01
This is read from live systems, not a survey
Built from inside more than fifty companies' actual systems — live delivery data, projects in flight, hundreds of calls and over fifty customer Slack channels, all anonymised. Anthony's contrast is that every other state-of-the-stack report asks people to describe the stack they wish they had.
Why it matters: Weight stack research by how it was collected. Self-reported tooling surveys measure aspiration and recall; systems data measures what is wired in.
RevOps LeadersRevenue ExecutivesFounders
02
Your stack is gravity, not strategy
Reading fifty stacks side by side, the big decisions turn out to be determined rather than chosen. Headcount decides the CRM; the pricing model decides whether metering exists. The same handful of patterns recur, and none of them is what a vendor describes.
Why it matters: Reframe the planning question from what should my stack be to which parts are already decided for me and where is the gap I actually need to fix.
RevOps LeadersRevenue ExecutivesFounders
03
Salesforce versus HubSpot is a headcount question
Under 200 employees it is roughly a coin flip. Past 200 it jumps to 85% Salesforce. Over a thousand employees, every single company in the panel runs it. Anthony's read is that nobody at that size is choosing it out of affection — it is where everyone ends up.
Why it matters: If you are heading past 200 people, stop spending strategy cycles on the CRM debate. It is not a failure of imagination to land where the gravity points.
FoundersRevOps LeadersRevenue Executives
04
"We use HubSpot" and "HubSpot is our CRM" are different statements
HubSpot is wired into 77% of these companies but only about one in five run it as the CRM. For most it is the marketing engine sitting underneath a Salesforce system of record, which is in 63%.
Why it matters: Adoption figures that do not separate system-of-record from adjacent use will overstate CRM share. Ask which job the tool is doing before reading a number as market share.
RevOps LeadersMarketing Leaders
05
Gong does not lead conversation intelligence, it constitutes it
About half the panel systematically records and analyses sales calls, and Gong is nearly 80% of those companies. Anthony's phrasing is that it basically is the category.
Why it matters: In a category this concentrated, the meaningful decision is whether to do conversation intelligence at all — roughly half these teams still do not — rather than which vendor to pick.
Sales LeadersRevOps Leaders
06
The metering gap: 24 price on usage, five actually meter it
Almost half the panel prices on usage or a hybrid, but only five run real metering infrastructure — an engine that measures consumption and turns it into an invoice. The other nineteen reconcile in spreadsheets and hand-built Salesforce objects, then invoice off that.
Why it matters: Usage-based pricing without metering infrastructure is a manual billing process wearing a modern pricing model. Check whether the pricing decision was ever followed by the systems work it implies.
FoundersRevenue ExecutivesRevOps Leaders
07
Every manual step between usage and invoice is a place money falls out
Anthony's illustration is an $8M usage-revenue business where the invoice number comes off a hand-updated Google Sheet. One wrong cell and you have either undercharged your best customer or overcharged them straight into a churn conversation — and most of these teams have a dozen such steps.
Why it matters: Count the manual handoffs between the usage data and the invoice. The risk is symmetric: silent revenue leakage in one direction, an avoidable churn conversation in the other.
Revenue ExecutivesFoundersCustomer Success
08
The pricing model outran the tooling and nobody went back
The move to usage-based pricing happened across a large slice of software in a few years. The billing infrastructure to support it largely did not follow, leaving the gap open at companies with real revenue running through it.
Why it matters: Treat a pricing-model change as a systems commitment with a deadline, not just a go-to-market decision. The gap does not close on its own and grows with the revenue running through it.
FoundersRevenue Executives
09
The CPQ hole sits exactly where deals close
Only 21% of the enterprise-selling teams in the panel have configure-price-quote — the system that turns a deal into a signed number. It is among the most consistently missing layers in the whole stack.
Why it matters: The absence is not random. Expensive systems touching money are under-funded relative to their proximity to revenue, and CPQ is the clearest example.
Sales LeadersRevenue ExecutivesRevOps Leaders
10
Clay went from nothing to number three in four years
Four years ago Clay barely existed. It is now in 44% of these stacks, third on the board, past the incumbents outbound was built on for a decade.
Why it matters: Read it as a signal about procurement shape rather than about one vendor — the market moved from big database and big contract toward composable tools bought in smaller pieces.
RevOps LeadersMarketing LeadersSales Leaders
11
Cheap composable tools spread; expensive revenue systems quietly go unbuilt
The two findings are the same finding from opposite ends. Affordable, AI-native, composable tooling is everywhere in the panel, while metering and quote-to-cash — the systems that touch money — are where the holes are.
Why it matters: Adoption speed tracks price and ease of purchase rather than proximity to revenue. Budget deliberately against that bias, because nothing in the buying process corrects for it.
FoundersRevenue ExecutivesRevOps Leaders
12
Almost every company lives in one of five stack archetypes
The enterprise Salesforce suite; the HubSpot growth stack, an all-in-one default under 200 people; the modern AI-native lean stack, deliberately thin with Clay and a warehouse doing the heavy lifting; the dual CRM in transition, running Salesforce and HubSpot in parallel mid-migration or permanently split after an acquisition; and the consumption stack, usage billing wired to a real metering engine.
Why it matters: From the inside a stack feels bespoke; from outside it is a pattern. Placing yourself in an archetype tells you which gaps are structural to your shape rather than unique to you.
RevOps LeadersFoundersRevenue Executives
13
Fix where the stack touches money, not the shiny new tool
Anthony's operator advice: if you bill on usage and reconcile by hand, that is this quarter's work — the boring spreadsheet sitting between the usage data and the invoice, and the same story for quote-to-cash.
Why it matters: The unglamorous systems touching revenue are exactly the ones nobody funds until they break. Prioritising by visibility systematically defers them.
Revenue ExecutivesRevOps LeadersFounders
14
Three tiers to buy in: table stakes, motion-driven, frontier
All 176 tools sort into tier one — CRM, marketing automation, enrichment — bought at any stage; tier two — sales engagement, CPQ, warehouse, routing — added when the motion demands it; and tier three, the frontier of next-gen CRM, AI agents and usage metering.
Why it matters: Usage metering is the single place the market is visibly under-tooled, which makes it both the clearest gap to fix and the thinnest vendor landscape to fix it in.
FoundersRevOps Leaders
15
The winners are not the teams with the most tools
Anthony's through-line: the teams that do well stopped fighting decisions already made and went and fixed the two or three gaps that actually leak money.
Why it matters: Stack maturity is not tool count. Measure it by whether the paths where revenue moves are instrumented and automated.
FoundersRevenue ExecutivesRevOps Leaders