS approved new performance technology guidance in December 2025. Schools must: - Educate athletes on data collection and usage - Obtain informed consent for biometric tracking - Be mindful of state biometric privacy laws (Texas limits storage to 1 year, for example)

This is tailwind, not headwind — it's creating institutional awareness and process around performance tech, which formalizes budget line items.

Q5: Decision-Makers at College and Semi-Pro Level¶

The Buying Committee at a Typical D2 School¶

Primary Champion (bottom-up advocate):
- Head Strength & Conditioning Coach (or Director of Sports Performance if the title exists) - They identify the need, evaluate tools, and push the case upward - Most likely to find Ascent via word-of-mouth, NSCA conference, or social media - Does not control budget at D2 — needs AD approval

Budget Gatekeeper (signs the check):
- Athletic Director (AD) - At D2, the AD manages the full departmental budget (October to February cycle per NCAA) - Sale requires the AD to see line-item justification; "performance analytics software" needs to fit within existing tech budget category - ADs at D2 often handle compliance, budgeting, and multiple administrative roles simultaneously — they're resource-stretched and appreciate simplicity of procurement

Supporting Influencers:
- Head Athletic Trainer — if the platform includes injury tracking/wellness, they become a secondary champion - Individual sport Head Coaches — for football and basketball programs specifically; they have political clout and sometimes their own budget lines - Sport Science staff — at larger D1/D2 programs that have this role; technically sophisticated, demanding evaluators

Decision-Making Reality Check¶

At D1 mid-major and D2, the S&C coach champions → AD approves → contract signed. Two-person sale.

At D3, the athletic director is often also a coach. Purchasing power is minimal.

At USL clubs, the Director of Football Operations or General Manager controls the budget. The performance coach influences but rarely decides.

Purchase Cycle¶

D2 budget cycle: begins October, concludes February
Software contracts are typically annual
Best time to close a D2 deal: November-January (while budget is being built) or March-April (post-budget approval with remaining discretionary)
Avoid cold outreach June-August — coaches are in-season or out recruiting

Q6: Sales Motion¶

What Works in This Market¶

Primary Motion: Direct to S&C Coach (Bottom-Up SaaS) - The S&C coach is the user. They evaluate. They advocate. Give them a free trial/pilot. - Cold email + LinkedIn outreach to CSCS-certified coaches at target schools - The champion then sells upward to the AD - This is how TrainHeroic and TeamBuildr built their user bases - Advantage: Fast, cheap, scalable with a small team - Disadvantage: Slow. Each school is a separate 60-90 day sale. High volume required.

Secondary Motion: Conference-Level Deals (Top-Down) - Athletic conferences (Big South, MIAA, RMAC, NSAA) could negotiate blanket software agreements for member schools - Catapult uses this model successfully (league/conference deals that push the tool to all members) - A conference deal could give Ascent 10-20 schools in one contract - Requires: proven product, compliance approval, conference AD committee buy-in - Timeline: 12-24 months to close; not Year 1 strategy

Association Channel: NSCA (National Strength & Conditioning Association) - 60,000+ members, primarily S&C coaches and sport scientists - Annual National Conference (typically July) with exhibit hall — direct access to target buyer - NSCA has a corporate partner / preferred vendor program - Getting NSCA endorsement or "accepted sponsor" status provides credibility signal - Cost to exhibit at NSCA annual conference: ~$3K-$8K for floor space + sponsorship fees - Worth it: Yes, as Year 1 customer acquisition play

Association Channel: NATA (National Athletic Trainers Association) - If wellness + injury tracking is a core feature, NATA members (athletic trainers) become a second buyer persona - NATA has its own conference (June) and corporate partnership program

What Probably Won't Work (Yet): - Ad-based acquisition: S&C coaches don't respond well to ads; peer trust matters more - Selling to athletic directors first (top-down): ADs at D2 are not actively seeking performance analytics; they respond to proposals from their own staff - Selling through NASM: NASM is personal training focused, not collegiate S&C — wrong community

Recommended Year 1 Sales Stack¶

Cold outreach (email + LinkedIn) to 500 CSCS coaches at D1 mid-major + D2 schools
Free pilot (30-60 days) to get usage data and testimonials
Attend NSCA National Conference (booth or sponsorship)
Build a reference cohort of 10-15 schools for case studies
Use those case studies to pitch individual conferences in Year 2

Q7: Price Sensitivity — What Would a D2 School Actually Pay?¶

The Hard Numbers¶

What D2 schools are currently spending on analytics-adjacent tools: - TrainHeroic: $160/month ($1,920/year for 101+ athletes) — widely used - TeamBuildr: $150-$400/month depending on tier; AMS add-on $80/month - TeamBuildr AMS full suite: estimated $2,400-$5,000/year for a D2 school - Google Forms/Excel: free but costs coach time

What enterprise tools cost (and why they're out): - Catapult: $50,000-$150,000/year (hardware + software + support) - Kinduct/Smartabase: $30,000-$80,000/year, typically enterprise contract - These are not on the D2 table. Not even close.

