For years, Google search operators have been one of the most useful tools in an SEO’s toolbox.

Commands such as site:, inurl:, intitle:, filetype:, and intext: allowed SEOs to go beyond ordinary searches and investigate Google’s index in ways that normal keyword searches could not.

Want to find guest-post opportunities?

Try:

inurl:guest-post

Want to find pages containing a particular keyword in the title?

Try:

intitle:”keyword”

Want to investigate indexed pages on a particular domain?

Try:

site:example.com

Simple, fast, and extremely useful.

But there is a growing problem: some Google search operators no longer behave as consistently as SEOs expect them to.

This has led to an increasingly common question:

Is inurl: not working anymore?

And behind that question is a bigger concern:

Can SEOs still trust Google’s advanced search operators for competitive research, prospecting, indexing analysis, and link-building research?

The short answer is: use them, but don’t treat them as authoritative databases.

Google still supports search operators and continues to document ways to refine searches. However, Google also makes it clear that search results can vary because of time, context, personalization, language, location, and other factors.

At the same time, Google’s history shows that individual operators can disappear completely. The link: operator, for example, was officially discontinued years ago, while cache: was removed from Google’s documentation because it no longer works.

That means today’s SEO workflow needs to be more resilient than simply copying an operator from an old tutorial.

What Are Google Search Operators?

Google search operators are special commands that modify a normal search query.

Instead of searching:

guest post SEO

you can search:

inurl:guest-post SEO

The second query attempts to narrow the results based on the URL.

Google’s own Search Help documentation confirms that operators can be used to narrow searches and specifically recommends operators such as site:, quotation marks, and the minus sign. Google also provides Advanced Search for more complex filtering.

For SEOs, however, operators became much more than simple search features.

They became research tools.

An SEO could use them to:

• Discover indexed pages
• Find guest-post opportunities
• Research competitors
• Identify potential link prospects
• Find PDF resources
• Investigate URL structures
• Discover pages using specific terminology
• Search for content within particular websites
• Find pages that might otherwise be difficult to discover

This is why problems with operators are frustrating.

When an operator produces unreliable results, the SEO isn’t simply losing a convenient Google feature.

They may be losing an entire research workflow.

Is inurl: Actually Broken?

The answer requires some nuance.

It is better to say that inurl: can be unreliable for certain SEO research tasks than to claim that Google has officially killed it.

The inurl: operator is intended to find pages where a specified term appears in the URL. SEO guides have historically recommended searches such as:

inurl:guest-post

inurl:blog

inurl:resources

inurl:links

These searches can still produce results.

The problem is that SEOs may expect the operator to behave like a precise database query.

Google Search isn’t designed that way.

The search engine is constantly trying to interpret queries and determine which results are useful. Search results can vary according to context, time, location, personalization, and other factors.

Consequently, an inurl: query shouldn’t automatically be interpreted as:

“Show me every indexed page whose URL contains this exact string.”

Instead, it is safer to think:

“Show me results that Google considers relevant to this URL-related search constraint.”

That difference is extremely important.

Why SEOs Feel That inurl: Is Not Working

There are several reasons an SEO might conclude that inurl: is broken.

1. The Results Are Not Exhaustive

Google’s index is enormous, but a search-result page isn’t an exported copy of Google’s entire index.

Even if thousands or millions of pages satisfy a conceptual condition, Google doesn’t necessarily expose every matching URL through the search interface.

This makes search operators unsuitable as precise counting mechanisms.

For example:

inurl:review

might return a certain number of results.

But that number shouldn’t be interpreted as:

“There are exactly X indexed URLs containing the word review.”

It is a search-results estimate, not a verified index count.

2. Google Understands Queries Semantically

Modern Google Search isn’t simply matching characters.

Google attempts to understand what a searcher means.

That means a query containing a particular term may produce results based on relevance and context rather than behaving like a traditional Boolean database filter.

This is one reason experienced SEOs have become more cautious about using operator counts as hard data.

3. Results Can Change

Google explicitly states that search results can differ based on factors such as time, location, language, personalization, and search-system changes. Google also notes that updates can take time to roll out across data centers.

So an SEO can run:

inurl:guest-post

today and receive a different result set from the same search performed later.

That doesn’t necessarily mean the operator stopped working.

It may mean the search system changed.

4. URL Structures Have Changed

Modern websites don’t always use descriptive URLs.

A site may have:

example.com/blog/seo-guide

while another uses:

example.com/p/12345

and another uses:

example.com/article?id=12345

If you’re relying heavily on URL patterns, you’re naturally going to miss opportunities.

This becomes especially important for competitor research.

A competitor may have hundreds of relevant articles but none of them may contain the URL pattern you’re searching for.

And What About intitle:?

This is where the discussion becomes even more interesting.

Many SEOs have reported that intitle: no longer feels as useful or predictable as it once did.

The traditional expectation was simple:

intitle:”SEO tools”

The SEO expected pages with those words specifically in their title.

Historically, intitle: and allintitle: were commonly used for competitor research and estimating the number of pages targeting particular phrases. SEO publications still document these operators as advanced search techniques.

But search behavior has evolved.

Google’s systems increasingly understand entities, concepts, synonyms, context, and relationships between words.

As a result, the practical value of treating intitle: as a perfect title-matching database query has declined for many SEO workflows.

This explains the frustration behind comments such as:

“intitle is gone now too.”

That statement should be treated as an SEO observation rather than an official Google announcement that intitle: has been deprecated.

That’s an important distinction.

Google has explicitly retired some operators in the past.

For example, link: was officially discontinued, while cache: was removed because it no longer worked.

There isn’t equivalent official evidence that every commonly used operator has been formally removed.

But an operator can become less useful without being officially deprecated.

And for SEO professionals, that distinction doesn’t always matter.

If a command no longer gives reliable research data, its practical value has already declined.

The Bigger Problem: SEOs Used Search Operators as Data Sources

This is probably the most important lesson.

Search operators were never a replacement for a proper SEO database.

Yet over time, many workflows started treating them that way.

For example:

site:competitor.com

was used to estimate the size of a competitor’s index.

intitle:”keyword”

was used to estimate keyword competition.

inurl:guest-post

was used to discover thousands of potential publishing opportunities.

site:domain.com inurl:blog

was used to analyze a website’s content structure.

These searches can be useful.

But they shouldn’t be treated as exact measurements.

Google Search is an interface for finding information, not an SQL query engine.

That distinction explains why many experienced SEOs have gradually stopped relying on operators for critical decisions.

Why Some SEOs Have Mostly Stopped Using Search Operators

A growing number of practitioners now describe operators as useful but unreliable.

That’s a very reasonable position.

Search operators can still help with discovery.

The problem comes when the operator becomes the only source of truth.

For example, suppose an SEO wants to find websites accepting guest contributions.

They might search:

inurl:guest-post “SEO”

Then:

inurl:write-for-us “SEO”

Then:

inurl:contribute “SEO”

This can uncover opportunities.

But stopping there creates a major blind spot.

Many websites accept contributions without using any of these URL structures.

A site may have a page titled:

“Become a Contributor”

but the URL could simply be:

example.com/contributors

Another might have:

example.com/partner-with-us

Another might only mention contributor requirements inside a page that isn’t obviously named.

Therefore, an operator-based approach can systematically exclude valid prospects.

The SEO Community Is Adapting

The decline in confidence around search operators doesn’t mean SEOs have stopped researching.

Instead, they’re changing how they research.

The new approach is increasingly based on multiple signals instead of one search command.

Here are some of the most useful adaptations.

1. Use Search Operators for Discovery, Not Verification

This is perhaps the simplest change.

Instead of:

“Google showed me 4,000 results, therefore there are 4,000 opportunities.”

Think:

“Google showed me some potentially relevant results. Now I’ll verify them.”

For example:

inurl:guest-post technology

can be your discovery query.

Once you find a website, investigate it directly.

Check:

• Does the website actually accept contributions?
• Is the site active?
• Does it publish third-party content?
• Are recent articles available?
• Who publishes the content?
• Is the content editorially reviewed?
• Does the site have genuine organic visibility?
• Is the website relevant to the target audience?

The operator starts the process.

It shouldn’t finish it.

2. Combine Operators With Normal Queries

Don’t rely entirely on:

inurl:guest-post

Try variations.

For example:

“write for us” SEO

“become a contributor” SEO

“submit an article” SEO

“guest contribution” SEO

“contribute an article” SEO

“guest author” SEO

“editorial guidelines” SEO

This is particularly useful because websites use different terminology.

Google itself recommends combining search techniques and using Advanced Search when appropriate.

3. Use site: More Strategically

site: remains one of the most useful operators for SEO research.

Instead of trying to discover everything with:

inurl:

you can first identify a relevant website and then search within it.

For example:

site:example.com SEO

or:

site:example.com “content marketing”

or:

site:example.com “guest post”

This turns Google into a lightweight site-specific discovery tool.

However, the same warning applies:

Don’t assume site: gives you a complete inventory of every indexed URL.

Use it to discover pages, not to calculate an exact index size.

4. Use Google’s Search Filters

Operators aren’t the only way to refine a Google search.

Google provides filters that can narrow results based on factors such as date and content type. The available filters can change depending on the query and result type.

For example, instead of trying to construct increasingly complicated operator combinations, you might search normally and then use:

• Web
• News
• Images
• Videos
• Publish date
• Other available search tools

This can sometimes produce a better research workflow than forcing everything into one query.

5. Use SEO Crawlers for Your Own Website

If the question is:

“Which URLs on my website contain this pattern?”

don’t ask Google.

Crawl your website.

A crawler can inspect your actual URL inventory and provide a much more reliable answer.

For example, you can export URLs and filter them for:

/blog/

/category/

/tag/

?author=

/product/

or other patterns.

This is dramatically more reliable than:

site:example.com inurl:blog

when you’re analyzing your own website.

6. Use Search Console for Your Own Search Data

Google Search Console is another important replacement for operator-based assumptions.

If your question involves:

• Search impressions
• Queries
• Clicks
• Indexed-page issues
• Search performance
• Search appearance

use Search Console wherever possible.

An operator can tell you that Google appears to have results related to your site.

Search Console can provide actual performance data for your property.

Those are very different things.

7. Use Backlink Databases for Link Research

If your goal is backlink research, don’t rely on:

link:example.com

That operator was officially discontinued and Google advised webmasters not to use it.

Modern SEO workflows should use dedicated backlink databases and crawlers for serious link analysis.

The principle is simple:

Use Google for discovering information; use specialized databases for structured SEO data.

8. Use Competitor Crawling Instead of Guessing From Search Counts

Suppose you want to know how many pages a competitor has.

Instead of assuming:

site:competitor.com

provides an exact number, use multiple sources.

You can combine:

• XML sitemaps
• Website crawling
• Search Console data where available
• SEO platforms
• Google search results
• Indexation checks
• Internal linking analysis

This gives you a much more realistic picture.

9. Kagi and Other Search Engines Have a Role

Some SEOs are experimenting with alternative search engines because they want different controls over search results.

Kagi, for example, has attracted attention among users who want a different search experience.

But there is an important limitation.

Google’s index remains enormous.

No alternative search engine should automatically be treated as a complete replacement for Google when the goal is broad web discovery.

So the better approach may not be:

Google vs. Kagi.

It may be:

Google + alternative search engines + SEO databases + crawlers + first-party data.

Different tools can answer different questions.

10. AI Search Changes the Research Workflow

Another major development is the growing use of AI for search and research.

Instead of manually testing dozens of operators, an SEO can use an AI assistant to:

• Generate search variations
• Identify alternative phrases
• Build prospecting queries
• Classify websites
• Analyze URL patterns
• Compare search results
• Extract common terminology
• Create research checklists
• Analyze large URL exports

The important point is that AI shouldn’t turn unreliable search results into supposedly precise data.

If the underlying search result is incomplete, an AI system cannot magically make it complete.

AI is most useful as a research accelerator, not as a substitute for verification.

A Better SEO Search Operator Workflow

Here’s a practical workflow for 2026.

Step 1: Start With a Normal Search

Begin with the topic rather than an operator.

For example:

SEO guest posting opportunities

Look at the language websites actually use.

Step 2: Identify Patterns

Look for phrases such as:

• Write for us
• Become a contributor
• Submit an article
• Guest author
• Editorial guidelines
• Contributor guidelines
• Partner with us

Now turn those patterns into searches.

Step 3: Add Operators

Use:

inurl:guest-post

inurl:contribute

intitle:”write for us”

site:example.com “guest post”

The operator is now one component of your research rather than the entire strategy.

Step 4: Expand the Vocabulary

Don’t search for only one phrase.

Create variations.

For example:

“write for us”

“submit an article”

“become a contributor”

“guest author”

“contributor guidelines”

“editorial guidelines”

This reduces your dependency on URL structure.

Step 5: Verify the Website

Before adding a prospect to your database, check the actual website.

Evaluate:

• Relevance
• Content quality
• Organic visibility
• Publishing frequency
• Editorial standards
• Audience
• Traffic quality
• Outbound-link patterns
• Spam signals
• Site reputation

This is where SEO judgment becomes more important than the search operator.

Don’t Confuse Search-Result Estimates With Index Counts

This deserves special attention.

You might search:

site:example.com

and Google may display an approximate result count.

It is tempting to write:

“Google has indexed 12,400 pages from this website.”

That conclusion can be misleading.

Search results are dynamic and can vary based on several factors. Google itself explains that results can differ because of timing, context, personalization, and changes across its systems.

Therefore, an operator result should generally be described as:

“Google currently returns approximately X results for this query.”

rather than:

“The website has exactly X indexed pages.”

That small wording change makes SEO reporting much more accurate.

Google’s Search Operators Have Always Had a Short Shelf Life

The current frustration isn’t completely new.

Google has retired search features and operators before.

The link: operator was officially killed years ago.

The cache: operator was also eventually removed from Google’s documentation because it no longer worked. Google’s documentation updates specifically recorded the removal of cache: in September 2025.

Other operators have also disappeared over the years.

SEO guides themselves maintain lists of commands that are no longer supported, including operators such as link:, info:, and id:.

The lesson is obvious:

Never build a critical SEO process around the assumption that a Google search operator will exist forever.

Why Google Might Be Moving Away From Old-School Search Behavior

Google Search has changed dramatically.

Older search experiences relied heavily on explicit query commands.

Modern search is much more focused on understanding:

• Intent
• Context
• Entities
• Relationships
• Content quality
• User needs
• Search history
• Location
• Language
• Freshness

Google’s own documentation says that Search uses context to improve results and that results can vary depending on location, language, device, recent searches, and other factors.

This doesn’t mean operators are useless.

It means they exist inside a much more sophisticated search system than the one SEOs were using a decade ago.

The New Rule for SEOs: Don’t Worship the Operator

An operator is a tool.

It isn’t an SEO metric.

It isn’t an index API.

It isn’t a database.

And it isn’t a guarantee.

If:

inurl:guest-post

returns 500 websites, that doesn’t mean there are only 500 guest-post opportunities.

If:

intitle:”SEO”

returns a certain number of results, that doesn’t mean there are exactly that many pages competing for SEO.

If:

site:example.com

returns a number of pages, that doesn’t necessarily represent the complete number of pages Google has indexed from the website.

Operators provide signals.

Professional SEO analysis requires multiple signals.

What SEOs Should Use Instead of inurl:

There isn’t one single replacement.

Instead, use a combination of methods.

For URL research

Use:

• Site crawlers
• XML sitemaps
• Internal link analysis
• SEO crawlers
• Search Console

For competitor research

Use:

• Competitor crawling
• Keyword databases
• SERP analysis
• Content inventories
• Backlink databases
• Search operators as supplementary research

For link prospecting

Use:

• Search engines
• Dedicated backlink tools
• Prospect databases
• Industry directories
• Competitor backlink analysis
• Manual qualification

For indexation analysis

Use:

• Google Search Console
• URL Inspection
• XML sitemap analysis
• Server logs
• Crawling tools
• Canonical analysis

Google’s current documentation also emphasizes proper technical handling of canonical URLs and other indexing-related issues, reinforcing the importance of using first-party technical data rather than relying solely on search-result observations.

Should You Stop Using Google Search Operators?

No.

You should stop depending on them blindly.

That’s a very different thing.

Operators are still excellent for quickly finding patterns that would otherwise take much longer to discover.

For example:

site:example.com “AI”

can quickly reveal AI-related content on a specific domain.

filetype:pdf “SEO report”

can help discover PDF documents.

“write for us” marketing

can identify websites using a particular phrase.

inurl:resources SEO

can uncover resource pages.

These are useful shortcuts.

The mistake is assuming that the results represent a complete, stable, perfectly filtered dataset.

They don’t.

Search Operators Can Produce Unexpected Results

SEOs often test different URL patterns to uncover pages that may not appear through a normal keyword search. For example, queries such as inurl:guest-post, inurl:resources, or even inurl:qty may be used when investigating how particular terms appear within indexed URLs.

The important point is that an inurl: query should be treated as a discovery technique, not as a complete representation of Google’s index. If inurl:qty returns only a handful of pages, that doesn’t necessarily mean Google has indexed only those URLs containing qty. Likewise, a large number of results shouldn’t be interpreted as an exact count.

This is one reason many SEOs are changing how they use search operators. Rather than assuming that every inurl: result represents the full universe of matching pages, they use the results as starting points and then verify the findings using other sources.

The Future of SEO Research Is Multi-Source

The best SEO workflows are increasingly becoming multi-source.

Instead of asking one tool to answer everything, SEOs can combine:

Google Search

for broad discovery.

Search operators

for pattern-based discovery.

Search Console

for first-party performance and indexing information.

SEO crawlers

for URL and technical analysis.

Backlink databases

for link intelligence.

Keyword databases

for search-demand and ranking research.

Alternative search engines

for additional discovery perspectives.

AI tools

for analysis, expansion, classification, and research automation.

Each tool has a different job.

That’s much more powerful than trying to force Google into behaving like a database.

A Practical Example

Imagine you’re looking for technology websites that accept contributed articles.

An old-school workflow might be:

inurl:guest-post technology

Then export the results.

A better workflow would be:

Search 1

“write for us” technology

Search 2

“become a contributor” technology

Search 3

“submit an article” technology

Search 4

inurl:guest-post technology

Search 5

inurl:contribute technology

Search 6

“contributor guidelines” technology

Now combine the discovered domains.

Then manually or automatically qualify each domain based on:

• Relevance
• Authority
• Organic visibility
• Publishing activity
• Content quality
• Audience
• Editorial standards

The result is a much stronger prospect list.

And importantly, it doesn’t collapse if inurl: suddenly becomes less useful.

What About AI Visibility?

There’s another reason this shift matters.

SEO is no longer exclusively about traditional blue-link rankings.

Google has been expanding its generative AI experiences, and Google Search documentation now includes guidance specifically addressing visibility in generative AI features. Google says traditional SEO fundamentals remain relevant to appearing in these experiences while also emphasizing useful, non-commodity content.

That means SEOs increasingly need to understand not only:

“Can Google find this URL?”

but also:

“Does the content provide enough value and context to be surfaced, referenced, or understood?”

An inurl: search can’t answer that question.

Neither can intitle:.

Neither can a simple site: count.

Those operators tell you something about search discovery.

They don’t tell you everything about visibility.

Final Takeaway

The question isn’t really:

“Is inurl: broken?”

The better question is:

“Should SEOs still depend on inurl: as a precise research tool?”

The answer is no.

Use it.

Test it.

Experiment with it.

But don’t treat it as ground truth.

The same applies to intitle: and other advanced search operators.

Some operators have been officially retired over the years, while others may continue to function but produce results that aren’t as predictable or comprehensive as SEOs expect. Google’s own documentation confirms that search operators remain part of the search experience, while also making clear that Search results can vary according to context and other factors.

The smartest response isn’t to abandon Google.

It’s to stop making a single Google operator responsible for an entire SEO workflow.

Use Google for discovery.

Use crawlers for URLs.

Use Search Console for first-party data.

Use backlink databases for link intelligence.

Use keyword tools for search-demand research.

Use alternative search engines when they add value.

And use AI to connect, analyze, and accelerate all of that information.

The future of SEO research isn’t one perfect search operator. It’s a resilient research system that doesn’t break when one operator does.