Glossary
The vocabulary of competitive intelligence.
Clear definitions for the terms product marketers, founders, and sales leaders use when they talk about competitors. One page per term. No fluff.
Term
Answer engine optimization
The practice of optimizing content to be cited by AI engines (ChatGPT, Claude, Gemini, Perplexity) in response to user queries, rather than optimizing primarily for traditional search engine rankings.
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Term
Battlecard
A one-page or digital reference that tells a sales rep how to sell against a specific competitor, including positioning, objection handling, landmine questions, and pricing intel.
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Term
Buyer persona
A structured description of a specific type of buyer, including their title, company context, pains, goals, objections, and decision criteria.
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Term
Competitive brief
A short written summary of the competitive landscape for a specific deal, category, or moment, usually one to three pages, covering positioning, key competitors, market movement, and recommended plays.
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Term
Competitive erosion
The slow loss of deals to competitors that goes undetected because each individual loss is attributed to a different reason in the CRM.
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Competitive intelligence
The discipline of gathering, interpreting, and acting on information about competitors, market dynamics, and buyer behavior to make better strategic and tactical decisions.
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Term
Competitive moat
A structural advantage that makes it hard for competitors to take your customers, including network effects, switching costs, proprietary data, regulatory barriers, and ecosystem lock-in.
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Competitive snapshot
A single-page, point-in-time view of the competitive landscape, usually produced for an executive, investor, or board audience.
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Term
Competitor monitoring
The practice of tracking specific signals from competitors: website changes, pricing updates, job postings, product launches, and social or press mentions.
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Term
Feature matrix
A structured comparison, usually a table, of the features offered by your product and selected competitors.
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Term
Ideal customer profile
A precise description of the company characteristics that predict a successful customer, usually including industry, company size, tech stack, stage, and internal structure.
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Term
Landmine question
A question a sales rep asks a prospect that surfaces a weakness in a competitor without directly attacking the competitor.
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Term
Market sensing
The ongoing practice of observing broad market dynamics, buyer behavior, analyst coverage, and ecosystem shifts to anticipate strategic changes before they arrive.
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Term
Model Context Protocol (MCP)
An open protocol, created by Anthropic in 2024 and donated to the Linux Foundation's Agentic AI Foundation in December 2025, that lets AI assistants like Claude, ChatGPT, and Copilot query external tools and data sources directly with user permission.
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Term
Positioning drift
The gradual, unintentional change in how a product is described, either by marketing, sales, or customers, that weakens the brand's clarity in the market.
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Pricing intelligence
The ongoing tracking and analysis of competitor pricing including list prices, discounting patterns, packaging, and promotional behavior.
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Term
Product marketing
The cross-functional discipline of bringing products to market through positioning, messaging, pricing, launch, sales enablement, and competitive intelligence.
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Term
Sales enablement
The cross-functional discipline of making sales reps more productive through content, training, tools, and process, typically including battlecards, talk tracks, objection handling, and onboarding materials.
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Term
Talk track
A short script a sales rep uses to open, advance, or close a specific situation in a sales conversation, such as a competitive objection or a pricing question.
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Term
Win/loss analysis
The systematic study of why deals are won and why they are lost, typically through post-deal interviews with the buyer and internal stakeholders.
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