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Save Time With Keywords Explorer Tool

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Save Time With Keywords Explorer Tool

Keyword clustering tools group keywords with the same or similar intent. This makes it easier to take action on your keyword research because it tells you which keywords to target on the same page.

Unfortunately, most keyword clustering tools aren’t exactly quick…

For example, I asked a popular keyword clustering tool to group 4,703 keywords. It took 51 minutes! That’s a long time to wait!

Luckily, you can cluster keywords much quicker in Keywords Explorer.

Instant clustering works by grouping keywords using a proprietary metric in Ahrefs called Parent Topic. To get this metric, we take the #1 ranking page for your keyword and find the keyword responsible for sending the most traffic to that page.

Example

The top-ranking page for “best drip coffee maker” is from Wirecutter:

The same page ranks #1 for “best thermal carafe coffee maker”…

Wirecutter's list of the best drip coffee makers ranking #1 for "best thermal carafe coffee maker"Wirecutter's list of the best drip coffee makers ranking #1 for "best thermal carafe coffee maker"

… and for “best filter coffee maker”:

Wirecutter's list of the best drip coffee makers ranking #1 for "best filter coffee maker" Wirecutter's list of the best drip coffee makers ranking #1 for "best filter coffee maker"

Because of this, all three keywords have the same Parent Topic (“best drip coffee maker”) and fall under the same cluster:

Keyword cluster for "best drip coffee maker" in Keywords Explorer toolKeyword cluster for "best drip coffee maker" in Keywords Explorer tool

It’s clearly possible to rank higher for all keywords in the cluster with just one page because that’s exactly what the Wirecutter’s page does.

This method of clustering is faster than many other keyword clustering tools because, unlike them, we don’t have to do much computing on the fly to group keywords. We already have Parent Topics stored.

Just enter your broad search or list of keywords and click the “Clusters by Parent Topic” tab in the Overview or a keyword ideas report:

How to cluster keywords in Ahrefs' Keywords Explorer toolHow to cluster keywords in Ahrefs' Keywords Explorer tool

You’ll see your keywords grouped into clusters by Parent Topic and sorted by Cluster volume.

In Keywords Explorer, keywords in clusters are sorted by cluster volumeIn Keywords Explorer, keywords in clusters are sorted by cluster volume

To see the keywords in a cluster and their metrics, hit the caret in the Keywords column:

In Keywords Explorer, hit the caret to reveal all keywords in the clusterIn Keywords Explorer, hit the caret to reveal all keywords in the cluster

Let’s go into more detail for a few different scenarios.

To cluster an existing list of keywords…

Paste in your list of up to 10,000 keywords, hit search, and click the “Clusters by Parent Topic” tab on the Overview report. That’s it!

How to cluster an existing list of keywords in Keywords Explorer toolHow to cluster an existing list of keywords in Keywords Explorer tool

To cluster a new keyword list…

Enter a few seed keywords, go to one of the keyword ideas reports (e.g., Matching terms), then hit the “Clusters by Parent Topic” tab to cluster all keyword ideas.

How to cluster a new keyword list in Keywords Explorer toolHow to cluster a new keyword list in Keywords Explorer tool

If you want to be more selective, use the filters to refine your search and add keyword ideas you like to a keyword list.

How to add keywords to a keyword listHow to add keywords to a keyword list

If you then select this your list of keyword lists on the left and hit the “Clusters by Parent Topic” tab, it’ll cluster your list:

Viewing clusters for a keyword list in Keywords ExplorerViewing clusters for a keyword list in Keywords Explorer

To cluster your competitor’s keywords…

Enter a competitor’s domain into Site Explorer, go to the Organic Keywords report, and export the data.

Use the Organic Keywords report in Ahrefs' Site Explorer to find your competitor's keywords, then export the dataUse the Organic Keywords report in Ahrefs' Site Explorer to find your competitor's keywords, then export the data

Sidenote.

If your competitor ranks for over 10,000 keywords, you’ll have to use the filters to refine the report before exporting. This is because 10,000 is the maximum number of keywords you can paste into Keywords Explorer, which is the next step.

Next, paste the exported keywords into Keywords Explorer, then hit the “Clusters by Parent Topic” tab on the Overview report.

Import your competitor's keywords into Ahrefs' Keywords Explorer, then click "Clusters by Parent Topic" to group themImport your competitor's keywords into Ahrefs' Keywords Explorer, then click "Clusters by Parent Topic" to group them

Looking to cluster more than 10,000 competitor keywords?

