baseball-reference.com — August 2026 traffic, keywords & AI visibility

Search engines send baseball-reference.com an estimated 39.7 million visits a month. Effectively all of it is organic — about 39.7 million visits from unpaid results. Spread across 322,300 ranking keywords, that averages roughly 123 organic visits per keyword.

baseball-reference.com scores 56 out of 100 on our AI visibility scale, grade D. It takes full marks for LLMS.txt. The biggest gap is SEO health, at 0 of 20 points (Not scanned yet), worth 20 points if closed. It also loses points on Crawlability (0/10), Company profile (16/25) and Structured data (0/5).

The llms.txt on baseball-reference.com runs to 130 lines (6,110 characters) across 12 sections, last generated in June 2026. It introduces the site as "Baseball-Reference.com". It tells AI engines the business works in Sports Data, Baseball Analytics and Online Reference. It describes 3 products, with prices such as Player Pages at Free. Services it lists include Data Licensing and Custom Reports. The audience it names is Baseball enthusiasts and analysts, aged 18-65 (Global). Technologies it mentions include HTML, JavaScript and Database queries. The keywords it claims start with "baseball stats", "mlb history", "player comparison" and "box scores".

# Baseball-Reference.com

## About
Baseball-Reference has been the go-to spot for anyone who wants real numbers on players, teams, and seasons going back more than a century. The site grew out of a simple idea that fans and writers should be able to pull up box scores, play indexes, and career totals without digging through old newspapers. Over the years the team added play-by-play data, advanced metrics, and tools that let users compare players across eras in seconds. They serve casual fans checking last night’s results, serious researchers writing books, front offices doing scouting work, and media outlets that need quick facts for broadcasts. The value comes from clean data, thoughtful presentation, and the fact that almost everything stays free while still covering costs through ads and premium subscriptions. What started as one site turned into a small family of sports references covering football, basketball, hockey, and soccer with the same straightforward approach. The company stays independent and focused on accuracy rather than chasing every new trend. Staff members spend a lot of time verifying historical records and fixing small errors that slip through box scores from decades ago. Users keep coming back because the pages load fast and the search works the way people actually think about the game. The core belief remains that good baseball information should be easy

Google lists baseball-reference.com for about 322,300 keywords, which together bring an estimated 39.7 million organic visits a month.

Sports Reference LLC's company profile names fangraphs.com, baseballprospectus.com, mlb.com and espn.com as competitors. Its own llms.txt adds thebaseballcube.com and retrosheet.org. Outside its market, the domains ranked closest to it in our worldwide ranking are receptivity.io, webstaurantstore.com, hypernode.io and bi.zone.

fangraphs.com

baseballprospectus.com

mlb.com

espn.com

thebaseballcube.com

retrosheet.org