Real ChatGPT answer · index seediCifpaexXrscompleteMarketing and advertisinginformational
What are the most important local SEO ranking factors for my residential roofing business in Austin given the recent algorithm updates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most important local SEO ranking factors for my residential roofing business in Austin given the recent algorithm updates?
2 real searches · 1 real-search pass
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 local ranking factors relevance distance prominence Google Business Profile guidelines 2026 local SEO roofing Austin recent algorithm updates Google ↗
Google Search ranking updates 2026 local search spam updates official Google Search Central Google ↗
9 cited sources
- Google Search consumer information · support.google.com
- Understand how Google sources & uses info in Business Profiles & local search results · support.google.com
- Google's Local Algorithm and Local Ranking Factors · www.brightlocal.com
- Local SEO Index: Google Maps Ranking Factors 2026 · goodatmarketing.com
- History for Ranking · status.search.google.com
- Incident details · status.search.google.com
- Google Search Spam Updates | Google Search Central | Documentation | Google for Developers · developers.google.com
- A Guide to Google Search Ranking Systems | Google Search Central | Documentation | Google for Developers · developers.google.com
- Understand your Business Profile performance & insights · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search local ranking factors relevance distance prominence Google Business Profile guidelines 2026 local SEO roofing Austin recent algorithm updates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search ranking updates 2026 local search spam updates official Google Search Central OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |