Kapwing: in tests, ~60% of the first 500 TikTok For You videos shown to a new account were AI slop, ~3x the slop shown to a new YouTube user via YouTube Shorts (Matt G. Southern/Search Engine Journal)
Matt G. Southern / Search Engine Journal : Kapwing: in tests, ~60% of the first 500 TikTok For You videos shown to a new account were AI slop, ~3x the slop shown to a new YouTube user via YouTube Shorts — In a fresh-account test, Kapwing found 59% of TikTok For You videos were AI slop, roughly three times the rate on YouTube.
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Story provenance
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Record
| Original publisher | Techmeme |
| Canonical URL | https://www.techmeme.com/260616/p47#a260616p47 |
| Publication time | Tue, 16 Jun 2026 22:25:59 -0400 |
| Retrieval time | 2026-06-17T02:53:36.198Z |
| Last seen | 2026-06-17T02:53:36.198Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher description |
| Excerpt method | Publisher-supplied description / RSS summary field. |
| Summary | None yet |
| Summary source text | description |
| Citation coverage | No WeSearch summary has been generated for this story yet. |
| Cluster | -2nq_GE3-gn4 |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.