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SaaS Magic Number Benchmarks

Go-to-Market Efficiency — 29 companies tracked

Efficient GTM (0.75+)Coming Soon
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Data availability note

The SaaS Magic Number requires quarterly ARR snapshots and a breakdown of sales & marketing spend by quarter. Most public companies report ARR annually or disclose S&M spend as a combined line item. We are building the pipeline to extract this data from earnings transcripts and supplemental financial packages. Companies will appear here as data becomes available.

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Extract Magic Numbers from earnings transcripts

Feedalyze parses earnings call transcripts and supplemental financial packages to surface quarterly ARR disclosures and S&M spend data needed to compute the Magic Number.

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Magic Number Data

Data pending
CompanyTickerSectorMagic Numbervs. Median
AC
Appian Corporation
APPNLow-Code / No-CodeN/A
BH
Bill.com Holdings, Inc.
BILLFintechN/A
BI
Box, Inc.
BOXCloud StorageN/A
CI
Confluent, Inc.
CFLTData & AnalyticsN/A
DI
Datadog, Inc.
DDOGDevTools & ObservabilityN/A
DH
DigitalOcean Holdings, Inc.
DOCNCloud InfrastructureN/A
DI
Domo, Inc.
DOMOData & AnalyticsN/A
DI
Dropbox, Inc.
DBXCloud StorageN/A
EN
Elastic N.V.
ESTCDevTools & ObservabilityN/A
GI
GitLab Inc.
GTLBDevTools & ObservabilityN/A
HI
HubSpot, Inc.
HUBSMarketing TechN/A
MI
MongoDB, Inc.
MDBData & AnalyticsN/A
NR
New Relic, Inc.
NEWRDevTools & ObservabilityN/A
OI
Okta, Inc.
OKTASecurityN/A
PH
Paylocity Holding Corporation
PCTYHR TechN/A
PI
Pegasystems Inc.
PEGALow-Code / No-CodeN/A
RI
RingCentral, Inc.
RNGCommunicationsN/A
SI
Salesforce, Inc.
CRMCRM & SalesN/A
SI
SentinelOne, Inc.
SSecurityN/A
SI
ServiceNow, Inc.
NOWIT Service ManagementN/A
SI
Snowflake Inc.
SNOWData & AnalyticsN/A
TT
The Trade Desk, Inc.
TTDMarketing TechN/A
TI
Toast, Inc.
TOSTVertical SaaSN/A
TI
Twilio Inc.
TWLOCommunicationsN/A
VS
Veeva Systems Inc.
VEEVVertical SaaSN/A
WI
WEX Inc.
WEXFintechN/A
WI
Workday, Inc.
WDAYHR TechN/A
ZC
Zoom Communications, Inc.
ZMCommunicationsN/A
ZT
ZoomInfo Technologies Inc.
ZISales IntelligenceN/A

What is the SaaS Magic Number?

The SaaS Magic Number, introduced by Lars Leckie at Hummer Winblad, measures how efficiently a company converts sales and marketing spend into new ARR. It answers a simple question: for every dollar spent on go-to-market, how much annualized recurring revenue does the company generate? A score above 0.75 indicates efficient GTM; above 1.0 means each S&M dollar generates more than $1 in new ARR.

Formula:Magic Number = (Current Quarter ARR − Prior Quarter ARR) × 4 / Prior Quarter Sales & Marketing Spend

Interpretation:Magic Number ≥ 1.0 = Invest aggressively in sales and marketing. Magic Number 0.75–1.0 = Efficient GTM, steady growth. Magic Number 0.5–0.75 = Review CAC efficiency before scaling further. Magic Number < 0.5 = Re-evaluate GTM strategy. This metric is most useful for companies with explicit quarterly ARR disclosures and transparent S&M reporting.