The dominant enterprise CRM and system-of-record.
Original research touching Salesforce. Each study states its sample and method.
Every "state of AI in GTM" report is a survey of intentions. This one counts only what we could watch being built, deployed and used — and it separate…
Most "state of the stack" reports are self-reported surveys. This one is reconstructed from what these companies actually operate — and adjusted for a…
The market sorts by altitude — from high-margin strategy/IP at the top to commoditized ops delivery at the bottom. Altitude predicts M&A destiny: the …
How LeanScale runs delivery where Salesforce is involved.
Every Attribution project moves through the same four phases. Know what you produce in each — and know that, like CPQ, this is a project you win or lo…
Most playbooks start at Blueprint. This one starts before that — with three things that have to be true before you are willing to run the project at a…
Every CPQ project moves through the same four phases. Know what you produce in each one — and know that, like Quote to Cash, this is a project you win…
Half the bad advice online cites the wrong product. "Revenue Cloud" has meant three different things. When someone says "move to Revenue Cloud," they …
Every migration moves through the same four phases. The weight sits in phase one — get the Blueprint right and the other three go smoothly. 1 Blueprin…
Most playbooks are heaviest in Build. This one is heaviest in Blueprint — by a mile. Plan your time accordingly. 1 Blueprint Mine their systems for ev…
Every GTM Lifecycle project moves through the same four phases. Know what you produce in each one. 1 Blueprint Research their systems & company. Surfa…
Every Lead Routing project moves through the same four phases. Know what you produce in each one. 1 Blueprint Pick the routing model, map the channels…
Light on meetings, heavy on up-front analysis. Most of the value lands before the discovery call. 1 Blueprint Research inside + outside their systems;…
Every Quote to Cash project moves through the same four phases. Know what you produce in each one — and know that this is a project you win or lose in…
Territory design is unusual: almost all the work lands in Blueprint. If you do that part right you can one-shot the whole plan and get a green light i…
Real engagements involving Salesforce.
A software vendor's deals kept stalling at the sales-qualified stage because the buyer's internal champion had nothing credible to send upward. We bui…
A growth-stage AI company wanted its own go-to-market team running on AI rather than manual pipeline updates. LeanScale shipped a set of Claude-based …
A late-stage data and market-intelligence platform ran account-based campaigns whose personalization was generated by an internally built research pro…
A cybersecurity company's marketing-ops team was hand-correcting lead tier and channel values every week to keep dashboards defensible. LeanScale repl…
A software company with a customer base in the thousands wanted to know where expansion revenue actually comes from. Four analysis waves across CRM, p…
A B2B software company sells into a small, finite target list where form fills are far too rare to qualify on. LeanScale built a capped behavioral sco…
A PE-backed technology company ran leadership and board reporting out of spreadsheets and a bolt-on forecasting tool while nobody trusted the underlyi…
A growth-stage cybersecurity vendor had no rigorous way to tell reps which accounts to work. LeanScale built an account priority score, a competitor-d…
A marketing-technology company's Salesforce CPQ process was failing in ways that stopped real deals from moving. LeanScale worked the backlog — a bloc…
A growth-stage software company ran redlining and legal paper in a contract lifecycle system and quoting in a separate CPQ, but the two never fully me…
A B2B software company priced on a mix of fixed and consumption components across multi-year contracts that stepped up and down. The CRM held one ARR …
A governance-software company was running two customer-success platforms: its own, and a second one belonging to a separate business unit. We mapped t…
A long-lived Salesforce CPQ still worked but had drifted: hundreds of mostly-empty fields, three competing ways to calculate ARR, native amendment swi…
A financial-software company's lean in-house team needed more build-and-maintain capacity than it could carry across a tightly coupled Salesforce, Hub…
A financial-services data company's executives had stopped trusting their CRM pipeline. LeanScale re-derived the sales lifecycle from two years of act…
Every event produced a spreadsheet in a different shape and marketing was hand-researching names to make lists loadable. We built a duplicated-templat…
A B2B software company could not reconcile what its BDR team generated with what its dashboards showed. LeanScale rebuilt inbound and outbound attribu…
A growth-stage workforce-technology company was losing inbound leads and event contacts between MQL and pipeline, with attribution that did not agree …
An AI company scaling its sales org fast had a nearly empty Salesforce: no enrichment, no territory model, no routing, and inbound piling up in a defa…
A growth-stage AI company had no scored view of its market, so reps picked accounts on instinct. LeanScale built a weighted ICP matrix, the enrichment…
A financial-services technology company had a mature CRM in which the fields that actually predicted deal size were mostly empty, and was pushing into…
A marketing-technology company could not stand behind its MQL, lead-source or attribution numbers. LeanScale gave one system clear ownership of the MQ…
A B2B software company was running two Salesforce orgs that had grown up separately. LeanScale merged them into a single instance: field-by-field rati…
A software company was paying for two separate Salesforce orgs and had to be out of one before its contract lapsed. We merged roughly 625,000 records …
A long-established enterprise software company ran conflicting activity data across its CRM and its sales-engagement tool, so reps trusted neither. Le…
A professional-services firm ran outbound inside its CRM's native sequencing tool, with no signal layer and no reliable way to re-engage the people it…
A fintech's inbound routing ran on brittle custom Salesforce flows that threw duplicate and conversion errors and quietly dropped leads. LeanScale reb…
Event lead lists arrived unusable and CRM contacts had quietly gone stale. LeanScale built a reusable Clay table that waterfalls work-email lookups ac…
An executive sponsor at a financial-services technology company had prototyped AI sales agents with no path to production. In a fixed-term sprint, Lea…
A growth-stage AI company was adding sellers faster than process. LeanScale pushed opportunity-stage and contact-role validation rules into production…
An early-stage AI company with a handful of full-cycle sellers wanted the CRM to update itself after calls. We built an event-driven pipeline that tak…
A software company had outgrown a Salesforce CPQ where all discount accountability lived at the quote header, price tiers had multiplied, and system-g…
A technology company was collapsing an à-la-carte price list into tiered good/better/best packaging across its customer segments. LeanScale rebuilt th…
A business line was reporting monthly recurring revenue out of a personal spreadsheet left behind when the role turned over. LeanScale rebuilt the sub…
Marketing and sales reporting was split across HubSpot and Salesforce with no consistent campaign taxonomy and tens of thousands of duplicate company …
A workforce-technology company's home-grown quoting logic broke on multi-year and ramped contracts. LeanScale rebuilt quoting across five quote types …
A financial-services software company sells subscriptions through direct, partner-led and channel motions, and years of that complexity had accumulate…
A sales-technology company lost its CPQ during a CRM consolidation and could not send contracts at all. LeanScale built the replacement in DealHub — c…
A growth-stage workforce-technology company ran two regional sales teams on inconsistent processes with no forecasting discipline. LeanScale rebuilt t…
A B2B software company needed off Salesforce CPQ before it retired, with no clean handling for ramped or multi-year deals. LeanScale implemented DealH…
A late-stage software company committed to moving off a legacy marketing automation platform onto a new one. The single most valuable thing we did was…
Forecast hygiene had eroded at a long-established enterprise software company: large deals sat open indefinitely in an omitted category with no activi…
A workforce technology company's CRM had accreted a legacy ERP integration and its middleware layered over thousands of order and quote records, plus …
A software company's marketing ops team had hand-fixed the same four CRM exception reports for years — blank sources, mis-stamped tiers, missing tier …
A company's sale contained two separate commercial events on one opportunity record type: one closed by the sales team, the second closed months later…
A growth-stage cybersecurity vendor's Salesforce org had accumulated years of layered automation, producing intermittent lead-conversion failures and …
A subscription software platform ran a self-serve trial funnel alongside an enterprise sales motion, with every inbound lead matched, segmented by com…
A late-stage AI company was hiring an enterprise sales organization from close to zero while committing constrained physical capacity to customers it …
A marketing-technology company's demand-generation team inherited a brand-new Clay workspace with no in-house expertise and a finite credit balance. L…
A late-stage AI company earned revenue three different ways — subscription, metered consumption, and cloud-marketplace usage — and none of it reconcil…
A financial-technology company lost its third-party lead router when the subscription lapsed, with no documentation of how routing worked. LeanScale r…
A cybersecurity software company needed to prove its inbound leads were actually being worked. LeanScale measured the full lead-to-first-touch chain, …
Conversation, not measurement.
