AI tagging and infinite hierarchy for Shopify product organization.
Enterprise ecommerce teams struggle with clunky product catalog management in Shopify Plus when scaling to thousands of SKUs.
TagScale provides unlimited nested tags and AI auto-tagging for thousands of SKUs, turning chaotic catalogs into searchable hierarchies. Instant Shopify sync keeps tags live, with smart search outperforming native filters. Ideal for enterprise teams needing granular control.
Enterprise ecommerce teams managing thousands of SKUs on Shopify Plus or similar platforms
Infinite-depth tag trees with AI suggestions, 50x faster navigation than flat tags.
supportive
Create nested tag trees (e.g., Clothing > Mens > Shirts > Cotton).
Suggest tags based on product title/desc/images.
Push/pull tags bidirectionally.
Fuzzy search across hierarchy with facets.
Tag thousands of products by query.
Usage stats, top tags, orphan detection.
Drag-drop tag organization.
CSV/JSON exports for backups.
Share tags across team.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| shop_domain | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| store_id | uuid | No |
| name | text | No |
| parent_id | uuid | Yes |
| product_count | int | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| tag_id | uuid | No |
| shopify_product_id | text | No |
Relationships:
/api/tagsCreate/update tag hierarchy
/api/products/searchSearch products by tags
/api/ai/suggestAI tag suggestions for products
/api/syncSync tags to Shopify
1k SKUs
Unlimited SKUs, 1 store
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 120 | 1.5% | $80 | $960 |
| Month 6 | 700 | 4% | $1,260 | $15,120 |
Infinite hierarchies and smart search for Shopify enterprise catalogs.
Engage in Shopify community forums with hierarchy pain threads. Offer free Pro to 3 large stores via Twitter outreach. Use store spy tools to find untagged big catalogs.
Metafields
No hierarchy or AI
Visual trees + automation
User-generated tag templates library.
AI categorization maturing, Shopify search limits exposed at scale.
Teams prefer native tags
Seamless sync emphasis
Shopify policy changes
App store compliance
Success: 8/12 would pay $40
Success: 200 signups, 5% conv
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