What are the most cost-effective local SEO ranking factors I should focus on before paying for expensive citation building software?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most cost-effective local SEO ranking factors I should focus on before paying for expensive citation building software?
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 Google Business Profile official documentation local search ranking Google ↗
local SEO citation building importance NAP consistency reviews local ranking factors 2026 Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Google Search Console · search.google.com
- PageSpeed Insights · pagespeed.web.dev
- Schema Markup Validator · validator.schema.org
- Website · brightlocal.com
- Website · whitespark.ca
- Website · moz.com
- Google's Local Algorithm and Local Ranking Factors · brightlocal.com
- 19 Local SEO Ranking Factors To Know In 2026 · starfish.reviews
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 Google Business Profile official documentation local search ranking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
local SEO citation building importance NAP consistency reviews local ranking factors 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |