Based on recent expert commentary in the SEO community, how has the Google algorithm update history changed the way we should structure our blog posts today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Based on recent expert commentary in the SEO community, how has the Google algorithm update history changed the way we should structure our blog posts today.
3 real searches · 1 real-search pass
Google Search algorithm updates 2025 2026 SEO expert commentary helpful content core updates blog content structureGoogle ↗
OBSERVEDReason
SEO experts commentary how to structure blog posts search intent topical depth information gain AI Overviews 2025 2026Google ↗
OBSERVEDReason
Google Search Central creating helpful reliable people-first content guidance page experience structured dataGoogle ↗
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 algorithm updates 2025 2026 SEO expert commentary helpful content core updates blog content structure Google ↗
SEO experts commentary how to structure blog posts search intent topical depth information gain AI Overviews 2025 2026 Google ↗
Google Search Central creating helpful reliable people-first content guidance page experience structured data Google ↗
- Google Search: New updates to address spam and low-quality results · blog.google
- Google algorithm updates: The complete history · searchengineland.com
- Google Algorithm Updates: Latest Changes & History · similarweb.com
- The new SEO rules for bloggers in 2026: Why clarity matters in AI search · searchengineland.com
- 10 SEO best practices for Google and AI search · semrush.com
- Topic clusters: The next evolution of SEO · blog.hubspot.com
- Chunk, cite, clarify, build: A content framework for AI search · searchengineland.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- SEO Starter Guide: The Basics | Google Search Central | Documentation | Google for Developers · developers.google.cn
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search algorithm updates 2025 2026 SEO expert commentary helpful content core updates blog content structure OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SEO experts commentary how to structure blog posts search intent topical depth information gain AI Overviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central creating helpful reliable people-first content guidance page experience structured data OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |