Three Questions. Clear Answers.

As AI reshapes how stakeholders search and discover corporate news, we provide the data and tools to help you stay in control.

Are AI platforms reading my news?

Yes.

Corporate announcements serve as the primary data infrastructure for modern answer engines and LLMs. AI systems crawl your news to train models and answer questions.

How do I track AI engagement?

We provide visibility.

TMX Newsfile provides proprietary analytics that isolate AI activity from human readers, identifying which models are accessing your disclosure and how they engage.

Can I optimize my updates for AI discovery?

Yes.

Structured, factual and well-formatted disclosure improves how AI systems extract and interpret your information, helping ensure accuracy and protecting your brand.

Two Ways Systems Consume Your Data

TMX Newsfile tracks and differentiates both.

The Student (Training)

AI models scan historical content to learn how industries communicate and report.

Factual, consistent disclosure becomes part of their long-term knowledge base.

The Fact-Checker (Grounding)

AI systems pull live, trusted information to answer real-time investor questions.

Your news serves as the authoritative source that helps ensure accurate, up-to-date answers.

Validate. Distribute. Observe.

An end-to-end framework for disclosure integrity and intelligence.

Validate: AI Validator

Pre-distribution risk signals

We scan certain releases for potential issues to help accelerate review, without changing your copy.

Flags promotional or spam-like patterns
Highlights claims requiring verification
Checks for contextual and formatting issues
Accelerates final human review

Observe: AI Analytics

Post-distribution insights

See exactly how AI platforms engage with your news across the ecosystem.

Training vs. Grounding activities
AI provider attribution (ChatGPT, Copilot, etc.)
AI vs. human readership comparison
Time-series ingestion and activity trends

Why Disclosure Integrity Matters More Than Ever

In an AI-driven world, authoritative disclosure helps you stay visible, build trust, and make smarter communication decisions.

Reduces Risk

Accurate disclosure helps prevent misinterpretation and information drift.

Builds Trust

Investors, journalists, and AI systems rely on authoritative, issuer-controlled sources.

Improves Discoverability

Structured disclosure is more likely to be found, understood, and cited by AI platforms.

Drives Confidence

Clear visibility into AI engagement helps you build smarter communication decisions.

Take Control of Your Disclosure Footprint

Understand how AI platforms interact with your corporate news and ensure your disclosure is structured for modern discovery.

Contact Our Team

AI Insights

Expert perspectives on AI, disclosure and market intelligence.

Sep 30, 2026

Human Attention Fades Faster Than AI Views After Press Release Publication

Disclosure Intelligence Series How disclosure works in modern capital markets Human and AI views begin at almost the same pace after a press release is published. A new TMX Newsfile analysis examined when observed human and AI views occurred during the first 72 hours after publication. Nearly 70% of observed views from both audiences occurred within the first 12 hours. As time passed, however, the distribution of those views began to differ. The findings show how press release views develop...

Sep 30, 2026

Which Corporate Announcements Get the Most Attention? Human and AI Views Tell a Different Story

Disclosure Intelligence Series How disclosure works in modern capital markets Not all corporate announcements attract the same level of attention. A new TMX Newsfile analysis examined approximately 30,000 press releases distributed through TMX Newsfile between January 1 and August 31, 2026, comparing observed human and AI views across six common announcement types. The results show that views varied by announcement type, and the categories attracting the most human attention were not exactly...

Jul 22, 2026

Why Some Press Releases Generate 240× More AI Activity Than Others

Disclosure Intelligence Series How disclosure works in modern capital markets What separates exceptional announcements from the rest? In a companion analysis, TMX Newsfile found little evidence that formatting techniques and keyword strategies alone increase AI visibility. This raises a more important question: if formatting alone doesn't explain AI visibility, what does? This study examines the characteristics associated with the announcements generating the highest levels of AI activity. To...

Jul 22, 2026

What Drives AI Visibility in Press Releases? 21,000+ Releases Challenge Common Claims

Disclosure Intelligence Series How disclosure works in modern capital markets Can press releases be optimized for AI discovery solely through formatting and keyword strategies, as commonly suggested? As AI becomes an increasingly important gateway to corporate information, a growing number of recommendations suggest that formatting techniques and keyword strategies can improve AI visibility, despite limited empirical evidence. While formatting may support readability, this analysis focuses on...

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Ready to Announce with Confidence?

Send us a message and a member of our TMX Newsfile team will contact you to discuss your needs.

Disclosure Intelligence for the AI Era