Real ChatGPT answer · index seedLyLB9OyClO4completeB2B software · marketing automationhowto

How do I clean up duplicate leads in our CRM before running a big outbound campaign using Apollo io contact enrichment without breaking existing records?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I clean up duplicate leads in our CRM before running a big outbound campaign using Apollo io contact enrichment without breaking existing records?
3 real searches · 1 real-search pass
Apollo.io contact enrichment deduplication CRM existing records merge duplicate contacts official documentationGoogle ↗
OBSERVEDOther / navigational
Salesforce duplicate management merge records preserve activity history official documentationGoogle ↗
OBSERVEDOther / navigational
HubSpot deduplicate contacts merge records preserve associations activities official 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 (3)
Short factOther / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / no

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
Apollo.io contact enrichment deduplication CRM existing records merge duplicate contacts official documentation Google ↗
Salesforce duplicate management merge records preserve activity history official documentation Google ↗
HubSpot deduplicate contacts merge records preserve associations activities official documentation Google ↗
  1. Use CRM Enrichment · knowledge.apollo.io
  2. Merge Duplicate Records to Consolidate Your Data · knowledge.apollo.io
  3. Merge records · knowledge.hubspot.com
  4. Merge records · knowledge.hubspot.com
  5. Create a Contact · docs.apollo.io

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Apollo.io contact enrichment deduplication CRM existing records merge duplicate contacts official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Salesforce duplicate management merge records preserve activity history official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
HubSpot deduplicate contacts merge records preserve associations activities official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1