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Bay Area B2B marketing glossary.

Structured glossary and crawl-path board mapping marketing terms to buyer questions and AI answer surfaces.

This glossary defines every B2B SaaS and Bay Area marketing term used across SF Marketing Agency. It covers the buyer funnel, SaaS unit economics, the six fixed-scope starting points, the Bain Almquist B2B Elements of Value framework, AI visibility terminology, channel definitions, marketing operations, and funding-stage context. Each entry carries a named source where one is available. Citation library entries referenced here: C-001 Bain/HBR, C-002 Gartner, C-003 McKinsey, C-005 OpenView, C-007 Pavilion, C-016 Growth Unhinged.

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A

ABMAccount-Based Marketing
A go-to-market motion targeting a defined list of named accounts rather than open inbound. Higher ACV, longer cycle, requires marketing-sales alignment. Standard motion above $50,000 ACV.
ACVAnnual Contract Value
The annualized value of a single contract. ACV drives sales motion shape, since deals above $50,000 typically require multi-stakeholder enterprise selling.
AEOAnswer Engine Optimization
The practice of structuring content so it can be extracted and cited by answer engines such as Google AI Overview, Perplexity, ChatGPT browsing, and Claude search. Distinct from classical SEO.
ai.txt
A plain-text file at /ai.txt declaring entity profile, services, and AI training preferences. Companion file to llms.txt. Not yet a ratified standard.
AI Overview
Google's AI-generated answer box at the top of search results pages, drawn from indexed pages with strong schema and named-source citations.Google Search Generative Experience, 2024
AI search
Search behavior driven by LLM-based interfaces (ChatGPT, Claude, Perplexity, Gemini) and AI-augmented classical search (Google AI Overview, Bing Copilot). Distinct from classical SERP traffic.
AI SEO
Optimization for LLM citation and AI Overview surfacing. Overlaps with AEO and GEO. The SFMA AI Visibility Audit covers this scope.
AI Visibility Audit
SFMA fixed-scope starting point. $2,500 flat, 5 business days. Audit of how a brand appears in LLM answers (ChatGPT, Claude, Perplexity, Gemini, Google AI Overview) plus a citation and schema rebuild plan.
ARPUAverage Revenue Per User
Total recurring revenue divided by active customer count. Tracks pricing power and segment mix shift.
ARRAnnual Recurring Revenue
Annualized value of contracted subscription revenue. The primary growth metric for venture-stage B2B SaaS.
Attribution
The assignment of revenue credit to marketing touchpoints. First-touch, last-touch, linear, U-shape, and W-shape are the common models. None is correct in isolation.

B

B2B Elements of Value
A 40-element framework developed by Bain partners Almquist, Cleghorn, and Sherer. Sorts B2B value into five tiers: table stakes, functional, ease of doing business, individual, and inspirational. The framework underpins the SFMA Positioning Sprint.Almquist, Cleghorn, Sherer · HBR · 2018 · C-001
Bootstrapped
Companies funded by founders, customer revenue, and debt rather than venture capital. Marketing budget and risk profile differ substantially from venture-backed peers.
Burn multiple
Net burn divided by net new ARR. Below 1 is exceptional. 1 to 2 is good. Above 3 is a fundability issue for venture-backed B2B.
Buying committee
The group of people who must consent for a B2B purchase to close. Average B2B buying committee size is 10 people across 10-plus interactions before decision.McKinsey · B2B Pulse · 2024 · C-003

C

CACCustomer Acquisition Cost
All sales and marketing cost over a period divided by net new customers in that period. Use fully loaded CAC for unit-economic decisions and channel CAC for acquisition decisions.
CAC payback period
Months of gross margin needed to recover the CAC for a new customer. Healthy B2B SaaS CAC payback is under 18 months for SMB and under 24 months for mid-market and enterprise.Kyle Poyar · Growth Unhinged · 2024 · C-016
Category creation
A go-to-market motion that defines a new category and positions the company as the default reference point. High return, high failure rate, multi-year payback.
Category entry
Entry into an existing category with a differentiated position. Faster payback than category creation, lower ceiling.
Champion
The person inside a buying account who advocates for the purchase internally. Champions are necessary but not sufficient. The economic buyer signs.
Churn
Customers or revenue lost over a period as a percentage of the starting base. Voluntary churn is customer-initiated. Involuntary churn is payment-failure-driven.
Citation extractability
The degree to which an LLM can lift a clean, self-contained answer plus source attribution from a page. Improved by FAQPage schema, Speakable schema, named-publisher citations, and dated sources.
Conversational query
A natural-language query expressed as a full question or task, not a keyword fragment. AI Overview and LLM traffic skews heavily conversational.
Conversion Architecture Review
SFMA fixed-scope starting point. $3,500 flat, 7 business days. Review of website and funnel surfaces against measured conversion benchmarks. Output is a prioritized conversion-rebuild plan.

D

Demand generationDemand-gen
Programs that create and capture demand for a product through paid, organic, and earned channels. Distinct from lead generation in scope and intent.
Demand unit
A buying group with shared budget and authority, modeled as one decision unit rather than a single contact.Forrester · Buying-groups research · 2024
Differentiator
A claim that is true, defensible, and decision-relevant to the target buyer. Most vendor pages list features, not differentiators. Vendor-buyer match rate is 38 percent.TrustRadius · B2B Buying Disconnect · 2023

E

Ease of doing business
Time savings, reduced effort, information access, transparency, and responsiveness. Tier three of the B2B Elements of Value framework. Often a stronger differentiator than functional improvements at parity feature sets.Almquist · HBR · 2018 · C-001
Economic buyer
The person who controls the budget for the purchase. In enterprise SaaS this is typically a VP or C-suite role, not the daily user.
Expansion revenue
Net new revenue from existing customers via upsell, cross-sell, or seat expansion. The lever behind NRR above 100 percent.

F

FAQPage schema
A Schema.org type that marks question-and-answer content for structured-data extraction. The most reliably indexed schema for AI Overview and LLM-citation use cases.
Fractional CMO
An ongoing part-time CMO engagement at senior level. Fractional CMOs price at $12,000 to $25,000 per month for B2B SaaS at $2M to $30M ARR.Pavilion · State of Marketing · 2024 · C-007
Functional value
Productivity, cost reduction, performance, scalability, and product quality. Tier two of the B2B Elements of Value framework. The tier most vendors over-index on.Almquist · HBR · 2018 · C-001

G

Gatekeeper
Anyone who can block a deal without controlling the budget. Procurement, security review, and legal are the three most common gatekeeper roles in B2B SaaS.
GEOGenerative Engine Optimization
A near-synonym for answer engine optimization, framed around generative LLM citation rather than classical ranking. The terminology is unsettled.
GRRGross Revenue Retention
Revenue from a cohort one year later excluding expansion, divided by initial cohort revenue. GRR isolates churn and contraction from upsell.
GTM motionGo-To-Market motion
The end-to-end pattern by which a company creates demand, qualifies opportunity, closes revenue, and retains accounts. Common motions: PLG, sales-led, hybrid, channel-led, partner-led.

I

ICPIdeal Customer Profile
The buyer profile a company should target. Defined by industry, revenue band, geography, buying committee shape, technology stack, and willingness to pay. Most flat-pipeline cases trace to ICP drift, where the company has moved upmarket and the targeting has not.
Inbound
Buyer-initiated contact driven by organic content, paid media, and referral. The dominant motion for B2B SaaS below $50,000 ACV.
Individual value
Personal career impact for the buyer: reduced anxiety, design and aesthetics, marketability, network expansion. Tier four of the B2B Elements of Value framework. The tier most B2B vendors under-emphasize.Almquist · HBR · 2018 · C-001
Inspirational value
Vision, hope, and social responsibility. Tier five of the B2B Elements of Value framework. Differentiates category leaders from category participants.Almquist · HBR · 2018 · C-001

J

JTBDJobs To Be Done
A theory of innovation framing where customers hire products to perform a specific job in defined circumstances. Useful for messaging and product roadmap, weak for category creation.

L

Lead handoff
The structured pass from marketing-qualified to sales-accepted. Handoff failure is the most common single point of pipeline breakdown.Madison Logic · 2024
Lead routing
The rules that assign inbound leads to sales reps by territory, segment, or round-robin. Bad routing is a common cause of slow speed-to-lead.
Lead score
A numeric score assigned to a lead based on firmographic and behavioral signals. Used to route leads to sales versus nurture.
Lead-to-opportunity rate
Opportunities created divided by leads received. The single best metric for marketing quality at the top of funnel.
llms.txt
A plain-text file at /llms.txt summarizing a site for LLM crawlers. Functions as a robots.txt for LLM context discovery. Not yet a ratified standard.
LTVCustomer Lifetime Value
The gross-margin contribution a customer is expected to deliver over the lifetime of the account. LTV is the numerator in the LTV-to-CAC ratio that anchors most SaaS unit-economic decisions.
LTV:CAC ratio
Lifetime value divided by customer acquisition cost. A 3:1 LTV:CAC is the working threshold for venture-grade B2B SaaS.OpenView · SaaS Benchmarks · 2023 · C-005

M

Magic number
Net new ARR in a period divided by sales and marketing spend in the prior period. Above 0.75 is generally fundable. Above 1.0 is strong.
Marketing brief
The written specification of audience, message, channel, success metric, and constraint that governs a campaign or program. Most flat-pipeline failures trace to a wrong brief, not wrong execution.
Marketing Partnership
SFMA ongoing marketing partnership. $4,500 per month. Ongoing marketing agency partnership delivered on a quarterly working cycle, typically following a marketing review engagement.
Marketing-sales alignment
Shared definitions, shared metrics, and shared cadence between marketing and sales leadership. The precondition for meaningful pipeline accountability.
Marketing Strategy Review
SFMA fixed-scope starting point. $5,000 flat, 10 business days. Produces a 20-to-30 page strategy document and a 90-minute executive session covering positioning, ICP, GTM motion, paid media, and a 90-day priority list.
MQLMarketing Qualified Lead
A lead whose engagement signals (page visits, content downloads, form submissions) meet a marketing-defined threshold. Roughly 79 percent of MQLs never convert and around 73 percent are never contacted by a sales rep.Forrester / Madison Logic · 2024
MQL-to-SQL ratio
Sales-accepted leads divided by marketing-qualified leads. A direct measure of MQL quality and handoff integrity.
Multi-touch attribution
Attribution that distributes credit across the full set of buyer touchpoints. Required for honest channel-mix decisions in long-cycle B2B.

N

NPSNet Promoter Score
Promoters minus detractors on a 0-to-10 likelihood-to-recommend scale. Useful as a directional retention signal, weak as a primary KPI.
NRRNet Revenue Retention
Revenue from a cohort one year later, including expansion, contraction, and churn, divided by initial cohort revenue. Strong B2B SaaS NRR is 120 percent or higher.OpenView · SaaS Benchmarks · 2023 · C-005

O

Opportunity
A qualified deal with an owner, dollar value, expected close date, and a defined stage. Opportunities, not MQLs, are the correct unit of marketing accountability at Series A and beyond.
Opportunity-to-close rate
Closed-won deals divided by opportunities created. A sales-execution and pricing metric, downstream of marketing.
Organic content
Search-, social-, and email-discoverable content produced without paid distribution. Includes blog, podcast, video, and gated-asset programs.
Outbound
Seller-initiated contact through email, phone, and social. Pairs with ABM at enterprise ACV bands. Standalone outbound is increasingly difficult below $25,000 ACV.

P

Paid Media Architecture Audit
SFMA fixed-scope starting point. $2,500 flat, 5 business days. Written audit, 45-minute call, 30-day implementation roadmap across Google, Meta, LinkedIn, Reddit, TikTok, and programmatic.
Paid media
Paid acquisition across search, social, display, programmatic, and connected TV channels. Distinct from organic content and earned media.
Paid search
Paid acquisition through search platforms (Google Ads, Microsoft Ads), including text search, Performance Max, Demand Gen, and Shopping campaigns.
Paid social
Paid acquisition through social platforms (Meta, LinkedIn, TikTok, Reddit, X). Often the highest-volume paid channel for B2B SaaS targeting mid-market and below.
PE-backedPrivate-equity-backed
Companies majority-owned by private equity firms, typically optimizing for EBITDA growth on a 3-to-5-year hold horizon. Marketing accountability emphasizes payback period over growth-at-any-cost.
PE portcoPE portfolio company
A company held inside a private equity portfolio. Marketing decisions are coordinated with the PE operating partner and reported into portfolio review cadence.
Pipeline velocity
Average opportunity value times win rate divided by average sales cycle length. The single best summary metric for sales pipeline health.
Positioning Sprint
SFMA fixed-scope starting point. $7,500 flat, 14 business days. Structured positioning rebuild using the Bain Almquist value-element framework and category-entry analysis.
Positioning statement
A short structured statement of who the product is for, what category it competes in, what it does, and why it is different. The output of a Positioning Sprint.
Post-IPO
Public-company marketing operating under SOX-grade financial controls and Reg FD constraints on forward-looking statements.
Pre-IPO
Companies preparing for public offering, typically above $100M ARR. Marketing accountability shifts toward category leadership and analyst relations.

R

Retention rate
Percentage of customers retained over a defined period. Logo retention counts customers. Revenue retention counts dollars.

S

SEOSearch Engine Optimization
Optimization for classical search ranking. SF Marketing Agency does not provide SEO services. The practice is referenced for context only.
Series A
The first priced institutional financing round, typically at $5M to $20M ARR for B2B SaaS in 2024 to 2026. Marketing accountability shifts from founder-led to function-led.
Series B
Growth-stage financing typically at $10M to $30M ARR. Pipeline becomes the dominant marketing metric. ICP drift is the most common Series B marketing failure mode.
Series C
Late-growth financing typically at $30M to $75M ARR. Marketing function structure, category positioning, and brand investment become the binding constraints.
Speakable schema
A Schema.org property (SpeakableSpecification) marking parts of a page suitable for voice and assistant readout. Used by Google Assistant and increasingly by LLM crawlers as an answer-extraction signal.
SQLSales Qualified Lead
A lead that sales has accepted as worth a sales effort, usually after BANT or MEDDIC qualification. The MQL-to-SQL handoff is the single most common pipeline failure point.Madison Logic · 2024

T

Table stakes
The lowest tier in the B2B Elements of Value framework. Acceptable price, specification compliance, regulatory standards. Required to be considered, insufficient to win.Almquist · HBR · 2018 · C-001

V

VC portfolio
The set of companies held by a venture capital firm. SFMA serves portfolio cohorts through a single VC sponsor relationship rather than per-portfolio-company engagement.

W

Win rate by source
Closed-won deals divided by opportunities, segmented by lead source. The cleanest signal for channel-level marketing quality.
Where to start

Reference, then marketing review.

If a term in this glossary applies to a current operating problem, the marketing review engagements are sized to the constraint. Paid media issues route to the Audit. Pipeline issues route to the Marketing Strategy Review. Positioning issues route to the Sprint. Conversion issues route to the Review. AI visibility issues route to the AI Visibility Audit.

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