But there’s a practical distinction worth drawing, and it changes how you apply the idea.
Search intent is about optimizing content to match what the search results reward. Keyword intent is the same concept applied one step earlier. Think of it as the filter you use during keyword research to decide whether a keyword belongs in your strategy at all.
If the intent doesn’t align with something your site can realistically serve and convert, the keyword doesn’t belong in your plan, regardless of how attractive the volume looks.
affiliate marketing websites.
Whether these keywords make sense to target in your keyword strategy depends entirely on the products you sell or promote.
Ahrefs’ Business Potential score is the most useful framework for assessing these. It rates keywords by how naturally you can present your product as the solution.

Transactional keywords
Transactional keywords signal immediate purchase intent, like “buy garden hose online,” “greenhouse kits for sale,” or “Miracle-Gro potting mix price”.

They convert well but are competitive and expensive to rank for organically. Because they sit closest to the point of purchase, they attract the most competition, both from other organic results and from paid advertisers willing to bid aggressively for the same eyeballs.
Worth targeting if you can rank; worth bidding on in paid if you can’t.
Navigational keywords
Navigational keywords are searches for a specific brand or destination, such as “Thompson & Morgan website,” “RHS plant finder,” or “Gardeners’ World magazine”.

The only navigational terms worth owning are your own brand terms, like “Ahrefs login,” “Ahrefs pricing,” or “Ahrefs free trial.” These are people already looking for you specifically, and making sure you rank prominently for them is about protecting your presence.
local SEO response, not a blog strategy. That means optimising your Google Business Profile, building local citations, and earning reviews rather than creating content.
The other type of keyword intent that’s typically missing is branded intent. These keywords include a brand or organizational entity by name. It could be your brand, a competitor’s, or a completely unrelated organization in your industry.
For example, in the gardening niche this might include a competitor like “Epic Gardening,” a retailer like “Home Depot gardening,” or an unrelated brand that shares your audience like “Martha Stewart gardening book.”

These keywords aren’t always navigational, in the traditional sense. For instance:
- {Brand} alternative: Is a commercial investigation query.
- {Brand} pricing: Is a transactional intent query.
- {Brand} vs {Brand}: Is a comparative commercial intent query.
There are many similar keywords containing brand names that all carry commercial or transactional signals. Showing up for these terms often requires a competitive approach and may even be a valid option for paid search ads.
Keywords Explorer and aren’t quite sure if a keyword meets the intent you’d like to target, try expanding the SERP results and using the AI intent identification feature:

It gives you a percentage breakdown of the search results and how many of the pages that rank fit a specific intent.
You can also choose between these intents for any keyword in AI Content Helper. The content optimization report gets customized based on which intent you select for a keyword:

You can also monitor intent drift for your priority keywords in Rank Tracker. Open the SERP overview for your target keywords, compare time periods, and hit “Identify intents” to track shifts in search intent over time.

And finally, if you’d like to identify more nuanced keyword intent across a whole list of keywords at scale, you can try using the Ahrefs MCP with your preferred LLM. Our team has found better success using Claude than ChatGPT, but your mileage may vary.
By connecting the MCP to an LLM, you can prompt it directly (something like “from this list of keywords, group them by intent type and flag any with high traffic potential”), and it’ll query Ahrefs data to do the heavy lifting in seconds rather than you manually working through each one.
In addition to scalability. Another advantage of using the MCP is that you can prompt it to identify deeper, more subtle layers of keyword intent (often called micro-intents).
It’s particularly useful when you’re researching a new niche and want a broad intent map before you start filtering in Keywords Explorer.
Keyword intent is your first filter, not your last
Before you look at keyword search volume, assess keyword difficulty, or plan a content calendar, ask whether the intent behind a keyword matches something your site can realistically serve to searchers and convert.
If it doesn’t, no amount of traffic potential makes it worth pursuing.
That’s the discipline keyword intent analysis actually requires. It’s a strategic filter that shapes everything that follows your keyword research process.
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Whether these keywords make sense to target in your keyword strategy depends entirely on the products you sell or promote.
Ahrefs’ Business Potential score is the most useful framework for assessing these. It rates keywords by how naturally you can present your product as the solution.

Transactional keywords
Transactional keywords signal immediate purchase intent, like “buy garden hose online,” “greenhouse kits for sale,” or “Miracle-Gro potting mix price”.

They convert well but are competitive and expensive to rank for organically. Because they sit closest to the point of purchase, they attract the most competition, both from other organic results and from paid advertisers willing to bid aggressively for the same eyeballs.
Worth targeting if you can rank; worth bidding on in paid if you can’t.
Navigational keywords
Navigational keywords are searches for a specific brand or destination, such as “Thompson & Morgan website,” “RHS plant finder,” or “Gardeners’ World magazine”.

The only navigational terms worth owning are your own brand terms, like “Ahrefs login,” “Ahrefs pricing,” or “Ahrefs free trial.” These are people already looking for you specifically, and making sure you rank prominently for them is about protecting your presence.
local SEO response, not a blog strategy. That means optimising your Google Business Profile, building local citations, and earning reviews rather than creating content.
The other type of keyword intent that’s typically missing is branded intent. These keywords include a brand or organizational entity by name. It could be your brand, a competitor’s, or a completely unrelated organization in your industry.
For example, in the gardening niche this might include a competitor like “Epic Gardening,” a retailer like “Home Depot gardening,” or an unrelated brand that shares your audience like “Martha Stewart gardening book.”

These keywords aren’t always navigational, in the traditional sense. For instance:
- {Brand} alternative: Is a commercial investigation query.
- {Brand} pricing: Is a transactional intent query.
- {Brand} vs {Brand}: Is a comparative commercial intent query.
There are many similar keywords containing brand names that all carry commercial or transactional signals. Showing up for these terms often requires a competitive approach and may even be a valid option for paid search ads.
Keywords Explorer and aren’t quite sure if a keyword meets the intent you’d like to target, try expanding the SERP results and using the AI intent identification feature:

It gives you a percentage breakdown of the search results and how many of the pages that rank fit a specific intent.
You can also choose between these intents for any keyword in AI Content Helper. The content optimization report gets customized based on which intent you select for a keyword:

You can also monitor intent drift for your priority keywords in Rank Tracker. Open the SERP overview for your target keywords, compare time periods, and hit “Identify intents” to track shifts in search intent over time.

And finally, if you’d like to identify more nuanced keyword intent across a whole list of keywords at scale, you can try using the Ahrefs MCP with your preferred LLM. Our team has found better success using Claude than ChatGPT, but your mileage may vary.
By connecting the MCP to an LLM, you can prompt it directly (something like “from this list of keywords, group them by intent type and flag any with high traffic potential”), and it’ll query Ahrefs data to do the heavy lifting in seconds rather than you manually working through each one.
In addition to scalability. Another advantage of using the MCP is that you can prompt it to identify deeper, more subtle layers of keyword intent (often called micro-intents).
It’s particularly useful when you’re researching a new niche and want a broad intent map before you start filtering in Keywords Explorer.
Keyword intent is your first filter, not your last
Before you look at keyword search volume, assess keyword difficulty, or plan a content calendar, ask whether the intent behind a keyword matches something your site can realistically serve to searchers and convert.
If it doesn’t, no amount of traffic potential makes it worth pursuing.
That’s the discipline keyword intent analysis actually requires. It’s a strategic filter that shapes everything that follows your keyword research process.
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The other type of keyword intent that’s typically missing is branded intent. These keywords include a brand or organizational entity by name. It could be your brand, a competitor’s, or a completely unrelated organization in your industry.
For example, in the gardening niche this might include a competitor like “Epic Gardening,” a retailer like “Home Depot gardening,” or an unrelated brand that shares your audience like “Martha Stewart gardening book.”

These keywords aren’t always navigational, in the traditional sense. For instance:
- {Brand} alternative: Is a commercial investigation query.
- {Brand} pricing: Is a transactional intent query.
- {Brand} vs {Brand}: Is a comparative commercial intent query.
There are many similar keywords containing brand names that all carry commercial or transactional signals. Showing up for these terms often requires a competitive approach and may even be a valid option for paid search ads.
Keywords Explorer and aren’t quite sure if a keyword meets the intent you’d like to target, try expanding the SERP results and using the AI intent identification feature:

It gives you a percentage breakdown of the search results and how many of the pages that rank fit a specific intent.
You can also choose between these intents for any keyword in AI Content Helper. The content optimization report gets customized based on which intent you select for a keyword:

You can also monitor intent drift for your priority keywords in Rank Tracker. Open the SERP overview for your target keywords, compare time periods, and hit “Identify intents” to track shifts in search intent over time.

And finally, if you’d like to identify more nuanced keyword intent across a whole list of keywords at scale, you can try using the Ahrefs MCP with your preferred LLM. Our team has found better success using Claude than ChatGPT, but your mileage may vary.
By connecting the MCP to an LLM, you can prompt it directly (something like “from this list of keywords, group them by intent type and flag any with high traffic potential”), and it’ll query Ahrefs data to do the heavy lifting in seconds rather than you manually working through each one.
In addition to scalability. Another advantage of using the MCP is that you can prompt it to identify deeper, more subtle layers of keyword intent (often called micro-intents).
It’s particularly useful when you’re researching a new niche and want a broad intent map before you start filtering in Keywords Explorer.
Keyword intent is your first filter, not your last
Before you look at keyword search volume, assess keyword difficulty, or plan a content calendar, ask whether the intent behind a keyword matches something your site can realistically serve to searchers and convert.
If it doesn’t, no amount of traffic potential makes it worth pursuing.
That’s the discipline keyword intent analysis actually requires. It’s a strategic filter that shapes everything that follows your keyword research process.

It gives you a percentage breakdown of the search results and how many of the pages that rank fit a specific intent.
You can also choose between these intents for any keyword in AI Content Helper. The content optimization report gets customized based on which intent you select for a keyword:

You can also monitor intent drift for your priority keywords in Rank Tracker. Open the SERP overview for your target keywords, compare time periods, and hit “Identify intents” to track shifts in search intent over time.

And finally, if you’d like to identify more nuanced keyword intent across a whole list of keywords at scale, you can try using the Ahrefs MCP with your preferred LLM. Our team has found better success using Claude than ChatGPT, but your mileage may vary.
By connecting the MCP to an LLM, you can prompt it directly (something like “from this list of keywords, group them by intent type and flag any with high traffic potential”), and it’ll query Ahrefs data to do the heavy lifting in seconds rather than you manually working through each one.
In addition to scalability. Another advantage of using the MCP is that you can prompt it to identify deeper, more subtle layers of keyword intent (often called micro-intents).
It’s particularly useful when you’re researching a new niche and want a broad intent map before you start filtering in Keywords Explorer.
Keyword intent is your first filter, not your last
Before you look at keyword search volume, assess keyword difficulty, or plan a content calendar, ask whether the intent behind a keyword matches something your site can realistically serve to searchers and convert.
If it doesn’t, no amount of traffic potential makes it worth pursuing.
That’s the discipline keyword intent analysis actually requires. It’s a strategic filter that shapes everything that follows your keyword research process.
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