Competitive Intelligence Glossary
Terms every CI professional should know
Core Competitive Intelligence
Actionable Intelligence
Information processed, analyzed, and contextualized to the point where it can directly inform a specific business decision, as opposed to raw data or general awareness.
Business Intelligence (BI)
Technologies, practices, and strategies for collecting and analyzing internal business data (sales, operations, financials). BI looks inward; CI looks outward.
CI Program
A formally resourced initiative dedicated to gathering and distributing competitive insights across the organization.
Compete Program
An organizational initiative to build and manage competitive analysis, enablement content, and intelligence distribution across the company.
Competitive Enablement
The practice of equipping sales and marketing teams with competitor insights, battlecards, and talk tracks so they can win competitive deals.
Competitive Intelligence (CI)
The systematic process of collecting, analyzing, and distributing actionable information about competitors, market trends, and the external business environment to support strategic decision-making. Relies exclusively on legal, ethical, publicly available sources.
Competitive Technical Intelligence (CTI)
A subset of CI focused specifically on competitors' technological capabilities, R&D investments, patent filings, and technical talent moves.
Early Warning System
A CI mechanism that detects and flags emerging competitive threats or market disruptions before they materialize, giving decision-makers time to respond proactively.
Field Intelligence (Field Intel)
Competitive insights gathered from sales teams through their customer conversations, Slack threads, emails, and deal discussions.
Go-to-Market (GTM) Intelligence
Competitive insights specifically relevant to sales and marketing execution: how competitors position, price, demo, and close deals.
Human Intelligence (HUMINT)
In CI, information gathered through direct human interaction: trade show conversations, industry networking, customer interviews, former employee insights. Borrowed from the intelligence community.
Intelligence Cycle
The repeating process framework for CI: (1) planning/direction, (2) collection, (3) processing/analysis, (4) dissemination, (5) feedback. Adapted from military/government intelligence doctrine.
Key Intelligence Questions (KIQs)
Specific, answerable questions derived from KITs that guide the collection and analysis effort, e.g., "Will Competitor X enter the European market in the next 12 months?"
Key Intelligence Topics (KITs)
The prioritized list of questions or issues that a CI program answers, established during the planning phase.
Market & Competitive Intelligence (M&CI)
Combined framework integrating both market-wide awareness and competitor-specific monitoring for comprehensive strategic insight.
Market Intelligence (MI)
The continuous process of collecting and analyzing data related to markets, customers, and industry developments. Broader than CI, which focuses specifically on competitors.
Marketing Intelligence
Subset of market intelligence focused on customer behavior, campaign performance, and buyer journeys rather than broader market or competitor factors.
Open Source Intelligence (OSINT)
Intelligence derived from publicly available sources: websites, SEC filings, patents, press releases, social media, job postings. The primary raw material for ethical CI programs.
Signal Intelligence
The detection of early, often weak indicators of a competitor's strategic direction before it becomes obvious to the broader market.
Strategic Early Warning (SEW)
A methodology for detecting weak signals that indicate emerging competitive threats or market shifts before they become obvious. The proactive, forward-looking edge of CI.
Strategic Intelligence
Intelligence gathered and analyzed specifically to inform long-range strategic planning, encompassing CI, market intelligence, and macroeconomic/political analysis.
Competitor Classification
Adjacent Competitor (Adjacent Entrant)
A company from a neighboring market that could plausibly expand into your space, often more dangerous because they bring an existing user base and distribution.
Aspirational Competitors
Top companies within your industry you don't compete with directly but draw inspiration from.
Competitive Landscape
A structured overview of all relevant competitors in a market, their relative positions, strengths, weaknesses, and strategic trajectories.
Competitive Set
The specific group of companies a firm considers its direct competitors for a given product, segment, or customer need.
Competitor Segmentation
Categorizing competitors into tiers or groups based on criteria such as market share, strategic focus, target customer, or threat level.
Direct Competitors
Companies competing head-to-head for the same customers with similar products in the same market segment.
Emerging Competitors
New market entrants requiring proactive detection and monitoring before they become direct threats.
Indirect Competitors
Companies selling the same thing to a different audience, or selling to the same audience with a different product.
Perceived Competitors
Organizations that arise during sales conversations but aren't actual market competitors for your business.
Strategic Group
A cluster of firms within an industry that pursue similar strategies along key dimensions (e.g., price vs. breadth).
Substitute
In Porter's framework, a product or service from outside the industry that fulfills the same customer need. Substitutes cap industry profitability.
Tier 1 Competitors
The 3-5 most frequently encountered competitors in sales opportunities, identified through CRM data.
Analysis Frameworks & Methodologies
Analysis of Competing Hypotheses (ACH)
Structured technique (Heuer, CIA) that evaluates multiple hypotheses against available evidence to reduce cognitive bias. Adapted from intelligence analysis for CI.
Ansoff Matrix
Maps four growth strategies: market penetration, market development, product development, and diversification.
BCG Growth-Share Matrix
Portfolio analysis classifying business units as Stars, Cash Cows, Question Marks, or Dogs based on market growth and relative share.
Blind Spots Analysis
Identifying assumptions, biases, or gaps in an organization's understanding of its competitive environment.
Blue Ocean Strategy
Framework advocating creation of uncontested market space ("blue oceans") rather than competing in crowded markets ("red oceans").
Competitive Benchmarking
Systematic comparison of processes, products, pricing, or performance against competitors to identify gaps and improvements.
Competitive Hypothesis Development
Analyzing potential competitor moves by adopting their perspective to anticipate market strategies.
Competitive Landscape Report
A formal document mapping market competitors and their relative positions.
Competitive Matrix
A structured comparison tool for evaluating multiple competitors across defined criteria.
Competitive Response Profiling
Predicting how a specific competitor will respond to a given strategic move, based on their history, capabilities, and incentives.
Competitor Coefficient
Quantitative metric: percentage of sales opportunities involving a competitor divided by win rate against that competitor. Higher = greater threat.
Competitor Profile
A comprehensive dossier on a single competitor covering strategy, financials, products, leadership, culture, strengths, weaknesses, and likely future moves.
Core Competence
A fundamental, hard-to-replicate organizational capability providing competitive advantage across multiple products or markets.
Customer Sentiment Analysis
Evaluating customer perceptions through reviews, social media, and feedback platforms.
Feature Comparison Matrix
A detailed grid comparing features across competitors. Sometimes avoided in battlecards in favor of narrative approaches.
Four Corners Analysis
Examines a rival through four lenses (drivers/motivations, assumptions, current strategy, and capabilities) to predict future moves.
Gap Analysis
Comparing current performance to desired performance across key dimensions to identify "gaps" that strategy must close.
GE-McKinsey Nine-Box Matrix
Evaluates business units on industry attractiveness and competitive strength across a 3x3 grid.
Perceptual Mapping (Positioning Map)
A visual technique plotting competitors on two dimensions as perceived by customers, revealing positioning gaps and clusters.
PESTEL Analysis
Macro-environmental scanning: Political, Economic, Social, Technological, Environmental, and Legal factors shaping the business environment.
Porter's Diamond Model
Framework explaining why certain industries in certain nations are more competitive globally.
Porter's Five Forces
Framework for analyzing industry competitiveness: threat of new entrants, supplier power, buyer power, threat of substitutes, and rivalry among existing competitors.
Porter's Generic Strategies
Three fundamental competitive positioning strategies: cost leadership, differentiation, and focus.
Porter's Value Chain Analysis
Disaggregates a firm into strategically relevant activities to understand cost behavior and sources of differentiation.
Product Benchmarking
Comparing features, pricing, and innovations across competitor offerings.
Red Ocean
An existing market space where competition is fierce, margins compressed, and differentiation incremental.
Resource-Based View (RBV)
Theory that sustained competitive advantage derives from unique internal resources and capabilities rather than external positioning alone.
Scenario Analysis
The quantitative counterpart to scenario planning. Models specific competitive scenarios with probability weightings.
Scenario Planning
Constructing multiple plausible future narratives about how the competitive environment might evolve, then stress-testing strategies against each.
STEEP Analysis
Variant of PESTEL: Social, Technological, Economic, Environmental, and Political factors.
Strategic Group Analysis
Maps clusters of firms pursuing similar strategies to reveal direct vs. indirect competitive sets and mobility barriers between groups.
Strategy Canvas
The primary Blue Ocean Strategy diagnostic. Plots competitors on key competing factors to reveal where a new value curve could diverge.
SWOT Analysis
Evaluates an organization's internal Strengths and Weaknesses alongside external Opportunities and Threats to align strategy with competitive reality.
Threat Thermometer
Visual ranking of top 10 competitors ordered by Competitor Coefficient scores, segmented into threat tiers.
TOWS Matrix
Extension of SWOT that systematically generates strategic options by matching Strengths/Weaknesses with Opportunities/Threats across four quadrants.
Trend Analysis
Identifying patterns and trajectories in market and competitor behavior over time.
Value Curve
A graphical depiction of a company's relative performance across key factors of competition.
VRIO Framework
Evaluates whether resources are Valuable, Rare, costly to Imitate, and Organizationally supported, determining competitive advantage durability.
War Gaming
Structured simulation where teams role-play as competitors to anticipate their likely moves and stress-test your own strategy.
Battlecards & Sales Enablement
AI-Ready Battlecards
Competitive content optimized for LLM parsing and repurposing.
Battlecard
A concise sales-facing document summarizing a specific competitor's strengths, weaknesses, pricing, common objections, and recommended counter-positioning. The primary CI deliverable for sales teams.
Battlecard Adoption
Metric tracking whether sales teams actively find and use battlecards. A key KPI for compete programs.
Battlecard Views per Competitive Deal (BVPCD)
Total battlecard views divided by number of competitive deals. Measures seller confidence.
Buyer Enablement
Providing prospects with resources to navigate their internal buying process (ROI calculators, internal pitch decks, executive summaries).
Competitive Displacement
Replacing an incumbent competitor's product within a prospect's stack. Requires specific messaging about switching costs and migration.
Competitive Objection Handling
Pre-built responses addressing common buyer concerns about competitive alternatives.
Competitive Selling
A sales approach that proactively addresses the competitive landscape during deals.
Dynamic Battlecard Framework
Living systems that automatically incorporate real-time market movements, call insights, and win/loss data.
How to Handle FUD
Battlecard section with talk tracks for addressing "fear, uncertainty, and doubt" claims competitors make about your product.
Kill Sheet
An aggressive battlecard variant focused specifically on how to defeat a particular competitor in head-to-head deals.
Matrixed Battlecard Framework
Multi-layered segmentation combining role, region, product line, and customer segment in battlecard design.
One-Pager
A concise, quick-reference battlecard format built for glancing during live conversations.
Proof Points
Specific evidence (data, quotes, case studies) demonstrating competitive advantage relevant to a buyer segment.
Quick Dismiss
A 1-2 sentence talk track allowing sellers to rapidly articulate differentiation against a named competitor.
Role-Based Battlecard Framework
Battlecards tailored to different sales roles (BDRs, AEs, SEs, CS) with role-specific content.
Sales Enablement
The cross-functional process of equipping sales teams with content, tools, training, and intelligence to sell effectively.
Sales Kickoff (SKO)
Annual sales meeting where competitive intelligence sessions and battlecard rollouts commonly occur.
Sales Playbook
A documented framework outlining the end-to-end sales process, including qualification criteria, talk tracks, and closing strategies.
Sales Triggers
Real-time alerts about competitor actions that enable rapid sales response.
Talk Track
A 15-30 second scripted response for sales reps when competitors come up during calls.
Trap Questions
Strategic questions sellers suggest prospects ask competitors to expose product shortcomings or limitations.
Universal Battlecard Framework
A single competitive card per competitor covering win reasons, objection handling, and landmines. Built for lean teams.
Why We Win
Top 3 defensible reasons customers choose your product over a specific competitor, validated through customer interviews.
Win/Loss Analysis
At-Bats
Colloquial term for the frequency of competitive encounters against a specific rival.
Competitive Deals
Sales opportunities where multiple competing vendors are being evaluated.
Competitive Win Rate
Win rate broken down by specific competitor, showing how often you beat each rival.
Prospect Feedback
Unfiltered insights from prospects who evaluated your product during their buying process.
Win Rate
The percentage of sales opportunities won. A foundational CI metric, especially when tracked per-competitor.
Win Stories
Documented narratives showing how your company won against a specific competitor, with key takeaways. Used in battlecards and enablement.
Win/Loss Analysis
A structured post-deal research process analyzing won and lost deals to understand competitive dynamics, product gaps, and messaging effectiveness.
Win/Loss Interviews
Third-party-conducted conversations with customers and prospects providing objective results about why deals were won or lost.
Intelligence Gathering & Monitoring
Competitive Monitoring
Ongoing, systematic tracking of specific competitors' actions: product launches, pricing changes, hiring patterns, marketing campaigns, partnerships.
Digital Footprint
A competitor's visible online presence including websites, messaging, pricing pages, and customer reviews that can be monitored for changes.
Elicitation
A conversational technique where structured but natural questions draw out information a source might not volunteer if asked directly. A core HUMINT skill in CI.
Environmental Scanning
The continuous, systematic monitoring of an organization's external environment for trends, events, and signals that could affect strategy.
Intel Gathering
The research phase of exploring competitors' online presence, products, websites, teams, and announcements.
Link Analysis
Mapping relationships between entities (people, companies, technologies) to reveal hidden connections, alliances, or influence patterns.
Primary Research
Original information gathered directly from sources: customer interviews, expert network calls, supplier conversations.
Real-Time Competitive Tracking
Continuous monitoring of competitor activities through automated alerts and ongoing surveillance.
Secondary Research
Intelligence derived from existing published sources: articles, reports, filings, databases.
Signal Mining
Extracting and isolating meaningful competitive insights from large volumes of raw information, separating signal from noise.
Trade Show Intelligence
Systematic gathering of competitive information at industry conferences through product demos, conversations, and materials collection.
Website Monitoring & Change Detection
Change Threshold
A configurable sensitivity level that determines how much a page must change before triggering an alert. Prevents noise from minor changes.
Detection Lag (Dwell Time)
The time between when a competitor makes a change and when your team becomes aware of it. A core metric for CI tool value.
DOM Diffing
Comparing the Document Object Model (HTML structure) of a web page across two points in time to identify additions, removals, and modifications.
Headless Browser
A web browser without a graphical interface (e.g., Puppeteer, Playwright) used to render JavaScript-heavy pages for scraping and monitoring.
Polling Interval (Crawl Frequency)
How often a monitoring system re-checks a target URL for changes. Shorter intervals = faster detection, higher resource cost.
Sitemap Monitoring
Tracking changes to a website's XML sitemap to detect new pages, removed pages, or structural reorganizations.
Snapshot
A saved version of a web page's content or appearance at a specific point in time, used as the baseline for future comparisons.
Visual Diffing
Rendering a web page as an image and comparing pixel-by-pixel across snapshots to detect visual changes (CSS changes, dynamic content).
Website Change Detection
Automated monitoring of web pages to identify when content, structure, or visual appearance changes. The core technology underlying CI monitoring tools.
Website Tracking (Web Tracking)
Automated monitoring of competitor websites and digital presence for changes, feature launches, and strategic updates.
Web Scraping & Data Collection
Anti-Bot Detection
Techniques websites use to identify and block automated scraping (CAPTCHAs, IP rate limiting, browser fingerprinting).
