Faire
Faire operates an online B2B wholesale marketplace connecting independent retailers with small brands and suppliers worldwide, enabling product discovery, purchasing, and distribution across categories like home décor, beauty, and food.
36 live briefs
Block cancellations after fulfillment labels
A canceled order after label purchase can leave retailers short on inventory and brands carrying avoidable cost. The solution must preserve valid corrections while protecting order truth
Define retailer-visible catalog availability
Averages can hide unstable brand discovery. The work determines which reliability problem is real enough to solve before the next disruption makes the choice for the team
Prevent retailer sign-outs during catalog discovery
Unplanned sign-outs disrupt product discovery when retailers have limited time to buy. A safe recovery protects both purchasing continuity and account integrity
Isolate order documents with tenant-scoped encryption
The new boundary strengthens protection but can permanently strand records if the migration is wrong. Success keeps authorized documents accessible while proving least-privilege control
Clarify split-shipment delivery expectations before arrival
Unclear split deliveries turn normal fulfillment patterns into perceived failures. A coordinated choice can protect retailer confidence and reduce avoidable contacts this quarter
Launch compliant cross-border tax-treatment ordering
A fixed regulatory deadline requires a policy choice that cannot be cheaply unwound. The right rollout protects compliance without making legitimate wholesale orders feel unreliable
Characterize event-window order participation for local retail moments
The opportunity may be real, but the right customer outcome is not yet known. Good framing prevents broad seasonal investment from becoming another generic discovery surface
Guide discovery carts to supplier minimums
A clear path to a viable basket can recover orders that otherwise end at discovery. Delay leaves retailers with more browsing and fewer purchaseable assortments
Activate qualified dormant-retailer seasonal orders
The seasonal window cannot move, and the audience decision will lock. A poorly targeted return program can create mistrust; a disciplined one can recover meaningful demand
Recover lifecycle payment-term application completion
A small clarity failure is preventing qualified retailers from completing a purchase-enabling step. Fast learning can recover orders without changing credit policy
Identify highest-value retailer category-expansion opportunity
The signal is promising but not self-explanatory. A useful thesis could reveal a repeatable expansion loop; a premature answer could chase seasonal noise
Convert collection engagement into second orders
Collection traffic is generating attention but not durable purchasing behavior. The next buying window is the chance to learn whether clearer assortment guidance can change that
Instrument repeat sourcing pathways for retention
Without a credible behavioral model, retention work can optimize activity that does not translate into another order
Verify behavioral-data deletion across replicas
Incomplete deletion creates privacy exposure; over-deletion can undermine order evidence, support continuity, and permitted analytics
Repair invalid published package-dimension records
Incorrect dimensions can mislead retailers before they place an order and contaminate operational calculations downstream
Reconcile order-level tax-exemption history records
Inconsistent tax status creates retailer friction and weakens the evidence used for financial reporting and filings
Validate a sustainability partnership proposition
A poorly framed opportunity risks amplifying vague claims; a well-framed test could reveal a meaningful new way for retailers and brands to connect
Secure trusted terms for seasonal exclusives
The assortment opportunity is time-bound, but the agreements will shape brand relationships long after the season ends
Activate inquiry-ready brands into purchasable catalogs
More qualified supply becomes available when retailer demand is met with a catalog that can actually be ordered
Recruit priority brands for seasonal promotion
A credible seasonal assortment depends on partners seeing a path to incremental demand without losing control of their pricing
Target profitable outcomes for fragmented first orders
The wrong metric could suppress valuable retailer discovery or allow hidden operating costs to compound
Balance peak reserves with payment availability
A required seasonal reserve must be funded once, but the consequences land across retailer access and brand remittances
Accelerate brand remittances after confirmed delivery
Every extra settlement day can create cash pressure for brands while unresolved orders still need appropriate safeguards
Prevent duplicate supplier remittances before payout
A contained configuration issue can become a material cash and trust problem within one payment cycle
Accelerate saved-product order decisions within 14 days
Growing save volume looks healthy until it stops producing decisions. The team needs to preserve planning freedom while helping retailers re-enter their intent
Boost product exploration for high-minimum catalogs
A small clarity gap is causing retailers to leave before seeing relevant products. Better evaluation can preserve discovery without weakening wholesale terms
Launch accurate pre-purchase arrival estimates
Timing information could unlock confident buying for seasonal retailers. If estimates are wrong, the same feature can create disputes and erode trust at scale
Validate cross-category discovery growth driver
A compelling retention correlation could hide several very different retailer needs. The right early bet should produce learning, not just more browsing
Migrate canonical order-confirmation state safely
A successful cutover removes long-running order-state drift; a bad one can create customer-visible and financial inconsistencies that are expensive to unwind
Eliminate duplicate stale back-in-stock alerts
A replenishment signal that is late or duplicated turns a useful reminder into noise and can weaken repeat sourcing behavior
Diagnose mobile product-gallery LCP regression
Slow imagery makes product evaluation feel unreliable at the exact moment retailers are deciding what to stock
Improve multi-brand comparison order conversion
The team must avoid optimizing activity that merely looks engaged while finding a path that helps retailers commit to an order
Repair exact-brand search query understanding
Known-brand buyers are failing before they can evaluate a catalog. A quick model correction can recover high-intent sourcing sessions
Investigate unresolved natural-language discovery sessions
The signal suggests a real discovery gap, but not yet the right product or model intervention. The work is choosing what to learn first
Diversify product recommendations in first 20 results
Retailers need inspiration, not a longer list of nearly identical products. Better ranking diversity can expand consideration without sacrificing relevance
Optimize viable substitutes under wholesale constraints
A poor substitute turns an availability problem into an order-cancellation problem. A trusted model can retain purchases without pushing unsuitable inventory