Pricing

from $10.00 / 1,000 results

FantasyPros Player Rankings Scraper

Scrape fantasy sports player rankings from FantasyPros. Get ECR rankings, tiers, position ranks, and ownership data for NFL, NBA, MLB, NHL. Supports PPR, Half-PPR, Standard scoring formats.

Pricing

from $10.00 / 1,000 results

Rating

0.0

(0)

Developer

lulz bot

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Features

Multi-sport support: NFL, NBA, MLB, NHL
NFL scoring formats: PPR, Half-PPR, Standard
Position filtering: QB, RB, WR, TE, K, DST, and more
Ranking types: Overall (season-long), Dynasty, Rookies, Weekly
Rich data: ECR rank, average rank, best/worst rank, standard deviation, tiers, ownership %, bye weeks
No login required: Publicly available rankings data

Input

Field	Type	Default	Description
`sport`	string	`nfl`	Sport: `nfl`, `nba`, `mlb`, `nhl`
`scoringFormat`	string	`ppr`	NFL scoring: `ppr`, `half-point-ppr`, `consensus` (standard)
`position`	string	(empty)	Position filter (e.g., `qb`, `rb`, `wr`, `te`). Empty = overall
`rankingType`	string	`overall`	Ranking type: `overall`, `dynasty`, `rookies`, `weekly`
`limit`	integer	`0`	Max results. `0` = all available

Output

Each result contains:

{
    "playerName": "CeeDee Lamb",
    "playerId": "19562",
    "team": "DAL",
    "position": "WR",
    "ecrRank": 3,
    "averageRank": 3.2,
    "bestRank": 1,
    "worstRank": 8,
    "stdDev": 1.8,
    "positionRank": "WR1",
    "tier": 1,
    "ownedPct": "99.8%",
    "byeWeek": "7",
    "sport": "NFL",
    "scoringFormat": "ppr",
    "rankingType": "overall",
    "sourceUrl": "https://www.fantasypros.com/nfl/rankings/ppr-cheatsheets.php",
    "scrapedAt": "2026-04-26T00:00:00.000Z"
}

Use Cases

Fantasy draft prep: Get consensus expert rankings before your draft
Trade analysis: Compare player tiers and positional value
Waiver wire: Check ownership percentages to find available players
Dynasty leagues: Track dynasty-specific rankings and rookie values
Data analysis: Build models using ECR, rank ranges, and standard deviations

Example Inputs

NFL PPR Overall Rankings

{
    "sport": "nfl",
    "scoringFormat": "ppr",
    "rankingType": "overall"
}

NFL Running Backs Only (Half-PPR)

{
    "sport": "nfl",
    "scoringFormat": "half-point-ppr",
    "position": "rb",
    "limit": 50
}

Dynasty Rankings

{
    "sport": "nfl",
    "rankingType": "dynasty"
}

NBA Overall Rankings

{
    "sport": "nba",
    "limit": 100
}

Cost

This scraper uses pay-per-event pricing at $0.005 per result. A typical run scraping 300+ NFL player rankings costs about $1.50.

Technical Details

Extracts data from FantasyPros' ecrData JavaScript data blob (server-rendered)
Falls back to HTML table parsing if the data blob is unavailable
Covers 300+ players per sport for overall rankings
No anti-bot protection on the target site
Single HTTP request per run (all data is on one page)

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