Sales Intelligence Market Size and Share

Sales Intelligence Market (2025 - 2030)
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Sales Intelligence Market Analysis by Mordor Intelligence

The sales intelligence market reached USD 4.42 billion in 2025 and is forecast to expand to USD 8.19 billion by 2030, delivering a 13.12% CAGR over the period. Demand accelerates as artificial intelligence shortens prospect-research cycles from 3–5 hours to 10–15 minutes by digesting intent signals from more than 100,000 sources. Revenue-operations alignment continues to reshape competitive positioning because 75% of high-growth companies plan to formalize RevOps by 2025. Cloud deployment dominates today, yet enterprises are pivoting toward hybrid models that balance sovereignty with scalability, and pay-as-you-go pricing brings enterprise-grade capabilities to smaller firms. Geographically, North America holds the lion’s share, while Asia-Pacific registers the fastest compound growth as organizations leapfrog to AI-native sales stacks.

Key Report Takeaways

  • By component, Solutions commanded 71.8% of the sales intelligence market share in 2024, whereas Services are set to grow at a 13.5% CAGR through 2030. 
  • By deployment mode, Cloud retained 82.8% share in 2024; Hybrid is projected to advance at an 18.6% CAGR to 2030. 
  • By enterprise size, Large Enterprises accounted for 62.2% of the sales intelligence market size in 2024, while the SME segment is expanding at 17.5% CAGR. 
  • By sales channel, B2B Direct Sales held 48.6% of sales intelligence market share in 2024 and Inside Sales is accelerating at 19.4% CAGR. 
  • By end-user industry, IT and Telecom led with 27.2% revenue share in 2024; Healthcare and Life Sciences is projected to rise at 16.6% CAGR. 
  • By pricing model, Annual Subscription yielded 59.6% revenue in 2024; Pay-As-You-Go is growing at 19.2% CAGR.
  • By geography, North America contributed 40.8% share in 2024; Asia-Pacific is forecast to climb at a 15.3% CAGR. 

Segment Analysis

By Component: Services Acceleration Despite Solutions Dominance

Solutions secured 71.8% sales intelligence market share in 2024, reflecting widespread preference for integrated software platforms that combine enrichment, intent analytics, and workflow automation in a single interface. The services sub-segment, however, is tracking 13.5% CAGR through 2030 as firms engage consultants to map compliance frameworks, fine-tune predictive models, and orchestrate multi-cloud architectures. Solutions revenue concentrates around platform licenses that embed data refresh, scoring, and reporting dashboards, whereas services revenue stems from implementation road-maps, change-management workshops, and ongoing managed-analytics programs. Within solutions, data-enrichment and intent-signal modules remain fastest growing because users want constant profile refreshes instead of periodic list purchases. Across the segment, demand accelerates whenever new privacy rules force enterprises to audit data lineage and upgrade metadata taxonomies. 

Professional-services take-up is strongest among regulated industries that cannot risk accidental exposure of protected health or financial data. Managed-services contracts also grow because smaller teams outsource enrichment workflows and prefer outcome-based agreements over headcount expansion. This interplay is pivotal to the sales intelligence market because platform outcomes rely on data hygiene, integration depth, and user-adoption training, all of which the services ecosystem supplies. Vendors have responded by bundling success programs inside tiered licenses, securing stickier revenue and mitigating churn. As AI deployments become more autonomous, advisory partners evolve toward prompt engineering, bias testing, and model-governance audits. The cumulative effect is a component landscape where software retains revenue primacy while attach-rate for specialized services widens.

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By Deployment Mode: Hybrid Models Bridge Security and Scalability

Cloud installations captured 82.8% of the sales intelligence market size in 2024 thanks to lower capital expense, continuous feature roll-outs, and elastic compute that handles complex natural-language models. Yet hybrid deployments are compounding at 18.6% as enterprises partition sensitive attributes on-premises while processing anonymized aggregates in the cloud. This architectural swing satisfies data residency mandates in regions like the EU without sacrificing modern AI pipelines. Platform providers answer with containerized micro-services and customer-managed encryption keys that slot into zero-trust architectures. 

On-premises instances now cluster within defense, financial-services, and public-sector accounts where internal auditors still dictate local processing. Growth is modest, though, because maintenance, upgrade cadences, and hardware refresh cycles restrict innovation velocity. The hybrid cohort benefits from maturation of orchestration tooling that syncs schemas and pushes inference results back to internal data lakes on schedule. As cyber-insurance premiums climb, CISOs stipulate granular audit logs both in cloud and on-site nodes, reinforcing demand for configurable deployment models. The cloud segment continues to add advanced capabilities first, incentivizing security-sensitive organizations to adopt hybrid so they can pilot AI in controlled zones. Consequently, the deployment mix illustrates how the sales intelligence market balances innovation and risk management.

By Enterprise Size: SME Democratization Through Flexible Pricing

Large enterprises owned 62.2% of 2024 revenue because they possess complex multi-channel pipelines that justify enterprise-wide intelligence roll-outs. SMEs, however, are growing revenue at 17.5% CAGR and showcase the highest new-logo velocity, mainly due to consumption-based tiers and self-serve onboarding. The sales intelligence market benefits here from transparent seat pricing, workflow templates, and native CRM connectors that eliminate custom coding. Low entry barriers let smaller firms test intent data, run ABM pilots, and expand licenses only when ROI is proven. 

Apollo.io’s surge to USD 145 million ARR underscores how intuitive user experience and freemium trials draw resource-constrained teams into premium plans [2]Apollo.io, “Company Growth Announcement,” apollo.io. Larger corporations concentrate spend on data-governance modules, integration middleware, and global roll-outs across hundreds of sales territories. Mid-market companies occupy a bridge category, graduating from point tools toward consolidated suites as their pipelines mature. This tiered adoption curve widens the total addressable opportunity because vendor packaging now maps to distinct operational sophistication levels. The democratization narrative will persist as vendors add AI copilots that surface recommendations in plain language, slashing the learning curve for first-time users.

By Sales Channel/Function: Inside Sales Optimization Drives Growth

B2B Direct Sales contributed 48.6% of 2024 revenue, showing that complex deal structures still depend on relationship management and executive alignment. Inside-sales use cases are scaling at 19.4% CAGR since video-enabled workflows and conversation intelligence allow teams to run enterprise-grade cycles remotely. The sales intelligence market supports this growth through call-analysis transcripts that feed coaching loops and through real-time talk-track nudges that improve objection handling. Channel-sales ecosystems maintain moderate traction as vendors court resellers to penetrate regulated or regionally distant segments. 

The rise of full-cycle sellers means SDRs and AEs use the same platform modules, collapsing hand-off latencies. AI scoring also prompts expansive up-sell on existing accounts, thereby re-framing inside sales from pure lead generation into expansion revenue. Remote outreach requires granular schedule orchestration across time zones, and intelligence tools schedule sends to coincide with buyer activity peaks. Ultimately, channel mix evolution pushes vendors to architect flexible licensing assignments and user-role configurations that follow reps between functions without new logins.

By End-User Industry: Healthcare Specialization Accelerates

IT and Telecom retained the largest revenue contribution at 27.2% in 2024 because solution-selling inherently benefits from deep technographic and funding-round visibility. Healthcare and Life Sciences is outpacing at 16.6% CAGR through 2030, propelled by stringent regulatory workflows and clinical decision-chains that demand nuanced stakeholder mapping. Providers such as LeadGenius overlay hospital-capacity metrics and physician specializations onto standard firmographics, bridging a critical data gap for med-tech sellers. Microsoft’s DAX Copilot roll-out to 400 healthcare providers further validates the appetite for conversational interfaces that reduce administrative overhead. 

Manufacturing, BFSI, and Retail also expand steadily as each vertical executes digital transformation and seeks tighter pipeline predictability. Segment nuances shape data needs: manufacturers track plant modernization; banks flag compliance ownership; retailers monitor seasonal assortment changes. The sales intelligence market, therefore, witnesses a proliferation of vertical schemas, knowledge graphs, and scoring rubrics tailored to domain-specific buying committees. Industry templating lowers deployment friction and creates upsell pathways for additional data packs.

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Note: Segment shares of all individual segments available upon report purchase

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By Subscription/Pricing Model: Consumption-Based Models Gain Traction

Annual subscriptions generated 59.6% of 2024 revenue, mirroring enterprise preference for predictable budgeting and volume purchasing of enrichment credits. Pay-as-you-go plans are growing at 19.2% CAGR because economic uncertainty amplifies demand for cost alignment with utilization. Usage billing lets companies ratchet spend up or down alongside campaign intensity, protecting margins in downturns and encouraging experimentation during proof-of-concept phases. Monthly options suit seasonally skewed businesses that peak around trade-show months or fiscal-year close. 

Maxio notes that consumption billing correlates with higher net dollar retention when paired with clear value metrics such as meetings booked or pipeline created maxio. In response, vendors invest in granular metering, overage alerts, and pre-paid credit wallets. Seat-based plans are unlikely to disappear because role-specific permissions and audit logging remain vital for compliance tracking. Nonetheless, investor scrutiny focuses on gross-margin stability under variable revenue, pushing suppliers to fine-tune data-acquisition costs and model-inference pricing.

Geography Analysis

North America delivered 40.8% of 2024 revenue thanks to mature CRM ecosystems, robust venture investment, and a uniform interpretation of CCPA provisions that standardizes compliance workflows . Regional players such as ZoomInfo continuously enrich their domestic datasets, providing unmatched coverage depth that magnifies model accuracy [3]ZoomInfo, “Customer Success Expansion,” zoominfo.com. Government procurement modernization also feeds demand as federal agencies upgrade outreach analytics to improve supplier diversity. Cross-border data transfers into Canada proceed under PIPEDA frameworks, while Mexican adopters lean on US cloud zones but increasingly insist on in-country disaster-recovery nodes.

Asia-Pacific is the fastest growing region at 15.3% CAGR, spearheaded by digitally native firms in India, China, and Southeast Asia that bypass legacy on-premises CRM. These buyers favor cloud-first architectures, micro-transaction billing, and AI modules localized for multibyte character sets. Japan and South Korea prioritize language accuracy, pushing vendors to expand model-training corpora. Australia and New Zealand mirror North American best practices yet enforce stricter breach-notification statutes, necessitating detailed audit trails inside the sales intelligence market. Regional innovation clusters in Singapore and Bangalore spawn numerous white-label data pipelines, broadening intent-signal coverage.

Europe remains privacy-centric, with GDPR principles shaping platform road-maps that emphasize consent orchestration, data minimization, and sovereign cloud options. Germany and France require explicit purpose statements before processing contact records, influencing product-design choices such as field-level encryption and revocable payloads. The United Kingdom adopts a risk-based approach under the UK GDPR, allowing slightly more flexibility for legitimate-interest processing as long as impact assessments remain updated. Eastern Europe is slower to adopt fully automated enrichment due to macro-economic volatility and local hosting mandates, yet growth potential persists as EU funding programs accelerate digital-skills upskilling.

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Competitive Landscape

The sales intelligence market displays moderate concentration, with established data aggregators defending share through scale and newer AI-native challengers differentiating via real-time enrichment speeds. Salesloft’s plan to integrate Drift illustrates a consolidation wave in which adjacent-workflow providers fuse to create “revenue orchestration” suites that promise single-pane management across prospecting, engagement, and post-sale expansion warmly. Microsoft leverages its LinkedIn data graph to embed natively within Dynamics 365, using proprietary access privileges to sustain a formidable moat. 

White-space opens for vertical specialists that curate niche taxonomies, as well as for privacy-preserving synthetic-data generators that sidestep consent-management overhead. Consumption-billing specialists further unsettle incumbents by matching vendor revenue with measurable customer outcomes. The arms race now pivots on feature velocity, integration depth, and transparency in model reasoning rather than pure data volume. Providers that furnish lineage tracking, bias detection, and prompt-level customization gain regulatory credibility and shorten procurement cycles. 

Further, go-to-market teams judge suppliers on deployment friction; hence intuitive UX and low-code connectors differentiate as much as data breadth. Sustained RandD investment remains essential because large-language-model benchmarks evolve monthly. Incumbents hedge by opening venture arms and purchasing challenger tools at early revenue thresholds to absorb novel capabilities. Customers benefit from richer ecosystems but must weigh lock-in risk as suites expand and renegotiation leverage declines.

Sales Intelligence Industry Leaders

  1. ZoomInfo Technologies Inc.

  2. Dun & Bradstreet Holdings Inc.

  3. Cognism Ltd.

  4. Demandbase Inc.

  5. LinkedIn Corporation (Microsoft Corporation)

  6. *Disclaimer: Major Players sorted in no particular order
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Recent Industry Developments

  • April 2025: Clodura.AI partnered with Bombora to embed real-time buyer-intent insights into its GenAI-powered platform, enabling engagement with high-intent prospects at optimal timing.
  • March 2025: Cognism enhanced its B2B data platform with expanded GDPR and CCPA compliance features to strengthen European positioning.
  • December 2024: GlobalData launched its next-generation Sales Intelligence platform powered by AI for cross-industry productivity gains.
  • May 2024: Warmly acquired Immagnify to bolster real-time prospect-engagement capabilities with high-quality data coverage.

Table of Contents for Sales Intelligence Industry Report

1. INTRODUCTION

  • 1.1 Market Definition and Study Assumptions
  • 1.2 Scope of the Study

2. RESEARCH METHODOLOGY

3. EXECUTIVE SUMMARY

4. MARKET LANDSCAPE

  • 4.1 Market Overview
  • 4.2 Market Drivers
    • 4.2.1 Increasing demand for improved customer targeting
    • 4.2.2 Growing need for data enrichment and content optimization
    • 4.2.3 AI/ML-driven predictive sales analytics adoption
    • 4.2.4 Integration of niche buyer-intent data co-ops
    • 4.2.5 Privacy-preserving synthetic data for B2B contact intel
    • 4.2.6 Rise of RevOps driving unified intelligence stacks
  • 4.3 Market Restraints
    • 4.3.1 Data privacy and compliance risks
    • 4.3.2 High cost/complexity of real-time data refresh
    • 4.3.3 API rate-limit constraints from core data platforms
    • 4.3.4 Outreach noise diminishing actionable signals
  • 4.4 Value / Supply-Chain Analysis
  • 4.5 Evaluation of Critical Regulatory Framework
  • 4.6 Impact Assessment of Key Stakeholders
  • 4.7 Technological Outlook
  • 4.8 Porter's Five Forces Analysis
    • 4.8.1 Bargaining Power of Suppliers
    • 4.8.2 Bargaining Power of Consumers
    • 4.8.3 Threat of New Entrants
    • 4.8.4 Threat of Substitutes
    • 4.8.5 Intensity of Competitive Rivalry
  • 4.9 Impact of Macro-economic Factors

5. MARKET SIZE AND GROWTH FORECASTS (VALUE)

  • 5.1 By Component
    • 5.1.1 Solutions
    • 5.1.1.1 Platform-based Solutions
    • 5.1.1.2 Data Enrichment Tools
    • 5.1.1.3 Intent Data Platforms
    • 5.1.1.4 Lead Gen and Scoring Tools
    • 5.1.2 Services
    • 5.1.2.1 Professional Services
    • 5.1.2.2 Managed Services
  • 5.2 By Deployment Mode
    • 5.2.1 Cloud
    • 5.2.2 On-Premises
    • 5.2.3 Hybrid
  • 5.3 By Enterprise Size
    • 5.3.1 SMEs
    • 5.3.2 Large Enterprises
  • 5.4 By Sales Channel / Function
    • 5.4.1 B2B Direct Sales
    • 5.4.2 Channel Sales (VARs, Distributors)
    • 5.4.3 Inside Sales
    • 5.4.4 Others
  • 5.5 By End-User Industry
    • 5.5.1 IT and Telecom
    • 5.5.2 BFSI
    • 5.5.3 Retail and E-commerce
    • 5.5.4 Healthcare and Life Sciences
    • 5.5.5 Media and Entertainment
    • 5.5.6 Manufacturing
    • 5.5.7 Others
  • 5.6 By Subscription / Pricing Model
    • 5.6.1 Annual Subscription
    • 5.6.2 Monthly Subscription
    • 5.6.3 Pay-As-You-Go
  • 5.7 By Geography
    • 5.7.1 North America
    • 5.7.1.1 United States
    • 5.7.1.2 Canada
    • 5.7.1.3 Mexico
    • 5.7.2 South America
    • 5.7.2.1 Brazil
    • 5.7.2.2 Argentina
    • 5.7.2.3 Rest of South America
    • 5.7.3 Europe
    • 5.7.3.1 Germany
    • 5.7.3.2 United Kingdom
    • 5.7.3.3 France
    • 5.7.3.4 Italy
    • 5.7.3.5 Spain
    • 5.7.3.6 Russia
    • 5.7.3.7 Rest of Europe
    • 5.7.4 Asia-Pacific
    • 5.7.4.1 China
    • 5.7.4.2 Japan
    • 5.7.4.3 India
    • 5.7.4.4 South Korea
    • 5.7.4.5 Australia and New Zealand
    • 5.7.4.6 Rest of Asia-Pacific
    • 5.7.5 Middle East and Africa
    • 5.7.5.1 Middle East
    • 5.7.5.1.1 Saudi Arabia
    • 5.7.5.1.2 UAE
    • 5.7.5.1.3 Turkey
    • 5.7.5.1.4 Rest of Middle East
    • 5.7.5.2 Africa
    • 5.7.5.2.1 South Africa
    • 5.7.5.2.2 Nigeria
    • 5.7.5.2.3 Egypt
    • 5.7.5.2.4 Rest of Africa

