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MGI Research

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uuid000d2yv

Namestring
MGI Research
Legal namestring
MGI Research LLC
Websiteurl
mgiresearch.com
Company typeenum
Private
Founded yearint
2009
Descriptiontext

MGI Research is an independent research and strategic advisory firm operating from Englewood Cliffs, New Jersey, with a second office in San Francisco. Founded in 2008, the firm is structured as MGI Research LLC, is privately held by its founding Managing Directors (Andrew Dailey, Igor Stenmark, Jim Mendelson), and has not raised external capital. MGI focuses on the monetization software stack — including agile billing, configure-price-quote (CPQ), contract lifecycle management (CLM), revenue recognition, quote-to-cash, and digital payments — serving three primary customer segments: technology buyers (C-level and functional executives), technology vendors (primarily SaaS suppliers), and institutional investors (including private equity and investment banks).

The firm's core research assets are the MGI 360 Ratings (a 0-100 vendor scoring system built on 149 unique data points across Product, Management, Strategy, Sales, and Finances, introduced in 2013), MGI Forecasts (bottom-up TAM/SAM forecasting based on a proprietary Global Analytics Model covering 34,817+ publicly listed companies across 117 countries and 66 industries), and the MGI Ideal Customer Profile™ framework. Supporting assets include the MGI Cloud 30 Index (Bloomberg: MGICLOUD, tracked since late 2009), MGI MarketLens reports, and a Pricing Migration Model interactive tool. These products are delivered through Catalyst Subscriptions (annual subscription with unlimited analyst access), Advisory Services (Reality Check, Deep Dive, Sounding Board engagements), and a content licensing product (MGI Reprints). The firm also operates The Margin newsletter and podcast, the virtual Monetize Forum (65+ sessions across 12 tracks), and in-person Monetize Conferences in San Francisco and Amsterdam as customer engagement and thought-leadership channels.

Short descriptiontext

MGI Research is an independent research and advisory firm providing quantitative vendor ratings, bottom-up TAM forecasts, and strategic advisory for technology buyers, software vendors, and institutional investors in the monetization and quote-to-cash software market.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1–10
akta.pro rankint
HeadquartersEnglewood Cliffs, United States
HQ citystring
Englewood Cliffs
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices2 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
market research services, vendor ratings analysis, monetization advisory, TAM forecasting, industry research subscriptions
Industry3 codes
1Industry & Sector Research (Syndicated/Custom)
CodeBPAHALAEPrimaryYes
2Sector-Specific Industry Research
CodeFSACAGALPrimaryNo
3Strategy & Thematic Research
CodeFSACAGAGPrimaryNo
NAICS code1 code
  • Other Scientific and Technical Consulting Services541690
SIC code2 codes
  • Services-Engineering, Accounting, Research, Management8700
  • Services-Management Consulting Services8742
Product category
Market Research & Strategic Advisory Services
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model2 records
1Catalyst Subscriptions
TypeSubscription Recurring
Description

Subscription-based research and advisory services providing access to MGI 360 Ratings, research forecasts, end-user survey data, 20 Questions interviews, webcasts, one-on-one meetings, and live events. Includes unlimited email and phone access to senior partners and analysts.

mgiresearch.com
2Advisory Services
TypeProfessional Services
Description

Direct advisory engagements including Reality Check (objective perspective on projects), Deep Dive (in-depth exploration of strategies), and Sounding Board (direct feedback on questions or ideas).

mgiresearch.com
Marketing channels10 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels3 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Operations, Marketing or Sales, Technology or R&D, Others
Pricing details1 tier
1Catalyst Subscription includes unlimited analyst access, MGI 360 Ratings, forecasts, survey data access, and event access.
ModelSubscriptionBilling cadenceAnnual
Notes

Quote-based / Not publicly disclosed. Contact MGI Research for pricing details.

mgiresearch.com
GTM typeB2B
B2B
Offering typeServices
Services
Brand1 of 8 records shown
1MGI 360 Ratings
Description

A comprehensive company evaluation and rating methodology that scores companies on a scale of 1 to 100 in specific markets, comprising five major categories: Product, Management, Strategy, Sales, and Finances.

