Your company is a thing. So are your products, executives, locations, partners, and categories. In search language, these are often called entities.
Entity recognition is the process of connecting those things clearly: who you are, what you do, where you operate, who you serve, and why you matter. A good press release helps because it gives the web a clean, dated, structured record of your news.
It will not “trick” Google or AI tools into understanding your brand. But it can remove confusion. Confusion is one of the biggest enemies of visibility.
Why Entity Recognition Matters
Let’s say your company name is common. Or your product name overlaps with another product. Or your founder is often mentioned without a title. That context may be obvious to people, but not always to a search system.
A press release helps by repeating important facts in a consistent way: company name, product name, industry category, headquarters, executive names, partner names, website URL, and boilerplate.
Over time, those details create a pattern. The pattern helps search engines, journalists, answer engines, and readers understand that “Acme Robotics” is a company in a specific market, led by specific people, making specific announcements.
Use the Same Core Language Every Time
The biggest mistake is reinventing your company description for every announcement.
You do not need to sound robotic. But you do need consistency.
If one release says you are “a Baltimore-based cybersecurity platform for small accounting firms,” and another says you are “a cloud compliance tool for financial professionals,” you may be creating two separate signals instead of one strong one.
A simple boilerplate might read:
“Acme Security is a Baltimore-based cybersecurity software company that helps small accounting firms monitor client data risk and meet compliance requirements.”
That sentence identifies the company, location, category, audience, and purpose. Nothing fancy.
Connect People, Products, and Topics
A strong release does more than announce news. It connects your entities.
If you announce a new product, name the product, describe what it does, and connect it to your company category. If you quote your CEO, include the full name and title. If you mention a partner, include a short identifier for that partner.
Do not assume readers know the relationship.
Instead of:
“Our new tool gives firms more control,” said Kennedy.
Write:
“Our new compliance monitoring tool gives accounting firms more control over client data risk,” said Jane Kennedy, CEO of Acme Security.
The second version gives search systems and journalists more to work with.
Make the Release Easy to Parse
Clarity helps machines because it helps people first.
Use a straightforward headline. Put the main announcement in the first paragraph. Avoid clever phrasing that hides the actual news. Use full names before acronyms. Add dates, locations, and proper nouns.
If your release supports a larger AI search strategy, pair it with your owned content. This eReleases article on press release SEO beyond Google and visibility in AI search explains why official, clear information on the open web matters.
Your website should support the same facts. Google’s guide to structured data is useful because structured data helps search engines understand page content and the people, organizations, and other items mentioned on a page.
Do Not Stuff Keywords
Entity recognition is not keyword stuffing wearing a nicer jacket.
If your release repeats “best AI accounting cybersecurity software Baltimore” ten times, it will read badly. Journalists will ignore it. Readers will distrust it.
The goal is useful confirmation, not repetition for its own sake.
Use the exact company name. Use the exact product name. Use the real category. Use the same executive names and titles. Link to the most relevant page on your website. Keep your boilerplate current.
Treat Each Release as a Public Record
A press release should answer a simple question: what should the world understand about this company after reading this?
Maybe you launched a product, entered a market, hired an expert, won an award, published research, or partnered with a credible organization.
Each release adds another clean data point. One release may not change much. Ten good releases over two years can tell a clear story.
That is how entity recognition gets stronger: not through hype, but through repeated, accurate, public facts.
The Practical Takeaway
Before you send your next release, read it like a stranger.
Would someone understand who you are? Would they know what category you belong in? Would they see how your product, people, partners, and announcement connect?
If the answer is yes, your release is doing more than announcing news. It is helping the web understand your business.
Mickie Kennedy founded eReleases.com in 1998 after watching PR firms charge small businesses a $20,000 minimum for a single press release. For 27 years, he’s been closing that gap — distributing 150,000+ releases via Cision PR Newswire, serving 30,000+ clients including Manscaped, Squatty Potty, and 40+ Shark Tank brands, and generating $132M+ in earned media. A sought-after podcast guest and two-time Amazon bestselling author of Beginner’s Guide to Writing Powerful Press Releases and The PR Strategy Manifesto. Mickie holds an MFA in Creative Writing from George Mason University. Based in Baltimore, MD. LinkedIn