6. COMPETITIVE LANDSCAPE

  • 6.1 Market Concentration
  • 6.2 Strategic Moves
  • 6.3 Market Share Analysis
  • 6.4 Company Profiles (includes Global level Overview, Market level overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share for key companies, Products and Services, and Recent Developments)
    • 6.4.1 ZoomInfo Technologies Inc.
    • 6.4.2 Dun and Bradstreet Holdings Inc.
    • 6.4.3 LinkedIn Corporation (Microsoft Corporation)
    • 6.4.4 Cognism Ltd.
    • 6.4.5 Demandbase Inc.
    • 6.4.6 6sense Insights Inc.
    • 6.4.7 Leadfeeder (Funnel IO Oy)
    • 6.4.8 Clearbit, Inc.
    • 6.4.9 UpLead LLC
    • 6.4.10 LeadGenius Inc.
    • 6.4.11 RelPro Inc.
    • 6.4.12 Gryphon Networks Corp.
    • 6.4.13 Yesware Inc.
    • 6.4.14 InsideView Technologies Inc.
    • 6.4.15 Apollo.io (DataRobotica)
    • 6.4.16 Lusha Systems Inc.
    • 6.4.17 Seamless.ai
    • 6.4.18 RocketReach LLC
    • 6.4.19 Owler Inc.
    • 6.4.20 Kompass International SA
    • 6.4.21 Artesian Solutions Ltd.
    • 6.4.22 RingLead Inc.
    • 6.4.23 Vainu IO Oy
    • 6.4.24 Adapt.io (ZoomInfo)
    • 6.4.25 DiscoverOrg LLC (legacy)
    • 6.4.26 Bombora Inc.

7. MARKET OPPORTUNITIES AND FUTURE TRENDS

  • 7.1 White-space and Unmet-need Assessment
  • 7.2 Emerging Use-Cases
  • 7.3 Future Technology Roadmap
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Research Methodology Framework and Report Scope

Market Definitions and Key Coverage

Our study defines the global sales intelligence market as all dedicated software platforms and associated professional or managed services that gather, enrich, score, and deliver contact, account, and intent data used by B2B sellers throughout the prospecting, qualification, and closing stages. The definition embraces platform-based suites, data-enrichment APIs, intent data feeds, and lead-generation or scoring add-ons that integrate with CRM or marketing automation stacks.

Scope exclusion: General-purpose CRM, broader business-intelligence tools, and marketing-automation suites not explicitly built for prospect-level selling are outside the study.

Segmentation Overview

  • By Component
    • Solutions
      • Platform-based Solutions
      • Data Enrichment Tools
      • Intent Data Platforms
      • Lead Gen and Scoring Tools
    • Services
      • Professional Services
      • Managed Services
  • By Deployment Mode
    • Cloud
    • On-Premises
    • Hybrid
  • By Enterprise Size
    • SMEs
    • Large Enterprises
  • By Sales Channel / Function
    • B2B Direct Sales
    • Channel Sales (VARs, Distributors)
    • Inside Sales
    • Others
  • By End-User Industry
    • IT and Telecom
    • BFSI
    • Retail and E-commerce
    • Healthcare and Life Sciences
    • Media and Entertainment
    • Manufacturing
    • Others
  • By Subscription / Pricing Model
    • Annual Subscription
    • Monthly Subscription
    • Pay-As-You-Go
  • By Geography
    • North America
      • United States
      • Canada
      • Mexico
    • South America
      • Brazil
      • Argentina
      • Rest of South America
    • Europe
      • Germany
      • United Kingdom
      • France
      • Italy
      • Spain
      • Russia
      • Rest of Europe
    • Asia-Pacific
      • China
      • Japan
      • India
      • South Korea
      • Australia and New Zealand
      • Rest of Asia-Pacific
    • Middle East and Africa
      • Middle East
        • Saudi Arabia
        • UAE
        • Turkey
        • Rest of Middle East
      • Africa
        • South Africa
        • Nigeria
        • Egypt
        • Rest of Africa

Detailed Research Methodology and Data Validation

Primary Research

We held structured interviews and short surveys with product managers at leading platforms, procurement heads in IT and telecom, BFSI, and e-commerce firms across North America, Europe, and Asia-Pacific, and regional system-integrator partners. These conversations tested segmentation relevance, typical seat counts, churn rates, and price trajectories, letting us reconcile secondary signals with on-the-ground realities.

Desk Research

We began by scanning open datasets such as the U.S. Census ICT survey, Eurostat digital economy tables, and OECD SaaS spending indices, which anchor enterprise software outlays by size band and region. Trade-body portals, including the Business Software Alliance and the Sales Enablement Society, supplied adoption benchmarks and vendor counts, while public filings, investor decks, and earnings calls from listed vendors revealed revenue run-rates and average subscription prices. Additional context was drawn from respected journals like MIS Quarterly and PatentsView for technology diffusion signals. Paid repositories that Mordor analysts access, D&B Hoovers for company financials and Dow Jones Factiva for global news flow, rounded out firm-level intelligence. This list is illustrative; many other public and proprietary sources informed data collection, validation, and clarification.

Market-Sizing and Forecasting

Mordor's model starts with a top-down build: total enterprise software spend by region is multiplied by historical penetration rates of sales intelligence solutions, then refined using indicators such as CRM installed-base growth, B2B digital-ad outlays, average paid-seat expansion, regulatory data-privacy milestones, and regional GDP per digital worker figures. Select bottom-up checks, sampled vendor revenue roll-ups, channel-partner shipment logs, and price-per-seat audits, calibrate totals and expose gaps. Forecasts deploy a multivariate regression blending CRM spend growth, SaaS pricing curves, internet business density, and macro cycles, with scenario analysis guiding upside and downside cases. Assumption gaps, like limited disclosure from private vendors, are bridged through conservative interpolation validated by primary sources.

Data Validation and Update Cycle

Before sign-off, outputs undergo anomaly scans, peer review, and reconciliation against third-party macro indicators. Reports refresh annually, with interim adjustments triggered by material funding rounds, regulatory actions, or notable M&A; a last-mile analyst pass ensures that clients receive the latest view.

Why Mordor's Sales Intelligence Baseline Underpins Reliable Planning

Published estimates often diverge because firms differ on what qualifies as sales intelligence, which revenue streams to count, and how frequently models are refreshed.

Key gap drivers include exclusion of services revenue, varying treatment of enrichment-only tools, disparate ASP progression assumptions, and refresh cadences that miss recent AI-driven seat expansion.

Benchmark comparison

Market Size Anonymized source Primary gap driver
USD 4.42 B (2025) Mordor Intelligence -
USD 4.40 B (2024) Regional Consultancy A Counts core software only and relies on vendor self-reports; update every 18 months
USD 3.31 B (2024) Global Consultancy B Narrows scope to large-enterprise licenses and folds intent data into BI market; limited primary validation
USD 3.26 B (2023) Trade Journal C Omits enrichment APIs and assumes uniform ASP decline post-2022

The comparison shows that when scope breadth, timely refreshes, and mixed-method validation are applied consistently, Mordor's balanced baseline offers decision-makers a dependable, transparent figure that can be retraced to clear variables and repeatable steps.

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Key Questions Answered in the Report

What is the current size of the sales intelligence market?

The sales intelligence market size stands at USD 4.42 billion in 2025 and is projected to reach USD 8.19 billion by 2030.

Which segment is growing fastest within the market?

Hybrid deployment is advancing at an 18.6% CAGR as enterprises blend cloud scalability with on-premises data control.

How are privacy regulations shaping product design?

GDPR, CCPA, and newly enacted US state laws drive consent management, sovereign cloud options, and interest in synthetic data to reduce personal-data exposure.

Why are SMEs adopting sales intelligence tools more rapidly now?

Pay-as-you-go pricing removes upfront commitment, freemium trials shorten evaluation, and low-code connectors reduce integration complexity.

What competitive factor most differentiates vendors today?

The ability to deliver real-time enrichment and transparent AI reasoning inside a unified RevOps stack increasingly dictates supplier selection.

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