It’s not yet possible to do this by Parent Topic in Ahrefs, but the Top Pages report in Site Explorer does something very similar. It shows you the top pages by estimated traffic and the keyword sending the most traffic to the page (which is often a good indicator of the overall topic).

Use the Top Pages report in Ahrefs' Site Explorer to find the best topics to create content aboutUse the Top Pages report in Ahrefs' Site Explorer to find the best topics to create content about

You can also see all the keywords the page ranks for by hitting the caret:

Click the caret to see all the keywords a competitor's page ranks forClick the caret to see all the keywords a competitor's page ranks for

If your goal is to find topic ideas from your competitors, this report is a goldmine.

Term clustering is where you group keywords by the words or phrases they contain rather than intent. It’s useful for understanding trends, finding niches, and clustering keywords into topical buckets so you can create related content in batches.

To do it in Ahrefs, just hit the “Clusters by terms” tab in the Overview or a keyword ideas report.

How to cluster by terms in Ahrefs' Keywords ExplorerHow to cluster by terms in Ahrefs' Keywords Explorer

For example, if you enter “notion” as your seed keyword and cluster by terms, you’ll see that one of the term clusters is “template”:

Example term cluster in Keywords ExplorerExample term cluster in Keywords Explorer

This cluster contains 5,098 keywords with a global combined search volume of 257K.

If you hit the caret to reveal the keywords, you’ll see all kinds of Notion templates people are searching for, like:

  • notion budget template
  • notion calendar template
  • notion project management template
  • notion school template
  • notion journal template
  • notion workout template
  • notion travel template
Example of keywords related to Notion templates in a term clusterExample of keywords related to Notion templates in a term cluster

Given how much search traffic potential there is here, this could be a great niche for a new website.

Why should you cluster keywords?

Keyword clustering speeds up content production by turning keywords into topics that writers can immediately start working on. It also helps you produce more comprehensive content, as keywords in clusters often represent important subtopics.

What is the best keyword clustering tool?

Ahrefs is the best keyword clustering tool if you’re looking to cluster keywords fast. It takes just seconds, while other tools can often take more than an hour just to cluster a few thousand keywords.

What is the downside of using Keywords Explorer as a keyword clustering tool?

Keywords Explorer is arguably less accurate than some keyword clustering tools because it clusters by Parent Topic. This means we’re judging the similarity of keywords based on the top-ranking result, not the entire SERP (as some other tools do). But that’s also why it’s so fast!

Where can I learn more about keyword clustering?

Read our guide to keyword clustering. It goes deeper into how to do it and the benefits and drawbacks of clustering.

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WordPress Gives WP Engine Users A Reprieve

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WordPress WP Engine Repreieve

Matt Mullenweg posted on WordPress.org that WP Engine users have been granted a reprieve from the block on the WordPress plugin and theme repository until October 1st, allowing them to access updates as usual.

WordPress Versus WP Engine

Matt Mullenweg and popular web host WP Engine have been locked in a conflict for the past week over a commercial licensing fee that other web hosts pay but WP Engine does not. The issue between them stems from the frustrations on Mullenweg’s side with the perception that WP Engine is not giving back enough to WordPress in the way that they should. Prominent figures in the WordPress industry like Joost de Valk agree with Mullenweg that companies, including WP Engine, should give back more to WordPress.

WP Engine has offered their side of the story have gone as far as to send a formal cease and desist letter for what they perceive as an unfair attack on their business.

Regardless of who is right or wrong, WordPress users on WP Engine are caught in the middle of this conflict, with their businesses disrupted by Mullenweg’s decision to block WP Engine from accessing the WordPress.org plugin and theme repository, preventing them from updating plugins and themes.

Temporary Reprieve

Mullenweg posted on WordPress.org that he has heard from WordPress users and has decided to give the WordPress users a chance for WP Engine to set up a solution so that they won’t be inconvenienced. WP Engine has until October 1st to engineer a workaround.

He wrote:

“I’ve heard from WP Engine customers that they are frustrated that WP Engine hasn’t been able to make updates, plugin directory, theme directory, and Openverse work on their sites. It saddens me that they’ve been negatively impacted by Silver Lake‘s commercial decisions.

WP Engine was well aware that we could remove access when they chose to ignore our efforts to resolve our differences and enter into a commercial licensing agreement. Heather Brunner, Lee Wittlinger, and their Board chose to take this risk.

…We have lifted the blocks of their servers from accessing ours, until October 1, UTC 00:00. Hopefully this helps them spin up their mirrors of all of WordPress.org’s resources that they were using for free while not paying, and making legal threats against us.”

Read more at WordPress.org:

WP Engine Reprieve

Featured Image by Shutterstock/Vladimka production

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How to Estimate It and Source Data

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How to Estimate It and Source Data

Total addressable market (TAM) is an estimation of how much you could earn if you could sell your product or service to every possible customer in your market.

The basic formula for calculating TAM is:

TAM = (Total Number of Potential Customers) × (Average Annual Revenue per Customer)

Understanding TAM helps you figure out the size of your market and the amount of money you could make if you captured all of it.

TAM is also a key metric for startup investors. It shows whether a business idea has a big enough opportunity. Investors often look for a TAM that is “just right” — not too big or too small. A TAM that’s too large might mean the market is crowded with tough competition, while a TAM that’s too small could mean limited room for growth.

In this guide, you’ll learn how to estimate TAM using three methods, where people often make mistakes, and how to refine your estimations to make them plausible to investors or stakeholders and actionable for your business.

There are three approaches to calculating TAM. Depending on the available market data, your business model, and your stakeholders/investors, you should consider using the top-down, bottom-up, or value theory approach.

1. Top-down approach

The top-down approach starts with broad market data and narrows it down to estimate the market size for your specific product or service.

This approach is useful when there’s reliable, broad industry data available.

How to use

  1. Estimate the overall market size in which your product operates, usually obtained from industry reports or research.
  2. Apply a percentage that represents the portion of the market your product can realistically capture.

Example

If the global smartphone market is valued at $500 billion, and you are launching a new smartphone accessory, you might estimate that your product could target 5% of the market, which gives you a TAM of $25 billion.

2. Bottom-up approach

The bottom-up approach builds the TAM by starting with specific, individual data related to your business and scaling it up.

TAM: bottom-up approach.TAM: bottom-up approach.

This method is great when you have detailed knowledge of your customer base and pricing. As far as I know, investors prefer this method, which offers the most accurate and actionable TAM estimation.

 

A few birds in the hand is worth billions in the TAM. Early-stage (pre-Series-B) startups shouldn’t worry too much about calculating a precise TAM. As long as it’s in the right ballpark for their thesis, investors care a lot more about the traction you can show with paying customers. That’s why bottom-up is far more convincing than hand-wavy top-down methods that only rely on finding a big enough pie to claim as your market. 

Rob ChengRob Cheng

How to use

  1. Estimate how many potential customers there are in your target market. You can do this by using sources like industry reports, census data, or research from trusted organizations (more data sources at the end of the article).
  2. Multiply this number by the average revenue you expect to earn from each customer (ARPU – Average Revenue Per User).

Tip

To calculate ARPU, consider the pricing of your product or service, how frequently customers will purchase, and the churn rate.

For example, if you charge $100 per month for a subscription service, your monthly churn rate is 5%; on average, a customer might stay subscribed for around 6-7 months, meaning your average revenue per customer would be around $600-700.

Example

Let’s say you have subscription-based software that helps small businesses manage their finances. You identify that 2 million small businesses could benefit from your software. If your ARPU is $600, your TAM would be 2 million customers × $600 = $1.2 billion.

3. Value theory approach

The value theory approach estimates TAM based on the value your product provides to customers and how much they might be willing to pay for it.

TAM: value-based approach. TAM: value-based approach.

This approach is especially useful if you’re introducing a product or service that disrupts existing markets; traditional market size calculations may not accurately reflect the potential.

How to use

  1. Assess the value or cost savings that your product delivers to the customer.
  2. Estimate how much customers would be willing to pay for that value and scale it across the entire market.

Example

Suppose you have developed a new energy-efficient lighting system that saves companies $10,000 per year in energy costs.

If 100,000 companies could use your lighting system, and each is willing to pay $5,000 for it (because they’ll save $10,000), your TAM would be 100,000 companies × $5,000 = $500 million.

There’s also a fourth option — a middle ground mentioned by quite a few people who offered their insights for this article.

 

I’d say the best method to estimate TAM is usually a combination of top-down and bottom-up approaches. The top-down method gives you a big picture view using industry reports and market research, while bottom-up lets you build from the ground up using your own data and customer insights. This combined approach helps balance out the weaknesses of each method. 

Aaron WhittakerAaron Whittaker

You may encounter the TAM, SAM, and SOM terminology and need to apply it if an investor requests it.

People who prefer this approach treat TAM as a “pie in the sky” number and further refine it with SAM and SOM portions of it.

  • TAM (Total Addressable Market) is the total market if you could sell to everyone, everywhere. Your biggest possible opportunity.
  • SAM (Service Addressable Market) is the portion of the TAM you can actually target based on where you operate and who your product is for. For example, if you’re a local coffee shop in New York City, your SAM might be coffee drinkers in NYC, not every coffee drinker worldwide.
  • SOM (Service Obtainable Market) is the realistic piece of the SAM that you can actually win over, considering the competition and your strengths. Continuing with the coffee shop example, your SOM might be the number of customers you can realistically attract in your neighborhood, given factors like nearby competitors, your unique offerings, and marketing efforts.

TAM is typically used to make a compelling story about the potential for growth, so it’s easy to be over-optimistic and make mistakes that could make your TAM look better.

Here’s an example. I used a tool that calculates TAM automatically based on a URL to find the market size for netflix.com. The tool told me that there are 7B people who “need it (…) even if they’re not willing or able to make a purchase” and 6.3B ready to make a purchase. Something that I find hard to believe since there are an estimated 5.3B people with internet access worldwide.

Also, the way that the tool defines my potential customers doesn’t sound convincing to me, either, let alone logical.

Example of mistakes in calculating TAM.Example of mistakes in calculating TAM.

Other mistakes you should avoid:

  • Falling into the “everything trap”. This is when businesses assume that their product or service could appeal to everyone in the market, leading them to calculate TAM based on an overly broad audience.
  • Sizing the problem instead of the market. This happens when businesses focus on the total number of people who might benefit from their solution without considering how many are realistically willing to pay for it.
  • Overlooking market trends and dynamics. The market can grow or contract, consumer preferences can change, government regulations can influence the market, etc.

The basic data sources for TAM calculations are industry reports you can find on platforms like Statista and census data (like the US census data). However, there are other places where you can look for more detailed data.

Explore the market using search data

Search data is information about what people are looking for online. It can help you understand what customers want, where interest is growing, and what regions are most active.

Google Trends provides some of that data for free. For example, you can check if interest in a plant-based diet is still strong and where in the US you could find the most customers.

Using Google Trends for TAM.Using Google Trends for TAM.

But that’s how far this tool goes. You don’t know what terms are “inside” the topic or how popular a keyword is (the numbers in Google Trends are relative). Also, sometimes Google won’t have the data, just like for the term “baby food subscription”.

Using Google Trends for TAM.Using Google Trends for TAM.

Alternatively, you can use Ahrefs. I’m sure you’ll find more search terms there and a lot more data points. Let me take you through three examples.

Gauge demand with search volume

Search volume is an estimation of the average monthly number of searches for a keyword over the latest known 12 months of data.

High search volumes suggest a larger potential market. Low search volumes, suggest a smaller market (or that you will need to be more creative to find customers).

For example, while Google Trends didn’t have any data on “baby food subscription”, Ahrefs’ Keywords Explorer shows that there are an estimated 1.2K searches per month in the US of that term. Plus, it shows you the forecast for that keyword.

Example of keyword data useful for calculating TAM. Example of keyword data useful for calculating TAM.

If you’d be planning to start a new business in this niche, you’d need compelling arguments to justify a high TAM estimate, because the current demand for this type of service appears to be relatively low.

Learn what people want and how they look for it

Keyword research can tell you what people want in which countries. All you need to know is a few broad terms related to your product.

For example, for plant-based products, you could just type in “plant-based, vegan” and then go to the Matching terms report to see the popularity of certain types of products. You can also see if the demand for these products has grown or fallen over the last three months.

A selection of keywords with growth metrics. A selection of keywords with growth metrics.

So, if you find that the demand for most vegan products has increased, you could assume that your TAM is going to expand in the near future because more people seem to be interested.

You can also use the tool to automatically translate these keywords and see what search terms people use to find the same products around the world and how popular they are.

Automatic keyword translations in Ahrefs. Automatic keyword translations in Ahrefs.

And if you’re unsure what keywords people could use to find a product or service like yours, just use the AI suggestion feature.

Using AI in Keywords Explorer to find more ways people could look for a product or service online. Using AI in Keywords Explorer to find more ways people could look for a product or service online.

Learn from your competitors

By studying the keywords your competitors are targeting, you can uncover untapped niches or areas where demand is high but competition is lower.

For example, say you’re a SaaS company offering a project management tool. If you used Ahrefs’ Site Explorer, you would find that one of your competitors ranks for terms like “engineering project management software”. This could indicate a niche market with unique needs, where there’s considerable demand but less competition.

Using competitive keyword research to find  new niches. Using competitive keyword research to find  new niches.

While you’re at it, go to the Organic Competitors tab to see who else competes for the same audience. Chances are, you may find some new potential competitors.

Identifying organic competitors to refine TAM. Identifying organic competitors to refine TAM.

