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Metrics · 38

• ACVAnnual / Average Contract Value The annualized value of a customer contract. Average ACV benchmarks deal size and is the primary input to choosing a GTM motion. C4
• ARPAAverage Revenue Per Account Mean recurring revenue per customer account over a period. C4
• ARRAnnual Recurring Revenue Contracted, recurring (usually subscription) revenue normalized to one year. The headline SaaS growth metric. C4
• ASPAverage Selling Price The average price a product or class of products sells for in a market or channel. C4
• Attributionattribution modeling, multi-touch attribution (MTA) Assigning credit for revenue/conversions to the marketing and sales touchpoints that influenced a deal — first-touch, multi-touch, or influenced-opportunity models. C4
• Average Deal Size Mean revenue value of closed-won deals over a period; used to forecast and to design the motion. C4
• Billings The total value of payments actually collected for committed contracts (vs. bookings, which is signed value). C4
• Booking Rate The percentage of outbound touches/conversations that result in a scheduled meeting — a core SDR performance metric. C4
• Bookings The total dollar value of new contracts signed in a period (in ACV or TCV) — a forward growth indicator. C4
• CACCustomer Acquisition Cost The total sales+marketing cost to acquire one new customer. The core efficiency denominator. C4
• CAC PaybackCAC payback period How many months of gross margin it takes to recoup CAC. A core capital-efficiency metric. C4
• Churnchurn rate, logo churn, gross revenue churn The rate at which customers (logo churn) or revenue (revenue churn) is lost over a period. The leak in the bucket. C4
• Closed-Won / Closed-Lost Terminal opportunity outcomes — a deal signed (won) or definitively dead (lost). Lost deals often re-enter nurture rather than disappearing. C4
• Cohort Analysiscohort retention Tracking the retention, engagement, or expansion of a defined group of customers (usually grouped by signup period) over time, rather than blended averages. Reveals whether the product is actually improving and exposes churn that averages hide. C4
• CPLCost Per Lead The average cost to generate one lead; a top-of-funnel efficiency metric. C4
• Dark Funneldark social The untrackable influence (podcasts, communities, word-of-mouth, peer DMs) that drives buying but evades attribution software. C4
• Deal Healthdeal scoring A scored read on how likely an opportunity is to close, often derived from qualification (e.g. MEDDPICC) completeness, feeding the forecast. C4
• Expansion Revenue Additional recurring revenue from existing customers via upsell, cross-sell, and upgrades. C4
• Forecast Accuracy How closely sales forecasts match actual results over time. The credibility metric for RevOps and the basis for reliable planning, hiring, and capital allocation; poor accuracy usually traces back to loose stage definitions. C4
• GRRGross Revenue Retention Recurring revenue retained excluding expansion — pure leak measure; capped at 100%. C4
• Leading vs Lagging Indicators Leading indicators are early signals (demo requests, conversations) that predict outcomes; lagging indicators are the outcomes themselves (revenue, CAC). Healthy GTM measurement tracks both. C4
• LTVLifetime Value, CLV / LTV The total revenue (or gross profit) expected from a customer over the whole relationship. C4
• LTV:CACLTV-to-CAC ratio Lifetime value divided by acquisition cost; a headline measure of GTM efficiency (3:1 is a common rule-of-thumb target). C4
• Magic NumberSaaS Magic Number A sales-and-marketing efficiency ratio: net new ARR in a quarter divided by the prior quarter's S&M spend. Above ~1.0 suggests acquisition is efficient enough to invest harder; below ~0.75 says fix the engine before spending more. C4
• MRRMonthly Recurring Revenue Recurring revenue normalized to one month; ARR/12 for steady subscriptions. C4
• NPSNet Promoter Score A loyalty metric based on how likely customers are to recommend the product. C4
• NRRNet Revenue Retention, NDR Recurring revenue retained from existing customers including expansion, net of churn and contraction. Above 100% means the base grows without new logos. C4
• Pipeline Coveragepipeline-to-quota ratio Pipeline value divided by quota, estimating whether there's enough in-progress business to hit target. ~3–4x is a common healthy SLG benchmark. C4
• Retention The degree to which customers stay and keep paying; the foundation of recurring-revenue economics. C4
• Rule of 40 A SaaS health benchmark: revenue growth rate (%) plus profit margin (%) should sum to at least 40. Codifies the growth-versus-profitability trade-off — high growth can justify low margin and vice versa, but failing both signals trouble. C4
• Sales Cyclesales cycle length The average time from first opportunity to closed-won. Longer for high-ACV, multi-stakeholder deals. C4
• Sales Forecastingforecast, commit Predicting future revenue from historical data, trends, and current pipeline. 'Commit' is the number a rep stands behind. C4
• Sales Velocity The rate at which deals move through the pipeline to generate revenue — a function of opportunity count, average deal size, win rate, and cycle length. C4
• Self-Reported Attribution Asking buyers directly ('How did you hear about us?') to capture influence that tracking software misses. C4
• TCVTotal Contract Value The cumulative value of a contract across its full term, including recurring and one-time charges. C4
• Vanity Metrics Numbers that look good but don't tie to revenue (impressions, raw downloads). The trap of optimizing for activity instead of outcomes. C4
• Win Rate The percentage of qualified opportunities that become closed-won. ~20–25% on qualified oppties is a common SLG benchmark. C4
• Win/Loss Analysis A structured post-decision review capturing why buyers chose you (win) or a competitor/no-decision (loss). The feedback loop that corrects ICP, positioning, messaging, and the sales process based on real buyer reasons rather than internal assumptions. C4

Sales & qualification · 36

• Account ExecutiveAE The quota-carrying rep who runs discovery, demos, and negotiation and owns closing the deal. C3
• Account Expansion Growing revenue within existing accounts through upselling, cross-selling, and seat/usage growth. C3
• Account ManagerAM Owns the ongoing relationship with existing accounts, focused on retention and growth post-sale. C3
• Battlecard A quick-reference enablement asset on a competitor or objection — how to position against and respond. C3
• Buying Committeebuying group, DMU (decision-making unit) The set of people inside an account who collectively influence a B2B purchase — economic buyer, champion, technical evaluators, end users, procurement, legal. C3
• Buying Intent The inferred likelihood that a person or organization will purchase, read from behavior. C3
• Buying Signal A verbal or behavioral cue that a prospect is moving toward purchase (pricing-page visit, demo request, job change). C3
• Champion An internal advocate inside the buying account who sells on your behalf and navigates the org. A key MEDDIC qualifier. C3
• Cold Email Unsolicited outbound email to prospects who haven't engaged. Depends on deliverability, list quality, and personalization at scale. C3
• Critical Eventcompelling event A dated, external trigger creating urgency and a deadline to buy (contract expiry, compliance date, launch). The 'why now' in deal form. C3
• Cross-Sell Selling an additional, complementary product to an existing customer. C3
• Customer SuccessCS, CSM The post-sale function ensuring customers achieve their desired outcomes, driving adoption, retention, and expansion. Not 'support with a nicer name'. C3
• Deal Desk A team/process that manages complex deals for pricing, approvals, compliance, and profitability. C3
• Decision Criteria The explicit factors a buyer will use to choose a vendor. Shaping these in your favor is core to complex-deal strategy. C3
• Decision Process The actual steps (technical eval, procurement, legal, sign-off) the buyer takes to purchase — mapping it prevents late-stage surprises. C3
• Discoverydiscovery call The early sales conversation to understand the buyer's situation, pain, and process before proposing a solution. C3
• Domain Warm-Up Gradually ramping sending volume on a new domain to build sender reputation and protect deliverability. C3
• Economic Buyer The person with financial authority to approve the purchase. A key MEDDIC qualifier. C3
• Email Deliverability Whether outbound email actually lands in the inbox; managed via domain reputation, warm-up, and volume control. C3
• Field Sales An outside-sales model where reps meet prospects in person, typical for high-value enterprise deals. C3
• Identify Pain Surfacing the buyer's real, quantified problem — the basis for value and urgency. Shared across MEDDIC and SPICED. C3
• Inside Sales Selling remotely (phone, video, email) rather than in person; higher velocity, lower cost per touch. C3
• Multi-Threadingmultithreading Building relationships with several stakeholders across the buying committee at once, rather than relying on a single contact. Reduces single-point-of-failure risk (your champion leaves, a blocker emerges) and tends to raise win rates on complex deals. C3
• Mutual Action PlanMAP, close plan, joint execution plan A shared, dated plan co-owned by the seller and the buyer that lays out the steps, owners, and milestones from evaluation to signed contract and go-live. Surfaces the real decision process and creates joint accountability to a timeline. C3
• Opportunityoppty, deal A qualified potential sale being actively worked in the pipeline, with a value and expected close date. C3
• Pipelinepipe The total view of in-progress deals for a rep or team, with stages, expected value, timing, and likelihood to close. Distinct from the funnel: a single path from demand → nurture → sales. C3
• Proof of ConceptPOC, pilot A limited trial proving the product works for the buyer's specific case before full commitment. C3
• Quota The revenue target a rep or team is expected to hit in a period; the denominator for pipeline-coverage math. C3
• Sales Enablement Equipping reps with the content, tools, training, and playbooks needed to sell effectively and move pipeline faster. C3
• Sales EngineerSE, solutions engineer The technical seller who provides proof (demos, POCs, architecture) alongside the AE in complex deals. C3
• Sales Playbook The documented, repeatable plays, messaging, and process a team follows for a given motion or segment. C3
• Sales Sequencecadence A predefined series of outbound touches across channels, executed via an SEP, designed to book meetings. C3
• Sales Stagespipeline stages The defined steps an opportunity moves through, e.g. identified → qualified → proposed → closed. Stage definitions must be enforced for forecasting to work. C3
• SDR / BDRSales/Business Development Representative, xDR Entry-level sales role focused on finding and qualifying new prospects and booking meetings to feed AEs. SDR often = inbound; BDR often = outbound (usage varies). C3
• Territory Managementterritory planning, carving Dividing the market into territories (geographic, vertical, or account-based) and assigning reps to maximize coverage, minimize overlap and conflict, and balance quota potential. A core RevOps planning exercise each fiscal year. C3
• Upsell Moving a customer to a higher tier or larger plan than they currently have. C3

Agentic GTM · 20

• Agent Cost Profileagent vs software economics Agents invert the cost/reliability profile of traditional software: LOW marginal cost of creation (natural-language programming) but HIGH marginal cost of execution (per-call model spend), LOW reliability, and COMPOUNDING failure modes — the mirror image of deterministic software (high to build, near-zero to run, high reliability, non-compounding failures). C6
• Agent FinOpsFinOps controls, agent cost governance Tracking and managing what agents spend per task, per account, or per partner, to control CAC and protect ROI. Because agent execution cost is high and usage-based, ungoverned agent spend flows directly into CAC and can move it the wrong way — so FinOps is a new cost-control discipline inside the unit-economics layer. C6
• Agentic GTMagentic GTM workflow, agentic OS for GTM A go-to-market operating model in which AI agents autonomously execute multi-step sales and marketing tasks (research, personalization, routing, CRM writeback) under human supervision, chaining conditional actions on real-time signals. Augments reps rather than replacing them; the agent owns admin and judgment-light work, humans retain relationship, creativity, and authority. C6
• Audit Loggingauditability, agent traceability Logging every agent action to the system of record with a timestamp and agent identifier, so any outcome can be traced to its source and reviewed. The accountability layer that makes agent behavior debuggable and lets ops catch regressions and drift. C6
• Coefficient Compressionrep variance compression, lifting the floor The distributional effect of agentic augmentation: agents lift developing reps toward top-rep performance, raising the FLOOR of the conversion-rate distribution more than the ceiling. So 'improving conversion' with agents means shrinking variance across the team, not just nudging the average — the pipeline impact compounds from the bottom. C6
• Compounding Failureerror propagation, compounding error modes The property that errors in a multi-step agent chain propagate and amplify downstream, unlike traditional software whose failures are typically non-compounding. A small early misjudgment (wrong account read) cascades into wrong research, wrong draft, wrong send. The structural reason human-in-the-loop checkpoints and guardrails are non-negotiable. C6
• Context Engineering Ensuring an agent uses the right model with the right prompt, relevant knowledge and account context, and precise guidelines on how to use it. The discipline (successor to prompt engineering) that determines whether an agent's reasoning step is grounded or hallucinated. C6
• Data Quality Gate A guardrail that lets an agent act only on contacts meeting a quality bar — verified email plus a minimum set of enriched fields. Prevents the most common agentic failure mode: agents working from stale or incomplete data at machine speed and scale. C6
• Escalation Pathhuman handoff trigger A predefined rule for which signals force an agent to hand a situation to a human: pricing questions, legal mentions, negative sentiment, or any high-stakes edge case. The safety valve that keeps an autonomous agent from acting where authority or relationship judgment is required. C6
• GTM OSagentic GTM operating system, unified GTM platform A platform that runs a system of GTM agents at scale, providing the shared services that make it an operating system: workflow orchestration, scheduling, context engineering, security/access rings, an agent UX layer, and FinOps cost controls. Positioned against point tools — consolidation reduces the coordination overhead that makes multi-tool agentic workflows brittle. C6
• Guardrailsagent controls, governance controls The control set that keeps agentic workflows from producing high-volume low-quality output that poisons pipeline data and sender reputation: data-quality gates (act only on verified, enriched records), human-in-the-loop thresholds, escalation paths, and audit logging. Governance and data quality are the difference between a workflow that scales and one abandoned after POC. C6
• Human-in-the-LoopHITL, human checkpoint, approval gate A required human review/approval step before an agent action takes effect. Serves two purposes: safety (a single mistimed touch can destroy relationship capital) and — less obviously — error interruption and data collection, since each human edit is a labeled correction the agent learns from. The checkpoint that breaks the compounding-error chain. C6
• Learning Loopagent feedback loop, memory loop The mechanism by which an agent improves from use: human edits are diffed against the original, structured observations are extracted and stored (e.g. per-rep style memory), and every future run reads them before acting. Human-in-the-loop doubles as the data-collection engine — the loop that turns the execution tier into a learning system. C6
• Next-Best-ActionNBA The agent's decision, given the current account state and signals, of the single most valuable next move — which channel, which message, which person, or an internal alert to a rep. The 'act' output of the agent loop, chosen rather than triggered. C6
• Phased Rolloutcrawl-walk-run, POC-to-scale Deploying agentic GTM in escalating phases to avoid the ~30% of GenAI projects abandoned after POC: Phase 1 lowest-risk highest-signal loop (research -> draft -> CRM writeback, every message rep-approved), Phase 2 signal-driven routing and multi-channel, Phase 3 governance, thresholds, audit, and quarterly benchmarking. Prove ROI against a manual control group before expanding. C6
• Sense-Reason-Act-LearnSRAL, agent loop, the agentic cycle The atomic four-step cycle an autonomous GTM agent runs: sense signals (zero/first/third-party data, intent), reason over them against a knowledge base and policies, act across channels and systems, and learn from outcomes and human corrections. The unit that populates the execution tier — distinct from rule-based automation, which only triggers preset actions. C6
• Signal-to-Revenue The end-to-end motion of turning a raw buyer signal into pipeline: capture signal -> enrich with context -> qualify fit/readiness -> decide next-best-action -> execute in the right channel, with shared account intelligence across teams. The agentic answer to the fragmented stack where signals sit in separate tools and revenue leaks at the seams. C6
• Subagentcompiled subagent, specialized agent A lightweight agent with a constrained tool set and a structured output schema that acts as a contract with a parent agent. Spawned one-per-task (e.g. one per account), kept tool-isolated for predictable output, and run in parallel for scale. C6
• Task-to-Role Matrixagent-owned / agent-assisted / human-owned mapping An explicit per-process-step decision of whether each task is agent-owned, agent-assisted (human reviews), or human-owned. The practical core of an augmentation strategy: agents take repeatable low-judgment steps (research, first-draft, writeback, routing), humans keep discovery, negotiation, multi-threading, and governance. C6
• Workflow Orchestrationagent orchestration, multi-agent coordination Reliable execution and coordination across multiple agents and steps — enforcing order, handling spiky inputs, managing inter-agent handoffs and durable long-running runs. The platform service that turns isolated agents into a dependable system (e.g. parent agent spawning constrained subagents per account in parallel). C6

Demand · 16

• Case Study A documented customer success story used as a BOFU proof point. C5
• Content Syndication Distributing content through third-party networks to reach and capture leads beyond your own audience. C5
• Demand Capture Converting existing, active interest into qualified pipeline — prospects already searching for a solution. C5
• Demand Creation Building awareness among audiences who don't yet recognize they have the problem you solve. C5
• Demand Generationdemand gen Full-funnel marketing that builds awareness, interest, and preference to create a predictable pipeline. Combines demand creation (new awareness) and demand capture (converting existing interest). C5
• Gated Content Content (ebooks, reports) placed behind a form to capture lead contact info in exchange for access. C5
• Inbound Demand where the prospect initiates contact, having been pulled in by content/SEO/brand. Contrast with outbound. C5
• Intent Databuyer intent Behavioral signals (content consumption, search surges, site visits) indicating an account's active interest in a topic or category. C5
• Intent Surgesurge (e.g. Bombora) A spike in an account's research activity around a topic, used as a trigger to prioritize outreach. C5
• Lead Generationlead gen The narrower practice of capturing contact information and maximizing lead volume, typically via gated content and forms. C5
• Lead Scoring Assigning points to leads based on firmographic/persona fit and behavioral/intent signals; crossing a threshold promotes a lead to MQL. Often weighted (e.g. fit 40% + engagement 60%). C5
• Nurturenurture flow, lead nurturing, drip A structured sequence of communications (often automated) that moves leads through the funnel by delivering stage-appropriate value until they're ready to buy. C5
• Predictive Lead Scoring AI/ML-driven scoring that uses historical conversion data to predict which leads will convert, rather than hand-set point rules. C5
• Signal Taxonomyzero-party / first-party / third-party data The classification of buyer signals by source: zero-party (volunteered directly, e.g. a form or preference), first-party (your own observed behavior, e.g. site visits, product usage, badge scans), and third-party (external intent and firmographic data). Determines reliability and how a signal should be weighted in scoring and routing. C5
• Speed-to-Leadlead response time How fast a high-intent lead gets a response. Best-in-class is under ~10 minutes during business hours; latency loses deals to competitors. C5
• Thought Leadership Authority-building content that positions a brand or person as a trusted expert, keeping them top-of-mind during the buying journey. C5

Motions · 14

• Advocacyreferrals, word-of-mouth Existing customers actively recommending the product, generating high-trust pipeline. C2
• Channel/Partner-Ledchannel sales External partners (resellers, VARs, integrators, alliances) source, influence, and close deals on your behalf, tapping their existing trust and reach. C2
• Community-Led Customers, fans, and builders drive awareness, acquisition, and expansion. Instead of marketing TO an audience, you create space for them to market WITH you. C2
• Content-Led A content engine (SEO pages, tutorials, thought leadership) creates organic demand and captures search intent over time. C2
• Ecosystem-LedELG Growth driven by integrations, marketplaces, and ecosystem partners that make the product more valuable inside partner workflows. C2
• Event-Ledevent-led growth In-person and virtual events are the primary channel for pipeline generation and engagement. C2
• GTM Motiongo-to-market motion, sales motion The primary engine by which you acquire and expand customers. Motions are composable (different motions for different segments) and selected largely by deal size (ACV). C2
• Hybrid MotionPLG+SLG, product-led sales (PLS) Blends self-serve adoption with sales-assist: the product drives initial adoption and qualification; sales steps in when complexity, deal size, or expansion justifies it. The realistic norm for most software. C2
• Land and Expand A motion that wins a small initial footprint, then grows it within the account over time. The economic engine behind NRR. C2
• Marketing-Led / Inbound-Led Pull demand via content, SEO, and organic channels so leads arrive already trusting the brand; sales engages later. C2
• Outbound-Led Proactively reach prospects who have not discovered you, via cold email, calls, and sequences. The hardest execution layer; bad data and generic messaging kill it. C2
• Paid-Led Paid media generates awareness and traffic quickly through targeted media buying; fast and scalable but stops when spend stops. C2
• Sales-Led GrowthSLG, sales-led Human sales reps drive growth through relationships and structured processes. Fits complex, high-ACV enterprise products needing customization. C2
• Word-of-MouthWOM Organic peer recommendation; the growth mechanism behind community-led motions and much of the dark funnel. C2

Frameworks · 13

• 4 PsProduct, Price, Place, Promotion The classical marketing-mix abstraction sitting beneath the GTM build sequence. Useful for messaging-level decisions but not a substitute for full GTM strategy. C1
• AIDAAttention, Interest, Desire, Action A classic funnel/communication model of buyer progression, historically used by marketing. C1
• BANTBudget, Authority, Need, Timing IBM's 1950s lightweight qualification framework. Four criteria for a fast read on whether a prospect can buy. Best for high-velocity, low-ACV, short-cycle deals with 1–2 decision makers. C1
• Bowtie Model Winning by Design's customer-journey model extending the funnel through post-sale: Acquisition (lead gen → development → qualification → closed-won) → Handoff (onboarding, first value) → Retention & Expansion (adoption → renewal → expansion). Visualizes the whole recurring-revenue lifecycle as a bowtie. C1
• CHAMPChallenges, Authority, Money, Prioritization A relationship/challenge-first qualification framework, leading with the buyer's problems rather than budget. C1
• GTM AI Maturity LadderGTM AI adoption model A maturity progression for AI in GTM: AI chatbots (reactive, content/research) -> AI copilots (narrow task automation) -> standalone agents (single customer-facing workflows like AI SDR) -> agentic OS (broad, proactive, auto-pilot, customizable guardrails and FinOps). Higher rungs add autonomy, breadth, proactiveness, and governance; most value sits at the top, most deployments at the bottom. C1
• GTM Operating SystemGTM Partners' eight pillars An advisory framework (GTM Partners) defining the core pillars every GTM strategy should cover; widely used as a checklist of components. C1
• MEDDICMetrics, Economic Buyer, Decision Criteria, Decision Process, Identify Pain, Champion; ext. MEDDICC (+Competition), MEDDPICC (+Paper Process) A deal-qualification methodology (Dunkel & Napoli, PTC, mid-1990s) for complex enterprise sales, applied continuously across the cycle. Best for $50K+ ACV, multi-stakeholder, long-cycle deals; its eight extended qualifiers map directly to deal-health scoring and forecasting. C1
• Sales Methodology A comprehensive set of principles guiding HOW a team sells across the whole cycle (e.g. MEDDIC, Challenger, SPICED), distinct from a one-time qualification framework. C1
• Sales Qualification Framework A checklist applied early to assess whether a lead/deal is worth pursuing (BANT, CHAMP, etc.). Often combined: a light one for SDRs, a deep one for AEs. C1
• SPICEDSituation, Pain, Impact, Critical Event, Decision Winning by Design's methodology focused on recurring impact and understanding the buyer's world; flexible across sales, CS, and account management. Built for the recurring-revenue era. C1
• STPSegmentation, Targeting, Positioning Classical framework: break the market into segments, choose the most attractive ones, then position against them. Feeds ICP definition. C1
• The Challenger SaleChallenger methodology A sales methodology (Dixon & Adamson) holding that top performers don't primarily build relationships — they teach the buyer something new about their business, tailor the message to each stakeholder, and take control of the commercial conversation. Built for complex, consensus-driven B2B buying. C1

Product-led growth · 11

• Activationactivation milestone, aha moment The point where a new user first experiences core product value; the leading indicator of PLG conversion and retention. C2
• Bottom-Up Adoption Traction starts with individual users or small teams, then expands to broader organizational adoption — the classic PLG land pattern. C2
• Feature Adoption How many users actively use a specific feature — a proxy for value delivery and stickiness. C2
• North Star MetricNSM The single metric that best captures the core value a product delivers and predicts long-term growth — the number teams align product and GTM decisions around. Strong ones measure delivered value (e.g. messages sent, nights booked), not vanity activity. C2
• Onboarding Guiding a new user or customer to first value and successful setup. Owned by CS in SLG, by product design in PLG. C2
• PQLProduct Qualified Lead A lead qualified by in-product behavior (usage hitting expansion-predictive thresholds) rather than marketing engagement. The PLG analog of an MQL. C2
• Product Analytics Instrumentation of in-product behavior to learn which features drive activation and which usage patterns predict expansion or churn. C2
• Product-Led GrowthPLG, product-led The product is the primary driver of acquisition and expansion; users self-serve via freemium or trial and experience value before talking to sales. Bottom-up adoption. C2
• Self-Serve A buying path where customers sign up, onboard, and pay without sales involvement. C2
• StickinessDAU/MAU ratio How habitually users return; commonly measured as daily-active over monthly-active users. C2
• Time to ValueTTV How long it takes a new user or customer to reach the product's core value. Shorter TTV lifts activation, retention, and expansion; it is the lever most directly under product/onboarding control in a PLG motion. C2

Funnel & lifecycle · 11

• CQLConversation Qualified Lead A lead that has engaged in a real-time conversation (chatbot, AI agent, or live chat) and shown enough intent or fit to route to sales. A modern routing trigger sitting alongside MQL and PQL, reflecting conversational and AI-driven inbound. C3
• Critical User Journeybuyer journey, customer journey The mapped path a buyer takes — what they see first, what they do next, and what signals they emit at each step from awareness to adoption. C3
• Funnelmarketing funnel, sales funnel The model of buyer progression through stages of mindset: Awareness → Consideration → Conversion (→ Retention/Expansion). C3
• Lead A contact who has entered the top of the funnel but is not yet qualified. The raw input to the lead lifecycle. C3
• Lead Handoff The transition of a lead from marketing to sales. The seam where alignment succeeds or fails; governed by shared MQL/SQL definitions and SLAs. C3
• Lead Lifecyclelead lifecycle management The tracked progression of a prospect from anonymous visitor → lead → MQL → SAL → SQL → opportunity → customer, with stage-appropriate engagement. C3
• MQLMarketing Qualified Lead A lead that has shown enough engagement and ICP fit to be deemed worth sales attention — typically by crossing a lead-scoring threshold. A mid-funnel object. C3
• Outer FlywheelAttract-Engage-Convert-Expand, GTM flywheel A cyclical alternative to the linear funnel: Attract -> Engage -> Convert -> Expand, looping back as expansion and advocacy feed new attraction. Matches non-linear modern buying (buyers self-research before contact) and frames GTM as a momentum-gathering loop rather than a one-way drop-off. C3
• SALSales Accepted Lead An MQL that sales has formally accepted for follow-up. Sits between MQL and SQL; the explicit acknowledgment that closes the handoff loop. C3
• SQLSales Qualified Lead A bottom-of-funnel lead showing clear buying intent (demo request, pricing inquiry, vendor comparison), ready for direct sales engagement. C3
• TOFU / MOFU / BOFUTop / Middle / Bottom of Funnel The three funnel tiers. TOFU = awareness (SEO, thought leadership). MOFU = consideration/nurture (webinars, comparison content). BOFU = decision (demos, pricing, ROI calculators). C3

RevOps · 11

• Data Enrichmentenrichment, waterfall enrichment Augmenting contact/account records with data from multiple providers (a 'waterfall' tries sources in sequence) to improve targeting and personalization. C6
• GTM Engineergo-to-market engineer A technical revenue role that builds and automates the systems powering outbound: ICP data pipelines, enrichment, lead routing, signal-to-action workflows, and tool integrations. Builds the machine SDRs used to run by hand. C6
• Lead Routinground-robin routing, lead assignment Automated logic that assigns inbound leads to the right rep based on territory, segment, or availability. C6
• Marketing OperationsMOps The function managing the systems, processes, and data that power marketing campaign execution and reporting. C6
• Operating Cadenceoperating rhythm The recurring meeting/review structure (weekly forecast, pipeline review, QBR) that keeps the GTM engine accountable. C6
• QBRQuarterly Business Review A periodic review of performance against targets across the revenue org (and sometimes with customers). C6
• Revenue OperationsRevOps The function aligning sales, marketing, customer success, and finance around shared processes, data, and the analytics layer — designing the dashboards and rules that run the GTM engine. C6
• Rules of Engagement The agreed rules governing who works which leads/accounts and how handoffs occur, preventing conflict and leakage. C6
• Signal-to-Actionsignal-based selling Workflows that detect an intent signal (job change, site visit, surge) and automatically trigger a personalized outreach action. C6
• SLAService Level Agreement A committed standard between teams or vendor and customer — e.g. marketing-to-sales lead-response time, or support resolution times. C6
• Stage Definitions Explicit, enforced criteria for what each pipeline stage means, so forecasts are consistent and deals don't get stuck or skipped. C6

Channels · 9

• Channel Strategydistribution strategy Choosing the small set of primary channels where your ICP actually is and how they prefer to buy — deliberately, rather than being everywhere. C2
• Co-Marketing Partnering with another company to co-produce content or events, sharing reach and credibility. C2
• Marketplace A platform (e.g. cloud or app marketplace) where your product is listed and transacted inside a partner ecosystem. C2
• Partner Enablement Equipping partners with training, playbooks, and co-marketing so they can sell effectively on your behalf. C2
• PPCPay-Per-Click, paid search Paid advertising charged per click; a fast demand-capture channel measured on conversion quality, not just click-through. C2
• Retargetingremarketing Serving ads to people who already engaged, to pull them back into the funnel; a mid-funnel reinforcement tactic. C2
• SEOSearch Engine Optimization Optimizing content to rank in organic search and capture buyers researching a problem. A TOFU/MOFU demand-capture and creation channel. C2
• VARValue-Added Reseller A partner that resells your product bundled with their own services (onboarding, training, integration). C2
• Webinar A live or recorded online presentation used for mid-funnel education and lead capture. C2

Positioning · 8

• Category Designcategory creation Defining and owning a new market category rather than competing inside an existing one — shaping the frame buyers use to evaluate. C1
• Competitive Positioning How you differentiate against alternatives — not just listing features, but framing why competitors look like compromises. C1
• Jobs to be DoneJTBD A lens for understanding the functional, emotional, and social 'job' a customer hires a product to do. Shifts focus from product features to the underlying progress the customer is trying to make, sharpening positioning and surfacing unmet needs. C1
• Messaging Framework The structured articulation of positioning — specific enough to be useful, flexible enough to adapt across channels and audiences. Carries proof points, differentiation, and urgency. C1
• Positioning The slot you claim in the customer's mental market map — the category you occupy and how you compare. Strong positioning includes proof points, competitive differentiation, and a 'why now'. C1
• Proof Points Evidence (data, customer outcomes, references) that substantiates a claim, so messaging persuades rather than merely asserts. C1
• Value Propositionvalue prop The unique, measurable benefit you deliver and how it differs from the status quo. The promise around which messaging is built. C1
• Why Now The urgency component of positioning — the reason a buyer should act now rather than later. Without it, messaging sounds like every other product in the category. C1

Meta & foundations · 6

• Go-to-Market (GTM) StrategyGTM A cross-functional plan aligning product, marketing, sales, and customer success around how to deliver a differentiated value proposition to a specific market and turn pipeline into revenue. C1
• GTM as a System The principle that GTM components operate as one interdependent machine: segmentation informs messaging, positioning reinforces value prop, channels reduce friction, enablement supports velocity, pricing supports CAC. Missing one component becomes a gap that surfaces in execution. C1
• GTM Strategy vs Tactics Strategy answers HOW you compete (market, ICP, value prop, positioning, principles). Tactics are WHERE strategy meets execution (a specific outreach sequence, a campaign budget, a discount threshold). C1
• Marketing Strategy The plan for how you create demand and reach buyers through messaging, content, channels, and campaigns. A subset of GTM strategy. C1
• RACI / DRIResponsible-Accountable-Consulted-Informed / Directly Responsible Individual Decision-rights frameworks that assign clear ownership of GTM deliverables, so that a launch has owners rather than just meeting attendees. C1
• Sales-Marketing Alignmentsmarketing Uniting sales and marketing around shared objectives, shared lead definitions, data visibility, and accountability. Where most launches actually fail — at the handoff seams, not the components. C1

GTM stack · 6

• Business IntelligenceBI (Looker, Tableau, Sigma) The analytics layer turning raw GTM activity into the dashboards leadership uses to manage the motion. Where RevOps lives. C6
• Clay A workflow and enrichment orchestration platform GTM engineers use as a 'workshop' — pulling data from many sources, applying AI logic, and pushing results into CRM or sequencers. C6
• CRMCustomer Relationship Management (Salesforce, HubSpot) The system of record for accounts, contacts, opportunities, and pipeline. The hub the GTM stack integrates around. C6
• Marketing Automation PlatformMAP (Marketo, Pardot, HubSpot) The system that executes lead scoring, nurture flows, and campaign automation and syncs to CRM. C6
• PLG CRMProduct-Led Sales platform (Pocus, Endgame, Correlated) An orchestration layer on top of the CRM and data warehouse that turns raw product-usage data into actionable signals and PQLs for reps. The tooling that operationalizes the hybrid motion's self-serve-to-sales handoff. C6
• Sales Engagement PlatformSEP (Outreach, Salesloft) Tooling that manages multi-step outbound sequences (email, call, social) and tracks rep activity. C6

Strategy · 6

• 90-Day Plan90-day launch plan The standard execution horizon for a GTM launch: phased (market analysis → positioning → channels/enablement → launch) with decision gates, then measure-and-adjust. C1
• Go-to-Market FitGTM Fit Having a sales motion, channels, pricing, and execution model that match the product and its buyers well enough to acquire and expand customers repeatably and efficiently. PMF is the product-market match; GTM Fit is the engine that monetizes it working. C1
• Launchproduct launch, GTM launch The coordinated moment of bringing a product/feature to market — technical release, marketing kickoff, and sales activation in sync. Tiered by impact (major vs. minor releases). C1
• Minimum Viable GTM The smallest operational GTM — ICP defined, messaging locked, first outreach running — shippable in ~30 days. Paired with the 90-day launch cycle as the common time units. C1
• Product MarketingPMM The function owning positioning, messaging, launch, and sales enablement — translating the product into market language and feeding the demand-gen engine. Supports all funnel stages. C1
• Product-Market FitPMF The state where a product satisfies strong, sustained demand in a good market — customers buy, use it repeatedly, and recommend it organically. The prerequisite for scalable GTM: trying to scale a motion before PMF amplifies waste rather than growth. C1

ICP & targeting · 4

• Buyer Persona A profile of an individual buyer (role, goals, pains, objections) within a target account, used to guide messaging. ICP describes the company; persona describes the person. C1
• Firmographic Data Company-level attributes used for targeting: industry, size, revenue, location, structure. C1
• ICPIdeal Customer Profile A precise definition of the companies most likely to buy, succeed with, and stay on your product. Built from firmographic, technographic, and behavioral data. The root node most GTM decisions derive from. C1
• Technographic Data Data on the technology stack a company uses — current tools, integration needs — used to qualify fit. C1

Account-based · 4

• ABMAccount-Based Marketing A focused motion where marketing and sales jointly target a defined set of high-value accounts with personalized programs, rather than broad audiences. ~87% of high-growth companies use account-based approaches. C2
• Agentic ABMagentic account-based, ABX (account-based experience) Signal-led, context-aware, account-level ABM where agents connect scattered buyer signals (ad click, webinar, site revisit, nurture reply) into one account narrative, qualify fit and readiness, and launch coordinated next-best-actions across channels. Closes the 'action gap' between activity and follow-up that campaign-led ABM leaves open — built for buying groups averaging ~13 people across 2+ departments. C2
• MQAMarketing Qualified Account An account (not an individual) that meets ICP and engagement thresholds enough to warrant sales outreach within an ABM framework. C2
• Named Accountstarget account list (TAL) The explicit, finite list of accounts a team is assigned to pursue (e.g. '200 named target accounts'). C2

Market sizing · 3

• Market Opportunity The size and attractiveness of the opportunity plus the competitive landscape — how big is it and who else is serving it. C1
• Market Segmentation Dividing the market into groups (by firmographics, behavior, need) so messaging and motion can be targeted rather than sprayed. C1
• TAM / SAM / SOMTotal / Serviceable / Serviceable-Obtainable Addressable Market Nested market-sizing measures. TAM = total demand if you owned 100%. SAM = the slice your model can actually serve. SOM = the slice you can realistically capture near-term. C1

Pricing · 3

• Free Trial Time-limited full access to drive activation before a purchase decision. C1
• Freemium A permanently free tier that drives adoption and upgrades to paid plans; a core PLG entry mechanism. C1
• Pricing & Packaging How you capture value: the pricing model, tier structure, and packaging of features. Pricing signals positioning, affects which channels are viable, and shapes the sales motion. C1