Data Enrichment
Augmenting raw competitive signals with additional context (company size, funding stage, tech stack) from third-party sources.
Data Normalization
Cleaning and standardizing scraped data into a consistent format so changes across time or across competitors can be compared.
ETL (Extract, Transform, Load)
The data pipeline pattern used to pull competitive data from multiple sources, normalize it, and store it for analysis or alerting.
HTML Parsing
Extracting structured data from raw HTML by traversing the DOM tree and selecting elements via CSS selectors or XPath.
Proxy Rotation
Using different IP addresses for each request to avoid IP-based blocking when scraping at scale.
Rate Limiting
Controlling the speed of requests to a target website to avoid overloading the server or triggering anti-bot defenses.
robots.txt
A file on a website that declares which pages web crawlers are allowed or disallowed from accessing. Ethical scraping respects these directives.
Structured Data Extraction
Converting unstructured or semi-structured web content into clean, machine-readable format (JSON, database rows).
Web Crawling
Systematically navigating and fetching web pages by following links, often the first step before scraping specific data.
Web Scraping
Automated extraction of data from websites by parsing HTML/DOM structures and converting unstructured web content into structured data.
Alert Systems & Notifications
AI Daily Summaries
Automated intelligence digests that surface key competitor developments without manual review.
Alert Fatigue (Market Signal Fatigue)
When users receive so many notifications they start ignoring all of them, including important ones. The #1 reason CI tool users disengage.
Alert Routing
Rules determining which alerts go to which users or channels based on competitor, change type, or severity.
Compete Hub
A centralized platform distributing competitive insights to sales channels like Slack, Teams, email, and CRM.
Competitive Intelligence Newsletter
Regular curated CI updates tailored to stakeholder roles and needs.
Digest (Rollup)
An aggregated summary of multiple changes delivered on a schedule (daily, weekly) instead of individually. Reduces volume while maintaining awareness.
Event-Driven Architecture
Software design pattern where systems detect, process, and react to events in real time as they happen, rather than polling on a fixed schedule.
Executive Briefings
Concise, decision-focused intelligence summaries for C-level leadership.
Importance Scoring
AI-driven ranking system sorting competitive insights from high to low importance so teams see what matters first.
Noise
Irrelevant or low-value changes detected by monitoring (e.g., footer copyright year updates, cookie banner changes). The primary UX challenge for CI tools.
Push Notification
An alert delivered proactively to the user (via Slack, email, mobile) rather than requiring them to check a dashboard.
Real-Time Alerts
Immediate notifications about critical competitor events: pricing changes, product launches, messaging shifts.
Signal
A meaningful, actionable piece of competitive intelligence (e.g., "Competitor X raised their enterprise tier price by 20%"). CI tools exist to surface signals.
Signal-to-Noise Ratio (SNR)
The proportion of meaningful alerts to total alerts. High SNR = users trust and act on what they receive; low SNR = alert fatigue and churn.
Webhook
An HTTP callback that sends a real-time notification to an external system when a specific event occurs. The technical mechanism behind push alerts.
AI/ML in Competitive Intelligence
Anomaly Detection
Identifying data points deviating significantly from expected patterns (e.g., a competitor suddenly publishing 10x more job listings).
Change Significance Scoring
Assigning a relevance/importance score to each detected change using ML, so high-impact changes surface first.
Information Extraction
Pulling structured facts from unstructured text (e.g., extracting "Acme Corp raised Series B, $50M" from a press release).
Large Language Model (LLM)
A neural network trained on massive text corpora (GPT-4, Claude) capable of summarizing changes and generating human-readable alerts from raw data.
Named Entity Recognition (NER)
NLP technique identifying and classifying proper nouns (people, companies, products, locations) in text. Used to detect competitor mentions in unstructured content.
Natural Language Processing (NLP)
The AI field focused on enabling computers to understand, interpret, and generate human language. Foundational for turning raw web text into actionable intelligence.
Noise Filtering
Automated suppression of irrelevant changes using rules, heuristics, or ML models. The key differentiator between "dumb" change detection and intelligent CI.
Retrieval-Augmented Generation (RAG)
Combining a search/retrieval step with an LLM to generate responses grounded in specific documents. Used in CI tools for natural-language queries about competitor history.
Semantic Similarity
Measuring how close two pieces of text are in meaning, even if they use different words. Used to determine whether a page change is substantive or cosmetic.
Sentiment Analysis
Classifying text as positive, negative, or neutral. Applied in CI to gauge market reaction to competitor announcements and product reviews.
Summarization
Using NLP/LLMs to condense page changes into brief, human-readable summaries a busy PM or sales rep can absorb in seconds.
Text Classification
Automatically categorizing documents into labels (e.g., "pricing change," "new feature," "executive hire," "messaging update"). The core of AI-filtered alerts.
Topic Modeling
Unsupervised ML technique discovering recurring themes across a corpus. Used to identify trending topics in competitor content.
Pricing Models & Pricing Intelligence
Annual Contract Value (ACV)
The annualized revenue from a single customer contract, used to normalize monthly/annual plan comparisons.
Competitive Price Index
A normalized score comparing your pricing against competitors across equivalent features or usage levels.
Decoy Pricing
Introducing a third option that's intentionally less attractive to make the target tier look like a better deal.
Dynamic Pricing
Adjusting prices in real time based on demand, market conditions, or customer data.
Dynamic Pricing Detection
Identifying when a competitor uses algorithmic or time-varying pricing, tracked through repeated page scraping.
Freemium
A free tier with limited functionality that converts users into paid subscribers by demonstrating product value.
Good-Better-Best Pricing
Three-tier structure using the Goldilocks principle to nudge buyers toward the recommended mid-tier option.
MAP (Minimum Advertised Price) Monitoring
Tracking whether resellers advertise a competitor's product below authorized price floors.
Penetration Pricing
Launching at a low introductory price to capture market share, then raising prices once a base is established.
Per-Seat Pricing (Per-User Pricing)
A fixed monthly cost multiplied by the number of users on the account.
Plan/Tier Architecture Tracking
Monitoring changes to a competitor's pricing page structure: new tiers, features moved between plans, free tier changes. Often the earliest signal of repositioning.
Price Anchoring
Presenting a higher-priced option first so the target option appears more reasonable by comparison.
Price Anchoring Shift
When a competitor changes their displayed pricing to emphasize a different tier or metric, signaling a GTM or ICP shift.
Price Elasticity Signal
Observed changes in competitor pricing that suggest they are testing buyer price sensitivity.
Price Skimming
Starting with a high price targeting early adopters, then lowering it over time.
Pricing Intelligence
The practice of systematically monitoring competitor and market pricing to inform your own pricing strategy.
Promotional Cadence
Tracking timing, frequency, and depth of competitor discounts and promotions to identify patterns.
Tiered Pricing
Multiple pricing packages with varying feature sets and price points for different customer segments.
Usage-Based Pricing (Consumption-Based)
Charges scale with product consumption (e.g., $19/month per competitor tracked). Revenue grows as the customer uses more.
Value Metric
The quantifiable unit that determines what a customer pays (e.g., competitors tracked, seats, API calls). Choosing the right one is foundational.
Value-Based Pricing
Setting prices based on the customer's perceived value rather than cost or competitor pricing.
Product-Led Growth (PLG)
Activation Rate
Percentage of new signups completing the key action(s) that predict long-term retention.
Aha Moment
The point during onboarding where a user first experiences core product value (e.g., receiving their first competitor change alert).
Bottom-Up Adoption
When individual users or small teams adopt a product without top-down executive mandate, creating internal pressure to formalize the purchase.
Feature Adoption Rate
Percentage of active users engaging with a specific feature. Reveals which features drive retention.
Land and Expand
Win a small initial deal (land) and grow revenue through upsells, additional seats, or usage expansion (expand).
PLG Flywheel
The self-reinforcing loop of Activation, Adoption, Adoration, and Advocacy, where satisfied users drive new acquisition.
Product-Led Growth (PLG)
A GTM strategy where the product itself drives acquisition, activation, and expansion. Users try before they buy.
Product-Qualified Lead (PQL)
A user who has completed key activation actions and demonstrated buying intent through usage, as opposed to a marketing-qualified lead.
Self-Serve Revenue
Revenue generated without a sales touchpoint: the customer discovers, trials, and converts entirely through the product.
Time-to-Value (TTV)
Duration between signup and the user's first "aha moment." Shorter TTV = higher trial conversion.
Viral Coefficient (k-factor)
The average number of new users each existing user brings in. Above 1.0 = exponential organic growth.
SaaS Metrics & Unit Economics
Annual Recurring Revenue (ARR)
MRR multiplied by 12, used for year-over-year comparisons and company valuation.
Average Revenue Per User (ARPU)
Total MRR divided by total paying customers. Tracks whether expansion is outpacing discounting.
Churn Cohort Analysis
Grouping customers by attribute and tracking churn patterns over time to identify when and why attrition spikes.
Competitive Churn
Customer attrition specifically caused by a switch to a competitor's product, as opposed to budget cuts or dissatisfaction.
Customer Acquisition Cost (CAC)
Total cost of acquiring a new customer (marketing + sales spend / new customers).
Customer Churn Rate (Logo Churn)
Percentage of customers who cancel or don't renew during a period, regardless of revenue impact.
Customer Lifetime Value (CLV / LTV)
Total revenue a customer is expected to generate over their entire relationship. Typically ARPU / churn rate.
Expansion Revenue (Expansion MRR)
Additional revenue from existing customers through upsells, add-ons, or increased usage.
Gross Churn
Total revenue or customers lost without accounting for expansion or recovery.
Involuntary Churn
Revenue lost due to failed payments or billing issues rather than deliberate cancellation.
LTV:CAC Ratio
The ratio of lifetime value to acquisition cost. 3:1 or higher is generally considered healthy for SaaS.
Monthly Recurring Revenue (MRR)
The predictable, normalized monthly revenue from all active subscriptions. The foundational SaaS metric.
Net Churn
Revenue lost minus expansion revenue gained. Net negative churn means growth from existing customers exceeds losses.
Net Revenue Retention (NRR / NDR)
Revenue from existing customers at period end divided by their starting revenue, after expansion, contraction, and churn. Above 100% = customers spend more over time.
Network Effects
When a product becomes more valuable as more people use it. Can be direct (same-side) or indirect (cross-side).
Revenue Churn (MRR Churn)
Percentage of recurring revenue lost from cancellations and downgrades.
Market Positioning & Strategy
Asymmetric Competition
Dynamics where a smaller firm competes against incumbents using unconventional strategies that exploit the incumbent's structural constraints.
Barriers to Entry
Structural obstacles making it difficult for new competitors to enter: scale, capital, switching costs, regulation, brand.
Category Creation
Defining a new market category rather than competing in an existing one, making yourself the default leader.
Category Entry Point (CEP)
The specific trigger that causes a buyer to start looking for a product in your category.
Competitive Advantage
A condition enabling a firm to outperform rivals, derived from offering greater value or comparable value at lower cost.
Competitive Parity
Matching competitors on key dimensions without achieving superiority. Maintains position without gaining advantage.
Competitive Positioning
Defining where your product sits relative to alternatives in the buyer's mind, emphasizing dimensions where you win.
Competitive Response Playbook
Predefined actions to take when a competitor makes a specific type of move (launches a feature, cuts pricing, enters your segment).
Competitive Trigger Event
A specific, observable competitor action that warrants immediate internal response.
Coopetition
When firms simultaneously compete and cooperate, e.g., collaborating on industry standards while competing for customers.
Cost Leadership
Competitive strategy focused on becoming the lowest-cost producer, enabling lower prices or higher margins at market prices.
Differentiation
Offering unique attributes (features, quality, service, brand) that competitors do not match, enabling premium pricing or stronger preference.
Disruptive Innovation
Christensen's theory that incumbents are displaced by simpler, cheaper offerings that initially serve overlooked segments and improve over time.
Fast Follower
A firm that lets a first mover validate a market then enters quickly, learning from the pioneer's mistakes.
Feature Parity
When two products offer functionally equivalent capabilities. Reaching it removes a blocker; exceeding it creates differentiation.
First-Mover Advantage
Competitive benefit of being the first entrant: brand recognition, switching costs, resource preemption. Often overestimated.
Moat (Competitive Moat)
A durable structural advantage protecting a business: network effects, brand, patents, cost advantages, switching costs.
Moat Mapping
Cataloging each competitor's structural advantages to understand which positions are durable vs. vulnerable.
Positioning
The strategic process of establishing a brand's place in the customer's mind relative to competitors. Defined by Ries and Trout (1981).
Positioning Statement
A concise internal statement defining who the product is for, what category it competes in, its key differentiator, and why buyers should believe the claim.
Strategic Inflection Point
Andy Grove's term for when a fundamental change forces a company to transform or decline. Identifying these is a core CI function.
Sustainable Competitive Advantage
Competitive advantage that persists because competitors cannot easily replicate or neutralize its source.
Sustaining Innovation
Innovations that improve existing products along dimensions mainstream customers already value, as opposed to disruptive innovations.
Switching Costs
The total cost (money, time, effort, risk) a customer incurs when changing products. Low costs favor challengers; high costs protect incumbents.
Unique Value Proposition (UVP)
The specific, defensible benefit that distinguishes a product from all alternatives. Must be concrete and verifiable.
Value Proposition
The specific combination of benefits that makes a product attractive to a customer segment relative to alternatives.
Wedge
The narrow use case you use to enter a market or account before expanding into broader adoption.
Market Sizing & Segmentation
Buyer Persona
A semi-fictional representation of an individual buyer, including role, goals, pain points, and decision-making process.
Ideal Customer Profile (ICP)
A detailed description of the type of company that gets the most value from your product and is most likely to buy, retain, and expand.
Industry Life Cycle Analysis
Categorizing an industry's stage (introduction, growth, maturity, or decline) to inform competitive strategy.
Market Segmentation
Dividing the broader market into distinct groups of buyers with shared characteristics, needs, or behaviors.
Market Share
A company's sales as a percentage of total market sales. Fundamental for assessing competitive position.
Serviceable Addressable Market (SAM)
The portion of TAM a company can realistically serve given its business model, geography, and capabilities.
Serviceable Obtainable Market (SOM)
The realistic portion of SAM a company can capture in the near term, accounting for competitive dynamics.
Technology Adoption Lifecycle
The model (innovators, early adopters, early majority, late majority, laggards) for understanding where a category is in maturity.
Total Addressable Market (TAM)
Total revenue opportunity available if a product achieved 100% market share.
SEO Competitive Analysis
Backlink Gap
Referring domains linking to competitors but not to you, identifying link-building opportunities.
Cannibalization Detection
Identifying when multiple pages on the same site compete for the same keyword, suppressing rankings.
Content Gap
Topics or keyword clusters competitors cover but are absent from your site.
Domain Authority (DA) / Domain Rating (DR)
Proprietary scores (Moz, Ahrefs) predicting how likely a domain is to rank. Used to benchmark competitive SEO strength.
Keyword Gap Analysis
Identifying keywords competitors rank for but you do not, revealing content opportunities.
Link Velocity
The rate at which a domain acquires new backlinks. A spike in a competitor's link velocity signals a PR push or campaign.
Organic Traffic Estimation
Using tools to estimate competitor monthly search traffic based on keyword rankings and click-through rates.
PPC / Paid Keyword Intelligence
Identifying which keywords competitors bid on in Google Ads, their estimated spend, and ad copy.
Rank Tracking (Position Monitoring)
Continuously monitoring where you and competitors rank for target keywords over time.
Search Visibility Score
Aggregate metric representing a domain's overall presence in search results across tracked keywords.
SERP Feature Tracking
Monitoring which competitors appear in featured snippets, People Also Ask, knowledge panels for target keywords.
Content Intelligence & Messaging Analysis
Content Audit (Competitive)
Systematic inventory of a competitor's published content (topics, formats, frequency, keywords) to understand their content strategy.
Content Marketing Surveillance
Observing whether competitors create content targeting your audience, signaling market expansion.
Content Velocity
Rate at which a competitor publishes new content. A proxy for marketing investment and strategic priorities.
Feature-Claim Matrix
A grid mapping competitors against features/benefits they claim, revealing positioning overlaps and differentiation gaps.
Message Testing / A-B Messaging
Changes in competitor headline or CTA copy across page variants can signal active experimentation and strategic uncertainty.
Messaging Hierarchy
The structured set of claims a company makes, ordered by prominence: headline, supporting value props, proof points. Shifts reveal strategic pivots.
Messaging Shift (Messaging Differentiation)
Changes in how competitors frame themselves. Pivoting from "enterprise-grade" to "easy to use" signals repositioning.
Narrative Shift Detection
Identifying when a competitor changes the core story they tell, often signaling repositioning or new ICP focus.
Value Proposition Mapping
Cataloging and comparing the specific promises each competitor makes, organized by feature, outcome, or persona.
Job Posting Analysis & Hiring Signals
C-Suite Movement
Tracking executive hires, departures, and role changes. A new CRO signals a GTM shift; a new CPO may signal a product pivot.
Headcount Tracking
Monitoring a competitor's employee count over time as a proxy for growth, contraction, or pivot.
Hiring Signal
A job posting or pattern of postings revealing a competitor's strategic direction, e.g., ML engineers suggest an AI push.
Hiring Trends / Executive Hiring Analysis
Analyzing competitor recruitment patterns and key talent acquisitions as indicators of strategic direction.
Organizational Mapping
Building an org chart from LinkedIn data and job postings to understand functional priorities and resource allocation.
Role Velocity
The rate at which a company posts new openings. A proxy for growth rate, funding deployment, or strategic urgency.
Skills Gap Signal
When a company posts roles requiring capabilities they previously lacked, signaling a product roadmap shift.
Talent Flow Analysis
Tracking where employees are hired from and where they go when leaving, revealing competitive relationships and strategic hires.
Tech Stack Inference
Extracting technology requirements from job postings to understand a competitor's infrastructure and product architecture.
Public Filings & Regulatory Monitoring
Beneficial Ownership / Corporate Structure Monitoring
Tracking ownership changes, subsidiary creation, or M&A filings revealing moves before public announcement.
Funding Round Detection
Monitoring for new fundraises that indicate a competitor's runway extension, growth ambitions, or valuation.
M&A Tracking
Monitoring mergers and acquisitions to identify strategic partnerships and market consolidation.
Patent Filing Analysis (Patent Monitoring)
Monitoring new patent applications to anticipate product direction, R&D investment, and potential IP moats.
Regulatory Filing Alerts
Tracking industry-specific submissions (FCC, FDA, SOC 2) signaling product maturity or compliance investments.
SEC Filing Analysis (10-K, 10-Q, 8-K)
Examining public company filings for revenue, risk factors, competitive mentions, and strategic commentary.
Trademark Watch
Tracking new trademark filings for product names, brand extensions, or category entries signaling upcoming launches.
News Monitoring & Media Intelligence
Event Intelligence (Event Sponsorship Monitoring)
Monitoring competitor presence at conferences (speaking slots, booth size, sponsorship tier) as GTM investment proxies.
Journalist / Analyst Mapping
Identifying which reporters and analysts cover your space and tracking their coverage patterns.
Media Monitoring (News Clipping)
Automated tracking of news articles, press releases, and blog posts mentioning competitors across thousands of sources.
Newsjacking Window
The brief period after a competitor announcement or industry event when timely content can capture disproportionate attention.
Press Release Velocity
Frequency of competitor press releases. A signal of marketing activity, partnership cadence, or launch rhythm.
Share of Media Coverage
Proportion of industry news coverage mentioning a specific competitor versus others.
Market Research & Analyst Ecosystem
Account-Level Intelligence
Competitor insights tied to specific customer accounts supporting retention and expansion.
Analyst Briefing
A proactive meeting where a vendor presents to an industry analyst (Gartner, Forrester) to influence published evaluations.
Buyer Intent Data
Third-party signals (content consumption, G2 visits, review activity) indicating a prospect is actively researching your category.
Forrester Wave
Forrester's vendor evaluation scoring products on current offering, strategy, and market presence.
G2 Grid
G2's visualization plotting software on user satisfaction and market presence, derived from verified reviews.
Magic Quadrant
Gartner's framework plotting vendors on completeness of vision vs. ability to execute, creating Leaders, Challengers, Visionaries, Niche Players.
Vendor Shortlist
The 3-5 products a buyer evaluates before purchasing. A key CI concern is ensuring you appear on target ICPs' shortlists.
CI Program Management & Metrics
Central Repository
Centralized system for collecting and organizing all competitive intelligence information.
Champions
Internal advocates who actively support and promote CI program adoption among their peers.
CI Stakeholders
Internal consumers of intelligence: sales, marketing, product, customer success, and executive teams.
Compete Program Maturity Model
Framework measuring CI program advancement through levels, from zero battlecards to executive decision-making influence.
Data Fragmentation
The challenge of CI being dispersed across multiple sources requiring consolidation.
Influenced Revenue
Revenue that battlecards have helped the sales team close. A core CI ROI metric.
Mindshare
The degree to which CI resources are top-of-mind for users, ensuring they remember to use them when needed.
Pull Model
Reactive enablement where users manually request competitive information and wait for answers.
Push Model
Proactive enablement delivering competitive analysis to sales reps through their existing workflows.
Revenue Attribution
Measuring financial impact directly attributable to CI program activities.
Roadmap Intelligence
Information about competitor product development plans and future direction.
Sales Adoption
Metric tracking whether sales teams actively use battlecards and reports.
Seller Confidence
The level of assurance sales reps feel when selling against particular competitors.
Strategic Competitive Intelligence
Long-term CI addressing technological shifts, marketplace dynamics, and foundational competitive understanding.
Tactical Competitive Intelligence
Short-term CI supporting immediate actions regarding product launches, pricing, and campaigns.
Strategic Planning
Balanced Scorecard
Framework measuring performance across financial, customer, internal process, and learning/growth perspectives.
Competitive Dynamics
The academic field studying actions and responses of competing firms over time.
Dark Competitive Signals
Information not publicly indexed: private Slack communities, closed betas, unlisted job postings, stealth product pages.
KPIs (Key Performance Indicators)
Quantifiable metrics for evaluating performance. In CI: win rate, displacement rate, intelligence utilization rate.
Market Sensing
An organizational capability for continuously monitoring and interpreting market events and trends.
Megatrend
A large-scale, sustained force shaping the competitive landscape over years or decades (AI adoption, demographic shifts, etc.).
Mission Statement
A formal declaration of an organization's core purpose: what it does, who it serves, and how.
Mobility Barriers
Factors making it difficult for firms to move between strategic groups (e.g., from budget tier to premium tier).
OKRs (Objectives and Key Results)
Goal-setting framework for translating competitive strategy into execution: qualitative Objectives with quantitative Key Results.
Second-Order Signal
A competitive insight derived from inference rather than direct observation, e.g., a CS hiring surge may signal churn problems, not growth.
Strategic Foresight
A disciplined approach to thinking about, anticipating, and preparing for the future competitive environment.
Strategic Intent
An ambitious, long-term competitive aspiration that stretches beyond current resources (Hamel & Prahalad).
Vision Statement
A forward-looking declaration of what an organization aspires to become.
Weak Signal
An early, ambiguous indicator of a potentially significant future change. Requires pattern recognition across multiple data points.
Cross-Domain Concepts Borrowed by CI
Attack Surface
In CI context, the market segments, customer bases, or product areas where a competitor could threaten your business.
Attribution
Connecting an observed competitive action back to its strategic intent or root cause.
Churn Signal (Competitive)
Observable indicators a competitor's customers are leaving: negative review spikes, "switching from X" posts, CS hiring surges.
Cohort Analysis
Grouping competitors or events by shared characteristics and analyzing their trajectories in parallel.
Data Lineage / Source Provenance
Tracking where a competitive insight originated and how it was processed, so stakeholders can assess reliability and recency.
Indicator of Change
Borrowed from cybersecurity's "indicator of compromise": a discrete, observable signal that something has shifted in a competitor's behavior.
Kill Chain
Originally military/cyber; in CI, the sequence from strategic decision to market impact (hire -> build -> launch -> promote).
Switching Cost Analysis
Evaluating how difficult it is for customers to move between competitors, considering data portability, integrations, training, and contracts.
Threat Actor Profiling
Building a behavioral model of a specific competitor (their patterns, decision cadence, resource allocation) to predict future moves.
Threat Landscape
The full picture of external risks and competitive forces acting on a business.
Time-Series Analysis
Tracking a metric (pricing, headcount, rankings) over time to identify trends, seasonality, and inflection points.
Organizational Roles
Account Executive (AE)
Sales role needing detailed competitive context for various deal stages.
BDR (Business Development Representative)
Sales role needing quick-hit competitive info for brief objection handling during prospecting.
CI Leader / Compete Pro
The person responsible for building, maintaining, and promoting the competitive intelligence program.
Product Marketing
The function most commonly owning the compete program. Creates battlecards, competitive positioning, and market narratives.
SCIP (Strategic and Competitive Intelligence Professionals)
The primary global professional association for CI practitioners. Established CI ethical standards and professional development frameworks.
Additional Terms
Competitive Intelligence Dashboard
A visual display of competitive metrics, trends, and alerts in a centralized interface.
Competitive Response Time
How quickly a company can react to a competitor's move. A function of detection speed, decision processes, and execution capability.
Go-to-Market (GTM) Strategy
Comprehensive approach defining target segments, messaging, channels, and timing, informed by CI.
Product Gaps
Shortcomings or missing features in competitors' offerings that drive customer dissatisfaction and switching.
Social Proof
Customer success stories and visible traction signals validating competitive advantages.