mgiresearch.com
+7 more records
Core offering1 text field

MGI Research is an independent research and strategic advisory firm that delivers subscription-based quantitative research on technology monetization markets. Its core offerings include the MGI 360 Ratings vendor evaluation system, MGI Forecasts for TAM/SAM analysis, and the MGI Ideal Customer Profile framework, all delivered through Catalyst Subscriptions with unlimited analyst access and supported by Advisory Services engagements.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 3 values shown
  • MGI Forecasts have been used to raise billions in capital
+2 more records
Product overview1 text field

MGI Research is an independent research and strategic advisory firm offering a portfolio of quantitative research products and advisory services focused on technology buyers, vendors, and institutional investors in the monetization space. The core offerings include MGI 360 Ratings (a 149-point vendor evaluation system scoring companies 0-100), MGI Forecasts (bottom-up TAM analysis covering 38,000+ companies), and MGI Ideal Customer Profile™ (vendor-specific prospect analysis). These core products are delivered through Catalyst Subscriptions providing ongoing analyst access, supplemented by Advisory Services for direct strategic consultation. The firm also operates The Margin Podcast and Newsletter as thought leadership media, hosts Monetize Forum (virtual) and Monetize Conferences (in-person in San Francisco and Amsterdam), and provides MGI Reprints for licensed content distribution. Supporting offerings include the MGI Cloud 30 Index and an interactive Pricing Migration Model tool.

Product and service2 records
1MGI 360 Ratings
CategoryVendor Ratings
Description

A comprehensive vendor rating system scoring companies 0 to 100 across 149 unique data points, evaluating Product, Management, Strategy, Sales, and Finances across five equally weighted categories of 20 points each. Used by technology buyers to evaluate vendors and by vendors to benchmark competitive positioning.

2MGI Forecasts
Scale indicator4 records

Each record includes

Type, Value, Description, Source

Recent move3 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeBroad incumbent
Description

IDC is a global market intelligence firm providing syndicated research, forecasts, and advisory across enterprise software and IT infrastructure, overlapping with MGI's TAM forecasting and vendor benchmarking in monetization categories. It is a broad incumbent with significantly larger analyst headcount.

TypeDirect peer
Description

Ventana Research, now part of ISG, is a research and advisory firm focused on business and IT, producing vendor evaluations and research that directly overlap with MGI's coverage of revenue, finance, and Quote-to-Cash software categories. Highly comparable peer in methodology and audience.

TypeBroad incumbent
Description

SiriusDecisions, now part of Forrester, is a research and advisory firm serving B2B sales, marketing, and product organizations with frameworks and benchmarks that overlap with MGI's coverage of monetization, pricing, and revenue operations. Now a division of a broader incumbent.

TypeDirect peer
Description

Nucleus Research is a boutique technology research firm producing case-based ROI and vendor evaluations for enterprise software buyers, similar in scale and approach to MGI Research. It publishes vendor ratings and buyer guides that overlap with MGI 360 Ratings in monetization-adjacent categories.

TypeOthers
Description

TSIA is a membership-based research organization serving technology vendors, with subscription research and benchmarking that partially overlap MGI's vendor benchmarking and monetization research. Adjacent rather than directly competing for the same buyer.

TypeBroad incumbent
Description

Forrester is a major technology and market research firm with deep coverage of B2B sales, marketing, and enterprise software categories that overlap with MGI's monetization, CPQ, and revenue operations research. It competes for similar enterprise subscription and advisory budgets but at much broader scale.

TypeDirect peer
Description

Constellation Research is an advisory and research firm focused on disruptive and transformative technologies, often publishing subscription research, advisory, and events that overlap with MGI's coverage of enterprise software, monetization, and digital business models. Comparable in size and operating model.

TypeDirect peer
Description

HfS Research, now part of IBM, is an analyst firm focused on business and IT operations with research, ratings, and advisory that overlap with MGI's monetization and revenue operations coverage. Comparable as a mid-sized subscription research and advisory firm.

TypeBroad incumbent
Description

Gartner is the largest IT research and advisory firm globally, offering subscription research, advisory, and conferences covering IT, software, and adjacent enterprise technology categories that overlap with MGI's monetization coverage (CPQ, billing, CLM). It is a broad incumbent rather than a direct specialist peer.

TypeBroad incumbent
Description

451 Research, now part of S&P Global, delivers syndicated and custom enterprise technology research with coverage of software, cloud, and adjacent categories. It competes with MGI on subscription research and advisory for institutional investors and enterprise technology buyers.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers3 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment4 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature5 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

MGI Research

Market Research & Strategic Advisory Servicesmgiresearch.com

MGI Research is an independent research and advisory firm providing quantitative vendor ratings, bottom-up TAM forecasts, and strategic advisory for technology buyers, software vendors, and institutional investors in the monetization and quote-to-cash software market.

What MGI Research does

MGI Research is an independent research and strategic advisory firm operating from Englewood Cliffs, New Jersey, with a second office in San Francisco. Founded in 2008, the firm is structured as MGI Research LLC, is privately held by its founding Managing Directors (Andrew Dailey, Igor Stenmark, Jim Mendelson), and has not raised external capital. MGI focuses on the monetization software stack — including agile billing, configure-price-quote (CPQ), contract lifecycle management (CLM), revenue recognition, quote-to-cash, and digital payments — serving three primary customer segments: technology buyers (C-level and functional executives), technology vendors (primarily SaaS suppliers), and institutional investors (including private equity and investment banks).

The firm's core research assets are the MGI 360 Ratings (a 0-100 vendor scoring system built on 149 unique data points across Product, Management, Strategy, Sales, and Finances, introduced in 2013), MGI Forecasts (bottom-up TAM/SAM forecasting based on a proprietary Global Analytics Model covering 34,817+ publicly listed companies across 117 countries and 66 industries), and the MGI Ideal Customer Profile™ framework. Supporting assets include the MGI Cloud 30 Index (Bloomberg: MGICLOUD, tracked since late 2009), MGI MarketLens reports, and a Pricing Migration Model interactive tool. These products are delivered through Catalyst Subscriptions (annual subscription with unlimited analyst access), Advisory Services (Reality Check, Deep Dive, Sounding Board engagements), and a content licensing product (MGI Reprints). The firm also operates The Margin newsletter and podcast, the virtual Monetize Forum (65+ sessions across 12 tracks), and in-person Monetize Conferences in San Francisco and Amsterdam as customer engagement and thought-leadership channels.

MGI Research firmographics

Firmographics
Name
MGI Research
Legal name
MGI Research LLC
Website
https://mgiresearch.com
Company type
Private
Founded year
2009
Operating status
Operating
Headcount range
1–10 employees
Short description
MGI Research is an independent research and advisory firm providing quantitative vendor ratings, bottom-up TAM forecasts, and strategic advisory for technology buyers, software vendors, and institutional investors in the monetization and quote-to-cash software market.
Ownership category
akta.pro rank

MGI Research industry classification

Industry
Product category
Market Research & Strategic Advisory Services
NAICS
Other Scientific and Technical Consulting Services (541690)
SIC
Services-Engineering, Accounting, Research, Management (8700), Services-Management Consulting Services (8742)
akta.pro primary industry
Industry & Sector Research (Syndicated/Custom) (BPAHALAE)
akta.pro secondary industries
Sector-Specific Industry Research (FSACAGAL), Strategy & Thematic Research (FSACAGAG)

Keywords

  • Market research services
  • Vendor ratings analysis
  • Monetization advisory
  • TAM forecasting
  • Industry research subscriptions

Where MGI Research is headquartered

Location

Headquarters

HQ city
Englewood Cliffs
HQ country
United States
HQ region
North America

Offices2 records

Markets served

MGI Research business model

Business model
GTM type
B2B
Offering type
Services
Cost components
Personnel, Operations, Marketing or Sales, Technology or R&D, Others

Revenue model

  1. Catalyst Subscriptions: Subscription-based research and advisory services providing access to MGI 360 Ratings, research forecasts, end-user survey data, 20 Questions interviews, webcasts, one-on-one meetings, and live events. Includes unlimited email and phone access to senior partners and analysts.
  2. Advisory Services: Direct advisory engagements including Reality Check (objective perspective on projects), Deep Dive (in-depth exploration of strategies), and Sounding Board (direct feedback on questions or ideas).

Pricing tiers

ModelBillingPrice
SubscriptionAnnualCatalyst Subscription includes unlimited analyst access, MGI 360 Ratings, forecasts, survey data access, and event access.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels10 records

MGI Research product offering

Product offering

Core offering

MGI Research is an independent research and strategic advisory firm that delivers subscription-based quantitative research on technology monetization markets. Its core offerings include the MGI 360 Ratings vendor evaluation system, MGI Forecasts for TAM/SAM analysis, and the MGI Ideal Customer Profile framework, all delivered through Catalyst Subscriptions with unlimited analyst access and supported by Advisory Services engagements.

Product overview

MGI Research is an independent research and strategic advisory firm offering a portfolio of quantitative research products and advisory services focused on technology buyers, vendors, and institutional investors in the monetization space. The core offerings include MGI 360 Ratings (a 149-point vendor evaluation system scoring companies 0-100), MGI Forecasts (bottom-up TAM analysis covering 38,000+ companies), and MGI Ideal Customer Profile™ (vendor-specific prospect analysis). These core products are delivered through Catalyst Subscriptions providing ongoing analyst access, supplemented by Advisory Services for direct strategic consultation. The firm also operates The Margin Podcast and Newsletter as thought leadership media, hosts Monetize Forum (virtual) and Monetize Conferences (in-person in San Francisco and Amsterdam), and provides MGI Reprints for licensed content distribution. Supporting offerings include the MGI Cloud 30 Index and an interactive Pricing Migration Model tool.

Differentiator

Problem solved

Functional benefit

Brands

  • MGI 360 Ratings: A comprehensive company evaluation and rating methodology that scores companies on a scale of 1 to 100 in specific markets, comprising five major categories: Product, Management, Strategy, Sales, and Finances.
  • MGI Forecasts
  • MGI Ideal Customer Profile™
  • The Margin
  • The Margin Podcast
  • Monetize Forum
  • Monetize Conferences
  • MGI Cloud 30 Index

Products and services

  • MGI 360 Ratings A comprehensive vendor rating system scoring companies 0 to 100 across 149 unique data points, evaluating Product, Management, Strategy, Sales, and Finances across five equally weighted categories of 20 points each. Used by technology buyers to evaluate vendors and by vendors to benchmark competitive positioning.
  • MGI Forecasts

Quantifiable outcome

  • MGI Forecasts have been used to raise billions in capital
  • +2 more outcomes

Companies that use MGI Research

Customer profile

Named customers3 records

Segments4 records

Ideal customer profiles3 records

MGI Research technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature5 records

MGI Research partnerships and signals

Strategic signal

Scale indicators4 records

Recent moves3 records

Expansion highlights6 records

MGI Research competitors and assessment

Company assessment

Broad incumbents

  • IDC (International Data Corporation): IDC is a global market intelligence firm providing syndicated research, forecasts, and advisory across enterprise software and IT infrastructure, overlapping with MGI's TAM forecasting and vendor benchmarking in monetization categories. It is a broad incumbent with significantly larger analyst headcount.
  • SiriusDecisions (Forrester): SiriusDecisions, now part of Forrester, is a research and advisory firm serving B2B sales, marketing, and product organizations with frameworks and benchmarks that overlap with MGI's coverage of monetization, pricing, and revenue operations. Now a division of a broader incumbent.
  • Forrester Research: Forrester is a major technology and market research firm with deep coverage of B2B sales, marketing, and enterprise software categories that overlap with MGI's monetization, CPQ, and revenue operations research. It competes for similar enterprise subscription and advisory budgets but at much broader scale.
  • Gartner: Gartner is the largest IT research and advisory firm globally, offering subscription research, advisory, and conferences covering IT, software, and adjacent enterprise technology categories that overlap with MGI's monetization coverage (CPQ, billing, CLM). It is a broad incumbent rather than a direct specialist peer.
  • 451 Research / S&P Global Market Intelligence: 451 Research, now part of S&P Global, delivers syndicated and custom enterprise technology research with coverage of software, cloud, and adjacent categories. It competes with MGI on subscription research and advisory for institutional investors and enterprise technology buyers.

Direct peers

  • Ventana Research (now part of ISG): Ventana Research, now part of ISG, is a research and advisory firm focused on business and IT, producing vendor evaluations and research that directly overlap with MGI's coverage of revenue, finance, and Quote-to-Cash software categories. Highly comparable peer in methodology and audience.
  • Nucleus Research: Nucleus Research is a boutique technology research firm producing case-based ROI and vendor evaluations for enterprise software buyers, similar in scale and approach to MGI Research. It publishes vendor ratings and buyer guides that overlap with MGI 360 Ratings in monetization-adjacent categories.
  • Constellation Research: Constellation Research is an advisory and research firm focused on disruptive and transformative technologies, often publishing subscription research, advisory, and events that overlap with MGI's coverage of enterprise software, monetization, and digital business models. Comparable in size and operating model.
  • HfS Research (now part of IBM): HfS Research, now part of IBM, is an analyst firm focused on business and IT operations with research, ratings, and advisory that overlap with MGI's monetization and revenue operations coverage. Comparable as a mid-sized subscription research and advisory firm.

Others

  • TSIA (Technology Services Industry Association): TSIA is a membership-based research organization serving technology vendors, with subscription research and benchmarking that partially overlap MGI's vendor benchmarking and monetization research. Adjacent rather than directly competing for the same buyer.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

MGI Research social profiles

Digital presence

MGI Research financial estimates

Financial estimate

Revenue estimate

Valuation estimate

MGI Research leadership team

Management profile

Number of profiles

Profiles4 records

MGI Research funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

MGI Research M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about MGI Research

What does MGI Research do?

MGI Research is an independent research and strategic advisory firm that delivers subscription-based quantitative research on technology monetization markets. Its core offerings include the MGI 360 Ratings vendor evaluation system, MGI Forecasts for TAM/SAM analysis, and the MGI Ideal Customer Profile framework, all delivered through Catalyst Subscriptions with unlimited analyst access and supported by Advisory Services engagements.

Is MGI Research a public or private company?

MGI Research is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was MGI Research founded?

MGI Research was founded in 2009. It employs 1 to 10 people.

Where is MGI Research based?

MGI Research is headquartered in Englewood Cliffs, United States, in the North America region.

How does MGI Research make money?

Two revenue lines are on record. Catalyst Subscriptions are the primary driver. The others are advisory Services.

Who are MGI Research's main competitors?

Broad incumbents on record are IDC (International Data Corporation), SiriusDecisions (Forrester), Forrester Research, Gartner and 451 Research / S&P Global Market Intelligence. Direct peers are Ventana Research (now part of ISG), Nucleus Research, Constellation Research and HfS Research (now part of IBM). TSIA (Technology Services Industry Association) is listed as an others.

Does MGI Research have an API?

No public API is recorded for MGI Research.

What industry is MGI Research in?

MGI Research's product category is Market Research & Strategic Advisory Services. Its primary akta.pro industry code is BPAHALAE, Industry & Sector Research (Syndicated/Custom), with a secondary code of FSACAGAL, Sector-Specific Industry Research. Its NAICS code is 541690 and its SIC code is 8700.

