Brand mentions are to AI search what backlinks are to traditional SEO. Links tell Google who to trust; mentions tell AI systems who you are.
Auditing your brand’s mentions is how you uncover:
- How the public sees your brand
- What misinformation might be feeding AI systems
- Which topics and entities are most strongly connected to you
Think of it as backlink auditing for the AI era. Instead of just analyzing links, you’re digging into the narratives and contexts that shape how both search engines and AI models present your brand.
Brand Radar make this straightforward. In the Overview > Web Pages tab, search for your brand and record key metrics, including:
- Number of unique pages mentioning you
- Estimated organic traffic to those pages
- How many referring domains link to those pages

From there, compare cumulative and month-by-month data.

This lets you:
- Track your mention acquisition rate (similar to link velocity in backlink audits)
- Correlate spikes in mentions with marketing campaigns, product launches, or PR events
- Identify long-term growth or decline trends in visibility
A strong benchmark gives you a baseline for measuring future progress and a clearer picture of how your brand is actually perceived online.
advanced search operators to filter the data however you like.

I prefer to remove mentions on my website and filter only to show mentions that also discuss my core topics.
When reviewing your brand mentions around the web, ask yourself questions like:
- What is the predominant sentiment? Are most mentions positive, negative, or neutral?
- Which brand elements show up most often? Do sub-brands, executives, or signature frameworks get more attention than the main brand?
- What types of publications mention you? News sites, industry blogs, community forums, or social platforms?
- Which formats generate stronger mentions? Case studies, product comparisons, thought-leadership articles, etc.?
- Which topics are you most often paired with? What other entities or themes consistently appear alongside your brand?
- Do mentions align with performance lifts? For example, do spikes in mentions correlate with traffic, rankings, or AI response visibility?
By asking these questions, you’ll see not just who is mentioning you, but how those mentions shape the narratives AI search platforms are most likely to surface and include in their responses.
make a copy of this template.
Add your exported data to columns B–H, ensuring they are aligned correctly. Then manually fill in the date in column A.
Every quarter, repeat this process and paste the latest data at the end. After a few entries, the pivot table will look something like this:

I like to highlight the empty cells so I can more easily see when mentions drop off over time. Then, verify what changed.
You can use tools like Wayback Machine or Ahrefs’ Page Inspect to compare pages with lost mentions and assess what changed.

Then, prioritize the mentions you can likely recover or that are on high-traffic, authoritative pages.
Reach out to the publisher and see if you can reclaim the lost mention.
link prospecting process for this. For every promising mention you think you can improve, add it to a prospect list (feel free to use this template).

Then, reach out to the publisher.
Tailor your outreach to the situation. For instance, suggest a branded anchor instead of generic text, or see if they’ll be open to mentioning your brand alongside an existing link.
Hallucinated URLs on your site that don’t exist
Inaccurate claims from UGC sites like Reddit, repeated as fact
Mentions on low-quality sites that misrepresent your brand
In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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- Number of unique pages mentioning you
- Estimated organic traffic to those pages
- How many referring domains link to those pages

From there, compare cumulative and month-by-month data.

This lets you:
- Track your mention acquisition rate (similar to link velocity in backlink audits)
- Correlate spikes in mentions with marketing campaigns, product launches, or PR events
- Identify long-term growth or decline trends in visibility
A strong benchmark gives you a baseline for measuring future progress and a clearer picture of how your brand is actually perceived online.
advanced search operators to filter the data however you like.

I prefer to remove mentions on my website and filter only to show mentions that also discuss my core topics.
When reviewing your brand mentions around the web, ask yourself questions like:
- What is the predominant sentiment? Are most mentions positive, negative, or neutral?
- Which brand elements show up most often? Do sub-brands, executives, or signature frameworks get more attention than the main brand?
- What types of publications mention you? News sites, industry blogs, community forums, or social platforms?
- Which formats generate stronger mentions? Case studies, product comparisons, thought-leadership articles, etc.?
- Which topics are you most often paired with? What other entities or themes consistently appear alongside your brand?
- Do mentions align with performance lifts? For example, do spikes in mentions correlate with traffic, rankings, or AI response visibility?
By asking these questions, you’ll see not just who is mentioning you, but how those mentions shape the narratives AI search platforms are most likely to surface and include in their responses.
make a copy of this template.
Add your exported data to columns B–H, ensuring they are aligned correctly. Then manually fill in the date in column A.
Every quarter, repeat this process and paste the latest data at the end. After a few entries, the pivot table will look something like this:

I like to highlight the empty cells so I can more easily see when mentions drop off over time. Then, verify what changed.
You can use tools like Wayback Machine or Ahrefs’ Page Inspect to compare pages with lost mentions and assess what changed.

