Real ChatGPT answer · index seediOJwT7OGV4UcompleteMarketing and advertising · local marketinginformational
What are the primary ranking discrepancies between desktop local searches and mobile voice searches in the current Google local search algorithm?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the primary ranking discrepancies between desktop local searches and mobile voice searches in the current Google local search algorithm?
4 real searches · 1 real-search pass
Google local search ranking differences desktop vs mobile voice search local algorithm proximity personalization voice search 2025 2026Google ↗
OBSERVEDReason
Google local pack ranking mobile vs desktop local search differences voice search ranking factors Google documentationGoogle ↗
OBSERVEDReason
Google local search ranking desktop vs mobile voice search differences local pack voice search ranking factors 2026Google ↗
OBSERVEDReason
Google Search local ranking relevance distance prominence mobile voice search guidelines local results rankingGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Google local search ranking differences desktop vs mobile voice search local algorithm proximity personalization voice search 2025 2026 Google ↗
Google local pack ranking mobile vs desktop local search differences voice search ranking factors Google documentation Google ↗
Google local search ranking desktop vs mobile voice search differences local pack voice search ranking factors 2026 Google ↗
Google Search local ranking relevance distance prominence mobile voice search guidelines local results ranking Google ↗
- Tips to improve your local ranking on Google · support.google.com
- The role of location in Search · blog.google
- A Guide to Google Search Ranking Systems | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Search consumer information · support.google.com
- Preparing for Voice Search (Part 2 of 3) - Brick & Mortar Optimization · parallelpath.com
- SERP Features: Local Pack · semrush.com
- Mobile vs Desktop Local Pack Rankings: 703-Location Study · localdominator.co
- Mobile-first Indexing Best Practices | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google local search ranking differences desktop vs mobile voice search local algorithm proximity personalization voice search 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google local pack ranking mobile vs desktop local search differences voice search ranking factors Google documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google local search ranking desktop vs mobile voice search differences local pack voice search ranking factors 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search local ranking relevance distance prominence mobile voice search guidelines local results ranking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |