What are the most reliable Core Web Vitals fixes for reducing Cumulative Layout Shift caused by dynamic ad banners on our family travel magazine?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most reliable Core Web Vitals fixes for reducing Cumulative Layout Shift caused by dynamic ad banners on our family travel magazine?
3 real searches · 1 real-search pass
web.dev optimize CLS ads reserve space ad slots dynamic content layout shiftsGoogle ↗
OBSERVEDOther / navigational
Google Publisher Tag collapseEmptyDivs reserve space ad slot layout shift best practicesGoogle ↗
OBSERVEDReason
web.dev CLS ads lazy loading reserved space responsive ad slotsGoogle ↗
OBSERVEDReason
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
web.dev optimize CLS ads reserve space ad slots dynamic content layout shifts OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Publisher Tag collapseEmptyDivs reserve space ad slot layout shift best practices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
web.dev CLS ads lazy loading reserved space responsive ad slots OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |