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AI writing patterns across 10,126 pages of real marketing copy

AI writing patterns across 10,126 pages of real marketing copy

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TL;DR · WeSearch summary

// the dataWhat 10,126 pages of real marketing copy look like under a rulesetEvery figure here comes from scans people actually ran, between 2026-08-14 and 2026-09-14. No site is named: these are other people's sites, crawled from a URL someone pasted in, and none of their owners signed up to appear in a write-up.Measured 2026-09-14. Figures are a fixed snapshot, not a live counter.103sites scanned10,126pages crawled23,000flagged instances2.27flags per pagethe median page is far cleaner than the meanMost sites are fine.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 5,149 of its stories.

Original article
SiteTell
Read full at SiteTell →

Story provenance

Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisherSiteTell
Canonical URLhttps://www.getsitetell.com/data
Publication timeWed, 16 Sep 2026 12:32:25 +0000
Retrieval time2026-09-16T12:38:41.498Z
Last seen2026-09-16T12:38:41.498Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterXff00psKBNAM · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

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.

Opening excerpt (first ~120 words) tap to expand

// the dataWhat 10,126 pages of real marketing copy look like under a rulesetEvery figure here comes from scans people actually ran, between 2026-08-14 and 2026-09-14. One scan per site, the most recent. No site is named: these are other people's sites, crawled from a URL someone pasted in, and none of their owners signed up to appear in a write-up.Measured 2026-09-14. Figures are a fixed snapshot, not a live counter.103sites scanned10,126pages crawled23,000flagged instances2.27flags per pagethe median page is far cleaner than the meanMost sites are fine. The tail is not.The median site scores 90/100, and 10 of 103 carry no flags at all. The number worth attention is at the other end: on 17% of sites, at least one page scores under 60.

Excerpt limited to ~120 words for fair-use compliance. The full article is at SiteTell.

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