How has Google's handling of AI written content changed over the last six months, and does it still penalize sites that do not add human oversight and original data?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How has Google's handling of AI written content changed over the last six months, and does it still penalize sites that do not add human oversight and original data?
2 real searches · 1 real-search pass
Google Search AI-generated content policy changes May November 2026 scaled content abuse human oversight original data helpful content guidanceGoogle ↗
OBSERVEDReason
Google Search Central AI-generated content guidance spam policies scaled content abuse site reputation abuse 2026 updateGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Search AI-generated content policy changes May November 2026 scaled content abuse human oversight original data helpful content guidance Google ↗
Google Search Central AI-generated content guidance spam policies scaled content abuse site reputation abuse 2026 update Google ↗
- Latest Google Search Documentation Updates | Google Search Central | What's new | Google for Developers · developers.google.com
- Google Tells Sites To Fact-Check AI Content Before Publishing · searchenginejournal.com
- Spam Policies for Google Web Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Update to the Site Reputation Policy | Google Search Central Blog | Google for Developers · ltnr.ca
- Google Search: New updates to address spam and low-quality results · blog.google
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search AI-generated content policy changes May November 2026 scaled content abuse human oversight original data helpful content guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central AI-generated content guidance spam policies scaled content abuse site reputation abuse 2026 update OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |