How much money do retail storefronts on high foot traffic corners actually save on marketing compared to cheaper inline spaces down the block?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do retail storefronts on high foot traffic corners actually save on marketing compared to cheaper inline spaces down the block?
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
retail storefront corner location foot traffic marketing value rent premium inline retail visibility sales study marketing costs Google ↗
retail location visibility foot traffic signage advertising equivalent value storefront corner retail study Google ↗
- Retailer Observability · jordanhutchings.com
- Visibility and Retail Demand: Evidence from Bike Share by Jordan Hutchings, Avi Goldfarb :: SSRN · papers.ssrn.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
retail storefront corner location foot traffic marketing value rent premium inline retail visibility sales study marketing costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
retail location visibility foot traffic signage advertising equivalent value storefront corner retail study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |