You’ve built something new. Maybe it’s code. Maybe it’s a system. Maybe it’s a way to train a model that no one’s seen before. Whatever it is, it works—and it matters. You want to protect it.

The Core Question: What Makes Something “Patent Eligible”?

The First Thing the USPTO Looks At

Before the USPTO looks at how smart or useful your invention is, it checks one thing first: is this even the type of thing that can be patented?

This is called subject matter eligibility. It’s the first gate. If your invention doesn’t pass this gate, the rest doesn’t matter.

You can have a great idea. It can be brand new. It can solve a big problem. But if it’s not the right kind of idea, the USPTO won’t give you a patent. Full stop.

In 2025, subject matter eligibility follows a process known as the Alice/Mayo test. This test came from court cases, not Congress. But the USPTO has to follow it. And if you want a patent, so do you.

The Four Allowed Categories

There are only four types of inventions that the USPTO can even consider:

  1. A process (like a method or a way of doing something)
  2. A machine (something that does work)
  3. A manufacture (a man-made item)
  4. A composition of matter (like a drug or chemical formula)

That’s it.

If your invention doesn’t fit into one of these four buckets, it’s not eligible, no matter what.

But here’s the twist: even if it does fit, you still have to show it’s not just an abstract idea, a law of nature, or a natural phenomenon.

That’s where the real fight usually happens. And it’s where most patent applications get rejected.

Let’s break that down.

Why Abstract Ideas Are a Problem

Say you invented a way to teach people math using flashcards on a phone. That’s a method, right? So you might think it’s eligible.

But the USPTO may say it’s just an “abstract idea” — something that can be done in the mind, or with a pen and paper.

Or say you created software that lets doctors match symptoms to treatments. That sounds useful.

But if it just uses logic and data rules, the USPTO may say it’s just mental steps—a type of abstract idea.

So even though your invention does something, it may still be too “abstract” to get a patent. In 2025, this issue has become even more central for anything involving software, business methods, or AI.

But there’s a way through it. And it starts with the two-step test the USPTO applies.

Step One: Is It Directed to a Judicial Exception?

The USPTO first asks, “Is this claim directed to a law of nature, a natural phenomenon, or an abstract idea?”

That might sound vague—and it is. But they’ve gotten clearer over the years.

Here’s how examiners think:

If your invention just uses logic, math, or human thinking—even if you put it in software—it might be called abstract.

If it just takes something that happens in nature, like how proteins fold or how the human body reacts to cold, and you try to patent that basic concept, it might be called a natural law.

If it just discovers something that already exists, like a new mineral or a natural gene, it might be called a natural phenomenon.

In all of these cases, the claim gets flagged.

But if it’s not directed to one of those exceptions, it’s eligible. You pass. The USPTO moves on to look at novelty and usefulness.

If it is directed to one of those exceptions, you move to Step Two.

Step Two: Is There Something “More”?

This is the hardest part to get right.

The USPTO now asks, “Even if the claim involves an abstract idea, does it add something more that makes it significantly different from just the idea itself?”

This “something more” is called the inventive concept.

It has to be more than just using a computer. More than saying “do it faster.” More than putting it on the internet.

The USPTO wants to see how you solved a problem in a new way that isn’t just about applying old tools to a general idea.

For example:

If you built a system that finds fraud in credit card use—not just by applying rules—but by combining different data sources and applying a new analysis method that improves speed and accuracy—that could be enough.

If you created a way to process digital images using a new algorithm that makes pictures clearer using less power—that could be enough.

But if you say, “We take the same steps as before, just now it’s on the cloud,” that won’t work.

The Role of “Practical Application”

In 2025, there’s a phrase that shows up a lot in examiner decisions: practical application.

If your invention takes an idea—like math, logic, or a mental step—and applies it in a way that has a real-world use, in a field like manufacturing, energy, health care, or devices, the USPTO is more likely to say it’s eligible.

That’s the key: show that your invention doesn’t just live in theory or in code. Show that it solves a real-world problem with a real-world result. This is your strongest shot.

How Examiners Actually Apply the Rules in 2025

Real USPTO Practice vs. Theory

On paper, the rules sound structured. But when your application lands on an examiner’s desk, things shift. In 2025, USPTO examiners are trained to look for red flags fast. They’re under pressure to clear dockets. So your invention doesn’t just get judged by law. It gets judged by how well you explain the practical impact.

The test is still the Alice/Mayo framework. But examiners often focus more on Step One than you’d expect. They don’t always wait to get deep into Step Two. If they believe your claim looks like an abstract idea, they’ll reject it—often with canned language and little detail. That’s why how you write and present your invention matters just as much as what the invention is.

What They Look for Right Away

The moment an examiner reads your patent claims, they mentally ask: “Is this just information handling? Is this just a business rule? Is this just math in software?”

If the answer feels like yes, they check a box. Now your application is on a tougher road. They’ll paste a paragraph saying your claim is abstract. And now you’re in a fight.

