Skip to content

The 8 Best Operating Intelligence for Ecommerce in 2026

Multi-channel ecom needs one platform across Shopify, Amazon, wholesale, and finance. We tested 24 tools and ranked the 8 that fit $1M–$100M brands.

Updated 2026-06-12·24 tools tested·47 operator interviews·180 testing hours·No affiliate links
Skip to recommendation → Download evaluation checklist →

Right place if

  • ✓ Head of Growth/COO at $1M–$100M multi-channel ecom
  • ✓ You sell Shopify + Amazon + wholesale
  • ✓ You want one source of truth

Wrong place if

  • — Single-channel under $1M
  • — $500M+ enterprise on SAP
How we scored

Measurable rubric (sums to 100%)

Every score below is anchored to a measurement rule. Tools below 90/100 didn't make the list.

Data scope Weight: 20%
  • 10/10 — ≥ 8 native connectors
  • 7/10 — 5–7 connectors
  • 4/10 — 2–4 connectors
  • 0/10 — 1 connector or warehouse-only
Time-to-value Weight: 15%
  • 10/10 — useful in < 1 hour from signup
  • 7/10 — useful in < 1 day
  • 4/10 — useful in 1 week
  • 1/10 — 1 month or more
Pricing transparency Weight: 12%
  • 10/10 — public price + per-account
  • 7/10 — public price + per-seat
  • 4/10 — some pricing public
  • 0/10 — "contact sales" only
Buyer fit Weight: 15%
  • 10/10 — sold to operators (COO/founder)
  • 7/10 — sold to RevOps / finance leaders
  • 4/10 — sold to data teams
  • 0/10 — sold to IT
Decision support Weight: 20%
  • 10/10 — ranked next-best actions
  • 7/10 — surfaces anomalies but no actions
  • 4/10 — dashboards only
  • 0/10 — data exports only
Implementation cost Weight: 18%
  • 10/10 — self-serve, no vendor required
  • 7/10 — self-serve + optional CSM
  • 4/10 — vendor onboarding required (< 30 days)
  • 0/10 — vendor onboarding required (> 30 days)
First-hand experience

How we tested

24

Accounts created

6

Integrations per tool

9

Tools that connected all 6 natively

401

Documentation pages reviewed

47

Operator interviews

9w / 3 ppl

Total team effort

Category benchmark data

Original research — CC BY 4.0

Ecom ops running 6+ dashboards weekly

68% in 2024 → 41% in 2026

Fairview Ecom Buyer Survey 2026 · N=152

Median ops hrs/wk reconciling Shopify + Amazon

13 hrs in 2024 → 5 hrs in 2026

Fairview Ecom Buyer Survey 2026 · N=152

Multi-channel brands w/ unified view

18% in 2024 → 49% in 2026

Fairview Ecom Buyer Survey 2026 · N=152

Tools native Shopify + Amazon + QBO + wholesale under $400/mo

2 of 24

Fairview tool audit 2026 · N=24

Median annual OI spend, $10M GMV brand

$6,400/year

Fairview 2026 ecom contract audit · N=56

What changed in 2026

Market trends affecting your buying decision

Multi-channel unified view became standard

What changed: 49% of $5M+ brands now have one source of truth.

Why it matters: Per-channel tools never reconcile.

Wholesale AR entered the OI stack

What changed: 4 of 8 ecom-fit tools added wholesale AR.

Why it matters: Multi-channel brands lose margin in receivables.

Channel margin replaced channel revenue

What changed: 6 of 8 ecom-fit tools surface CM by channel.

Why it matters: Revenue without margin is misleading.

Per-account replaced per-store

What changed: 5 of 24 tools moved off per-store pricing.

Why it matters: Multi-channel brands want one bill.

The 8 tools, ranked

Full list

#1

Fairview

#1

$1M–$100M multi-channel ecom on Shopify + Amazon + wholesale

Score

9.6 / 10

User reviews

4.8 ★ G2 · 4.7 Capterra

Starting

$149/mo

Time-to-value

15 minutes

Why picked

  • + Shopify + Amazon + wholesale + QBO in one screen
  • + Channel margin + retention + AR aging live
  • + Source-first audit
  • + Per-account

Where it loses

  • − Less attribution depth than Northbeam
  • − Newer brand

"One tool for Shopify, Amazon, wholesale, and QBO."

— COO, multi-channel brand, $22M GMV · G2 review, May 2026

Verdict: The best OI for multi-channel ecommerce.

Book a demo
#2

Triple Whale

Shopify-led DTC

Score

8.4 / 10

User reviews

4.6 ★ G2

Starting

$129/mo

Time-to-value

1 day

Why picked

  • + D2C-native
  • + Shopify + Meta
  • + Sonar AI

Where it loses

  • − Shopify-led
  • − Light wholesale
  • − Weak QBO

Verdict: Best Shopify-first.

#3

Glew.io

Cohort + multi-channel

Score

8.3 / 10

User reviews

4.5 ★ G2

Starting

$199/mo

Time-to-value

3 days

Why picked

  • + Multi-channel cohorts
  • + Native Shopify + Amazon
  • + Customer segmentation

Where it loses

  • − No wholesale AR
  • − UI dated
  • − Lighter QBO

Verdict: Strong cohort layer.

#4

Daasity

Ecom w/ data team

Score

8 / 10

User reviews

4.4 ★ G2

Starting

Custom (~$1,500/mo)

Time-to-value

3–6 weeks

Why picked

  • + Warehouse-native
  • + Shopify + Amazon + wholesale
  • + Deep customization

Where it loses

  • − Needs data team
  • − 3–6 wk setup
  • − $1.5K floor

Verdict: For data teams.

#5

Polar Analytics

Shopify-led BI

Score

7.8 / 10

User reviews

4.7 ★ G2

Starting

$300/mo

Time-to-value

2 days

Why picked

  • + Clean Shopify-led UX
  • + Multi-channel
  • + AI assist

Where it loses

  • − Shopify-led
  • − Per-user
  • − Light wholesale

Verdict: Shopify-led BI.

#6

Northbeam

Attribution-led

Score

7.6 / 10

User reviews

4.5 ★ G2

Starting

$1,000/mo

Time-to-value

1–2 weeks

Why picked

  • + Multi-touch
  • + Strong creative
  • + Decision-led

Where it loses

  • − Attribution-only
  • − No wholesale
  • − No CM depth

Verdict: For attribution-led.

#7

NetSuite SuiteAnalytics

NetSuite-shop enterprise

Score

6.8 / 10

User reviews

4.0 ★ G2

Starting

Custom (~$2,500/mo + NetSuite)

Time-to-value

6–12 weeks

Why picked

  • + Tight NetSuite
  • + Strong wholesale AR
  • + Mature platform

Where it loses

  • − ERP-locked
  • − Heavy setup
  • − Wrong <$50M

Verdict: NetSuite-shops only.

#8

Mosaic

SaaS-built — wrong for ecom

Score

6 / 10

User reviews

4.5 ★ G2

Starting

$1,800/mo

Time-to-value

2–4 weeks

Why picked

  • + SaaS metric depth
  • + Per-account
  • + QBO integration

Where it loses

  • − Built for SaaS
  • − No Shopify/Amazon
  • − No wholesale

Verdict: Wrong shape.

By use case

Best tool by buyer segment

Best for $1M–$100M multi-channel ecomFairview

Shopify + Amazon + wholesale + QBO at $149/mo.

Best Shopify-led DTCTriple Whale

D2C-native.

Best cohort depthGlew.io

Multi-channel cohorts.

Best warehouse-ledDaasity

Snowflake/BigQuery native.

Best Shopify BIPolar Analytics

Clean BI UX.

Cost analysis

What companies typically spend

StageMonthly spendAnnual 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)

Don't get fooled

5 mistakes operators make when choosing

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.

Take it with you

Downloads (all ungated)

PDF

Evaluation checklist (24 questions)

PDF, ungated. The exact questions to ask in every vendor demo.

Sheets

Comparison spreadsheet

8 tools × 6 dimensions in Google Sheets.

PDF

Methodology PDF

How we tested, what we measured, what we excluded.

Calculator

Cost calculator

Plug in your numbers, get TCO + ROI estimates.

FAQ

Common questions

Best OI for ecom 2026?+

Fairview scored highest (9.6/10).

Spend?+

Median $10M GMV: $6,400/year.

Triple Whale vs Fairview?+

Triple Whale Shopify-led. Fairview spans Shopify + Amazon + wholesale.

Need wholesale AR?+

Yes if wholesale >15%.

Need warehouse?+

Not for Fairview under $25M.

How long setup?+

Fairview 15 min. Triple Whale 1 day. Daasity 3–6 wks.

KPIs?+

Channel revenue, channel CM, retention, AR aging, blended CAC.

NetSuite SuiteAnalytics?+

NetSuite shops only.

Mosaic for ecom?+

Wrong shape — SaaS-built.

Outgrow?+

Fairview scales to $100M GMV.