Editorial Guide
March 2026 Research Update: Category, Tag, and Performer Snapshot
March 2026 internal dataset snapshot covering category concentration, top tags, performer coverage, and operational implications for archive planning.
TL;DR
Catalog size in this snapshot: 500 videos with 516,613,794 total views and 1,033,228 average views per video.
Freshness check: 0 videos were published in the last 30 days using the current dataset clock.
This update uses the same taxonomy definitions shown on /research and links directly to downloadable CSV snapshots.
What we know from the current dataset
Top categories by count: 1. Blowjob (89); 2. Big Tits (57); 3. Blonde (57); 4. Brunette (45); 5. Amateur (42).
Top tags by count: 1. blowjob (343); 2. cumshot (297); 3. pornstar (231); 4. facial (214); 5. cum (203); 6. blonde (175); 7. pussy (146); 8. big-tits (143).
Top performers by count: 1. Bisexual Britni (14); 2. Jessica Dee (10); 3. Holly Day (8); 4. Missy Monroe (6); 5. Honney Bunny (5); 6. Loni (5); 7. Andrew Andretti (4); 8. Ayako Tamura (4).
Average runtime across indexed videos is 1,352 seconds.
How to read this month
Category concentration usually signals where new archive pages, internal links, and editorial explainers will have the most immediate discoverability impact.
Tag concentration helps prioritize canonical naming and merge duplicate-intent terms before scaling additional content.
Performer concentration helps determine where performer hub pages should receive additional cross-links from category and studio archives.
What changed operationally
This monthly post is generated from the same source data as /research and provides a timestamped summary that can be cited externally.
The post links to stable CSV endpoints so third parties can verify counts and reuse the snapshot in independent analysis.
What is next
Next month, compare this post against the new monthly snapshot and record any category, tag, or performer concentration shifts larger than 5 percent of catalog share.
If major shifts appear, create one follow-up explainer in /blog/hubs/taxonomy-and-discovery and one operational note in /blog/hubs/metadata-distribution-qa.
Methodology and source notes
Source data: data/videos.json generated through the site import pipeline and published archive records only.
Counting rules: category counts are per video record; tag and performer counts are de-duplicated within each video record before aggregation.
Downloadable sources: /research/top-categories.csv, /research/top-tags.csv, and /research/top-performers.csv.