Industries/E-Commerce & D2C
One number rules ecommerce:does the spend pay for itself?
White label marketing gives your agency the shopping-feed, paid media, and conversion-tracking depth ecommerce and DTC clients need, Google Merchant Center feeds built to spec, ROAS-benchmarked paid campaigns, and GA4 revenue attribution, without hiring dedicated ecommerce specialists per account.
Twenty-minute conversation. We’ll tell you if it’s a fit.
01
Ecommerce clients measure everything against one number: does the spend pay for itself
Ecommerce and DTC clients are the least forgiving accounts an agency will run, because unlike most service businesses, every dollar of ad spend has a directly attributable revenue outcome sitting one click away in the client's own store analytics. There is no ambiguity to hide behind, no six-month sales cycle to blur cause and effect, and no vague brand-awareness argument that survives a founder pulling up their own revenue dashboard mid-call. Return on ad spend benchmarks make this concrete: WebFX's 2026 industry analysis of paid search campaigns puts ecommerce and online retail ROAS at roughly 1.73x, trailing general retail's 2.14x, while a separate industry-wide read from Upcounting found average ecommerce ROAS actually declined to 2.87x in 2025, down from prior-year levels as acquisition costs continued climbing across paid channels. The spread between those figures matters less than what they agree on: ecommerce margins on paid media are thin and getting thinner, and a client running this category expects an agency that already knows where the waste hides rather than one learning the category's cost structure on their account.
02
The shopping feed is the foundation, and Google is not forgiving about it
Before a single ad dollar gets spent, an ecommerce client's product data has to be correct in Google Merchant Center, the feed that powers both Shopping ads and free product listings. Google's own product data specification is unambiguous about the consequence of getting this wrong: incorrect product categories, missing GTINs, or poor-quality images can get a feed disapproved outright, meaning the products simply do not appear in results at all, regardless of budget behind them. Required fields include a unique product ID, a title capped at 150 characters, a description up to 5,000 characters, price and currency, and availability status, and Google's guidance is increasingly pushing merchants toward richer, more descriptive data as its shopping surfaces lean further into AI-driven search experiences. An agency that has not managed a Merchant Center feed before will lose real time, and real client patience, discovering this the hard way mid-launch, instead of catching it in a pre-launch audit where it costs nothing but attention.
03
Conversion rate benchmarks set the floor for what a campaign needs to clear
Knowing what a "good" conversion rate actually looks like is the difference between a realistic client conversation and an awkward one three months in. Littledata's ecommerce benchmark data puts average Shopify store conversion at roughly 1.4% overall, split unevenly by device: 1.2% on mobile against 1.9% on desktop, with the top 10% of stores clearing 3.9% on mobile and 6.5% on desktop, meaning the gap between an average and a top-decile store is wider than most clients assume going in. That mobile-desktop gap is not a rounding error, it reflects a genuinely different purchase-intent pattern between browsing on a phone and buying at a desk, and a campaign strategy that treats both traffic sources identically is leaving conversion on the table on whichever device it under-optimizes for.
- 01
Google Merchant Center feed health
category accuracy, GTINs, image quality, title structure
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Device-segmented conversion tracking, since mobile and desktop convert at meaningfully different rates
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ROAS benchmarked against category norms, not a flat target applied to every client
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Repeat-purchase and retention data, not just first-order acquisition cost
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Full-funnel attribution across paid search, paid social, and email, not single-channel reporting
04
Paid social and paid search play genuinely different roles for DTC brands
The ROAS data above comes largely from paid search, and that is not an accident of measurement, it reflects a real difference in what each channel is doing for an ecommerce brand. Search captures existing purchase intent, someone already looking for the product, which is why it tends to show the strongest direct ROAS in nearly every benchmark study. Paid social, by contrast, is frequently doing top-of-funnel discovery work for a DTC brand, introducing a product to someone who was not searching for it yet, and judging that spend purely on last-click ROAS misreads what the channel is actually contributing to the overall funnel. An ecommerce client asking why paid social "underperforms" search on a like-for-like ROAS basis needs a full-funnel explanation, not a channel-shutoff decision, or the brand ends up starving the exact channel doing its discovery and retargeting work for every other channel downstream.
05
Average order value and repeat purchase behavior change the whole strategy
Shopify's own platform data shows just how much average order value varies by category, a real constraint on what ROAS target is even realistic for a given client. Ecommerce platform data aggregated by Omnisend's 2026 Shopify statistics roundup notes that Shopify processed $378.4 billion in gross merchandise value in 2025 alone, across a merchant base spanning everything from low-AOV consumables to high-ticket furniture and electronics, with the platform now holding roughly 29.8% market share of all ecommerce websites globally. The same data shows repeat customers spending about 67% more than first-time buyers, which is a strong argument for building retention and email marketing into any ecommerce retainer rather than treating every campaign as a pure acquisition play. A brand with a $40 average order in books or media needs a fundamentally different acquisition cost ceiling than one selling $200 furniture, and a campaign strategy that ignores that gap will either overspend chasing volume in a low-AOV category or underspend in a high-AOV one where the payback window is longer but the margin per sale is much larger, which is exactly the kind of category judgment call a generalist paid media hire without ecommerce-specific experience tends to get wrong on a first engagement.