To avoid that, you need to steer your application from the start.

You need to focus every sentence on one message: “This isn’t just an idea. This is a specific way to solve a real problem using a concrete method.”

That single sentence is your north star.

Writing Claims for Eligibility

The claim is what matters most. You can write 50 pages of detailed background and diagrams. But if your claim sounds abstract, none of that saves you.

In 2025, successful claims often have three things:

  1. A clear technical process
  2. A connection to physical components or systems
  3. A result that improves performance, not just function

Let’s break that down with an example.

Let’s say your invention is a way to manage warehouse robots better using a new pathing algorithm.

If your claim just says: “A method for optimizing movement using weighted averages,” you’ll probably get rejected.

But if your claim says: “A method for controlling robotic navigation systems by recalibrating pathing instructions based on real-time obstacle detection using sensor fusion,” now you’re showing technical depth.

But if your claim says: “A method for controlling robotic navigation systems by recalibrating pathing instructions based on real-time obstacle detection using sensor fusion,” now you’re showing technical depth.

You’re not just using math—you’re solving a control system problem.

That framing can make all the difference.

What Counts as “Significantly More”

In Step Two of the test, the phrase “significantly more” gets thrown around a lot. But what does it actually mean?

In 2025, examiners are looking for signs of creativity in how you apply the idea. They want to see that your invention isn’t just a repackaging of known steps.

It should combine parts in a way that hasn’t been done before—or solve a problem that hasn’t been solved in that way.

If your invention uses AI to classify images, that’s not new.

But if you use AI to classify images under unusual conditions—say, underwater, with low visibility—and you built a system that retrains models using sonar data to boost accuracy, that might count.

It’s not just the use of AI. It’s how you used it differently, to solve a real-world constraint.

Software Patents in 2025

Software still gets the most rejections. That hasn’t changed. But in 2025, there’s now more clarity on what works.

If your software does something purely logical—like matching users, storing data, setting reminders—it’ll probably get rejected as abstract.

But if your software runs hardware in a novel way, or improves data transmission speed, or uses encryption in a way that’s new and practical, it’s more likely to pass.

The key is to frame the software as a tool to make something work better—not just as a logic engine.

This shift has helped fields like cybersecurity, autonomous vehicles, and industrial automation get more patents approved, even for inventions that are mostly code.

The “Improvement to Technology” Argument

One argument that works often is showing how your invention improves technology itself.

The courts have said: If your invention makes computers faster, safer, more efficient, or solves a problem in computing—then you might have a patentable invention, even if it uses abstract concepts.

So when you describe your invention, always ask: Does this make tech work better? Not just do something new—but do something better.

If the answer is yes, lean into that. Use it in your claim. Show how the improvement happens, not just what it is.

For example:

“This method reduces processor load during machine learning inference by offloading redundant calculations to edge nodes using a custom scheduler.”

That shows a technical improvement. That’s the kind of language that gets you past eligibility blocks.

How USPTO Guidance Documents Shape Eligibility Decisions

The MPEP and Official Memos

By 2025, most examiners rely heavily on the Manual of Patent Examining Procedure (MPEP) and updated USPTO eligibility memos when making decisions.

By 2025, most examiners rely heavily on the Manual of Patent Examining Procedure (MPEP) and updated USPTO eligibility memos when making decisions.

These are not laws, but they shape how patent law is applied in day-to-day review.

What this means for you: you’re not just dealing with statutes or court rulings. You’re dealing with the USPTO’s interpretation of those rulings, often expressed through internal memos and training slides.

Understanding these internal interpretations gives you a major edge.

One key example: the 2019 Revised Patent Subject Matter Eligibility Guidance, which is still referenced—though refined with new examples and case-based adjustments in 2025.

These memos spell out how to analyze claims, how to handle Step One and Step Two of the Alice/Mayo test, and what kinds of language should be used.

They also include example scenarios—many of which have been used to justify real-world rejections or allowances.

If your invention sounds like one of the “bad” examples, expect resistance. But if it mirrors a “good” one, your odds go up fast.

Eligibility Examples in Practice

The USPTO issues regular example cases that explain how they interpret the rules. These examples are drawn from real cases or from hypotheticals that follow current law.

By 2025, these have become a quiet roadmap for both applicants and examiners.

If you match your invention to one of these patterns, you give the examiner a reason to say yes. You’ve done the work for them.

For instance, an example from 2023 that is still widely used involves a network monitoring tool.

It was found patent-eligible because it improved how packets were inspected and flagged in real-time. The key? It didn’t just process data. It improved a core network function.

If your invention is similar, you’d want to cite that example in your response to any rejection. Or even better—anticipate the rejection, and cite the example in your original application.

This is the kind of tactical writing that wins.

Examiner Training Materials

Examiners also use internal training decks and group discussions to standardize how they handle eligibility. These are often more influential than case law in day-to-day work.

For example, in 2025, there’s a big push within USPTO examiner corps to focus on “technical effect”.

If your invention results in a measurable improvement to something technical—power use, memory allocation, signal quality, real-world control—it’s more likely to survive eligibility screening.

These training decks often include buzzwords examiners are told to look for—or avoid. Knowing these words can help you write your application in ways that raise fewer red flags.

These training decks often include buzzwords examiners are told to look for—or avoid. Knowing these words can help you write your application in ways that raise fewer red flags.

Some of the good phrases:

  • “Improves data integrity during transmission”
  • “Enhances energy efficiency of control system”
  • “Optimizes signal-to-noise ratio for sensor array”

And the risky phrases:

  • “Automates scheduling”
  • “Manages user preferences”
  • “Displays results in real time”

The first set describes improvements to technology. The second set describes business logic or UI behavior, which are more often rejected.

Examiner Variability

It’s worth mentioning that examiners are human. They vary widely in how strict they are on eligibility.

Some allow almost anything with technical framing. Others block everything that smells like software.

By 2025, you can get some transparency by reviewing Public PAIR or Patent Center and looking at the examiner’s track record.

Tools like Patent Bots or Juristat can show whether your examiner has a high rejection rate under §101 (the section dealing with eligibility).

If your examiner is strict, it’s even more important to front-load your application with strong eligibility arguments. That means:

  • A claim that looks technical from the first word
  • A spec that shows real-world application
  • A summary that says exactly how you improve existing systems

Don’t wait for the rejection to make your case. Assume it’s coming, and build your defense before they ask.

The Role of the Specification in Eligibility

Why the Details Matter More Than Ever

In 2025, your claims are what get examined. But your specification—the detailed description of your invention—sets the stage for everything.

If your claims are the pitch, your spec is the story behind it. And the USPTO wants a story with substance.

When your claim sounds abstract, the examiner will turn to your spec and ask: “Is this just theory, or is it grounded in a real system?” If the answer isn’t clear, your claim goes down.

That’s why your specification must do more than just explain your idea. It must prove that your invention works, in a practical, technical way.

The more clearly and convincingly you do this, the more likely your claims are to survive.

This is especially true for software, AI, diagnostics, and anything algorithmic. These areas are prone to rejection under abstract idea concerns. But strong specs can change the outcome.

Tell the Full Technical Story

You want to do more than describe what your invention does. You need to explain how it works—and why that method is different from how the problem is usually solved.

You want to do more than describe what your invention does. You need to explain how it works—and why that method is different from how the problem is usually solved.

For instance, don’t just say your software improves fraud detection. Say:

“This system dynamically adapts fraud rules based on recent transaction clusters, using statistical feature mapping that filters out non-anomalous noise.”

Now you’re telling a technical story. You’re showing novelty in how the problem is solved—not just what it solves.

When you do this right, the examiner starts to see your invention as a real tool, not an abstract thought.

Show the Pain Point

Another smart tactic: describe what’s broken with existing approaches. This gives the USPTO context. They begin to see your invention as a fix for something—not just a new option.

Say you’re patenting a new way of image compression. Don’t jump straight to your solution.

First, explain what the old systems struggle with—maybe they lose clarity in low light, or waste too much memory.

Then explain how your approach handles that differently—using a method that rewrites pixel weightings based on neighboring edge detection in real time.

That contrast—between what existed and what you’ve done differently—is powerful. It turns a vague improvement into a specific, patentable innovation.

Drawings and Examples

Drawings are more than visuals. They’re proof that your invention works in real space, not just in theory. And in 2025, the USPTO pays more attention to that than ever.

Even for software or AI-based inventions, schematic drawings can help. You can show:

  • The system architecture
  • Data flow between components
  • How modules interact over time

Examiners are more likely to approve an invention if they can visualize it.

Likewise, examples that walk through a use case from start to finish add credibility. Don’t just say “the system improves efficiency.”

Give a full run: show what inputs it receives, what steps happen, and what result comes out—especially if that result is better than what existing tech offers.

You’re building a case. Every detail helps.

Avoid the Fluff

This part matters. Many applications in 2025 still include language that sounds like marketing or generic theory. That’s a mistake.

If your description says things like:

“This system enables users to perform tasks more efficiently across multiple environments,”

you’re setting yourself up for rejection.

Instead, be specific:

“This scheduler reduces runtime collisions by dynamically assigning process loads based on thread priority and system memory availability in real time.”

That’s the difference between a claim that gets rejected for being too abstract and one that gets allowed because it solves a known technical issue.

That’s the difference between a claim that gets rejected for being too abstract and one that gets allowed because it solves a known technical issue.

Simple rule: if the examiner can’t tell from your description exactly how your system works, they’ll assume it’s not patentable.

Wrapping It Up

The USPTO isn’t trying to shut the door on innovation. But in 2025, the bar is higher. The office wants to be sure that when it grants a patent, it’s rewarding something real—something that solves a technical problem in a concrete way. That means applicants have to be sharper. Not just inventive, but precise.