Verisk Analytics Inc.

ticker: VRSK step: 01 generated: 2026-05-12 source: quick-research

Verisk Analytics Inc. (VRSK) — Business Overview

Business Description

Verisk Analytics is the dominant data analytics and risk assessment platform for the global property & casualty (P&C) insurance industry, operating what is effectively a monopoly in several critical insurance data categories. Founded in 1971 (as Insurance Services Office, or ISO) and headquartered in Jersey City, New Jersey, Verisk provides the standardized loss costs, policy language, catastrophe models, and claims estimation tools that are embedded into the workflows of virtually every U.S. insurance carrier. After divesting its energy (Wood Mackenzie) and financial services segments in 2022–2023, Verisk is now a pure-play insurance analytics company with ~$3.1B in revenue and ~55% EBITDA margins.

Revenue Model

Verisk operates on a subscription-dominant model: ~81% of revenue is recurring subscription/license fees for perpetual access to proprietary data assets, analytical tools, and industry-standard forms. The remaining ~19% is transactional revenue tied to claims processing volume and usage-based services. Key revenue sources: (1) ISO/Underwriting: Standard policy language, loss cost filings, statistical reporting tools — regulatorily embedded across all 50 states; (2) AIR Worldwide (catastrophe modeling): Probabilistic models for hurricane, earthquake, flood risk used by insurers and reinsurers for capital planning; (3) Xactimate/XactAnalysis: Property claims estimation — the industry-standard tool used by adjusters, contractors, and carriers; (4) Verisk Claims: Fraud detection, subrogation analytics, CLUE (Comprehensive Loss Underwriting Exchange) database; (5) Verisk Underwriting: Risk scoring, aerial imagery analysis, property data.

Products & Services

• ISO Standard Forms & Loss Costs: Statutory insurance filings accepted across all U.S. jurisdictions — regulatory moat
• AIR Worldwide: Global catastrophe risk models (hurricane, earthquake, flood, wildfire) for P&C and reinsurance capital management
• Xactimate: #1 property claims cost estimation software; used by 60%+ of U.S. property adjusters
• XactGen / Exact AI: AI-powered claims document generation and generative AI tools for adjusters
• CLUE (Comprehensive Loss Underwriting Exchange): Claims history database shared across carriers — improves underwriting accuracy
• Verisk Predict: Predictive analytics for fraud, severity modeling, attorney involvement
• Aerial Imagery / Remote Sensing: Roof and property condition data from satellites/drones for underwriting accuracy

Customer Base & Go-to-Market

Verisk serves all top 100 U.S. P&C insurance carriers, as well as reinsurers, Lloyd's of London syndicates, government agencies, and independent adjusters. The company sells primarily through multi-year enterprise contracts (3–5 years) with annual escalators. Revenue concentration is low — no single customer represents more than ~4% of revenue. Switching costs are extraordinarily high: insurers build underwriting rules, pricing algorithms, and regulatory filings around ISO data, making migration effectively impossible without multi-year and multi-million-dollar system overhauls.

Competitive Position

Verisk holds near-monopoly positions in several categories: (1) ISO standardized loss costs and policy language are filed with insurance regulators in all U.S. jurisdictions — any insurer must use ISO filings to use standard coverages; (2) AIR Worldwide competes with RMS (Moody's) and CoreLogic in catastrophe modeling but holds #1–2 market share; (3) Xactimate has >60% market share in property claims estimation with no comparable alternative. The network effects from contributory data (all carriers contribute claims data to improve shared models) and regulatory embedment create compounding barriers to entry. Morningstar assigns Verisk a Wide Moat rating.

Key Facts

• Founded: 1971 (as Insurance Services Office)
• Headquarters: Jersey City, New Jersey
• Employees: ~7,000
• Exchange: NASDAQ
• Sector / Industry: Industrials / Data & Analytics Services
• Fiscal Year End: December 31
• Market Cap: ~$35–40B

ticker: VRSK step: 04 generated: 2026-05-12 source: quick-research

Verisk Analytics Inc. (VRSK) — Financial Snapshot

Income Statement Summary

FY2025: Revenue $3.07B (+6.6%); gross margin ~69.9%; operating margin ~43.7%; Adj. EBITDA margin ~55%; FCF $1.2B (+30%). EPS growth ~10–12% on continued share buybacks. FY2022–FY2023 reflect the transition year as Wood Mackenzie/financial services segments were divested, leaving pure insurance analytics.

Cash Flow & Balance Sheet (FY2025)

Key Ratios (approximate, FY2025)

• P/E: ~35–40x | EV/EBITDA: ~28–30x | FCF Yield: ~3.0–3.5%
• Revenue Growth: +6.6% OCC | Adj. EBITDA Margin: ~55% | FCF Conversion: ~80% of Adj. EBITDA
• Subscription Revenue: ~81% of total | Net Revenue Retention: >100%

Growth Profile

Verisk is a compounding, wide-moat business with consistent mid-to-high single digit organic revenue growth driven by: (1) annual price increases on subscription contracts (typically 4–6% per year on the core ISO/underwriting products); (2) volume growth as insurance policy counts and claims grow with the economy; and (3) new product adoption (AI-powered claims tools, aerial imagery, advanced analytics). The Adj. EBITDA margin has expanded ~100–150 bps per year as the company scales its high fixed-cost platform. Following the divestiture of lower-margin segments, the pure-play insurance analytics profile is cleaner and more predictable than ever.

Forward Estimates

• FY2026: Organic constant currency revenue growth 6–8% (management 3-year guidance); Adj. EBITDA margin targeting 56–57%; FCF ~$1.3–1.4B; EPS $7.80–8.20
• 3-Year Target: 6–8% OCC revenue growth + 100 bps margin expansion per year + ~3–4% share count reduction = ~12–15% EPS CAGR
• Capital Return: ~$1.2–1.5B annual buybacks + $0.40/share quarterly dividend (~0.7% yield)

ticker: VRSK step: 12 generated: 2026-05-12 source: quick-research

Verisk Analytics Inc. (VRSK) — Investment Catalysts & Risks

Bull Case Drivers

1. AI Integration Deepens the Moat and Expands Monetization — Verisk is deploying generative AI (XactGen, Exact AI) directly into the Xactimate claims workflow — the industry-standard tool that adjusters, carriers, and contractors already use. AI-generated claims documents, automated scope-of-work estimates, and intelligent data extraction reduce adjuster handling time and reduce loss adjustment expense for carriers. Rather than disrupting Verisk, AI strengthens its position: Verisk's proprietary database of hundreds of millions of claims records is the training data that makes its AI models more accurate than any competitor could build from scratch. With 35+ AI projects in development, the AI product layer is a new monetization vector layered onto the existing subscription base.

2. Regulatory Embedment Creates Durable Pricing Power — ISO loss costs, policy forms, and statistical reporting are filed with insurance regulators in all U.S. states and territories — not by Verisk alone but as a required industry standard. Any insurer using standard coverage forms must use ISO filings; any regulator approving rates relies on ISO statistical data. This regulatory embedment means Verisk can raise prices 4–6% annually on its core ISO products with near-zero customer attrition — there is no alternative. The combination of embedded regulatory infrastructure and catastrophe modeling tools (AIR) creates a compounding revenue stream that grows reliably regardless of economic cycle.

3. P&C Insurance Hardening Cycle Expands Volume-Based Revenue — When insurance premiums rise (as they have since 2020 due to catastrophe losses, social inflation, and reinsurance tightening), policy counts grow, new business underwriting activity increases, and claims frequency/severity both rise — all of which drive incremental volume in Verisk's transactional revenue streams (claims estimates processed, new policies scored, CLUE reports generated). The current hard insurance market cycle is expected to sustain through 2026 as carriers continue repricing for climate-related cat exposure and litigation costs, providing a volume tailwind to supplement the subscription pricing growth.

Bear Case Risks

1. P&C Insurance Market Normalization Risk — Verisk's transactional revenue is directly tied to insurance industry activity: policy originations, claims frequency, and catastrophe event volumes. In Q1 2026, preliminary U.S. P&C industry data showed premium growth decelerating sharply to ~3.8% annualized from 6.5% in late 2025, suggesting the insurance hard market may be normalizing faster than expected. When insurance premium growth slows, new policy origination volume falls, and Verisk's transactional revenue (claims processing, underwriting queries) declines. This dynamic caused VRSK shares to fall 5%+ on a single P&C data release in March 2026, highlighting the market's sensitivity to insurance cycle signals.

2. Premium Valuation with Limited Near-Term Catalysts — At ~35–40x P/E and ~28–30x EV/EBITDA, Verisk prices in a sustained 12–15% EPS compounding trajectory. Any growth disappointment — slower-than-expected AI adoption, a softening insurance market reducing volume, or margin expansion decelerating — compresses the multiple sharply. The stock already fell ~21% year-to-date at one point in early 2026 on growth concerns. Bears argue that 6–8% organic revenue growth at a 35x P/E is not cheap enough for the cyclical risk embedded in the business model, and that AI disruption from InsurTech startups (who could build competing platforms on open data) represents an underappreciated long-term risk.

3. Debt Leverage and Capital Allocation Scrutiny — Verisk carries ~$3.5B in net debt (~2x Adj. EBITDA), elevated for a capital-light, high-margin business. The terminated AccuLynx acquisition (roofing contractor software) raised questions about M&A discipline — management pivoted away from the deal after investor pushback, which is positive, but reflects a broader concern that management might overpay for adjacencies at a time when the core business already trades at a premium. Net margin has compressed from ~33% to ~29.6% over the past two years as reinvestment spending (AI, product development, sales force) increases, and bears watch whether this margin investment translates to proportionate revenue acceleration or simply compresses returns.

Upcoming Events

• Q1 2026 Earnings (April/May 2026): Subscription growth rate; transactional volume trends from P&C industry normalization; AI product adoption metrics; FY2026 guidance confirmation
• P&C Industry Premium Data (Monthly): Industry-wide premium growth rate is a leading indicator for Verisk transactional volume — market-moving for VRSK
• AI Product Rollout: XactGen expansion to new customer segments; Exact AI adoption data; new module launches
• Capital Return: FY2026 buyback pace relative to $1.2B+ authorization; dividend growth announcement

Analyst Sentiment

Predominantly Buy/Outperform (15+ analysts covering); median price target ~$290–320 (implies ~10–20% upside from ~$270 level). Bulls cite the wide moat, 55% EBITDA margins, and AI monetization opportunity; bears point to the premium valuation, P&C cycle sensitivity, and net margin compression. Wide moat designation from Morningstar at a fair value estimate ~$295.

Research Date

Generated: 2026-05-12