Data-first Shopify agency for catalog clarity and channel harmony
Clean data. Sharp flows.
Integrations that don’t drift.
We set up cross-channel integrations (Shopify, paid, email, analytics), fix product catalog messes, and find duplicates before they fragment reporting, ads, and fulfillment.
Services
Everything between “it works” and “it scales.”
We connect the data layer to the storefront, the channels, and the team—so the store behaves consistently no matter where customers touch it.
Product catalog cleanup
- normalize options, variants, and handle rules
- merge duplicates with redirect-safe mapping
- collections that stay stable across seasons
Duplicate detection
- SKU + barcode collisions
- title/handle near-duplicates
- inventory feed mismatches
Flows & automations
- Shopify Flow + webhook guardrails
- Klaviyo event hygiene
- anti-loop protections and fallbacks
Multi-channel integrations
- Meta / Google feeds + UTM consistency
- GA4 + GTM event model
- reconciliation across sources of truth
Proof
Clean inputs. Predictable outputs.
No theatrics—just the operational clarity that makes growth repeatable.
Catalog dedupe for a 12k-SKU store
Merged near-duplicate products/variants, cleaned tags/options, and stabilized collections to fix ads + search fragmentation.
Cross-channel event model rebuild
Aligned GA4/GTM events with Shopify + Klaviyo, reducing reporting drift and restoring attribution confidence.
Feed integrity + reconciliation
Resolved SKU mismatches between Shopify, fulfillment, and ad feeds—preventing OOS ads and pricing leaks.
Process
A calmer operating system for ecommerce.
We prioritize changes that reduce data chaos first—then we layer in performance, automation, and reporting confidence.
FAQ
Fast answers for real constraints.
If you’re already feeling the symptoms—reporting drift, mismatched feeds, duplicate products—this is the path back to clarity.
Contact
Want your store to feel predictable again?
Tell us what’s broken: duplicates, mismatched feeds, tracking drift, or flow instability. We’ll respond with an audit plan and a realistic timeline.
Typical response: within 1 business day.
- Which channels are active (Meta, Google, email, marketplaces)?
- What changed recently (app install, import, theme, flow)?
- Where duplicates show up (ads, admin, feeds, fulfillment)?
- How you measure success (MER, ROAS, CAC, AOV, LTV)?