D2C brands need CM by SKU and channel — net of fees, returns, ad spend. We evaluated 24 tools and ranked the 8 that fit $1M–$50M.
Right place if
Wrong place if
Every score below is anchored to a measurement rule. Tools below 90/100 didn't make the list.
This is a desk evaluation, not a hands-on test. We reviewed each vendor's public pricing, product documentation, integration catalogue and positioning, then scored every tool against the rubric above. Scores reflect published capability, not measured performance in your stack.
Where a vendor does not publish something — a price, a connector list, a limit — we score it as absent rather than assume it exists. That is why some otherwise capable tools score lower on transparency-dependent dimensions.
Fairview appears in this ranking and we build one of the tools listed, so read the placement with that in mind. The rubric and weights are published above so you can disagree with our weighting and re-rank the list yourself. We take no affiliate commission from any vendor here. Our full policy is at editorial standards.
What changed: 7 of 8 D2C-fit tools lead with CM.
Why it matters: Gross hides ad/fees/returns.
What changed: 6 of 8 D2C-fit tools surface CM by SKU and channel.
Why it matters: Operators cut bottom-20 by CM.
What changed: 5 of 8 D2C-fit tools auto-net returns.
Why it matters: Apparel returns at 22%.
What changed: 6 of 8 D2C-fit tools ship mobile.
Why it matters: Founders check on phone.
$1M–$50M D2C wanting CM by SKU and channel
9.5 / 10
Scored below, not rated externally
$149/mo
15 minutes
Why picked
Where it loses
Verdict: The best margin analysis for D2C.
Shopify-led ad-driven
8.4 / 10
4.6 ★ G2
$129/mo
1 day
Why picked
Where it loses
Verdict: Best Shopify-first.
Cohort + margin
8 / 10
4.5 ★ G2
$199/mo
3 days
Why picked
Where it loses
Verdict: Strong cohort.
D2C w/ FP&A lead
7.8 / 10
4.6 ★ G2
$1,200/mo
2–3 weeks
Why picked
Where it loses
Verdict: After FP&A hire.
Shopify-led multi-channel
7.6 / 10
4.7 ★ G2
$300/mo
2 days
Why picked
Where it loses
Verdict: Shopify-led.
LTV/CAC
7 / 10
4.6 ★ Shopify
$49/mo
1 day
Why picked
Where it loses
Verdict: Cheap cohort.
D2C w/ data team
7.4 / 10
4.4 ★ G2
Custom (~$1,500/mo)
3–6 weeks
Why picked
Where it loses
Verdict: Data teams.
SaaS-built, wrong for D2C
5.8 / 10
4.5 ★ G2
$1,800/mo
2–4 weeks
Why picked
Where it loses
Verdict: Wrong shape.
CM by SKU + channel at $149/mo.
Profit per order.
Mature cohort engine.
Full D2C FP&A.
Cheap LTV.
| Stage | Monthly spend | Annual spend |
|---|---|---|
| Sub-$1M GMV | $0–$150 | $0–$1,800 |
| $1–$5M GMV | $150–$400 | $1,800–$4,800 |
| $5–$15M GMV | $400–$1,200 | $4,800–$14,400 |
| $15–$50M GMV | $1,200–$3,500 | $14,400–$42,000 |
| $50M+ GMV | $3,500–$10,000 | $42,000–$120,000 |
Public pricing of 24 vendors + 56 verified D2C contracts (Fairview 2026 audit)
Mistake #1 — Gross margin not CM
Gross misses ad/fees/returns.
Fix: Demand CM by SKU.
Mistake #2 — No Amazon Seller Central
Half of revenue missing.
Fix: Demand native Amazon.
Mistake #3 — Returns not in margin
Apparel returns 22%.
Fix: Auto-net returns.
Mistake #4 — Daasity pre-data-team
Needs analyst.
Fix: Stay turnkey.
Mistake #5 — Per-seat at 5-person team
$50 × 5 = $3K/yr.
Fix: Per-account.
Evaluation checklist (24 questions)
PDF, on request. The exact questions to ask in every vendor demo.
Sheets
Comparison spreadsheet
8 tools × 6 dimensions in Google Sheets.
Methodology PDF
How we scored, what each dimension means, what we excluded.
Calculator
Cost calculator
Plug in your numbers, get TCO + ROI estimates.
Fairview scored highest (9.5/10).
Median $10M D2C: $5,400/year.
CM nets ad/fees/returns/COGS. Gross does not.
Triple Whale Shopify-led ad. Fairview spans channels with CM by SKU.
Yes if Amazon >15%.
Cohort-led. Pair w/ margin tool.
Drivetrain post-FP&A. Fairview founder-led.
Fairview 15 min. Triple Whale 1 day.
CM by SKU, channel CM, blended ROAS, repeat rate, AOV.
Fairview scales to $100M.
