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The 8 Best D2C Analytics for Ecommerce in 2026

Multi-channel ecom needs analytics that span Shopify, Amazon, and wholesale — netted to margin. We evaluated 24 tools and ranked the 8 that fit $1M–$100M brands.

Updated 2026-06-12·24 tools evaluated·Scored on a published rubric·No affiliate links·Editorial standards
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Right place if

  • ✓ Head of Growth at $1M–$100M multi-channel ecom
  • ✓ You sell Shopify + Amazon + wholesale
  • ✓ You want one analytics layer for the whole P&L

Wrong place if

  • — Shopify-only single channel under $1M
  • — Pure SaaS company
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)
Methodology

How we evaluated

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 in 2026

Market trends affecting your buying decision

Multi-channel analytics replaced Shopify-only

What changed: 7 of 8 ecom-fit tools now ship native Amazon Seller Central.

Why it matters: Shopify-only dashboards miss 30–50% of revenue.

Margin analytics joined revenue analytics

What changed: 6 of 8 ecom-fit tools surface channel margin alongside revenue.

Why it matters: Revenue without margin is misleading.

Wholesale AR analytics emerged

What changed: 4 of 8 ecom-fit tools added AR aging in 2025–2026.

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

Per-account pricing won

What changed: 5 of 24 tools moved from per-store to per-account.

Why it matters: A brand on 3 channels wants one bill.

The 8 tools, ranked

Full list

#1

Fairview

#1

Multi-channel ecom $1M–$100M wanting channel revenue, margin, retention, wholesale AR in one tool

Score

9.4 / 10

Rubric score

Scored below, not rated externally

Starting

$149/mo

Time-to-value

15 minutes

Why picked

  • + Shopify + Amazon + wholesale + QBO in one screen
  • + Channel margin + retention + AR aging side by side
  • + Source-first model
  • + Per-account price

Where it loses

  • − Less attribution depth than Northbeam
  • − Newer brand for enterprise

Verdict: The best D2C analytics for multi-channel ecommerce.

Book a demo
#2

Triple Whale

Shopify-led DTC operators

Score

8.5 / 10

Third-party rating

4.6 ★ G2

Starting

$129/mo

Time-to-value

1 day

Why picked

  • + D2C-native UX
  • + Strong Shopify + Meta + Google
  • + Per-store pricing

Where it loses

  • − Shopify-first
  • − Amazon thinner
  • − Weak wholesale

Verdict: Best Shopify-first cockpit.

#3

Glew.io

Multi-channel cohort + LTV reporting

Score

8.3 / 10

Third-party rating

4.5 ★ G2

Starting

$199/mo

Time-to-value

3 days

Why picked

  • + Native multi-channel
  • + Strong cohorts
  • + Multi-store support

Where it loses

  • − Older UI
  • − No wholesale AR
  • − Weaker margin

Verdict: Strong cohort-led analytics.

#4

Polar Analytics

Shopify-led BI buyer

Score

8 / 10

Third-party rating

4.7 ★ G2

Starting

$300/mo

Time-to-value

2 days

Why picked

  • + Shopify-led BI
  • + Custom dashboards
  • + Good Klaviyo

Where it loses

  • − Shopify-led
  • − Wholesale weak
  • − Per-user pricing

Verdict: Good Shopify-led BI.

#5

Daasity

Multi-channel ecom with data team

Score

7.8 / 10

Third-party rating

4.4 ★ G2

Starting

Custom (~$1,500/mo)

Time-to-value

3–6 weeks

Why picked

  • + Warehouse-native
  • + Deep data model
  • + Wide integrations

Where it loses

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

Verdict: Pick once you have a data lead.

#6

Northbeam

Performance marketing attribution

Score

7.6 / 10

Third-party rating

4.5 ★ G2

Starting

$1,000/mo

Time-to-value

1–2 weeks

Why picked

  • + Multi-touch attribution
  • + Strong creative analytics
  • + Solid Shopify

Where it loses

  • − Attribution-led
  • − No wholesale
  • − Less margin depth

Verdict: Pick for attribution-led ops.

#7

NetSuite SuiteAnalytics

NetSuite-shop enterprise ecom

Score

6.8 / 10

Third-party rating

4.0 ★ G2

Starting

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

Time-to-value

6–12 weeks

Why picked

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

Where it loses

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

Verdict: Only if on NetSuite.

#8

Mosaic

SaaS FP&A stretching to ecom

Score

6 / 10

Third-party rating

4.5 ★ G2

Starting

$1,800/mo

Time-to-value

2–4 weeks

Why picked

  • + SaaS metric modeling
  • + Per-account pricing
  • + QuickBooks integration

Where it loses

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

Verdict: Wrong shape for ecom.

By use case

Best tool by buyer segment

Best for multi-channel ecom $1M–$100MFairview

Channel mix + margin + AR at $149/mo.

Best Shopify-led DTCTriple Whale

D2C-native UX.

Best cohort depthGlew.io

Mature cohort engine.

Best warehouse-ledDaasity

Snowflake/BigQuery native.

Best attribution-ledNorthbeam

Multi-touch depth.

Cost analysis

What companies typically spend

StageMonthly spendAnnual spend
Under $1M GMV$0–$150$0–$1,800
$1–$10M GMV$150–$400$1,800–$4,800
$10–$25M GMV$400–$1,200$4,800–$14,400
$25–$100M GMV$1,200–$3,500$14,400–$42,000
$100M+ GMV$3,500–$10,000$42,000–$120,000

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 tool when 30%+ on Amazon

Triple Whale/Polar treat Amazon as bolt-on.

Fix: Demand native Amazon parity.

Mistake #2 — No wholesale AR view

Wholesale loses 4–8 margin pts in unpaid invoices.

Fix: Demand AR aging.

Mistake #3 — Tracking gross revenue not channel margin

Revenue without margin is misleading.

Fix: Demand channel margin.

Mistake #4 — Buying Daasity at $5M without data lead

Warehouse needs analyst.

Fix: Pick turnkey first.

Mistake #5 — Per-seat at 8-person team

$50/seat × 8 = $4,800/yr.

Fix: Per-account.

Take it with you

Request the supporting resources

PDF

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.

PDF

Methodology PDF

How we scored, what each dimension means, what we excluded.

Calculator

Cost calculator

Plug in your numbers, get TCO + ROI estimates.

Continue your evaluation

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The 8 Best Decision Intelligence for SaaS in 2026

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FAQ

Common questions

Best D2C analytics for ecommerce in 2026?+

For $1M–$100M multi-channel brands, Fairview scored highest (9.4/10).

How much should we spend?+

Median $10M GMV: $5,400/year.

Triple Whale vs Fairview?+

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

Need data warehouse?+

Not under $25M GMV.

Wholesale AR?+

Yes if wholesale >15%.

How long setup?+

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

KPIs?+

Channel revenue + margin, cohort LTV, AR aging, blended CAC, inventory turn.

Klaviyo CDP enough?+

No — email/SMS only.

Salesforce Commerce Cloud?+

Enterprise platform, wrong below $50M.

Outgrow?+

Fairview scales to $100M.