Real ChatGPT answer · index seedxvLbeqSdC1gcompleteB2B software · CRMinformational

Why do we keep getting so many duplicate contact records in our current database and what are the best practices for cleaning them up this year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do we keep getting so many duplicate contact records in our current database and what are the best practices for cleaning them up this year?
3 real searches · 1 real-search pass
2026 contact data quality duplicate records CRM deduplication best practices merge records data governanceGoogle ↗
OBSERVED
Salesforce duplicate management matching rules duplicate records merge best practices officialGoogle ↗
OBSERVED
Microsoft Dynamics 365 duplicate detection merge records best practices officialGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 contact data quality duplicate records CRM deduplication best practices merge records data governance Google ↗
Salesforce duplicate management matching rules duplicate records merge best practices official Google ↗
Microsoft Dynamics 365 duplicate detection merge records best practices official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 contact data quality duplicate records CRM deduplication best practices merge records data governance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Salesforce duplicate management matching rules duplicate records merge best practices official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Microsoft Dynamics 365 duplicate detection merge records best practices official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1