Operations
Sales velocity tells you which wholesale channel moves product fastest per retailer per day. The formula is units sold divided by days in period divided by active accounts. A channel with higher velocity usually deserves more attention and budget, even if total revenue is lower.
Wholesale sales velocity is units sold divided by days in the measurement period divided by the number of active retailer accounts in that channel. Active accounts are retailers who placed at least one order during the period.
For example, if a brand sold 600 units through Faire in 30 days across 20 active accounts, velocity is 600 divided by 30 divided by 20, which equals 1.0 unit per account per day. If the same brand sold 400 units through direct outreach in 30 days across 10 active accounts, velocity is 400 divided by 30 divided by 10, which equals 1.33 units per account per day. The outreach channel has higher velocity despite lower total volume.
Velocity matters more than total revenue when deciding where to invest next because it shows efficiency per retailer relationship. A channel with high velocity and few accounts can scale if you add more accounts. A channel with low velocity and many accounts is already saturated or the wrong fit.
Faire auto-orders generate predictable velocity because the platform reorders automatically when a retailer's inventory drops below a threshold. Manual reorders depend on the retailer remembering to place an order.
Suppose a brand has 15 Faire accounts with auto-order enabled and 25 accounts without it. Over 60 days, the auto-order group buys 540 units and the manual group buys 600 units. Auto-order velocity is 540 divided by 60 divided by 15, which equals 0.6 units per account per day. Manual velocity is 600 divided by 60 divided by 25, which equals 0.4 units per account per day. The auto-order segment moves product 50 percent faster per account.
This pattern is common. Auto-orders reduce friction and keep reorders consistent. If your brand sees higher velocity in the auto-order segment, prioritize onboarding new Faire accounts and encourage existing accounts to enable auto-order. If manual reorders show higher velocity, your product may benefit from retailer curation or seasonal timing that auto-orders miss.
Marketplace discovery happens when a retailer finds your brand on Faire, RangeMe, or a similar platform and places an order without prior contact. Direct outreach is when you contact a retailer first, often using cold email or LinkedIn, and they order after that conversation.
Velocity often differs sharply between these channels. Suppose a brand acquires 30 accounts through marketplace discovery and 12 accounts through outreach over 90 days. Discovery accounts buy 720 units total, and outreach accounts buy 432 units. Discovery velocity is 720 divided by 90 divided by 30, which equals 0.27 units per account per day. Outreach velocity is 432 divided by 90 divided by 12, which equals 0.4 units per account per day.
Outreach accounts in this example move product nearly 50 percent faster per account. That suggests the brand is reaching better-fit retailers through outreach, even though discovery brings more total accounts. The next step is to increase outreach volume or refine the targeting to add more high-velocity accounts.
Discovery velocity can also exceed outreach velocity, especially for brands with strong visual appeal or a product that solves an obvious retailer problem. When discovery velocity is higher, invest in better product photography, clearer descriptions, and more marketplace placements.
Some brands use a private B2B ordering portal, email orders, and marketplace orders simultaneously. Velocity helps identify which method works best for different retailer segments.
For example, a brand might have 40 accounts ordering through a portal, 20 ordering by email, and 15 ordering on Faire. Over 30 days, portal accounts buy 960 units, email accounts buy 300 units, and Faire accounts buy 270 units. Portal velocity is 960 divided by 30 divided by 40, which equals 0.8 units per account per day. Email velocity is 300 divided by 30 divided by 20, which equals 0.5. Faire velocity is 270 divided by 30 divided by 15, which equals 0.6.
The portal has the highest velocity. That suggests retailers prefer the convenience of tiered pricing, saved payment methods, and order history in one place. The brand should encourage email and Faire accounts to migrate to the portal, or at least offer portal access to new accounts first.
Email velocity can exceed portal velocity when retailers value personal service or need custom terms that a standard portal does not support. In that case, the brand should keep email as an option for high-touch accounts and use the portal for self-service reorders.
Total revenue rewards channels with many accounts or large orders, but it does not show efficiency. A channel with 100 accounts and low velocity will plateau quickly. A channel with 10 accounts and high velocity has room to grow if you add more accounts.
Velocity also reveals product-market fit within each channel. If a channel has high velocity, retailers in that channel are selling your product quickly and reordering often. If velocity is low, retailers are not moving inventory or they are not reordering. Low velocity means the channel is the wrong audience, the product does not fit their customer base, or order minimums are too high for them to restock comfortably.
When deciding where to invest next, rank channels by velocity and ask two questions. First, can you add more accounts to the highest-velocity channel? If yes, that channel should receive the most attention. Second, can you fix the problem causing low velocity in other channels? If the issue is targeting or onboarding, it may be worth solving. If the issue is fundamental product fit, move resources elsewhere.
Sales velocity measurement in this article draws on the wholesale order data GWO tracks for clients through its live dashboard and CRM. The worked examples use hypothetical figures to illustrate the formula and comparison method. The recommendations reflect common patterns in channel performance for consumer product brands selling to independent and regional retailers.
Measure velocity every 30 days for each channel. Compare the current period to the previous period and to the same period last year if you have that data. Look for changes in velocity, not just changes in total units or revenue.
If velocity drops in a channel, investigate whether active accounts declined, average order size shrank, or reorder frequency slowed. If velocity rises, identify what changed and whether you can replicate it in other channels. Use velocity to decide where to add accounts, where to improve onboarding, and where to reduce effort.
Start by calculating velocity for your top three channels this month. Rank them, then allocate the next 30 days of outreach and onboarding effort to the highest-velocity channel.
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