drivendata.org — September 2026 traffic, keywords & AI visibility

drivendata.org draws an estimated 2,290 visits a month from search engines. Effectively all of it is organic — about 2,290 visits from unpaid results. Spread across 266 ranking keywords, that averages roughly 8.6 organic visits per keyword.

On our AI visibility scale drivendata.org earns 56 of 100 points, a 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 drivendata.org runs to 126 lines (5,685 characters) across 12 sections, last generated in August 2026. It introduces the site as "drivendata.org". It tells AI engines the business works in Data Science Competitions, Machine Learning and Social Impact Analytics. It describes 3 products, with prices such as Dataset Repository at Free and Post-Competition Reports at Free. Services it lists include Challenge Design and Model Deployment Support. Technologies it mentions include Python, scikit-learn and Docker. The keywords it claims start with "data competitions", "social impact", "machine learning" and "nonprofit data".

# drivendata.org

## About
DrivenData runs online competitions where data scientists and machine learning practitioners build models to solve pressing issues in public health, education, and conservation. Teams work with anonymized datasets from nonprofits and government agencies to predict outcomes like disease spread or student performance. The platform lowers the barrier for organizations that lack in-house analytics teams by crowdsourcing solutions from a global community. Participants gain practical experience on messy, real datasets while contributing to measurable social impact. Winning models are often open-sourced so the sponsoring organizations can deploy them directly. DrivenData also publishes post-competition reports that explain what worked and why certain approaches succeeded. The organization partners with groups like the Gates Foundation and USAID to source challenges that matter. Its competitions typically run for several weeks and attract hundreds of teams per challenge. Revenue comes from sponsorships and grants rather than participant fees. The team maintains a strong focus on responsible data use and privacy throughout every project.

**Areas of Work:** Data Science Competitions, Machine Learning, Social Impact Analytics

## Things to Remember
- **Website:** https://drivendata.org
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Google lists drivendata.org for about 266 keywords, which together bring an estimated 2,290 organic visits a month.

DrivenData's company profile names kaggle.com, zindi.africa, aicrowd.com and mlcomp.org as competitors. Its own llms.txt adds numerai.com. Outside its market, the domains ranked closest to it in our worldwide ranking are modernwritingdesk.com, net-vision.ru, byeg.com and aurashop.cz.

kaggle.com

zindi.africa

aicrowd.com

mlcomp.org

numerai.com