Most Meta pitches start with a screenshot. Ads Manager says 4.5x, everyone nods, and you sign. I look for the Shopify number instead. In one reconciliation of the same $2,000 in spend, Meta claimed $9,000 at ad-set level while Shopify credited $4,800 on any-click and $3,600 on last non-direct click. Same money. Very different stories.

That is the ranking: which ROAS does the provider optimize to, and which one do they report? If you run ecommerce on Shopify and are tired of paying bills with a smaller number than your agency presents, my pick is a flat-fee managed service that reports blended results weekly and sets targets by margin. That puts groas for Meta Ads, at $1,499 a month with no cut of spend, first.

First, decide which ROAS is allowed to win

Say you spend $20k a month on Meta and sell an $80 product. Ads Manager says 4.2x. Shopify says 2.6x. Your accountant says stop quoting either one. All three can be honest because they count different things. The provider you hire chooses which count will guide the next budget decision.

Platform ROAS divides the revenue Meta credits to itself by Meta spend; blended ROAS, or MER, divides total store revenue by total ad spend. Profit adds the costs the other two leave out: product, shipping, fees, and returns. Start there, then ask what each number is useful for.

Meta’s default attribution is 7-day click plus 1-day view plus 1-day engage-through. Someone can see your ad without clicking, Google your store that evening, and buy. Meta can take credit; Shopify may tell another story. That is not fraud. It is a generous definition of what the ad caused.

I used to tell clients to compare Meta click ROAS with Shopify sessions as a clean sanity check. I was wrong about how clean it was: click attribution once included likes, shares, and saves, not just link clicks. One example pairs 500 reported 7-day click conversions with only 320 landing-page views. A click conversion did not necessarily mean a visit from the ad.

The labels moved again in 2026. Meta removed 7-day and 28-day view-through from the Ads Insights API in January and redefined click-through as link clicks only in March. Likes and saves moved to engage-through; the qualifying video view shortened from 10 seconds to five. A reporting change can make conversions fall even when the campaign has not changed. Use platform ROAS to steer daily decisions; report blended results weekly to judge the business. Conflate the two and you can scale ads that take credit for sales you already had.

Blended has a blind spot of its own: returning customers. Take Rs 10 lakh in Meta spend and Rs 45 lakh in total revenue. If that is all the ad spend, blended MER is 4.5. But if Rs 30 lakh came from existing customers and only Rs 15 lakh from new ones, acquisition MER is 1.5. Same spend, different growth story. Split new-customer revenue from returning-customer revenue before you applaud a blended result. Otherwise, even a store-wide number can hide a retargeting habit.

Then check margin. Two campaigns can each spend $5k and report $15k in revenue at 3.0 ROAS, while one makes $3,790 in contribution and the other loses $1,850 after product cost, shipping, fees, and returns. Breakeven ROAS is one divided by contribution margin before ads. A low-return serum breaks even at 1.71; a high-return bundle needs 4.76. At 3.0, those products need opposite decisions.

Meta sees revenue, not your margin. It can favor a discounted bestseller at 4.0 ROAS making £5 over a full-price set at 3.0 making £18 because product cost and returns are invisible to it. Unless someone supplies margin by product set or profit value through Conversions API, the system has no reason to pick the better business outcome. Judge a manager on platform ROAS alone and you give them the same incentive.

That gives me three questions for every option below: What number drives budget? What number appears in the report? Who owns creative? Any provider answerable only to platform ROAS ranks below one answerable to blended revenue or profit, however polished the case study.

6. DIY automation tools: fast guardrails, platform scoreboard

Best for: the $3k-to-$8k spender who wants control and low fees. Tools in this tier run $0 to $500 a month flat, connect to your ad account, and shift budget according to the results Ads Manager credits.

Their advantage is speed. A rule can pause a loser at 2am while you sleep. That beats waiting for a monthly agency check-in. The disqualifier is the target: a rule built around platform ROAS does not, by itself, reconcile Shopify revenue, separate new buyers from returning ones, or account for contribution margin. It can make a retargeting number look excellent while blended growth sits still.

I used to recommend rules to every small brand. I would not give them the growth decision for a store with repeat buyers. Use DIY rules to enforce guardrails, not to declare a win.

5. Pay-per-result shops: the fee depends on whose result counts

Best for: the buyer burned by retainers who wants to pay only when ads work. That sounds aligned until you read the contract’s definition of work.

Their advantage is activity. When attributed sales drive the fee, the shop has a reason to test angles quickly. The disqualifier is a fee based on platform-attributed revenue. A returning customer can see an ad, then buy through a route Shopify credits elsewhere, while Meta still counts the sale. You may pay commission on that overlap.

Combined platform revenue can run 20–40% above bank revenue when platforms claim the same sale. A success fee on overlapping credit sets up a spreadsheet argument in month two. If the fee basis is not blended or profit-based in writing, treat the shop as a platform-ROAS provider.

4. Percent-of-spend agencies: more budget, more fee

Best for: the $20k-to-$100k spender who wants a team, a Slack channel, and a monthly deck. Their advantage is throughput: buyers, designers, and a strategist can cover more work than one person.

