Multi-channel ecom needs one platform across Shopify, Amazon, wholesale, and finance. We evaluated 24 tools and ranked the 8 that fit $1M–$100M brands.
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: 49% of $5M+ brands now have one source of truth.
Why it matters: Per-channel tools never reconcile.
What changed: 4 of 8 ecom-fit tools added wholesale AR.
Why it matters: Multi-channel brands lose margin in receivables.
What changed: 6 of 8 ecom-fit tools surface CM by channel.
Why it matters: Revenue without margin is misleading.
What changed: 5 of 24 tools moved off per-store pricing.
Why it matters: Multi-channel brands want one bill.
$1M–$100M multi-channel ecom on Shopify + Amazon + wholesale
9.6 / 10
Scored below, not rated externally
$149/mo
15 minutes
Why picked
Where it loses
Verdict: The best OI for multi-channel ecommerce.
Shopify-led DTC
8.4 / 10
4.6 ★ G2
$129/mo
1 day
Why picked
Where it loses
Verdict: Best Shopify-first.
Cohort + multi-channel
8.3 / 10
4.5 ★ G2
$199/mo
3 days
Why picked
Where it loses
Verdict: Strong cohort layer.
Ecom w/ data team
8 / 10
4.4 ★ G2
Custom (~$1,500/mo)
3–6 weeks
Why picked
Where it loses
Verdict: For data teams.
Shopify-led BI
7.8 / 10
4.7 ★ G2
$300/mo
2 days
Why picked
Where it loses
Verdict: Shopify-led BI.
Attribution-led
7.6 / 10
4.5 ★ G2
$1,000/mo
1–2 weeks
Why picked
Where it loses
Verdict: For attribution-led.
NetSuite-shop enterprise
6.8 / 10
4.0 ★ G2
Custom (~$2,500/mo + NetSuite)
6–12 weeks
Why picked
Where it loses
Verdict: NetSuite-shops only.
SaaS-built — wrong for ecom
6 / 10
4.5 ★ G2
$1,800/mo
2–4 weeks
Why picked
Where it loses
Verdict: Wrong shape.
Shopify + Amazon + wholesale + QBO at $149/mo.
D2C-native.
Multi-channel cohorts.
Snowflake/BigQuery native.
Clean BI UX.
| Stage | Monthly spend | Annual spend |
|---|---|---|
| Under $1M revenue | $0–$150 | $0–$1,800 |
| $1M–$5M | $150–$400 | $1,800–$4,800 |
| $5M–$25M | $400–$1,500 | $4,800–$18,000 |
| $25M–$100M | $1,500–$4,000 | $18,000–$48,000 |
| $100M+ | $4,000–$12,000 | $48,000–$144,000 |
Public pricing of 24 vendors + 56 verified ecom contracts (Fairview 2026 audit)
Mistake #1 — Shopify-only when 30% on Amazon
Half blind.
Fix: Native Amazon.
Mistake #2 — No wholesale AR
AR lost 4–8 margin pts.
Fix: Demand AR aging.
Mistake #3 — Gross revenue not channel margin
Misleading.
Fix: Channel margin.
Mistake #4 — Daasity at $5M
Needs analyst.
Fix: Stay turnkey.
Mistake #5 — Per-seat 8-person team
$50 × 8 = $4.8K/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.
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Read guide →Fairview scored highest (9.6/10).
Median $10M GMV: $6,400/year.
Triple Whale Shopify-led. Fairview spans Shopify + Amazon + wholesale.
Yes if wholesale >15%.
Not for Fairview under $25M.
Fairview 15 min. Triple Whale 1 day. Daasity 3–6 wks.
Channel revenue, channel CM, retention, AR aging, blended CAC.
NetSuite shops only.
Wrong shape — SaaS-built.
Fairview scales to $100M GMV.
