Agentic analytics · for merchant account teams

Walk into the QBR ready. Why the account dropped, and the fix.

When a merchant's GMV drops, Bicycle ranks the cause, listing quality or a broken feed, and recommends the fix to merchant success before the QBR.

A dashboard shows the account dropped. A chatbot answers what you type. Bicycle has the cause and the fix before the QBR starts.

No credit card required

app.bicycle.ai accounts · morning briefYour KPIs
Morning brief · what changed
Merchant GMV · Northwind seller · key account-9.0%

Ranked #1 by impact. Est. exposure $42k. It found you, before you opened a dashboard.

Rank#1 · by revenue exposure
Also movingListing quality · Northwind -7%
Surfaced8:02am · ranked for you
Know Understand Act
You own the account, not the answer

You own the merchant account, yet the "why did GMV move?" answer waits in someone else's queue.

Same number, two operating models. One sends you to a ticket and a dashboard. The other brings the answer, the why, and the next step to you.

Without Bicycle With Bicycle
too late
You find the account dropped late, on a dashboard
By the time the GMV drop stands out before a QBR, the quarter is half gone.
real time
Account moves reach you ranked by GMV impact
You see the account that moved the moment it moves, not when you open the dashboard.
ticket
"Why did the account drop?" means filing a ticket and waiting
Three days later you get a chart back, not a decision the QBR can use.
with the alert
The ranked cause, listing quality or a broken feed, arrives with the alert
Cause, evidence, and ruled-out drivers on a governed GMV definition. No ticket, no waiting.
still slow
Knowing isn't fixing, and the account keeps leaking GMV
Even with the answer, lining up the merchant-success fix is a separate scramble.
act fast
The fix recommended to merchant success comes with it, so you act before the QBR
A scoped recommendation to fix the Northwind listings, not just a chart to interpret.
The capabilities

One governed system, six capabilities behind every answer.

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

Rapid activation on your stack

You wait for the analytics project to finish. You want a working operating view tied to the KPIs you own, not a blank dashboard canvas.

What Bicycle does

1

Skip the blank canvas. Relevant KPIs, starter alerts, and prompts are populated for your role.

2

Speak your language. The system arrives configured for your business, not the database schema.

3

Use it from day one. The starter agent is reviewable and live in days, not a six-month rollout.

In practice

Open your account home on day one. Merchant GMV, listing quality, feed health, and stockouts are already monitored, ranked by impact.

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

The playbookKnow · Understand · Act

Your part of the loop is three moves: know what changed, understand why, act on it.

Knowwhat changed
Understandwhy it moved
Acton it, inside guardrails
Pillar 01Know

Know what changed before the review, down to where it moved.

Bicycle watches the KPIs you own, merchant GMV, listing quality, feed health, across account, category, and channel, and flags the move first, exactly where it happens, before the QBR.
How Bicycle watches Every KPI you own, watched across segments; the move that matters surfaces ranked by impact.01 / 03
WATCHING EVERY KPI × SEGMENT · CAUGHT AT THE ACCOUNT BEFORE THE AVERAGE MOVESBlended average −0.3% · within range · hides the accountAndroidWebIn-storeEUAPACAccountMerchant GMVListing qualityFeed healthSell-through−9.0%surfacedranked by impact#1Merchant GMV · Northwind−9.0%$42k at riskranked first#2Refunds · apparel+1.8% · watching$12k#3Sell-through · Northwind−0.9% · in range$6kYou see the move ranked by impact, on your segments, before the average reflects it.
The alert inbox, ranked by impact
Dashboards on every KPI you own
Pillar 02Understand

Understand why the account moved before you ask.

The first-pass cause arrives ranked, with the evidence behind it: a listing-quality drop, a broken feed, a pricing change, so you see why GMV moved without filing a ticket and waiting.
How Bicycle finds the cause It narrows to the affected segment, tests the drivers, and ranks the cause with the evidence behind it.01 / 03
ONE MOVE → MANY DRIVERS TESTED → ONE RANKED CAUSEMerchant GMV−9.0%Northwind · key acctdetected 09:58 · 24h windowListing quality · Northwind88%Broken feed · SLA miss31%Price changeruled outStockoutsruled outReturns spikeruled outChannel mixruled outPRIMARY CAUSE · 88% CONFIDENCEListing quality dropNorthwind catalog · key acctCatalogFeed logListings4 drivers ruled outRecommended next step: fix Northwind listingsThe first-pass cause arrives ranked, with the evidence behind it and the wrong drivers ruled out.
The ranked cause with evidence
One shared data story for the review
Pillar 03Act

Act on it, scoped and routed to the team that owns the fix.

Take the scoped next step, fix the Northwind listings or recommend it to merchant success, previewed and approved. Everyone can ask; the data team controls what gets trusted, and every action stays bounded, reversible, and logged.
How Bicycle acts on it It recommends the next step scoped to the cause, previews it, and runs it inside your guardrails.01 / 03
FROM CAUSE TO THE NEXT STEP · THROUGH THE GUARDRAIL · LOGGEDCause: listing quality dropRECOMMENDED ACTIONFix Northwind listingsscoped to Northwind acctTHE GUARDRAILPreview what it will doScope: Northwind acctOwner: Merchant successRollback readyevery attempt loggedSlack alertAUTOJira ticketAUTOPause feed syncAPPROVALAdjust price listAPPROVALRun what you are cleared to; the rest carries approval, rollback, and a full audit trail · previewed · bounded · reversible · logged.
The recommended next step, scoped
Preview the action before it runs
A day in the lifeFirst pass by Bicycle · the call is yours
Your morning brief

Your morning brief starts with the first pass done.

