Real ChatGPT answer · index seedup5pceTN6FkcompleteMarketing and advertising · AI search and generative engine optimizationinformational
Are there any good case studies showing small businesses successfully using AI search optimization to increase their online sales without a huge ad budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any good case studies showing small businesses successfully using AI search optimization to increase their online sales without a huge ad budget?
3 real searches · 1 real-search pass
small business case study AI search optimization organic sales revenue answer engine optimization ecommerce case studyGoogle ↗
OBSERVEDReason
small business generative engine optimization case study traffic sales ecommerce no paid adsGoogle ↗
OBSERVEDReason
AI SEO case study small business increased online sales organic traffic ecommerceGoogle ↗
OBSERVEDConsequence
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
small business case study AI search optimization organic sales revenue answer engine optimization ecommerce case study Google ↗
small business generative engine optimization case study traffic sales ecommerce no paid ads Google ↗
AI SEO case study small business increased online sales organic traffic ecommerce Google ↗
- UnbelievaBuns GEO Case Study: 7x AI Traffic · acisdatascience.com
- How We Grew Private Label MFG's AI Search Visibility from 1% to 20% in 6 Months · 180marketing.com
- Ecommerce SEO Case Study: JS Dental's +105% in Organic Sales! · intergrowth.com
- How we got 879 transactions from AI thanks to GEO · agencymim.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
small business case study AI search optimization organic sales revenue answer engine optimization ecommerce case study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
small business generative engine optimization case study traffic sales ecommerce no paid ads OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AI SEO case study small business increased online sales organic traffic ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |