Real ChatGPT answer · index seedzWrcCL9tHBkcompleteFinance and banking · budgeting and savingcommercial
Which budgeting platforms currently provide the most granular reporting on monthly restaurant spending trends across major US metropolitan areas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which budgeting platforms currently provide the most granular reporting on monthly restaurant spending trends across major US metropolitan areas?
1 real search · 1 real-search pass
2026 current platforms monthly restaurant consumer spending analytics metropolitan statistical areas MSA transaction data restaurant spending trends Earnest Analytics Consumer Edge Facteus Mastercard SpendingPulseGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 current platforms monthly restaurant consumer spending analytics metropolitan statistical areas MSA transaction data restaurant spending trends Earnest Analytics Consumer Edge Facteus Mastercard SpendingPulse Google ↗
- SpendingPulse for Retail Sales & Market Insights - Mastercard · mastercard.com
- Restaurant Insights with SpendingPulse Data - Mastercard · mastercard.com
- SpendingPulse Platform for Retail Data Insights - Mastercard · mastercard.com
- Consumer Edge Dataset | The University of Chicago Booth School of Business · chicagobooth.edu
- Restaurant 2026 Mid-Year Outlook · consumeredge.com
- Platform website · consumeredge.com
- Facteus for Business · facteus.com
- Home · facteus.com
- SpendTrend® from Fiserv · fiserv.com
- Sales estimates and customer insights for site selection · sitewise.com
- Spend · docs.safegraph.com
- The Local Commerce Data Series · jpmorganchase.com
- Retail Spending Response to Local Conditions during COVID-19 · jpmorganchase.com
- Accessible version · institute1.bofa.com
Queries
1 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current platforms monthly restaurant consumer spending analytics metropolitan statistical areas MSA transaction data restaurant spending trends Earnest Analytics Consumer Edge Facteus Mastercard SpendingPulse OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |