What are the latest updates on how search algorithms detect AI content, and will it hurt my niche website if I summarize articles with software?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the latest updates on how search algorithms detect AI content, and will it hurt my niche website if I summarize articles with software?
3 real searches · 1 real-search pass
Google Search Central latest guidance AI-generated content scaled content abuse policy 2026Google ↗
OBSERVEDOther / navigational
Google Search Central spam policies scaled content abuse AI content people-first content documentationGoogle ↗
OBSERVEDOther / navigational
Google Search ranking systems originality helpful content site reputation AI summaries SEO guidance 2025 2026Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google Search Central latest guidance AI-generated content scaled content abuse policy 2026 Google ↗
Google Search Central spam policies scaled content abuse AI content people-first content documentation Google ↗
Google Search ranking systems originality helpful content site reputation AI summaries SEO guidance 2025 2026 Google ↗
- Latest Google Search Documentation Updates | Google Search Central | What's new | Google for Developers · developers.google.com
- Spam Policies for Google Web Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central latest guidance AI-generated content scaled content abuse policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central spam policies scaled content abuse AI content people-first content documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search ranking systems originality helpful content site reputation AI summaries SEO guidance 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |