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Operational Knowledge Base

B2B Sales & Marketing AI Glossary

21 modern revenue and AI concepts defined in plain English. Every entry includes a real operational use case and a direct link to vetted software in the directory.

Jump to Stage:AttractProspectEngageCloseGrowCross-Cutting

Attract Stage Terms

4

ICP (Ideal Customer Profile)

Attract

A defined description of the type of company most likely to buy and succeed with your product — industry, size, tech stack, and role.

Used for: Setting targeting criteria for outbound tools, enrichment workflows, and paid ad campaigns.

ABM (Account-Based Marketing)

Attract

A go-to-market approach that targets a defined list of named high-value accounts with coordinated marketing and sales effort, instead of broad lead generation.

Used for: Focusing pipeline budget on a smaller number of high-value target companies.

Lookalike audience

Attract

An ad-targeting audience built by matching the characteristics and firmographics of your existing best customers to find similar prospects.

Used for: Scaling paid acquisition and inbound reach without manually rebuilding targeting criteria.

Sales enablement content

Attract

AI tools that generate or surface the right case study, one-pager, deck, or battlecard for a specific deal or objection in real time, rather than reps searching a shared drive.

Used for: Making sure sales reps use current, approved material instead of outdated decks.

Prospect Stage Terms

5

Intent data

Prospect

Signals — website visits, content downloads, search behavior, review-site activity — that show a company is actively researching a purchase before they fill out a form.

Used for: Prioritizing which accounts to reach out to first instead of working a flat, unranked list.

Lead scoring

Prospect

A method (often AI-assisted) for ranking inbound leads by how likely they are to convert, based on firmographic fit, tech stack match, and behavior.

Used for: Telling reps which of 500 inbound leads to call first.

Enrichment

Prospect

Filling in missing data on a lead or account — company size, tech stack, revenue, verified contact details — usually pulled from third-party databases.

Used for: Making a thin CRM record usable for personalization and intelligent routing.

Buying signals

Prospect

Specific, observable events that indicate purchase intent — a pricing-page visit, a competitor comparison search, or a champion changing jobs.

Used for: Timing outbound outreach to when a prospect is actually receptive.

Waterfall enrichment

Prospect

Querying multiple data providers in sequence (cheapest or most reliable first) to fill a data field, falling back to the next source only if the first misses.

Used for: Maximizing match rates on contact and company data while controlling API credit cost.

Engage Stage Terms

5

AI SDR agent

Engage

Software that performs outbound prospecting tasks autonomously — account research, personalized outreach, follow-up sequencing — with minimal human input per lead.

Used for: Scaling outbound volume and pipeline coverage without proportionally scaling headcount.

Email sequencing

Engage

A pre-built series of outbound emails (and sometimes calls or LinkedIn touches) sent automatically on a schedule, often with branching logic based on replies.

Used for: Running consistent outbound cadences across a whole team without manual follow-up friction.

Deliverability / email warm-up

Engage

The practice (and supporting tools) of gradually increasing sending volume from a new domain or mailbox to build sender reputation and avoid spam filters.

Used for: Ensuring cold outbound sequences land reliably in the primary inbox.

Meeting intelligence

Engage

Tools that record, transcribe, and analyze sales calls — automatically surfacing action items, customer objections, and talk-time ratios.

Used for: Coaching reps and capturing what was actually said without manual note-taking.

Conversation intelligence

Engage

Broader than per-call meeting notes — analyzes patterns across hundreds of customer calls to surface trends, common objections, win/loss language, and competitor mentions.

Used for: Informing positioning, messaging, and sales enablement at the organizational level.

Close Stage Terms

3

MEDDIC

Close

A structured B2B sales qualification framework (Metrics, Economic buyer, Decision criteria, Decision process, Identify pain, Champion) used to assess deal health.

Used for: Scoring deal pipeline and qualification health systematically before sales forecast calls.

Forecasting (AI deal scoring)

Close

Predictive models that estimate a deal's close probability and likely close date from CRM activity, email engagement, and stage velocity — distinct from subjective rep gut-feel.

Used for: Giving sales leaders early warnings on deals at risk of stalling or slipping out of quarter.

Proposal / quote automation

Close

Generating pricing proposals, contracts, or order forms automatically from CRM deal data instead of building them manually in a spreadsheet each time.

Used for: Cutting the lag between a verbal agreement and a signed contract in front of the buyer.

Grow Stage Terms

3

Churn prediction

Grow

Predictive models that flag customer accounts likely to cancel or downsell, based on product usage drop-off, support tickets, or declining login frequency.

Used for: Giving customer success teams time to proactively intervene before a renewal is at risk.

Customer health score

Grow

A composite metric — usage telemetry, support ticket history, executive engagement, and survey feedback — used to rank which accounts need attention first.

Used for: Prioritizing a customer success team's limited bandwidth across a large book of business.

Expansion / upsell signals

Grow

Usage patterns — approaching seat or credit limits, heavy adoption of an advanced feature — that indicate an account is ready for an upgrade or add-on.

Used for: Timing upsell conversations to when the customer is actively deriving value, rather than on an arbitrary renewal schedule.

Cross-Cutting Stage Terms

1

CRM sync

Cross-Cutting

The two-way automated pipeline between point solutions and your primary CRM (HubSpot, Salesforce) so enrichment, activity, and notes stay consistent in one system of record.

Used for: Eliminating manual double-entry and keeping reps working out of a single source of truth.
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