Jimmy O'Halloran on the operator's playbook for RevOps, sales enablement, and consumption revenue
Irina Denisenko on FedRAMP, the federal sponsor bottleneck, and turning a 3-year, $3M gauntlet into 90 days
Former USC Marketing Chair Gary Frazier on brand, niche, the flattening sales org, and why the CMO lost the C-suite
Michael Kiernan on 'Human + Agentic GTM' — where AI belongs in the revenue motion, and where it doesn't
Jerry Brooner on four exits, the secret pre-IPO roadshow, the truth about startup equity, and why every revenue leader should be building their own agents
Tessa Whittaker on the strategic layer AI can't automate, and leading enterprise AI transformation
Andrew Geisse (CRO, Pallet) on honest GTM planning, POCs that actually convert, and selling AI into a $12T industry
Joshua Trott on selling in heavy industries, RevOps as the operational backbone, and why delivery — not the deal — is the real contract
Leigh Gross (CRO, Synctera) on 20-person fintech deals, why RevOps is your first GTM hire, and the mid-funnel AI use case nobody talks about
Scott Sinatra on MEDDPICC, the new multi-threading, why POCs are the default, and building go-to-market for enterprise AI's chaos
Guy Rubin on the $78B revenue benchmark, the ICP-vs-TAM trap, and why AI on a broken GTM makes everything worse
Pete Shelton (CRO, Fullcast) on the CRO Dilemma, continuous planning, and becoming the operator your CRO can't run the business without
Yasin's build-along on the folder-and-file architecture behind LeanScale's agentic operating system
A live build-along: AI agents for sales, sales management, marketing, customer success, and RevOps — plus the 2026 agent-platform landscape
PartnerStack CRO Mike Head on AEO, why LLMs trust third-party content, and how partnerships became the highest-leverage growth channel
Brett Kelly on the RevOps-to-CRO path, leading 20-year veterans through reinvention, and why AI means producing more — not cutting staff
Tyler Molinaro on compressing government sales cycles, hiring for problem-solving over pedigree, and using AI agents to make a lean team outbuild a funded one
Alex Shartsis on why speed beats perfection, the eroding CRM moat, and building GTM for an AI world
Robert Moseley on why CRMs break, and how AI removes humans from the data
Andy Mowat on where scaling companies neglect the fundamentals — enablement, data foundations, GTM tooling, and the RevOps career
Polytomic founder Ghalib Suleiman on breaking the data–RevOps silo, syncing product and billing data into your CRM without engineering, and why empathy is a revenue lever
Ebsta founder Guy Rubin on the 2025 B2B Sales Benchmark Report — sales velocity, deep ICP over TAM, and ruthless qualification.
Vlad Cazacu on building Flowlie, running fundraising like a real process, and why raising is 80% preparation
Theo Pavlich on hiring RevOps talent for curiosity over pedigree, why an unconventional background is an edge, and taming GTM tool sprawl
Prakash Raina on unifying CPQ, billing, and rev rec — and letting reps quote straight from Slack
Amplemarket founder Micael Oliveira on building a consolidated, AI-plus-human GTM platform — and why signals and timing beat volume
Yogi Punjabi on building PeopleLens — an AI layer that makes every rep a better performer and every manager a better coach
Ebsta's Adam Roberts on the data foundation behind revenue intelligence — relationship scoring, AI qualification, pipeline visibility, and bottoms-up forecasting
Zev Lebowitz demos Attio — the AI-native CRM that molds to your motion instead of forcing you into someone else's
Steve Dinner on running a high-output RevOps team with zero in-house admins or devs — agile, structure, specialist contractors, and AI
LeanScale co-founder Anthony Enrico on the Traction podcast — the modern, revenue-per-FTE GTM playbook for AI-era startups
James Kase on ruthless prioritization, protecting focus, and why saying no is a RevOps power move
Vish on being the Hand of the King — how RevOps operators win on trust, structure their days, and grow toward the corner office
Stephanie Ucko on taking RevOps from a pre-IPO startup to a public company — SOX, quote-to-cash, and building to a post-IPO standard
Guy Rubin on Ebsta's 2025 GTM Benchmark Report — ruthless qualification, the 11x velocity delta, expansion revenue, and why you fix dirty data with a machine, not sellers
Spencer Hodgson on betting on channels and reps with expected value
Ocean.io founder Michael Heiberg on vector-based lookalike targeting, micro-targeting over mass outreach, and the two generations of GTM AI
Adrian Diaz on building a customer success operations function from scratch — processes, tech, health scoring, and staying close to the customer
Pratz (Origin) on bringing consultant-grade hypothesis-driven problem solving to RevOps
Bernardo Alves and Cameron Legge join Anthony Enrico to unpack what the Clari–Groove deal means for the sales tech stack and how RevOps should respond
Bernardo and Anthony Enrico on the three metrics that tell you if you'll hit your number — and how to calculate them without fooling yourself
Cameron Legge and Anthony Enrico on when to start RevOps, the first hires, and which executive it should report into
LeanScale Chief Architect Henrique Sakai on the five CRM foundations that make your revenue data trustworthy
Cameron Legge on designing fair, efficient sales territories for B2B SaaS
LeanScale systems architect Christopher Martyen on debugging, generating, and translating Salesforce config with ChatGPT
Bernardo Alves on what actually makes multi-touch attribution difficult — and the pragmatic first steps most teams should take instead