How do budget conscious local businesses handle local SEO ranking factors when they cannot afford expensive citation building services
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do budget conscious local businesses handle local SEO ranking factors when they cannot afford expensive citation building services
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 local ranking factors relevance distance prominence Business Profile help citations local SEO 2026 Google ↗
free business listings local citations small business SEO authoritative directories NAP consistency Google ↗
- Create your profile · google.com
- Claim your listing · businessconnect.apple.com
- Add your business · bingplaces.com
- Claim your Yelp page · biz.yelp.com
- Create a business page · facebook.com
- Tips to improve your local ranking on Google · support.google.com
- Google's Local Algorithm and Local Ranking Factors · brightlocal.com
- Google's official local ranking guidance · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google local ranking factors relevance distance prominence Business Profile help citations local SEO 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
free business listings local citations small business SEO authoritative directories NAP consistency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |