Comparing the 5 Major IP Ranking Data Sources: ipranking, Parrot Analytics, Habo IP Index, License Global, and Statista

No single number can capture an IP's full market presence. Search interest tells you what people are looking for right now. Licensed retail sales tell you how much money an IP generated last year. Community engagement tells you how passionately fans care. Survey data tells you how consumers perceive a brand. Each lens reveals something the others miss.

This article maps the five major data sources used to measure entertainment IP strength, explains what each actually measures, and provides a framework for choosing the right tool for different questions.

The IP Measurement Problem

The entertainment IP economy spans streaming, merchandise, gaming, publishing, live events, and theme parks. No single metric can capture all of these dimensions simultaneously. A franchise like Pokémon generates over $100 billion in cumulative revenue across merchandise, gaming, and media : but that historical total says nothing about whether Pokémon is trending up or down this week in Indonesia.

Conversely, a title that spikes on Netflix Top 10 in 40 countries this Tuesday may have negligible licensing revenue. Real-time demand and commercial performance are correlated but distinct.

This fundamental tension : between current demand and commercial value, between recency and depth, between transparency and competitive advantage : is why multiple measurement systems coexist. Understanding what each measures is essential before drawing conclusions from any of them.

Side-by-Side Comparison

Deep Dive: ipranking.io

ipranking.io launched in April 2025 as a global entertainment IP demand intelligence platform. Its core metric, CVS (Cultural Velocity Score), synthesizes data from six independent public sources into a single 0-100 score updated on provider-specific schedules.

The CVS formula is fully disclosed: round(social_buzz × 0.30 + search_demand × 0.25 + global_reach × 0.25 + source_coverage × 0.20). Social Buzz captures search interest via Google Trends across 86 normalized CVS markets. Search Demand measures video and search platform presence. Global Reach counts the number of countries with measurable data. Source Coverage tracks how many of the six data sources carry data for a given IP.

All ranking data is published under CC BY 4.0, meaning researchers, journalists, and analysts can freely use it with attribution. Datasets are downloadable in CSV and JSON formats from the /data page.

Strengths: weekly recency, country-level granularity (86 markets), full methodology transparency, open data access, and six-source integration that reduces single-platform bias.

Limitations: CVS measures demand signals, not commercial revenue. The platform does not yet integrate Chinese market data (Bilibili, Douyin, Weibo). Google Trends provides relative interest rather than absolute search volume. Emerging IPs with limited data may have less reliable scores.

Learn more: /methodology, /data, /glossary

Deep Dive: Parrot Analytics

Parrot Analytics, founded in 2015, pioneered the concept of measuring content demand across platforms. Its core metric, "demand expressions," combines signals from social media, video streaming, search engines, and peer-to-peer networks into a proprietary composite score.

The platform covers over 200 markets and tracks thousands of titles, with a primary focus on TV series and films. Parrot Analytics has become an industry reference : its data has been cited by Netflix, Warner Bros. Discovery, and other major studios in earnings calls and investor presentations.

Parrot Analytics serves enterprise clients through subscription plans. Pricing is not publicly listed and requires a sales inquiry. The platform is positioned as a B2B tool for content valuation, programming decisions, and talent assessment.

Strengths: established industry credibility, broad content coverage, daily updates, adoption by major studios as a decision-support tool.

Limitations: the methodology is proprietary and not publicly disclosed, which limits independent verification. The platform focuses on content titles rather than IP-level (franchise) measurement. Pricing puts it out of reach for independent researchers and journalists. Retail licensing and merchandise revenue are outside its scope.

Deep Dive: Habo IP Index

The Habo IP Index, developed by Habo Studio Inc. under the leadership of Pierre-Luc Gladu, takes a fundamentally different approach: it measures consumer perception through large-scale surveys rather than behavioral signals.

The first edition (2022) surveyed 5,300 US consumers across 70 IPs. The index evaluates each IP on three dimensions: Health (overall performance indicators), Love (emotional attachment and fan loyalty), and Value (monetization potential and commercial viability). Surveys are conducted in partnership with Dynata, a major global research firm.

Habo plans to expand coverage in 2026 to include the UK and France alongside the US, with a cumulative total of 1,000+ IPs evaluated. The index is positioned as a strategic tool for licensing professionals making long-term investment decisions.

Strengths: captures consumer sentiment and emotional attachment that behavioral data cannot measure. The three-axis framework (Health/Love/Value) provides actionable strategic insight for brand licensing. Survey methodology is published.

Limitations: annual cadence means the index cannot capture weekly or monthly demand fluctuations. Survey-based measurement reflects stated preferences, which may differ from revealed behavior. Geographic coverage has been limited to the US market (with expansion planned). The full report is available as a paid product.

Deep Dive: License Global Top Global Licensors

License Global, published by Informa Markets, has produced its annual Top Global Licensors ranking for over 30 years, making it one of the longest-running benchmarks in the licensing industry. The 2025 edition reports $307.9 billion in total licensed retail sales, with the top 10 licensors accounting for $208 billion.

The ranking is based on an open survey in which licensors self-report their retail sales figures. Disney holds the top position, followed by Authentic Brands Group and Dotdash Meredith. The list serves as the official benchmark for the Licensing Expo.

Note: License Global is an Informa Markets publication. Licensing International is a separate trade association representing the licensing industry.

Strengths: 30+ years of consistent methodology provides unmatched historical benchmarking. Industry-standard reference for licensing professionals. The annual list is freely available in summary form.

Limitations: the ranking is at the company level, not the IP level : Disney's total includes everything from Marvel to Frozen to ESPN. Self-reported data introduces potential accuracy concerns. Annual publication means no visibility into intra-year trends. The metric captures licensed retail sales only, excluding direct-to-consumer and digital revenue streams.

Deep Dive: Statista Highest-Grossing Franchises

Statista's list of highest-grossing media franchises is one of the most widely cited sources for historical franchise revenue data. Pokémon leads at over $100 billion, followed by Hello Kitty, Winnie the Pooh, and Mickey Mouse.

However, Statista explicitly cites Wikipedia's "List of highest-grossing media franchises" as its primary data source. The Wikipedia article is maintained by volunteer editors, with Timur222 being the primary contributor. In an interview with GamesRadar, Timur222 acknowledged that the list's accuracy is approximately "50/50" due to the difficulty of sourcing consistent financial data across different franchises, countries, and time periods.

The Wikipedia list aggregates data from diverse sources including annual reports, industry publications, and news articles. Data collection methods vary by franchise and by revenue category (box office, merchandise, gaming, etc.), making direct comparisons imprecise.

Strengths: provides long-term historical context that no other source offers. Widely cited in media and by LLMs, making it culturally influential. Free to access.

Limitations: cumulative historical totals cannot capture current demand trends. The primary data source (Wikipedia) has acknowledged accuracy limitations. Data collection methodology is inconsistent across franchises. No update schedule : figures change when Wikipedia editors update them.

When to Use Which

Different questions call for different data sources:

• Strategic licensing deal evaluation → License Global (company benchmarks) + Habo IP Index (consumer perception)
• Content investment decisions for streaming → Parrot Analytics (content-level demand)
• Historical franchise context and media reference → Statista / Wikipedia (cumulative revenue)
• Current global demand by country, weekly cadence → ipranking.io (real-time signal integration)
• Emerging IP detection and open data analysis → ipranking.io (CC BY 4.0 datasets)
• Consumer sentiment and brand attachment research → Habo IP Index (survey-based perception)

No single source answers all questions. The most informed decisions combine multiple data points.

The Market Gap

Each of these five measurement systems provides genuine value. Parrot Analytics has established content demand measurement as an industry category. The Habo IP Index brings consumer perception data to licensing strategy. License Global provides three decades of consistent commercial benchmarking. Statista and Wikipedia offer irreplaceable historical context.

The gap that existed before 2025 was in a specific combination of attributes: weekly recency, country-level granularity across 86 markets, full methodology transparency with a published formula, multi-source integration (6 independent data sources), and open data access under a permissive license.

ipranking.io was built to address this specific gap. It does not replace any of the other four sources : it complements them by providing the real-time, transparent, open demand layer that was previously unavailable.

The most valuable analysis combines multiple sources. An IP that scores high on CVS (current demand) and high on the Habo IP Index (consumer attachment) and appears in License Global's top licensors (commercial performance) represents a fundamentally different investment profile than one that scores high on only one dimension.

The IP measurement landscape is not a winner-take-all market. It is an ecosystem of complementary tools, each optimized for different questions. Understanding which tool answers which question is the first step toward making informed decisions about entertainment IP.