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Deduplicate GCC CRM accounts

Clean the account list once, then keep it clean on every new record.

The one-off cleanup

  1. Export accounts with their names and domains.
  2. Call name normalization on each name and store the match_key.
  3. Group accounts by match_key and by domain.
  4. Inside each group, call name matching on pairs and review everything scored likely_same or possible.
  5. Merge only after a domain or registration check.

Keeping it clean

Call name normalization when a new account is created and compare its match key with existing accounts before saving. At 1 credit per call, a CRM of 10,000 accounts costs 10,000 credits to normalise once.

Read the method in detail: matching Arabic and English company names.

No data, no charge.

100 free credits, no card. Misses, errors and answers without live evidence are free.

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