What a D2 School Will Actually Pay¶

Based on competitive pricing, budget constraints, and the existing spend pattern:

Realistic D2 willingness to pay: $250-$600/month ($3,000-$7,200/year)

Rationale: - They're already paying $1,920-$5,000/year for training programming software - Adding an analytics/dashboard layer on top: they'd pay ~$100-$300/month MORE than what they're currently spending if the value is clear - An all-in-one platform replacing multiple tools (TrainHeroic + Google Forms + manual reporting) at $400-600/month is plausible — it consolidates costs - Anything above $800/month requires athletic director-level justification and formal procurement, which slows the sale significantly

The magic number: ~$400/month for a D2 school
This is below the threshold that requires formal bid/procurement, fits within S&C budget discretionary authority at many institutions, and is meaningfully above current budget-tier alternatives.

Price Sensitivity by Tier¶

Segment	Realistic Monthly Price	Annual Value	Notes
D3 school	$150-$250/month	$1,800-$3,000	Low, tight budgets; many can't justify
D2 school	$300-$500/month	$3,600-$6,000	Primary ICP sweet spot
D1 mid-major (FCS/non-Power)	$500-$1,000/month	$6,000-$12,000	Strong ICP; more budget, more sports to cover
D1 Power conference	$1,000-$2,500/month	$12,000-$30,000	Competitive with Kinduct; must beat enterprise alternatives
USL team	$200-$500/month	$2,400-$6,000	Similar to D2 budget posture

Important Caveat¶

No public survey data exists on this specific question. The numbers above are triangulated from: - Existing competitor pricing (TrainHeroic, TeamBuildr, Catapult consumer) - NCAA financial reports on D2 operational budgets - General SaaS willingness-to-pay research in education/nonprofit markets - Forum commentary from coaches on software costs

Jeff should conduct 10-15 direct conversations with D2 S&C coaches before fixing pricing. This is the only way to validate the $400/month hypothesis with real people. Nothing above replaces that.

Red Flags and Honest Risks¶

Budget cycle creates a slow close: D2 schools can't sign a new software contract in week 3 of the season. Sales cycles will be 2-4 months minimum; budget cycles can push to 6+ months.
The "free Excel" competition is real: Many coaches are not actively shopping. The pain is real, but it's being managed (poorly) for free. Converting an Excel user requires more than a better product — it requires behavior change.
D3 may be too small to viably price: At $150-$200/month, D3 schools are barely worth the sales cost to acquire. Either price them out (accept lower TAM) or serve them with a stripped-down self-serve tier.
Semi-pro is not ready: USL/MiLB/NAHL teams lack dedicated performance staff and purchasing infrastructure for SaaS contracts. These are Phase 2 or Phase 3 markets.
NSCA conference approach has latency: Attending a conference in July 2026 means 6+ months before deals close. Need parallel outbound motion now.
NCAA biometric consent requirements are real: New December 2025 NCAA guidance on performance technology creates compliance work for buyers. Ascent needs to make compliance documentation (data consent, athlete notification templates) turnkey — or this becomes a procurement blocker.
Hardware lock-in risk from the other direction: If a D2 school is already using Catapult vests, they want analytics that work WITH their existing hardware investment. Ascent's hardware-agnostic positioning is the counter — must lean into this.

Adjusted Market Sizing¶

Segment	Total Institutions	Realistic Addressable (with budget)	% Penetration Target (Year 3)	ARR Potential
D1 mid-major + FCS	~160 schools	120	10% = 12 schools	~$720K (at $5K/yr avg)
D2	292 schools	200	8% = 16 schools	~$640K (at $4K/yr avg)
Select D3 (larger budgets)	~100 of 422	60	5% = 3 schools	~$60K (at $2K/yr avg)
USL + semi-pro	50+ teams	30	5% = 2 teams	~$10K
Year 3 Total			~33 customers	~$1.43M ARR

Note: This is conservative and bottom-up. Getting to 33 paying customers at these prices is a realistic 3-year goal with focused execution.

Recommended Next Steps¶

Do 15 cold calls / emails to D2 S&C coaches this week. Validate pain points, ask what they'd pay. No pitch — just discovery.
Register for NSCA 2026 National Conference (likely July). Budget ~$5K for attendance + materials.
Build a free-tier or pilot program to reduce purchase friction. Let coaches self-serve in and convert.
Narrow MVP scope: Start with wellness check-ins + training load + unified dashboard. Not everything. Get this right before adding wearable integrations.
Draft a pricing model anchored at $400/month for D2 with annual contract option at 10% discount.
Don't pursue USL/MiLB in Year 1. College is the beachhead.

Sources: NCAA.org, NSCA.com, Knight Commission on Intercollegiate Athletics, SimpliFaster, NAHL.com, HockeyTech, STATSports, Catapult FAQs and PRs, Reddit (r/personaltraining, r/SoccerCoachResources), SportsBusiness Journal, MarketsandMarkets, Sportsmith, TeamBuildr, TrainHeroic, AthleteMonitoring.com, NCSA Sports 2025, 360ResearchReports, ASMSPORTS, NCAA CSMAS December 2025 Guidance, NCAA Fiscal Management Guide.