How MiFID II Research Unbundling Changed Equity Research Economics

July 23, 2026 By Yodaplus

For decades, equity research was funded in a way that few outside the investment industry ever questioned. Investors paid brokers to execute trades, and research came bundled with those commissions. It was convenient, but it also created conflicts of interest. The more trading activity a broker generated, the more research they could provide, regardless of whether clients truly valued it.

That model changed dramatically with MiFID II research unbundling.

Introduced across the European Union in January 2018, MiFID II required investment firms to separate research payments from trading commissions. Research could no longer be treated as a “free” service attached to execution. Instead, it had to be purchased and priced independently.

Although the regulation originated in Europe, its impact extended well beyond EU markets. Global investment banks, asset managers, and independent research providers all had to rethink how research was produced, distributed, priced, and consumed.

What Is MiFID II Research Unbundling?

MiFID II (Markets in Financial Instruments Directive II) is a European regulatory framework designed to improve transparency and investor protection across financial markets.

One of its most significant reforms involved research payments.

Before MiFID II, asset managers typically paid brokers through trading commissions that included both:

• Trade execution
• Equity research

The cost of research was hidden within execution fees.

MiFID II required these services to be separated.

Investment firms now had to:

• Pay directly for research
• Charge clients through Research Payment Accounts (RPAs)
• Or absorb research costs themselves

The objective was simple: make research pricing transparent and reduce conflicts of interest.

Why Was Research Unbundled?

Regulators believed the bundled model encouraged excessive trading and made it difficult for investors to understand what they were paying for.

Research unbundling aimed to:

• Increase transparency
• Improve cost accountability
• Reduce conflicts of interest
• Encourage higher-quality research
• Give investors greater control over research spending

Instead of paying for large volumes of reports, firms would evaluate which research genuinely added value.

How Equity Research Economics Changed

Research shifted from being an indirect revenue stream to a product with a visible price.

This changed the economics for nearly every participant.

Investment banks had to justify research pricing.

Asset managers became more selective about subscriptions.

Independent research firms gained greater visibility because clients could compare research providers more objectively.

Research became something that had to demonstrate measurable value.

Asset Managers Became More Selective

Once research had a direct cost, many asset managers reduced the number of providers they worked with.

Instead of purchasing hundreds of reports each year, firms began asking questions such as:

• Which analysts consistently produce valuable insights?
• Which sectors require external research?
• Which reports influence investment decisions?
• Which subscriptions provide the best return?

Budgets became more disciplined, leading to fewer but more targeted research relationships.

Investment Banks Faced Revenue Pressure

For investment banks, research had traditionally supported trading relationships.

Once research was unbundled, many banks experienced declining research revenues.

They responded by:

• Consolidating analyst teams
• Prioritizing high-demand sectors
• Introducing subscription pricing
• Expanding premium research offerings
• Investing in technology to improve efficiency

Research departments increasingly had to operate as commercial businesses rather than cost centers supporting trading.

Small and Mid-Cap Coverage Declined

One of the most widely discussed consequences of MiFID II was reduced research coverage for smaller companies.

Large-cap companies continued receiving attention because investor demand remained strong.

Smaller listed companies often experienced:

• Fewer analyst reports
• Reduced institutional visibility
• Lower research budgets
• Less investor engagement

Several industry studies found that analyst coverage of small-cap stocks declined after MiFID II, raising concerns about market efficiency and liquidity.

Independent Research Providers Benefited

Research unbundling also created new opportunities.

Independent research firms were able to compete more directly with global investment banks because buyers could compare providers based on quality rather than bundled relationships.

Many specialized firms focused on:

• Industry expertise
• ESG research
• Quantitative analysis
• Regional markets
• Alternative data

Clients increasingly selected providers based on expertise rather than execution relationships.

Technology Became More Important

As research budgets tightened, firms searched for ways to improve analyst productivity.

Technology became central to the research process.

Modern research platforms help analysts:

• Collect financial data
• Monitor earnings releases
• Analyze company filings
• Track market news
• Compare peer companies
• Generate charts
• Build valuation models

Rather than replacing analysts, technology allows them to spend more time interpreting information instead of gathering it.

AI Is Reshaping Equity Research

Artificial intelligence has accelerated this transformation.

Instead of manually reviewing hundreds of documents, AI can process:

• Annual reports
• Quarterly filings
• Earnings call transcripts
• Regulatory announcements
• Industry news
• Macroeconomic data

AI identifies relevant information quickly, allowing analysts to focus on investment decisions and company-specific insights.

This is particularly valuable in an environment where research teams are expected to deliver more with tighter budgets.

Why Research Quality Matters More Than Ever

Because firms now pay directly for research, quality has become a competitive advantage.

Decision-makers increasingly evaluate research based on:

• Accuracy
• Depth of analysis
• Timeliness
• Sector expertise
• Data quality
• Investment usefulness

Research providers that consistently produce actionable insights are more likely to retain clients despite budget pressures.

What MiFID II Means Outside Europe

Although MiFID II applies primarily to the European Union, its influence has been global.

Many multinational investment firms adopted similar research payment models across regions to simplify operations.

The regulation also encouraged broader discussions about:

• Research pricing
• Transparency
• Analyst compensation
• Independent research
• Technology adoption

Markets outside Europe continue to evaluate how research should be funded while balancing investor protection with healthy research coverage.

The Future of Equity Research Economics

The research industry continues to evolve.

Several trends are shaping the future:

• Greater use of AI-powered research tools
• More personalized research products
• Subscription-based research models
• Increased use of alternative data
• Automated financial modeling
• Faster report generation
• Data-driven investment insights

Rather than producing more reports, firms are focusing on delivering research that is timely, differentiated, and directly relevant to investment decisions.

Conclusion

MiFID II research unbundling fundamentally changed the economics of equity research by separating research payments from trading commissions. The regulation increased transparency, encouraged more disciplined research spending, and forced investment banks and independent providers to demonstrate the value of their analysis. While the transition created challenges, particularly for smaller research teams and small-cap coverage, it also accelerated the adoption of technology and AI to improve productivity and research quality. As investment firms continue to seek deeper insights with tighter budgets, efficient and scalable research processes have become a competitive advantage.

Yodaplus Agentic AI for Financial Operations helps investment banks, asset managers, wealth managers, and research teams streamline equity research through intelligent automation. By combining Agentic AI, financial data processing, document analysis, workflow orchestration, and report generation, Yodaplus enables analysts to automate repetitive research tasks, accelerate report creation, improve data consistency, and focus on generating high-value investment insights.