Revenue recovery for Shopify Plus

Find the leak. Recover the revenue. Learn the pattern.

When a promoted style stops converting, Bicycle pinpoints the SKU and size, explains it from your ads and support signals, and routes the recovery to the team that owns it.

shopify / revenue & conversion recoveryAgent live
Detect
PDP conversion
Promoted jacket · mobile · last 24h
-12%vs 4-week baseline
Explain · likely causes, ranked
  • 1Key M and L sizes out of stock on the hero SKUhigh
  • 2Ads still promote the full size rangecontributing
  • 3Gorgias tickets mention the missing sizescontributing
business causetechnical cause
Act · recommended next step
Trigger a Klaviyo back-in-stock and substitute-product flow, and flag merchandising. Scoped, previewed, logged.
Evidence: Shopify · Admin catalog metadata · Meta and Google Ads · Gorgias · Klaviyo

A dashboard shows the drop. Bicycle finds the leak, recommends the recovery, and learns if it worked.

Where Shopify revenue leaks

Start with the leak you can recover this week.

Two Bicycle agents cover the Shopify Plus fashion funnel: Revenue & Conversion Recovery for the leaks before the sale, Post-Purchase Experience for the breaks after it. Pick one and watch it run, Detect to Learn.

Pick a recovery template
Revenue & Conversion Recovery Drop
PDP conversionPromoted jacket · mobile · 24h −12%vs 4-week baseline
M and L sizes sold out while ads still drive traffic

A Shopify leak not listed here? Book a demo and we will map it.

The cost of finding out late

A dashboard shows the drop. It never finishes the investigation.

Before Bicycle

Sales dip. The owner becomes the analyst.

The dashboard shows the decline. On a lean Shopify team the owner or operator still checks orders, inventory, campaigns, checkout, returns, and payments by hand, across six tools.

  1. Owner checks orders and top products
  2. Ops checks availability and fulfillment
  3. Marketing checks campaigns and AOV
  4. Someone checks checkout and payments
  5. No one is sure which moved first
Hours to days. Revenue keeps leaking.
With Bicycle

Bicycle finds the leak the moment the KPI moves.

It detects the drop, isolates the affected SKU and size, explains the cause from Shopify, ads, and Gorgias evidence, recommends the Klaviyo recovery, and learns whether it worked.

  1. Detect the movement, ranked by impact
  2. Test business and technical causes together
  3. Attach the evidence, rule out the rest
  4. Recommend the safe action to the owner
  5. Learn the accepted cause for next time
Minutes. The owner gets the cause and the move.
Capabilities · purpose-built for Shopify

Trained on the KPIs, patterns, and root causes of Shopify commerce.

Six capabilities, set up once and run continuously. Business teams move faster, analysts keep governance, everyone trusts the number. Pick one to go deeper.

Capabilities work together in one continuous loop. Detect → Explain → Act → Learn.

Who runs this on Shopify

Business teams need answers fast. Analysts ensure conclusions are trustworthy.

Same governed intelligence underneath. The Shopify agent for the teams who own the number, the controls for whoever owns the data, even when that is the same person.

Business teams · act on it

See what changed, why, and what is safe to do.

The move finds you, ranked by revenue impact, with the cause and the next step attached. No dashboard hunt, no three-day ticket.

Revenue & Marketing
Commerce Operations
FocusShopify PlusFashion & apparelDTC
Data & Analytics · keep it trusted

Govern the definitions, evidence, and safe actions.

Analysts validate the KPI, the evidence, and the recovery. On a lean team the owner gets the same governed answer without an analyst in the loop.

Commerce Analytics · SKU and KPI movement
Marketing Analytics · campaign and attribution evidence
Administrator · governance and connectors
Jump to your roleBusiness teamsData & Analytics teams
What Bicycle becomes for your Shopify operation

The agentic analytics layer on top of your stack.

Your stack stays the system of record. Bicycle turns Shopify, ads, and support signals into alerts, triage, stories, and governed Klaviyo recovery actions on top of it. No rip-and-replace.

Bicycle the agentic layer
Surfaceswhat business teams touch
AlertsTriageStoriesDashboardsChatActions
Governancethe self-serve safety rail
access · approved definitions · evidence · audit · rollback
AgentsAI · your business analyst

Frames the question, orchestrates the investigation, writes the story, recommends the next step. It reasons.

Product availabilityCheckout recoveryWISMOFit returnsDiscount code
IntelligenceAutoML · your data analyst

Detects movement, ranks drivers, computes confidence, forecasts. The numbers are calculated, not generated.

Pattern EngineCause EngineDriver TreesForecastingImpact Ranking
Business modelthe semantic layer
ProductVariantSizeColorCollectionCartCheckoutOrderCampaignTicket
Connectorsthe bridge, in and out
Signal Cause Action Knowledge
reads ↑ · acts ↓ · Bicycle sits on top
Your stack · system of record
ShopifyShopify AdminGoogle & Meta AdsGorgiasKlaviyoWarehousedbt+ more

And the rest of what you run: Shopify data · ads · support tickets · email · warehouse

Bicycle runs on top of the Shopify connectors you already use. What's next: Phase 2 adds inventory forecasting, churn, and RFM (ERP/WMS/3PL, CRM).

Vibe Analytics · self-serve start

Start with one KPI in your Shopify stack.

Bring one revenue-critical KPI, connect a trusted source, and watch Bicycle turn a prompt plus your data into a Shopify analytics agent. Zero to a working agent in about 15 minutes.

Prompt + data
"Watch checkout conversion by device and collection, and tell me why it moves."
Shopify + Snowflake · connected
Analytics agent
Builds the model, detects movement, tests business and technical causes.
Outputs
AnswerStoryAlert
Start with product availabilityStart with checkout recoveryStart with returns

Grow into the full product when your team is ready.

Test ride Bicycle on a Shopify KPI.

Bring one KPI that matters. We will show how Bicycle detects the move, explains the cause, and recommends the next step on top of the stack you already run.

Book a demo