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College Athlete Recruiting Profiles Scraper — On3 & Rivals

SPORTSLEAD GENERATIONBUSINESS

College Athlete Recruiting Profiles Scraper — On3 & Rivals

Pull structured recruiting profiles for 80,000+ college football athletes — and thousands more across basketball, baseball, softball, and volleyball — directly from On3.com, the platform that absorbed Rivals.com in 2023. All legacy Rivals profiles now live at on3.com/rivals/* and are fully covered.

Data is extracted from On3's sitemap-driven player index, covering recruiting classes from 2016 through 2034. Each run pages through the full athlete catalog for the selected sport and class year, returning one structured record per athlete.

What You Get

Each record contains the following fields:

Field Description
athlete_id On3 unique athlete identifier
name Athlete full name
sport Sport (Football, Basketball, etc.)
position / position_full Position abbreviation and full name
class_year Recruiting class year (HS graduation year)
class_rank Academic class (Freshman, Sophomore, Junior, Senior)
height / weight Physical measurements
age Current age
high_school / high_school_full High school name and mascot
hs_city / hs_state Hometown
college Committed or current college (null if uncommitted)
commitment_date ISO-format commitment date
transfer_status Transfer portal status (None, Transfer, ExpectedToTransfer, WithdrawnTransfer)
star_rating On3 star rating (2–5 stars; null if unranked)
rating Numeric score (0–100 scale)
ranking_national National rank among all prospects in class
ranking_position Position rank in class
ranking_state State rank in class
five_star_plus Whether rated as an elite five-star-plus prospect
nil_status NIL valuation status flag (Active, Private, or Pending)
nil_valuation NIL market value in USD — present only for athletes whose valuations are publicly listed on On3
nil_rank NIL rank among all athletes (when public)
twitter_handle / instagram_handle / tiktok_handle Social handles (when publicly listed)
organization_level Current level (HighSchool, JuniorCollege, College)
athlete_verified Whether On3 has verified the profile
profile_url Direct URL to athlete's On3 profile

How to Use

Quick Start

  1. Open the actor on Apify and click Try for free
  2. Select a sport (default: football)
  3. Optionally set a classYear to narrow to one recruiting class
  4. Set maxItems to limit output size for testing (set to 0 for a full run)
  5. Click Start and collect results from the Dataset tab

Input Parameters

Parameter Type Default Description
sport string football Sport to scrape. Options: football, basketball, womens-basketball, baseball, softball, volleyball
classYear integer 0 Recruiting class year filter. Set to 0 to collect all available years.
maxItems integer 0 Cap on number of profiles returned. 0 = no limit.

Example API Call

{
  "sport": "football",
  "classYear": 2026,
  "maxItems": 500
}

Sample Output

{
  "athlete_id": 156049,
  "platform": "on3",
  "slug": "kody-strayhorn-156049",
  "profile_url": "https://www.on3.com/rivals/kody-strayhorn-156049/",
  "name": "Kody Strayhorn",
  "sport": "Football",
  "position": "IOL",
  "position_full": "Interior Offensive Lineman",
  "class_year": 2028,
  "class_rank": "Senior",
  "height": "6-3",
  "weight": 295,
  "high_school": "Lebanon",
  "hs_city": null,
  "hs_state": "MI",
  "college": null,
  "commitment_date": null,
  "transfer_status": "None",
  "star_rating": 3,
  "rating": 87.4,
  "ranking_national": 524,
  "ranking_position": 30,
  "ranking_state": 76,
  "five_star_plus": false,
  "nil_status": "Private",
  "nil_valuation": null,
  "nil_rank": null,
  "twitter_handle": "kodystrayhorn",
  "instagram_handle": null,
  "tiktok_handle": null,
  "organization_level": "HighSchool",
  "athlete_verified": true
}

Data Scale

Sport Approximate Coverage
Football 80,000+ profiles, class years 2016–2034
Basketball (Men's) 15,000+ profiles
Basketball (Women's) Available
Baseball / Softball / Volleyball Available

On3's player sitemap updates daily. A full football run with no filters will pull the complete catalog.

Use Cases

  • NIL agencies and sports agents — Identify ranked recruits by position, class year, and state; filter by star rating to surface top prospects
  • College recruiting services — Build and maintain a structured database of prospects with commitment and transfer portal status
  • Sports analytics platforms — Enrich player databases with recruiting pedigree, physical measurements, and position rankings
  • Sports journalism and research — Track transfer portal trends, commitment waves, and ranking changes across class years
  • Fantasy / DFS tools — Add recruiting-grade signal to player profiles for college sports products

Pricing

This actor uses pay-per-result pricing. You are charged per athlete profile returned. A full football catalog run (80,000+ records) is priced accordingly. Use maxItems to run a small sample before committing to a full pull.

Limitations

  • NIL valuations are mostly private. On3 only displays NIL market values for high-profile athletes who have opted in. Expect nil_valuation: null for the majority of profiles. The nil_status field (Active / Private / Pending) is always returned.
  • Rivals.com is fully absorbed. There is no separate Rivals scraper needed — all Rivals athlete profiles now live on On3 at on3.com/rivals/* and are included in this actor's output.
  • 247Sports is a separate platform (owned by CBS Sports) and is not covered by this actor.
  • Social handles depend on athlete privacy settings. Handles are only returned when publicly listed on the athlete's profile.
  • Historical class years (pre-2020) have thinner coverage — fewer profiles and less ranking data as On3 backfilled legacy Rivals records.