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Live signals
EIN PresswireSoftrax Named to MGI Research's 2026 Agile Billing Top 50 Buyer's Guide, Leader in All Four MarketLens™ RankingsSoftrax was named to MGI Research's 2026 Agile Billing Top 50 Buyer's Guide, earning a Top 5 ranking for billing complexity handling and leader-quadrant positioning across all four MarketLens charts. The company's BluIQ platform and BluLogix acquisition strengthen its monetization capabilities for usage-based pricing and AI-driven models.PR NewswireBillingPlatform Receives Highest Overall Product Rating and Named a Top Quadrant Leader in the 2026 MGI 360™ Ratings Report for Agile Billing from MGI ResearchBillingPlatform received the highest overall product rating and was named a Top Quadrant Leader in MGI Research's 2026 MGI 360™ Ratings Report for Agile Billing. The recognition is based on an analysis of 50 vendors, with MGI Research highlighting BillingPlatform's AI-native, metadata-driven architecture as differentiated for handling complex pricing at scale.EIN PresswireBluLogix & SOFTRAX Announce a Webinar With MGI Research: AI + Monetization Why Billing and RevRec Must Unite Before 2026BluLogix, SOFTRAX, and MGI Research announced a joint webinar scheduled for December 9th, 2025, focused on how connected billing and revenue recognition systems can enable AI-driven enterprise monetization operations. The webinar will address challenges companies face as they shift toward usage and hybrid pricing models, with experts discussing lead-to-ledger integration, revenue leakage elimination, and ASC 606 compliance. BluLogix and SOFTRAX are simultaneously merging to create a unified platform that combines complex billing, usage monetization, and advanced revenue recognition capabilities.MGI ResearchContract Lifecycle Management (CLM)The article outlines the evolution of Contract Lifecycle Management (CLM) software, highlighting its integration with enterprise systems and the increasing role of Generative AI in automating contract processes. MGI Research is presented as a provider of independent quantitative ratings and market analysis for CLM solution providers and buyers. The text details the key issues addressed by this research practice, such as AI-driven features, market sizing, and vendor viability.MGI ResearchContract Lifecycle Management (CLM) Top 10 Buyer’s Guide for SMBs – 2025MGI Research published the 2025 CLM Top 10 Buyer’s Guide for SMBs, evaluating ten specific vendors to assist small and mid-size businesses in selecting Contract Lifecycle Management solutions. The report utilizes MGI 360 Ratings and MarketLens comparisons to analyze vendor capabilities against SMB-specific needs such as agility, cost-efficiency, and scalability.Business Wire BlogZuora Revenue Ranked No. 1 Overall in Automated Revenue Management by MGI Research, Leading in Product and StrategyMGI Research ranked Zuora Revenue first overall in Automated Revenue Management, with top scores in Product and Strategy. The company maintains a Positive Analyst Outlook, and MGI predicts AI-based ARM solutions will be technically viable by 2027, though adoption will lag due to trust concerns.FinancialContent Business PageZuora Revenue Ranked No. 1 Overall in Automated Revenue Management by MGI Research, Leading in Product and StrategyMGI Research ranked Zuora Revenue as the number one solution overall in its Automated Revenue Management Top 30 ratings, awarding it the highest scores in both Product and Strategy categories. The research firm also predicted that AI-based ARM solutions will become technically viable by 2027, though adoption may lag due to trust and transparency concerns among finance leaders. Zuora highlighted this recognition as validation of its platform's role in helping enterprises automate complex revenue operations amid increasing pricing model complexity.PR NewswireRightRev Earns Top Recognition in MGI Research's 2025 Automated Revenue Management RatingsRightRev has been ranked as a leader in MGI Research's 2025 Automated Revenue Management Buyer's Guide, receiving an A rating and Positive Analyst Outlook. The company secured the No. 1 position in finance, No. 2 in product, and No. 3 in management team and strategy within the Top 30 vendors list.MGI ResearchAgile BillingThe article presents an overview of agile billing systems, positioning them as strategic enablers that accelerate monetization and prevent revenue leakage compared to traditional back-office functions. It outlines the scope of MGI Research's coverage, which includes vendor analysis, market data, and advisory services for business executives regarding modern billing solutions. The text highlights key issues addressed by the firm, such as cost savings, new business models, and vendor valuation trends within the agile billing sector.MGI ResearchContract Lifecycle Management (CLM) Top 35 Buyer’s GuideMGI Research published a Buyer’s Guide to the Contract Lifecycle Management (CLM) market, ranking 35 leading suppliers based on product functionality, management teams, and financial positioning. The report provides detailed ratings for 21 vendors while listing 14 others as noteworthy mentions to help prospective buyers select appropriate solutions.