Real ChatGPT answer · index seedWJJ8DUXw39scompleteMarketing and advertising · local marketingcommercial
What are the most reliable ways to audit local citation accuracy across data aggregators like Foursquare and Data Axle for a newly acquired regional retail chain
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most reliable ways to audit local citation accuracy across data aggregators like Foursquare and Data Axle for a newly acquired regional retail chain
3 real searches · 1 real-search pass
Foursquare business listings data management business information accuracy official documentationGoogle ↗
OBSERVEDOther / navigational
Data Axle business listings data correction update business information officialGoogle ↗
OBSERVEDOther / navigational
local citation audit data aggregators NAP consistency Foursquare Data Axle acquisition duplicate listingsGoogle ↗
OBSERVEDReason
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
Foursquare business listings data management business information accuracy official documentation Google ↗
Data Axle business listings data correction update business information official Google ↗
local citation audit data aggregators NAP consistency Foursquare Data Axle acquisition duplicate listings Google ↗
- Data Quality FAQs · docs.foursquare.com
- Data Contribution Guidelines · docs.foursquare.com
- Local Listings Management & Distribution · data-axle.com
- Local Listings Premium > Local Listings Premium · local-listings-premium.data-axle.com
- How long does it take for my listings to be updated through Data Aggregator submissions using Citation Builder? · help.brightlocal.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Foursquare business listings data management business information accuracy official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Data Axle business listings data correction update business information official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
local citation audit data aggregators NAP consistency Foursquare Data Axle acquisition duplicate listings OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |