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Valuation Trading Multiples & Precedent Transactions: Business Intelligence and Analytics Software Companies

Valuation benchmarks for Business Intelligence and Analytics Software Companies. Access public trading comps, EV/EBITDA acquisition multiples, and private market data for pitch books and valuation analysis.

1.1 - Business Intelligence and Analytics Software Companies Market Context & Valuation Drivers

Public companies in this trading comparables group deliver business intelligence and analytics software that helps organizations collect, analyze, and act on data across customer, operations, and digital channels. They monetize primarily via cloud subscriptions and usage-based pricing. Grouping them as valuation benchmarks reflects shared data-platform architectures, recurring revenue models, and roles in measurement, decisioning, and customer engagement, despite varying applications spanning marketing, observability, search, and enterprise decision support.

Typical capabilities include self-service BI dashboards and visualization, data ingestion and integration pipelines, search and indexing engines, real-time analytics and event streaming, observability with APM, infrastructure and log management, marketing analytics and ad verification, customer data platforms and automation, and decision management with scoring and optimization. Offerings are cloud-native SaaS, with APIs, machine learning, identity resolution, privacy controls, and scalable multi-tenant architectures that integrate into enterprise workflows.

Primary buyers include enterprise IT and data teams, marketing and advertising organizations, and digital publishers and e-commerce operators. Key valuation drivers include ARR and revenue growth, net revenue retention from expansion seats and usage, gross margin and operating leverage, and churn. Adoption is tied to measurable outcomes such as improved campaign efficiency, faster incident resolution, better decision accuracy, and lower data operations cost.

2. Valuation Analysis: Public Trading Comps & Multiples for Business Intelligence and Analytics Software Companies companies

2.1 - Public Peer Groups & Median Valuation Multiples for Business Intelligence and Analytics Software Companies sector

Description: Public companies in this trading comparables group deliver business intelligence and analytics software that helps organizations collect, analyze, and act on data across customer, operations, and digital channels. They monetize primarily via cloud subscriptions and usage-based pricing. Grouping them as valuation benchmarks reflects shared data-platform architectures, recurring revenue models, and roles in measurement, decisioning, and customer engagement, despite varying applications spanning marketing, observability, search, and enterprise decision support.
Adobe logo

Adobe

Website β€’ HQ: United States
  • Enterprise value: $●●●m
  • Market Cap: $●●●m
  • EV/Revenue: ●.●x
  • EV/EBITDA: ●●.●x
  • Description: Provider of diversified software solutions for creative, marketing, and document management, delivering tools for content creation, digital media, and interactive experiences. Offers cloud-based services for design, publishing, and analytics globally.
  • Key Products:
  • Creative Cloud: Comprehensive suite of creative tools including Photoshop, Illustrator, and Premiere Pro
  • Document Cloud: Tools for PDF creation, e-signatures, and document management
  • Adobe Analytics: Advanced analytics tools for data-driven insights
  • Adobe Experience Cloud: Solutions for customer experience management
  • Adobe Stock: Library of high-quality stock images and videos.
Alphabet logo

Alphabet

Website β€’ HQ: United States
  • Enterprise value: $●●●m
  • Market Cap: $●●●m
  • EV/Revenue: ●.●x
  • EV/EBITDA: ●●.●x
  • Description: Provider of technology products and platforms including web-based search, advertisements, maps, software applications, mobile operating systems, consumer content, enterprise solutions, commerce, and hardware products, facilitating seamless digital experiences globally.
  • Key Products:
  • Web-based search: Advanced online search engine providing relevant information at high speed
  • Advertising services: Tools including search ads, display ads, and video ads across various platforms
  • Maps: Comprehensive mapping and navigation solutions for global users
  • Mobile operating systems: Android-based platforms for smartphones and devices
  • Hardware products: Smart devices, including smartphones, home assistants, and security systems.
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Revenue growth
Median
15.7%
2025E
16.0%
2026E
EBITDA margin
Median
28.2%
2025E
28.6%
2026E
Cash EBITDA margin
Median
27.6%
2025E
28.0%
2026E
EV/Revenue
Median
8.4x
2025E
6.8x
2026E
EV/EBITDA
Median
28.9x
2025E
24.4x
2026E
EV/Cash EBITDA
Median
29.0x
2025E
25.5x
2026E
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2.3 - Precedent M&A Transactions & Implied Enterprise Values for the Business Intelligence and Analytics Software Companies secto

Selected M&A transactions

Date Target Description Buyer(s) Relevance EV EV/Revenue EV/EBITDA
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3. Potential Strategic Acquirers for Business Intelligence and Analytics Software Companies

3.1 Top Strategic Buyers in Business Intelligence and Analytics Software Companies

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3.2 - Strategic Buyer Groups & Adjacent Industry and Verticals to the Business Intelligence and Analytics Software Companies sector

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Buyer group 1: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ

●● companies
Description: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
Key Products: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
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Buyer group 2: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ

●● companies
Description: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
Key Products: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
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Buyer group 3: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ

●● companies
Description: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
Key Products: β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ, β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
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4. Financial Sponsors & Private Equity in Business Intelligence and Analytics Software Companies

4.1 - Buyout Funds active in Business Intelligence and Analytics Software Companies

Buyout Funds investing in Business Intelligence and Analytics Software Companies companies

50+ funds
Description: Buyout funds focused on Business Intelligence and Analytics Software Companies companies globally.

4.2 - 4.2 - Growth Capital & Late-Stage Investorsin Business Intelligence and Analytics Software Companies sector

Growth Equity Funds in Business Intelligence and Analytics Software Companies companies

40+ funds
Description: Growth equity funds focused on Business Intelligence and Analytics Software Companies companies globally.
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Valuation FAQ: Business Intelligence and Analytics Software Companies

What is the current median EV/Revenue multiple for Business Intelligence and Analytics Software Companies?

Based on our index of public trading comparables, the median Enterprise Value to Revenue (EV/Rev) multiple for the Business Intelligence and Analytics Software Companies sector is currently ●.●x. High-growth peers in the top quartile are trading at ●●.●x. View full data.

What is the average EV/EBITDA multiple for companies in this sector?

Profitable companies in the Business Intelligence and Analytics Software Companies sector trade at a median EV/EBITDA multiple of ●●.●x. This represents a change vs the 5-year historical average. Our platform tracks EBITDA multiples for Business Intelligence and Analytics Software Companies and other key peer groups.

How have valuation multiples for Business Intelligence and Analytics Software Companies trended over the last 5 years?

Valuations have adjusted since 2021. The sector saw peak multiples of ●●.●x EV/Revenue, settling to a 5-year average of ●.●x today. Access our Historical Trends chart for granular monthly data.

What are recent M&A transaction multiples in the Business Intelligence and Analytics Software Companies space?

Recent precedent transactions indicate implied enterprise values ranging from ●.●x to ●●.●x Revenue. Private market deals often trade at a liquidity discount compared to public peers. Unlock the full list of precedent transactions.

Which public companies are used as trading comps for Business Intelligence and Analytics Software Companies?

The primary trading comparable group includes Business Intelligence and Analytics Software Companies. Key constituents used for benchmarking include large-cap leaders and specialized mid-cap players. See the full list of companies in the Public Trading Comps section.

How do I value a private company in the Business Intelligence and Analytics Software Companies sector?

Valuing a private Business Intelligence and Analytics Software Companies company typically involves applying current EV/Revenue and EV/EBITDA multiples from public peers to the private company's financial metrics. A discount for lack of marketability (DLOM) of 20-30% is often applied. Our private company valuation database provides the exact multiples needed for this calculation.

What are the Business Intelligence and Analytics Software Companies industry valuation multiples for 2025?

For 2025, the Business Intelligence and Analytics Software Companies industry is trading at a median EV/Revenue multiple of ●.●x. This reflects current market sentiment, interest rates, and growth expectations. Access our platform to see how these multiples have changed from 2024 to 2025.

What is the difference between trading comps and transaction multiples for Business Intelligence and Analytics Software Companies?

Trading comps look at how public markets value similar companies today, while transaction multiples (or precedent transactions) look at the price paid in past M&A deals. Transaction multiples often include a "control premium," typically resulting in higher valuations than trading comps. Our database tracks both trading multiples and M&A transaction multiples.

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