How do you perform a benchmarking analysis?

To perform a benchmarking analysis: 1) Identify your target company, 2) Define the peer group using relevant criteria (industry, business model, revenue range), 3) Collect standardized financial and operational data, 4) Compare key metrics like revenue growth, EBITDA margins, and valuation multiples, 5) Analyze relative positioning and draw insights. AI tools automate steps 2-4, reducing the process from days to minutes.

What metrics can I benchmark?

You can benchmark revenue growth rates, EBITDA margins, valuation multiples (EV/Revenue, EV/EBITDA, EV/EBIT, P/E), efficiency ratios (inventory turnover, DSO, asset utilization), and operational KPIs. All data is standardized and ready for comparative analysis across your peer group.

Why is AI better than traditional benchmarking tools?

Traditional benchmarking relies on SIC/NAICS codes that group companies by broad sector but miss fundamental business model differences. AI analyzes what companies actually do — their products, customer segments, revenue models, and market positioning — to find genuinely comparable peers. It also surfaces private companies that traditional tools completely overlook.

Can I benchmark private companies?

Yes. Most benchmarking tools only cover public companies, but our platform includes financial data for millions of private companies. This is critical because in PE and M&A, your target is almost always private — benchmarking it against public peers introduces systematic bias.

← All Solutions

How to Perform a Benchmarking Analysis That Actually Holds Up

Stop comparing apples to orangutans. AI-powered benchmarking finds genuinely comparable companies — including private ones — with transparent rationale for every peer group selection.

Start benchmarking free Book a demo

370M+

Companies in benchmarking database

10.5x

Faster peer group construction

+110%

More relevant comparables found

What Is a Benchmarking Analysis?

A complete guide to comparing companies the right way

A benchmarking analysis is the practice of comparing a company's financial and operational metrics against a relevant peer group to assess relative performance, identify improvement areas, and establish defensible valuation ranges. It is a cornerstone of investment banking, private equity, corporate finance, and equity research.

Traditional benchmarking relies on SIC and NAICS industry codes — broad classification systems that group companies by sector but ignore fundamental differences in business models, revenue profiles, and operational characteristics. The result is peer groups that include companies that are not genuinely comparable, leading to misleading analysis that crumbles under scrutiny.

AI-powered benchmarking solves this by analyzing what companies actually do — their business models, products, customer segments, and market positioning — to find truly comparable peers. This includes private companies that traditional tools completely overlook, giving you a complete picture of your competitive landscape.

The stakes are high: "you don't know what you don't know" is the #1 emotional trigger that books meetings with M&A professionals. The fear of missing a relevant company — and the professional risk of handing a partner or client an incomplete list — is what drives the need for comprehensive, defensible benchmarking analysis.

How to Perform a Benchmarking Analysis in 4 Steps

From target company to defensible peer group in minutes

Define Your Target and Criteria

Start with the company you want to benchmark. Enter its name, industry, or describe the type of company you're analyzing. The more context you provide, the more precise your peer group will be. Include revenue range, geography, business model characteristics, and any other relevant filters.

Let AI Build Your Peer Group

Our AI analyzes business descriptions, revenue models, operational characteristics, and market positioning across 360M+ companies to recommend the most relevant comparable companies. Every inclusion comes with transparent rationale — so you can defend every peer group selection to your investment committee or client.

Compare Key Financial Metrics

Dive into standardized financial and operational data across your peer group. Compare revenue growth rates, EBITDA margins, valuation multiples (EV/Revenue, EV/EBITDA, EV/EBIT, P/E), efficiency ratios, and ownership structures — all in one view, with data sourced from Morningstar and FactSet.

Export and Present Your Findings

Visualize comparisons, customize your views, and export findings directly to Excel. Integrate benchmarking insights into your valuation models, due diligence reports, CIMs, or investment committee presentations — with full data provenance and AI rationale backing every conclusion.