Then, prioritize the mentions you can likely recover or that are on high-traffic, authoritative pages.
Reach out to the publisher and see if you can reclaim the lost mention.
link prospecting process for this. For every promising mention you think you can improve, add it to a prospect list (feel free to use this template).

Then, reach out to the publisher.
Tailor your outreach to the situation. For instance, suggest a branded anchor instead of generic text, or see if they’ll be open to mentioning your brand alongside an existing link.
Hallucinated URLs on your site that don’t exist
Inaccurate claims from UGC sites like Reddit, repeated as fact
Mentions on low-quality sites that misrepresent your brand
In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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I prefer to remove mentions on my website and filter only to show mentions that also discuss my core topics.
When reviewing your brand mentions around the web, ask yourself questions like:
- What is the predominant sentiment? Are most mentions positive, negative, or neutral?
- Which brand elements show up most often? Do sub-brands, executives, or signature frameworks get more attention than the main brand?
- What types of publications mention you? News sites, industry blogs, community forums, or social platforms?
- Which formats generate stronger mentions? Case studies, product comparisons, thought-leadership articles, etc.?
- Which topics are you most often paired with? What other entities or themes consistently appear alongside your brand?
- Do mentions align with performance lifts? For example, do spikes in mentions correlate with traffic, rankings, or AI response visibility?
By asking these questions, you’ll see not just who is mentioning you, but how those mentions shape the narratives AI search platforms are most likely to surface and include in their responses.
make a copy of this template.
Add your exported data to columns B–H, ensuring they are aligned correctly. Then manually fill in the date in column A.
Every quarter, repeat this process and paste the latest data at the end. After a few entries, the pivot table will look something like this:

I like to highlight the empty cells so I can more easily see when mentions drop off over time. Then, verify what changed.
You can use tools like Wayback Machine or Ahrefs’ Page Inspect to compare pages with lost mentions and assess what changed.

Then, prioritize the mentions you can likely recover or that are on high-traffic, authoritative pages.
Reach out to the publisher and see if you can reclaim the lost mention.
link prospecting process for this. For every promising mention you think you can improve, add it to a prospect list (feel free to use this template).

Then, reach out to the publisher.
Tailor your outreach to the situation. For instance, suggest a branded anchor instead of generic text, or see if they’ll be open to mentioning your brand alongside an existing link.
Hallucinated URLs on your site that don’t exist
Inaccurate claims from UGC sites like Reddit, repeated as fact
Mentions on low-quality sites that misrepresent your brand
In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
Similar Posts
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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In October 2024, we organized a sold-out, 500-person conference called Ahrefs Evolve in Singapore. We’ve already covered how we planned the event from start to finish and how we promoted the event. This time round, it’s about how our events can be better next time. Like any good event organizer, we sent out post-event surveys to…
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Add your exported data to columns B–H, ensuring they are aligned correctly. Then manually fill in the date in column A.
Every quarter, repeat this process and paste the latest data at the end. After a few entries, the pivot table will look something like this:

I like to highlight the empty cells so I can more easily see when mentions drop off over time. Then, verify what changed.
You can use tools like Wayback Machine or Ahrefs’ Page Inspect to compare pages with lost mentions and assess what changed.

Then, prioritize the mentions you can likely recover or that are on high-traffic, authoritative pages.
Reach out to the publisher and see if you can reclaim the lost mention.
link prospecting process for this. For every promising mention you think you can improve, add it to a prospect list (feel free to use this template).

Then, reach out to the publisher.
Tailor your outreach to the situation. For instance, suggest a branded anchor instead of generic text, or see if they’ll be open to mentioning your brand alongside an existing link.
Hallucinated URLs on your site that don’t exist
Inaccurate claims from UGC sites like Reddit, repeated as fact
Mentions on low-quality sites that misrepresent your brand
In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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As content marketers, we spend most of our time sitting in front of a screen, buried in a Google Doc. But sometimes, it’s a great idea to leave the desk and socialize with other human beings—ideally on your employer’s dime 😉 Conferences are a great excuse to hang out with other content marketers, talk shop, learn…
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In October 2024, we organized a sold-out, 500-person conference called Ahrefs Evolve in Singapore. We’ve already covered how we planned the event from start to finish and how we promoted the event. This time round, it’s about how our events can be better next time. Like any good event organizer, we sent out post-event surveys to…
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Google says AI Overviews increase clicks. Cold, hard logic disagrees, and so does our research. We analyzed 300,000 keywords and found that the presence of an AI Overview in the search results correlated with a 34.5% lower average clickthrough rate (CTR) for the top-ranking page, compared to similar informational keywords without an AI Overview. Thanks…
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Then, reach out to the publisher.
Tailor your outreach to the situation. For instance, suggest a branded anchor instead of generic text, or see if they’ll be open to mentioning your brand alongside an existing link.
Hallucinated URLs on your site that don’t exist
Inaccurate claims from UGC sites like Reddit, repeated as fact
Mentions on low-quality sites that misrepresent your brand
In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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In isolation, these are not a big issue. Taken altogether, these can add up to a negative pattern over time, influencing responses about your brand.
When misinformation takes hold, it not only risks confusing users but also trains AI systems to describe your brand inaccurately.
To fix this, start with any assets you control or have access to, and update them immediately. For instance, if some old directory listings or business citations have outdated information, log in and update them.
If some content on your website is unclear, edit it. For example, I noticed AI responses were frequently hallucinating about Ahrefs’ Multilingual SEO Matrix. I wrote about it here.
After discovering this issue, I updated the post with clearer content, properly defining the matrix as a standalone concept. Now Google prioritizes our post in the AI response, citation, and organic position one.