06
Mobile commerce is no longer a secondary channel to design around
The same platform data pegs mobile commerce at over 70% of ecommerce sales, which flips the old assumption that desktop is the primary purchase surface and mobile is just a research channel. That has direct consequences for how campaigns and landing pages get built: a Shopping campaign or paid social ad sending mobile traffic to a desktop-optimized product page is fighting the platform's own conversion data before the creative even gets evaluated. Given that mobile converts at roughly two-thirds the rate of desktop per Littledata's benchmark, the fix is not abandoning mobile spend, it is treating mobile checkout friction as its own optimization project rather than an afterthought to the desktop experience.
07
International and multi-currency feeds add a layer most single-market agencies have never touched
A DTC brand that starts selling into Canada, the UK, or the EU cannot simply point the same feed at a new country. Google's own Merchant Center guidance on multi-country selling lays out two real approaches: a genuinely separate feed per country, in the local language and currency, or a single feed with Google's automatic currency conversion applied, which still requires the underlying feed to be in a language the target country supports and every delivery and return policy configured for that country's currency. Getting this wrong does not just create a messy feed, it can mean showing a UK shopper a US-priced ad with an unconfigured delivery policy, which tanks conversion rate before the customer even reaches checkout. This is exactly the kind of edge case a pod that manages feeds across many international ecommerce clients has already solved, versus a generalist hire encountering it for the first time on launch day.
08
Retention economics change what a healthy acquisition budget even looks like
A first-order ROAS number tells only part of the story for a DTC brand with any real repeat-purchase behavior. Given that repeat customers spend roughly 67% more than first-time buyers per aggregated Shopify platform data, an acquisition campaign that looks marginal on a pure first-order ROAS basis can still be a strong investment once the full customer lifetime value is counted, provided the brand actually has the retention infrastructure, email flows, loyalty programs, subscription options, to capture that second and third purchase. An agency reporting only first-order ROAS to a subscription or repeat-purchase DTC client is understating the actual return the campaign produced, and a client comparing that number against a competitor's acquisition-only benchmark is being sold a misleading picture of the account's real performance.
Serve e-commerce & d2c clients without building the team
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09
Compliance edges most agencies don't think about until they hit one
Ecommerce carries its own quieter compliance layer: Merchant Center policy violations, misleading pricing, prohibited products, missing return policy disclosures, can suspend an entire account, not just one ad, and platforms are increasingly strict about data accuracy as they push shopping surfaces further into AI-assisted discovery. This is a case where programmatic advertising and shopping-feed campaigns both need the same discipline: clean, well-structured data upstream of the ad platform, because the platform itself will not fix bad inputs, it will simply stop showing the product until the underlying feed issue is resolved.
10
Return policy transparency affects both Merchant Center approval and conversion
Google's own product data specification requires clear, accessible return and refund policy information as a condition of good standing in Merchant Center, not just a best practice, and a missing or buried return policy is a common, avoidable cause of feed or account-level flags. Beyond the compliance angle, conversion rate data makes the commercial case too: a shopper landing on a product page from a Shopping ad is actively comparing that store against the near-identical listing next to it, and an unclear return policy at that exact decision point is a common, quiet source of cart abandonment that has nothing to do with the ad creative or the bid strategy. Treating return-policy visibility as a paid media optimization lever, not just a legal or Merchant Center checkbox, is an easy, underused win for most DTC accounts.
11
Customer reviews function as both a conversion lever and a feed-quality signal
Product reviews sitting on a Merchant Center-connected product page do double duty: they are a direct conversion lever, since a shopper comparing two near-identical Shopping ad listings will lean toward the one with visible social proof, and they increasingly factor into how Google's shopping surfaces themselves evaluate listing quality as those surfaces lean further into AI-assisted product discovery. Given that device-segmented conversion data already shows real friction on mobile relative to desktop, a mobile product page missing visible reviews above the fold is compounding a conversion problem the store already has rather than offsetting it. A DTC brand generating a steady stream of reviews, and syndicating the strongest ones back through both organic product pages and the Merchant Center feed itself, is closing a real gap that pure ad-spend optimization cannot fix on its own, and it is a far cheaper lever to pull than simply raising bids to compensate for a page that is not converting.
12
How Conduit runs ecommerce fulfillment on GPS
Conduit's GPS framework treats revenue attribution as the whole point for ecommerce clients specifically: GA4 configured to track actual purchase events and revenue, not just clicks, tied through GTM before a single campaign launches, so ROAS reporting reflects real store revenue rather than platform-reported conversions that can diverge from it. Fulfillment runs through a specialist pod already fluent in Merchant Center feed management, Shopping campaign structure, and full-funnel paid social, work that has run through Conduit's agency-exclusive white label model since 2017, protected by a non-solicitation agreement so the client relationship stays with your agency. That pod structure matters most here because ecommerce feed and campaign management genuinely benefits from specialists who manage many stores' worth of feed edge cases, not one generalist encountering each one for the first time on a live client's revenue.