Key Benchmarking Metrics

Standardized financial and operational KPIs across your peer group

YoY %

Revenue Growth Rates

Track market penetration, growth trajectories, and expansion velocity across your peer set

Op. %

EBITDA Margins

Assess operational efficiency, profitability, and bottom-line health relative to true comparables

EV/Rev

Valuation Multiples

Apply trading multiples from truly comparable companies to anchor defensible valuations

KPIs

Efficiency Ratios

Dig into inventory turnover, DSO, asset utilization, and revenue per employee

Benchmarking Use Cases

How financial professionals use AI-powered benchmarking

Valuation Benchmarking

Ground your valuations in real-world market data. Leverage trading multiples derived from truly comparable public and private companies to anchor your analysis with defensible, data-backed valuation ranges.

Operational Benchmarking

Assess operational efficiency against true peers. Dive into EBITDA margins, revenue per employee, asset utilization, and other key operating ratios to identify value creation opportunities.

Due Diligence Benchmarking

Validate a target company's claims during due diligence. Compare reported financials against genuine peers to uncover red flags, hidden strengths, and realistic performance expectations.

Portfolio Performance Monitoring

Continuously track portfolio company performance against relevant benchmarks. Identify underperformance early, pinpoint areas for operational improvement, and drive value creation initiatives.

Market Entry Analysis

Evaluate new market opportunities by benchmarking incumbents and potential competitors. Understand margin structures, growth rates, and competitive dynamics before committing capital.

Strategic Competitive Positioning

Map your company or target against the competitive landscape. Understand relative positioning on revenue growth, profitability, scale, and market share to inform strategic planning.

Why Benchmarking Matters

Quantified outcomes from AI-powered peer analysis

Faster Deal Sourcing & Target Identification

Quickly pinpoint promising acquisition targets by assessing their performance against industry leaders and hidden gems. Cut through the noise to find companies that align with your investment criteria.

Rigor in Due Diligence

Validate a target company's financial claims and operational efficiency with concrete, comparable data. Uncover red flags or hidden strengths before you commit, strengthening your negotiation position.

Optimized Portfolio Management

Continuously monitor portfolio company performance against relevant benchmarks. Identify underperforming assets, pinpoint areas for improvement, and drive value creation initiatives.

Enhanced Valuation Accuracy

Ground your valuations in real-world market data by leveraging the most relevant comparable companies. Reduce risk, increase confidence in your models, and provide a defensible basis for your theses.

Strategic Market Intelligence

Gain an unparalleled understanding of your market landscape, competitive dynamics, and emerging trends. Inform strategic decisions for market entry, expansion, or competitive positioning.

Defensible Analysis for Stakeholders

Present your investment committee, board, or client with benchmarking analysis backed by transparent AI rationale — not subjective professional judgment that invites challenge.

See AI Benchmarking in Action

From peer identification to competitive positioning

AI identifies your most relevant peer companies

Forget rigid SIC and NAICS codes. Our AI analyzes business descriptions, operational models, and market positioning to find companies that are genuinely comparable — with transparent rationale for every recommendation.

Semantic matchingAI rationaleBusiness model analysisPrivate & public

AI relevancy screening results showing peer group recommendations with match scores

Deep-dive into company and market context with AI Insights

AI Insights automatically generates comprehensive analysis of companies — their business models, products, customer segments, and market trends — so you can quickly understand the competitive context of your peer group.

Business modelsMarket trendsCustomer segmentsProducts & services

AI Insights interface showing business model analysis and competitive positioning

Benchmark across the world's largest company database

Access standardized financial data across 370M+ companies globally. Revenue growth, EBITDA margins, operating ratios, and ownership data — all in one platform, covering both public and private companies.

370M+ companiesPublic + privateOwnership dataFinancials

Company screening interface showing global search across public and private companies

Visualize competitive positioning and market clusters

The AI Insights graph view positions your target within its competitive landscape. Visualize relative performance, identify market clusters, and spot opportunities — powered by the most comprehensive dataset available.

AI clusteringMarket segmentsValuation multiplesCompetitive landscape

AI-powered benchmarking view showing peer group positioning and market clusters

Tools for Benchmarking

Explore the features that power your analysis

See How Teams Use This

Explore how financial professionals apply these capabilities in their workflows

Ready to benchmark with confidence?

Stop comparing apples to orangutans. Start your free trial and see the difference AI-powered peer analysis makes.