If the asset is external, try outreach to the publisher and request that they correct the misinformation in their content.
In severe cases (such as deliberate misinformation or negative SEO campaigns), legal action may be necessary to protect your brand.
make a copy here). The only difference is adding each brand’s name in column A in the Raw Data tab.
Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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In October 2024, we organized a sold-out, 500-person conference called Ahrefs Evolve in Singapore. We’ve already covered how we planned the event from start to finish and how we promoted the event. This time round, it’s about how our events can be better next time. Like any good event organizer, we sent out post-event surveys to…
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Google says AI Overviews increase clicks. Cold, hard logic disagrees, and so does our research. We analyzed 300,000 keywords and found that the presence of an AI Overview in the search results correlated with a 34.5% lower average clickthrough rate (CTR) for the top-ranking page, compared to similar informational keywords without an AI Overview. Thanks…
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Here’s what that will look like once you’ve added data for some sites:

The empty cells indicate gaps in web mentions. Start by looking for posts that mention multiple competitors but not you. These are likely to be your quick wins.
Then, dig into how competitors secured their strongest mentions:
- Content formats: Are their mentions tied to blog posts, case studies, or original research that you could replicate in your own niche?
- Publications: Do certain sites or authors reference them repeatedly? Building relationships with the same outlets could open doors for you.
- Campaigns: Did a product launch, viral idea, or signature framework drive a wave of mentions? Understanding these triggers can inform your own marketing.
- Outreach channels: Guest posts, partnerships, or collaborative content may be fueling their visibility.
By reverse engineering competitor mentions, you go beyond closing gaps. You also discover which strategies are most effective in your industry and how to adapt them for your own brand.
outreach prospecting list.
Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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Google says AI Overviews increase clicks. Cold, hard logic disagrees, and so does our research. We analyzed 300,000 keywords and found that the presence of an AI Overview in the search results correlated with a 34.5% lower average clickthrough rate (CTR) for the top-ranking page, compared to similar informational keywords without an AI Overview. Thanks…
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Even a small number of these neutral, high-visibility mentions can tilt AI responses and search results in your favor, especially if competitors haven’t discovered them yet.
Mentions Alerts to catch new references to your brand.
Review each mention: Decide if action is needed, like outreach to add a link, correcting misinformation, or strengthening weak mentions.
Track mention velocity: Are web mentions increasing, stable, or declining? Are newer mentions stronger, more positive, and reaching better audiences?
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
Every quarter:
- Benchmark against competitors: Spot new tactics they’re using or uncover rising players gaining buzz.
- Identify new opportunities: Discover emerging publications or partnerships with writers and influencers.
- Summarize insights: Report key insights to stakeholders, and log action items into a project management tool like Asana.
This steady cadence ensures you’re not just reacting to mentions, but actively shaping the narrative around your brand and keeping leadership informed of both progress and opportunities.
Final thoughts
Backlink audits helped define SEO’s past, but brand mentions are shaping its future.
When it comes to AI search, every reference to your brand (whether linked or not) contributes to how algorithms perceive authority and relevance. By auditing mentions with the same rigor you once reserved for backlinks, you gain visibility into the narratives, contexts, and signals that influence both rankings and AI-generated responses.
Treat mentions as an essential layer of SEO, and you’ll stay ahead of competitors that are still optimizing for yesterday’s search landscape.
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When you search on the internet, there’s a good chance LLMs are involved somewhere in the process. If you want any chance of visibility in LLM search, you need to understand how to make your brand visible in AI answers. The latest wave of experts claim to know the “secret” to AI visibility, but the…
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Google says AI Overviews increase clicks. Cold, hard logic disagrees, and so does our research. We analyzed 300,000 keywords and found that the presence of an AI Overview in the search results correlated with a 34.5% lower average clickthrough rate (CTR) for the top-ranking page, compared to similar informational keywords without an AI Overview. Thanks…
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