13
What proof looks like on an ecommerce account
Ecommerce clients do not need to be convinced reporting matters, their own store dashboard already shows revenue in real time, which means a marketing report that does not reconcile with what they see in Shopify or their own analytics gets caught immediately, often within the first billing cycle. With hundreds of active partner agencies, a meaningful share running ecommerce and DTC clients, the standard Conduit holds fulfillment to is that GPS reporting has to match what the client's own store data shows, not present a more flattering platform-reported number that falls apart under a two-minute cross-check against the client's own revenue dashboard. That same reconciliation discipline is what makes the feed-health, return-policy, and review-coverage checks described above worth running proactively rather than only after a client questions a number that does not add up.
14
Acquisition cost creep is a real ceiling, not just a budgeting nuisance
The gap between WebFX's roughly 1.73x ecommerce ROAS benchmark and Upcounting's read of a 2.87x average that has already declined year over year both point at the same underlying pressure: acquisition costs on paid search and paid social keep climbing as more DTC brands compete for the same finite pool of high-intent shoppers, and a campaign that returned comfortably a year ago can quietly erode into marginal territory without any change in creative or targeting quality. That means an ecommerce retainer needs a built-in review cadence for whether current spend still clears the client's actual margin threshold, not a set-and-forget budget renewed automatically each quarter, since the benchmark itself is moving under the account even when the campaign strategy has not changed at all.
15
Common mistakes agencies make on ecommerce and DTC accounts
Launching Shopping campaigns on an unaudited feed, then discovering disapprovals mid-campaign instead of pre-launch
Applying a flat ROAS target across every client instead of benchmarking against the client's specific category and average order value
Judging paid social purely on last-click ROAS, starving the discovery and retargeting work it is actually doing
Reporting platform-side conversion numbers that do not reconcile with the client's own store revenue dashboard
Ignoring device-segmented conversion data, when mobile and desktop consistently convert at different rates and now carry the majority of ecommerce sales
16
The first 90 days on a new ecommerce client
Month one is a feed and analytics audit before any new spend: Merchant Center feed health checked against Google's product data specification, GA4 and GTM verified to track actual revenue events, not just add-to-cart clicks, and a review of mobile versus desktop conversion performance to catch any obvious checkout friction early. Return policy visibility, review coverage across top-selling products, and any international feed requirements should also be checked in this first month, since each is a quiet, common source of avoidable underperformance once campaigns are live. Month two is where campaigns launch or get restructured, Shopping and paid search prioritized first given their typically stronger direct ROAS, with paid social scoped explicitly around discovery and retargeting rather than judged on the same last-click standard as search. By month three, reporting should reconcile cleanly against the client's own store revenue and show category-appropriate ROAS, giving your agency a renewal conversation grounded in numbers the client already trusts because they match their own dashboard. Agencies deciding whether ecommerce fulfillment belongs in-house should also weigh the full build-versus-buy cost comparison against the true cost of a dedicated ecommerce hire who would need to cover feed management, paid media, and retention marketing all at once.
Where to start
The channels e-commerce & d2c clients buy most
E-Commerce & D2C, answered
Questions agencies ask about this vertical
What ROAS should our agency set as a target for an ecommerce client?
It depends heavily on category and average order value, not a flat number. Industry benchmarks put general ecommerce paid search ROAS in the 1.7x to 2.9x range depending on the source and year, but the right target for a specific client should be set against its own category and margin structure, not an industry-wide average.
How does a Merchant Center feed disapproval get caught before it costs a client sales?
Through a pre-launch feed audit against Google's product data specification, checking category accuracy, GTINs, image requirements, and title structure before campaigns go live, rather than discovering a disapproval after the campaign is already running and products have stopped appearing.
Should paid social be judged the same way as paid search on ROAS?
No. Paid search captures existing purchase intent and typically shows stronger direct ROAS, while paid social is frequently doing discovery and retargeting work for a DTC brand. Judging both by last-click ROAS alone tends to undervalue what paid social is actually contributing to the funnel.
Does white label ecommerce fulfillment include email marketing too?
It can, email marketing is available as part of the channel mix and is often the highest-margin retention channel for a DTC brand once acquisition campaigns are established, especially given how much more repeat customers tend to spend than first-time buyers.
How is ecommerce reporting different from a typical service-business report?
It has to reconcile against the client's own store revenue dashboard, which most other verticals do not have in real time. GPS reporting is built to match GA4-tracked revenue events against what the client sees in their own Shopify or platform analytics, not present a platform-only number that would not survive a direct comparison.
What is the biggest mistake agencies make pricing ecommerce retainers?
Assuming every ecommerce client needs the same ROAS target and budget structure. A $40-average-order consumables brand and a $200-average-order furniture brand need fundamentally different acquisition cost ceilings and campaign pacing, and a one-size retainer structure misprices one or the other.
Can this handle both Shopify and non-Shopify ecommerce platforms?
Yes, the underlying disciplines, Merchant Center feed management, GA4 revenue tracking, ROAS-benchmarked paid media, apply across platforms. Shopify is used for benchmark data here because it publishes the most complete public merchant statistics, not because fulfillment is Shopify-exclusive.
