A seven-domain health audit of your Shopify store, with AI recommendations, a decision ledger and a feedback loop that gets sharper over time.
Shopify Multi-Source Operations Analysis audits the parts of a Shopify business most tools ignore: abandoned checkouts, payment failures, retention, catalog health, localization, and how AI models and agents actually see your brand. It fuses store data with GA4 and ads context, and is read-only by design — it analyzes and recommends, you decide and execute.
Abandonment, payments, retention & LTV, countries, catalog, trends and marketing — each domain gets a red/yellow/green health score with alerts.
Top SKUs, co-purchase bundles, AOV tiers and variant price×sales detail to find what actually lifts order value.
Compare unit economics (price per kWh, per kW) and variant-by-variant price gaps against competitors.
Rating distributions, zero-review products ranked by recent sales, and review×sales cross analysis with AI actions.
7-dimension SEO scoring plus DTC module detection on product and landing pages.
Segment-level language quality audits (grammar, tone, terminology) for each market language.
A brand×model exposure matrix and ladder tests showing how ChatGPT, Claude, Gemini and others talk about your brand.
How well AI agents understand your store (MCP readiness) and can complete a purchase (UCP agent commerce score).
GA4 × Shopify cross analysis with pattern detection for site-level issues and shared funnel bottlenecks.
Every suggestion is structured with confidence and evidence, tracked through adopt/reject/implement, and outcomes feed back to improve future analysis.
Seven domains with red/yellow/green health and drill-down alerts — conclusions land on a specific domain and dimension, not one conversion number.
Automatic collection, caching and AI diagnosis produce structured recommendations — no Excel wrangling.
We also cover GEO AI visibility, competitive MCP/UCP and GA4×Shopify cross-source funnel diagnosis.
A persistent decision ledger with outcome feedback makes the system a compounding asset, not a one-off report.
Every recommendation includes confidence, expected direction and magnitude, reasoning and evidence — and the system is strictly read-only.
Bundle rate per SKU split our catalog: large-capacity models bundle at 27.6% vs 9.8% for small — and BP3000's 24 sales with zero reviews exposed a social-proof leak. Four steps to mine bundles.
Read article →List prices lie when capacity differs. How normalizing to €/kWh matched P2001 Pro at €439 vs €530 against its Bluetti equivalent — an 18% unit-economics edge that becomes value-for-money positioning.
Read article →Abandoned value (€970) beating AOV (€749) exposed a site-level checkout leak. Scoring funnel domains found it before touching any page.
Read article →