Merchant GMV dropped on the Northwind key account overnight. Bicycle has already checked where it moved, ranked the likely causes, attached the evidence, and kept the definition governed. You review the move, check the evidence, recommend the fix to merchant success, and reuse it on the next drop.

Merchant GMV · Northwind seller · key accountGMV below baseline on the Northwind account, with the evidence already assembled for your review.
8:02 AM-9.0%morning brief
Your morning brief8:02 AM↓ -9.0%brief ready
Today · what moved on your KPIs
HighMerchant GMV droppedNorthwind seller · key account-9.0%vs baselineTop segmentNorthwind seller · key account$58Kat riskYour KPImerchant GMV8:02 AM
MedRefund rate upApparel · returns+1.8ppvs baselineTop segmentApparel · US$24Kat riskOpsowning team7:40 AM
MedAverage order value downWest region-0.9%vs baselineTop segmentWest · all devices$17Kat riskMerchandisingowning team7:12 AM
LowAdd to cart rate downPaid traffic-0.6ppvs baselineTop segmentPaid · US$9Kat riskGrowthowning team6:58 AM
+ 4 KPIs · 1 high · sorted by revenue at risk
SnoozeOpen the move
Merchant GMV · ranked causefirst pass by Bicycle↓ -9.0%
Triaged to one segment · Northwind seller · key account
-9.0% GMV
baseline on plan · key account · high volume
1 of 6 segments affected · 5 within expected range
Likely driversranked · confidence
Listing quality drop → Northwind catalogprimary88%
Broken feed → fulfillment SLA misssecondary22%
Pricing & discount changesruled out
Recommended actionsscoped
Recommend fix to merchant successscoped
Alert #merchant-accounts on Slackscoped
Fix the Northwind listing qualitypreview
scoped · previewed · reversible · logged
+ Detected 8:02 · first pass 8:03 · top segment Northwind · key account
Adjust modelSee the evidence
Check the evidence · Northwind seller · key account8:02 AM↓ -9.0%review
Impact overview
-9.0%
merchant GMV · vs baseline on plan
$1.8Maccount GMV
2,140active listings
Top affected segments
1
Northwind seller · key account
-9.0%
2
Northwind · apparel category
-5.4%
3
Northwind · new listings
-3.1%
Evidence attached
GMV trendaccount total
Listing qualitycompleteness
Feed healthsync status
Catalog activitylisting updates
Ruled out · not drivers
Price changeno overlap with window
Stockoutsin stock
Returns spikewithin range
New vs returningboth affected
Definition governed · Source read-only · sources fresh
+ Reviewed by you · 8:11 AM
Send backTake the action
Act on it · merchant GMV8:02 AM↓ -9.0%act
Recommended actionscoped
Fix the Northwind listing quality across the catalog, the drop that pulled the account's GMV down.
Northwind seller · key account
The guardrailbefore anything runs
Preview the change firstrequired
Scope to the affected segmentNorthwind only
Owner approves the changeMerchant success
Rollback stays one click awayreversible
Where it goesrecommended
Alert #merchant-accountsauto
Recommend to merchant successapproval
Pause the Northwind feed syncapproval
scoped · previewed · reversible · logged
+ Scoped to Northwind key account · reversible · logged
Adjust scopeRecommend & assign
Reused next drop · operating memoryToday 6:54 AM↓ -7.4%auto-applied
Similar situation detected: Merchant GMV dropped · Northwind seller · key account
Bicycle applied your accepted cause path.
Detected pattern
Listing-quality drop
Applied path
Northwind key account
Likely driver
Listing quality drop
Recommended action
Fix listing quality
Caught 68 min earlier · 6:54 AM vs 8:02 AM on the first run
No re-investigation · path auto-applied, your review optional
+ Memory: merchant-GMV drop · run 2
ReviewView saved path
More roles on Bicycle · same loopYour team's KPI · your screens

Different teams own different metrics. Bicycle keeps the investigation governed.

You own merchant GMV. Move to the retail teams around category margin, the recurring investigation, pipeline trust, and revenue performance, all on the same loop.

Vibe Analytics

See it on your numbers.

Start with one recurring metric you own: why merchant GMV or listing quality moved. Bicycle watches the governed KPI, ranks likely causes across listings, feeds, pricing, and catalog, and hands you a reviewable first pass, before the QBR.

What to bring
A recurring metric you own: merchant GMV, listing quality, or feed health.
An approved read-only path to the relevant sources: the warehouse, event streams, app & web, payments, or ad networks.
The metric definition, default dimensions, and the owner who approves the next step.
What we do
Configure the investigation path around your KPI, dimensions, and evidence rules.
Monitor device, OS, channel, region, and segment movement.
Prepare a first-pass cause analysis with evidence, ruled-out paths, and governed definitions.

No credit card required · analyst-reviewed · governed from day one