COOs need CM by team + channel live. We evaluated 24 tools and ranked the 8 that fit $5M-$100M.
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 fit tools split by team.
Why it matters: Blended margin hides waste.
What changed: 7 of 8 trace numbers.
Why it matters: Defensible.
What changed: 4 of 24 tools dropped per-seat.
Why it matters: Ops + finance avoid tax.
What changed: 6 of 8 ship mobile.
Why it matters: COOs check on phone.
COOs at $5M-$100M wanting CM by team + channel + SKU live
9.4 / 10
Scored below, not rated externally
$349/mo
15 minutes
Why picked
Where it loses
Verdict: The best margin analysis for COOs.
SaaS $20M+
8 / 10
4.5 ★ G2
$1,800/mo
2-4 weeks
Why picked
Where it loses
Verdict: SaaS $20M+.
Excel-friendly COO
7.6 / 10
4.5 ★ G2
$1,500/mo
2 weeks
Why picked
Where it loses
Verdict: After FP&A hire.
D2C COO margin
7.2 / 10
4.6 ★ G2
$1,200/mo
2-3 weeks
Why picked
Where it loses
Verdict: D2C COO.
$25M+ ERP
7 / 10
4.0 ★ G2
$2,500/mo
3-6 months
Why picked
Where it loses
Verdict: $25M+.
Mid-market multi-entity
6.8 / 10
4.3 ★ G2
$1,700/mo
2-4 months
Why picked
Where it loses
Verdict: Mid-market.
Excel-heavy
6.5 / 10
4.4 ★ G2
Custom (~$1,500/mo)
4-6 weeks
Why picked
Where it loses
Verdict: Excel workhorse.
Series C+ scenario
6.2 / 10
4.6 ★ G2
Custom (~$30K/yr min)
4-8 weeks
Why picked
Where it loses
Verdict: Wait Series C.
CM by team + channel at $349/mo.
SaaS depth.
Excel modeling.
D2C FP&A.
Mature ERP.
| Stage | Monthly spend | Annual spend |
|---|---|---|
| $5M ARR | $350-$1,500 | $4,200-$18,000 |
| $10M | $1,500-$3,000 | $18,000-$36,000 |
| $25M | $3,000-$6,000 | $36,000-$72,000 |
| $50M | $6,000-$12,000 | $72,000-$144,000 |
| $100M | $12,000-$25,000 | $144,000-$300,000 |
Public pricing of 24 vendors + 56 verified COO contracts (Fairview 2026 audit)
Mistake #1 — Blended margin only
Hides team-specific waste.
Fix: CM by team.
Mistake #2 — No source-first
Untraceable.
Fix: Trace-back.
Mistake #3 — Per-seat at 10-person team
$70 × 10 = $8.4K/yr.
Fix: Per-account.
Mistake #4 — Mosaic at $5M
$1.8K heavy.
Fix: Per-account first.
Mistake #5 — Pigment at Series B
$30K min.
Fix: Wait Series C.
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 (9.4/10).
Median $25M: $22,000/year.
SaaS $20M+.
$25M+ ERP.
Fairview 15 min. Mosaic 2-4 wks.
CM by team, channel, SKU, gross margin, CAC payback.
After FP&A hire.
D2C COO.
Excel workhorse.
Fairview scales $100M.