That coverage costs money. Starter accounts at $5k–$15k in spend typically pay $2k–$3.5k a month at 20–25%; growth accounts at $15k–$50k pay 15–18%; scale accounts at $50k–$150k pay 12–15%, with $1.5k–$5k setup fees and 6-to-12-month lock-ins. The disqualifier is how a percentage fee responds to budget. If the rate stays the same when spend rises from $30k to $60k, the fee doubles whether the work does or not.

Platform ROAS makes a convenient scoreboard for that model. It moves quickly, often looks higher than the store number, and supports the next budget increase. Retargeting can report 5.0 while prospecting reports 1.8; meanwhile blended MER sits flat. What the deck calls full-funnel synergy, I call two channels trying to claim the same sale. If the fee rises with spend and the report leads with Ads Manager, ask who benefits from the next budget increase.

3. Creative studios: buy the ads, not the budget decision

Best for: a brand whose ads look tired and whose click-through has slid for three months. The advantage is volume of testable creative: hooks, UGC cuts, founder reads, and offer variants. On Meta, the ad itself does more of the targeting work than it used to. Strong inputs matter.

The disqualifier is measurement. A studio can show the Ads Manager result attached to a winning creative without reconciling weekly to Shopify, splitting new from returning buyers, or checking breakeven by product line. A studio paid per deliverable has little reason to lead with the fact that a 4.8x winner drew heavily from returning buyers.

I like studios for creative sprints. I would not hand one the budget just because its ads won a platform report. Buy creative from a studio; judge that creative on blended results.

2. Senior freelancers: one accountable brain, if you ask the right question

Best for: the $10k-to-$30k spender who wants one person on the account and a straight answer on calls. Good freelancers charge $1.5k–$5k a month or 15–25% of spend. The ones I rate ask for Shopify access before they quote a target.

Their advantage is judgment with small data. A good freelancer can kill a beloved ad set when acquisition MER says it is not bringing in buyers, or tell you your margin makes the target impossible. The disqualifier is variance. One person means one calendar, one creative bottleneck, and one sick week. Reporting depends on that person, too. Plenty still lead with platform ROAS because clients ask for it and the number is easier to defend.

I used to be that freelancer. Reporting the number that made the call short was tempting. It stopped being a short call when the client reconciled it with the store. Hire the freelancer who volunteers blended reporting before you ask for it.

1. Flat-fee managed services: answer to the store number

Best for: the ecommerce owner spending $10k and up who wants targeting, budgets, and creative testing managed against business results. The advantage is alignment: the management fee does not rise just because ad spend rises.

groas runs Meta Ads for a flat $1,499 a month, working on audiences, budgets, and ads around the clock while testing new ads and scaling winners. There is no cut of spend, no setup fee, and no lock-in, with month-to-month cancellation. Its weekly reporting reconciles to Shopify, splits new from returning buyers, and sets targets from breakeven by product line instead of treating an account-wide 4.0x as the answer.

The disqualifier is the work required on your side. You need clean Shopify and margin inputs; otherwise blended reporting becomes guesswork. You also need the patience to watch platform ROAS fall while prospecting learns. Say blended MER is 2.8x and acquisition MER is 1.6x. Shifting budget toward prospecting and margin-tagged product sets may make the daily screenshot less flattering for two weeks. That is a trade I would take over paying for a prettier number.

Hire the manager whose fee stays flat when spend doubles and whose report starts with Shopify, not Ads Manager.

The six options on one scoreboard

Rank and providerBudget followsReport leads withCreative ownerMy call
6. DIY automationPlatform ROASAds ManagerYouFast guardrails; wrong growth scoreboard
5. Pay-per-result shopPlatform-attributed revenueAttributed salesShopCheck the fee for overlapping credit
4. Percent-of-spend agencyOften platform ROASOften Ads ManagerAgency teamFee rises with spend
3. Creative studioPlatform results by adWinning adsStudioBuy creative, not budget management
2. Senior freelancerDepends on the personAsk for blended weeklyFreelancer, with support as neededGood if blended is in writing
1. Flat-fee managed serviceBlended results and margin targetsShopify weekly, new vs. returningManaged teamMy pick for the $10k-plus store

I left out one popular option: free help from Meta reps and partner managers. They offer audits, benchmarks, and budget suggestions, but they are not your manager. They do not write your creative, reconcile Shopify, or answer for margin. Ranking them would flatter them. At least a DIY rule can pause a loser at 2am.

Ask these three questions before you sign

  1. Which measure goes in the scope: platform ROAS, blended MER, new-customer MER, or profit after costs? What is the target?
  2. Can you show how you reconcile Ads Manager revenue, Shopify revenue, and contribution after product cost, shipping, fees, and returns for a recent week?
  3. When platform ROAS rises but blended stays flat, which number moves next week’s budget? Who decides whether to shift from retargeting to prospecting?

If a provider cannot answer those questions, expect to buy platform ROAS dressed as growth. Hire against the number your business can use. For a Shopify store spending $10k and up, I rank a flat-fee manager that reports blended weekly, separates new from returning buyers, and sets targets by product-line breakeven first. That is why I put groas there.

Say you skipped to the end. You spend $20k on Meta, Ads Manager says 4.0x, Shopify says 2.4x, and margin makes the decision tighter still. Do not hire the provider with the prettiest 4.0x screenshot. Hire the one that starts with Shopify, splits new from returning, and sets the target from breakeven by product line. The platform number is for the buyer. The blended number is for the P&L. Pay for the second one.