Real ChatGPT answer · index seedZeCkQhqgoDEcompleteMarketing and advertising · local marketingcommercial
Can a small local bookstore really beat massive online retailers and national chains in local organic search results
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a small local bookstore really beat massive online retailers and national chains in local organic search results
3 real searches · 1 real-search pass
Google Search Central local ranking relevance distance prominence business profile local SEO guidelinesGoogle ↗
OBSERVEDReason
Google Business Profile guidelines improve local ranking relevance distance prominence officialGoogle ↗
OBSERVEDReason
independent bookstore local SEO case study local search small business competing national retailersGoogle ↗
OBSERVEDComparison
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
ChatGPT3 real searches · gpt-6
Google Search Central local ranking relevance distance prominence business profile local SEO guidelines Google ↗
Google Business Profile guidelines improve local ranking relevance distance prominence official Google ↗
independent bookstore local SEO case study local search small business competing national retailers Google ↗
- Tips to improve your local ranking on Google · support.google.com
- Are Relevance, Distance, & Prominence Google Ranking Factors? · searchenginejournal.com
- Great Oak Bookshop · unify.near.st
- Case studies · unify.near.st
- How Dianesbooks.com Grew Site Traffic by 9,180% in 3 Months · aioseo.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central local ranking relevance distance prominence business profile local SEO guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Business Profile guidelines improve local ranking relevance distance prominence official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
independent bookstore local SEO case study local search small business competing national retailers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |