What automated data cleansing workflows should I build in HubSpot to remove duplicate contacts based on fuzzy domain matching?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What automated data cleansing workflows should I build in HubSpot to remove duplicate contacts based on fuzzy domain matching?
1 real search · 1 real-search pass
HubSpot workflows custom code actions Operations Hub contact merge API duplicate management fuzzy domain matching documentationGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
HubSpot workflows custom code actions Operations Hub contact merge API duplicate management fuzzy domain matching documentation Google ↗
- Choose your workflow actions · knowledge.hubspot.com
- Choose your workflow actions · knowledge.hubspot.com
- Merge records · knowledge.hubspot.com
- sample-workflow-custom-code/samples/dedupe_contact.js at main · HubSpot/sample-workflow-custom-code · github.com