AI-powered trademark similarity analysis

BranDiligence™

AI serving intellectual property strategy

Dreyfus & associés is proud to be recognized as an official validator of the BranDiligence™ platform — a cutting-edge technology designed to automate and secure trademark similarity analysis. In a constantly evolving legal environment, artificial intelligence has become a strategic ally for trademark professionals. With BranDiligence™, our clients benefit from fast, predictive and expert-validated similarity assessments.

Why use AI to assess trademark conflicts?

Trademark filing procedures require a thorough evaluation of the risk of confusion with prior trademarks. Until now, this task required time-consuming, manual research, mobilizing significant internal resources. Today, BranDiligence™ enables professionals to:

  • Instantly analyze dozens of similar marks across thousands of possible combinations.

  • Automatically compare entire product and service lists according to the Nice Classification.

  • Predict opposition or refusal risks using AI models trained on real data.

analyse de marques avec IA

Objective: secure your filings, accelerate strategic decisions, and reduce legal risk.

A strategic partnership:
Dreyfus & associés as "Official Validator"

As an official validator, our role is to ensure the legal reliability of the platform’s analyses. Concretely, we:

  • Review the AI-generated results,

  • Provide expert opinions in case of ambiguity or uncertainty,

  • Integrate the tool into our processes for filing, opposition, and trademark monitoring.

This partnership ensures a double layer of trust: the power of automation, and the assurance of legal expertise. 

A solution designed for trademark professionals

BranDiligence™ was specifically developed for IP attorneys, in-house legal teams, and trademark law firms. Far from being just an automated tool, it acts as an intelligent bridge between algorithmic analysis and human expertise. Professionals can access clear, structured similarity reports within seconds, including: 

  • Confusion risk levels,

  • Visual, phonetic and conceptual similarity criteria,

  • Risk maps by product/service class.

A global and interoperable trademark database

BranDiligence™ connects to a wide range of international trademark registries, including the EUIPO, WIPO, USPTO, and several national offices. This broad coverage ensures a comprehensive similarity search — essential for brands expanding across multiple markets. The solution is also interoperable via API, making it easy to integrate into law firm or legal department workflows.  

A strategic asset for IP professionals

Using BranDiligence™ enables legal professionals to:

  • Save up to 90% of the time spent on initial analyses,

  • Justify strategic recommendations to clients with objective, data-driven reports,

  • Focus their value on conflict resolution and strategy, instead of repetitive research.

BranDiligence™ acts as an augmented assistant, not a replacement for expert judgment. 

Our services associated with BranDiligence™

  • Automated similarity analysis

    Compare existing trademarks with your proposed brand name.

  • Pre-filing conflict audit

    Assess the likelihood of confusion within Nice Classes.

  • Legal validation of AI results

    Human review and confirmation of BranDiligence™ findings.

  • Opposition strategy preparation

    Identify potential conflicts and advise on positioning.

  • Coexistence evaluation

    Guidance on coexistence agreements when partial similarity exists.

  • Full support for trademark filing

    Integrate AI-powered analysis into global trademark strategies.

Client success story

Securing an international trademark

A startup in the cosmetics sector planned to file a new EU trademark. BranDiligence™ identified two prior conflicting marks. Within 24 hours, the company pivoted its brand name and filed a new version — avoiding conflict.

  • Time saved:

    3 days

  • Costs avoided:

    several thousand euros

Before / After AI-powered trademark analysis

Method
Before AI
With BranDiligence™
Time required
2 - 5 days
Under 30 minutes
Cost
High
Reduced
Coverage
Limited by team capacity
Global and scalable
Reliability
Analyst dependent
Verified and consistent
Decision-making
Slow, manual
Assisted and faster

Expert insight

“We believe in responsible technology. AI does not replace legal expertise — it enhances it. BranDiligence™ is a powerful tool, but every result is reviewed and validated by our team before recommendations are made.”
Nathalie Dreyfus
founder of the firm

FAQ – AI & BranDiligence™ Trademark Analysis

How does BranDiligence™ work?

It uses artificial intelligence to compare your trademark with existing ones based on visual, phonetic, and conceptual similarity across product/service classes.

Why use AI in trademark analysis?

To conduct faster, broader, and more cost-effective assessments, always followed by human review.

No. AI assists our experts but every result is reviewed by a legal professional.

Does this replace full clearance searches?

No. It offers a pre-screening tool that helps focus resources and flag potential issues early.

When should I use BranDiligence™ in my process?

At the naming stage, or before filing, to anticipate conflict and improve outcomes.

Is this valid for international filings?

Yes. The platform includes data from multiple jurisdictions and registries worldwide.

Trademark similarity analysis is a critical part of any brand protection or trademark registration strategy. Through our partnership with BranDiligence™, we offer clients a unique hybrid solution — combining AI precision with legal expertise. Whether you’re preparing a global filing or securing national rights, BranDiligence™ enables faster, smarter decisions while minimizing risk and cost.

Our team is here to support you at every step.