shopify-admin-bulk-customer-tag-update

What problem does it solve?

It eliminates the slow, error-prone work of manually adding or removing the same Shopify customer tags across large customer sets, especially when you need to migrate tag taxonomies or retire outdated campaign tags.

Core Features & Use Cases

• Query- or ID-based targeting: Select customers via a Shopify customer query filter (like tag or spend thresholds) or by an explicit list of customer GIDs for deterministic runs.
• Controlled tag changes with guardrails: Preview changes with dry_run and choose between merge (add/remove while preserving existing tags) and replace (overwrite tags).
• Auditable output: Produce a CSV summary of matched customers and per-customer update status (updated, noop, or error) to support review and compliance.

Quick Start

Run the skill to dry-run a merge update that adds the tag VIP and removes the tag newsletter for customers matching the filter total_spent:>=500.