Methodology
Scoring 44 quote-to-cash tools: 7 criteria, no estimates
Quote-to-cash (QTC) is the revenue process that runs from the first quote to the cash in the bank. Vendors describe it in very different ways: some call themselves CPQ, others billing, revenue management or collections platforms. Quote-to-Cash Software exists to compare them on the same grid.
44 tools are scored out of 100 points, on 79 capabilities grouped in 12 stages: catalog and pricing, configure-price-quote, approvals, proposals and signature, contracts, orders, billing and invoicing, payments and collections, tax, revenue recognition, renewals, and reporting and platform.
Each capability is graded from the vendor's own public website or documentation, and the page that proves it is linked on the tool's page. For 20 tools, the starting point was a research file built from the same public sources and checked again before publication; for one of them, the vendor confirmed some answers directly, and those answers count like the rest.
The base rule: nothing is estimated. A capability that is not documented scores zero: not an average, not a guess. A product can therefore be good and score low if its vendor publishes little.
No vendor pays to be listed, to move up or to be removed. Archipel Marketing is not ranked on any of the rankings it publishes.
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The scoring grid
How the 100 points are split
Quote and sell
15 ptsCatalog, CPQ, approvals and proposals: average level of 23 capabilities, each proven on the vendor’s public site or documentation.
Contracts and orders
15 ptsContracts, orders, amendments, co-terming and renewals: average level of 13 capabilities, each proven on the vendor’s public site or documentation.
Billing
15 ptsSubscriptions, usage, hybrid pricing, credits, proration and invoicing: average level of 12 capabilities.
Collections, tax and revenue
15 ptsPayments, dunning, receivables, tax and revenue recognition: average level of 16 capabilities.
Reporting, platform and AI
15 ptsMetrics, API, webhooks, CRM and ERP sync, AI agents and MCP: average level of 15 capabilities.
Integration ecosystem
20 ptsHalf: how many of six families are covered (CRM, ERP and accounting, payments, tax, e-signature, data warehouse). Half: number of named connectors, capped at 20.
G2 rating
5 ptsG2 rating out of 5, read manually on G2. A product without G2 reviews scores the panel average.
Why these weights
- The five process blocks weigh the same (15 points each). Quote-to-cash is a chain: a tool that excels at quoting but cannot bill a ramped deal breaks the process just as much as the reverse. No stage is favored.
- Integrations weigh 20 points. A quote-to-cash tool lives between the CRM, the ERP or accounting system, the payment gateway and the tax engine. Half the points go to how many of six families are covered (CRM, ERP and accounting, payments, tax, e-signature, data warehouse); half to the number of named connectors, capped at 20 so a long list of payment gateways does not outweigh breadth.
- G2 weighs 5 points. Almost every rating sits between 4 and 5, so the criterion separates tools little. A product without G2 reviews gets the panel average, neither rewarded nor penalized.
How a capability is graded
Each block score is the average level of its capabilities, on this scale.
| Core strength | 100% | a flagship capability, documented in depth |
| Supported | 80% | documented as part of the product |
| Add-on | 50% | available as a paid module or a sibling product of the same vendor |
| Via partner | 50% | available only through a third-party integration |
| Not documented | 0 | nothing public says the product does it |
Today, 17 of the 44 tools document capabilities in all 12 stages.
The four tiers
The raw score ranks; the tier compares. It is derived from the score mechanically, with no editorial override.
Leader
80 and above / 100
1tool
Strong performer
70 to 79.9 / 100
13tools
Established
60 to 69.9 / 100
8tools
Emerging
below 60 / 100
22tools
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