Use S-1 filings and quarterly reports from public companies

Public companies’ quarterly reports (10-Q) and S-1/F-1 filings offer rich data for estimating TAM. They provide detailed breakdowns of revenue by product line, geographic region, and market segment, along with insights into market share and growth potential.

For example, if a company generates $500 million from a particular service and claims 10% of the market, you can estimate the TAM at $5 billion.

Both reports can also provide guidance on future growth trends, helping forecast your TAM’s evolution.

You can use AI like ChatGPT to analyze the documents for you (they can be quite complex). Here’s a sample analysis of an over 500-page F-1 filing by an Esports company.

AI used to analyze an S1 document. AI used to analyze an S1 document.

Interview potential customers

While reports give you big numbers, talking to real people gives you the practical insights needed to adjust those estimates.

  • By speaking directly to customers, you can gauge whether they actually need your product and how likely they are to adopt it.
  • Interviews help you narrow down the customer segments most interested in your solution. Maybe not everyone is a fit, but if certain industries or company sizes show more interest, you can focus your TAM on those segments.
  • Asking customers what they’d actually pay for your product gives you real data. If you know what your target customers are willing to spend, you can multiply that by the number of similar customers to estimate your revenue potential and refine your TAM.

Use PitchBook for investment and market data

PitchBook offers broader market data and investment trends. It provides reliable information on market valuations, funding rounds, and industry growth, which helps you gauge the overall size and growth potential of a market.

PitchBook also helps identify key players, making it easier to estimate how much of the market is currently being captured and what remains untapped.

For example, based on Stripe’s post-valuation of $152 billion and an assumed 30% market share, Stripe’s TAM would be approximately $506.67 billion (TAM = valuation/market share).

Example of PitchBook data useful for estimating TAM.Example of PitchBook data useful for estimating TAM.

Other tools for SaaS companies

If you’re in SaaS, there are a couple more sources of data you may find especially useful: BuiltWith and Latka SaaS Database.

BuiltWith is a tool that shows you what technologies websites are using. This tool is great for identifying your ideal customer because you can see which companies use certain tools or platforms that align with your product.

Sidenote.

The Ideal customer profile (ICP) is a detailed description of the type of company or person who would benefit most from your product or service. It’s helpful mostly for a bottom-up approach to calculate market size, as it helps you focus on the specific segments of the market that are most relevant to your business. 

Enter a competitor into BuiltWith, and look for the list of their customers. For example, here are some of the sites that use Salesforce. You can sort the list by employees or traffic to find the size of the company you think you could get on board. 

Example of BuiltWith data useful for estimating TAM.Example of BuiltWith data useful for estimating TAM.

The next one is Latka SaaS Database. If you can’t find a SaaS company on PitchBook or BuiltWith, there’s a chance you will find it on Latka. It’s a SaaS-specific database that tracks metrics like revenue, customer growth, churn rates, and funding for thousands of companies.

Example of Latka's data useful for estimating TAM.Example of Latka's data useful for estimating TAM.

Knowing your competitors’ revenue and the number of customers they serve can help you better estimate the size of your potential market.

  • Use competitors’ ARPU or ACV (Annual Contract Value) to estimate your own future metrics.
  • Use the competitor’s revenue or valuation and apply a market share estimation to calculate TAM.

Final thoughts

Remember, TAM is ultimately an estimation. It’s natural to be slightly off, and you’ll probably need to reevaluate every year, after significant changes in the market or after introducing new products.

 

Generally, TAM calculations are not very accurate. At best, you’re relying on partially known variables (number of potential customers and average lifetime customer value). Industries also change so quickly that TAM calculations can become irrelevant within a matter of months.

James OliverJames Oliver

What’s perhaps more important than the exact number is the methodology behind your TAM calculation. A well-thought-out approach demonstrates how seriously you take the business and the effort you’ve put into understanding the market.

Got questions or comments? Find me on LinkedIn.

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9 Successful PR Campaign Examples, According to the Data

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9 Successful PR Campaign Examples, According to the Data

From Barbie-themed ketchup to exploding owl butts, these PR campaign examples prove that with the right data, timing, and a bit of creativity, you can win coverage and drive real, measurable results. 

In this post, you’ll see the data behind nine successful PR campaigns, and hopefully get some inspiration for your next press idea.

9 popular PR campaign examples

This list is a real mixed bag of PR examples – from newsjacking, to content repurposing, exclusive research, and kooky brand stunts – but one thing they all have in common is measurable success.

In each section, I’ll do a post-mortem of campaign performance, share some analysis tactics, and round-off with a couple of quick tips.

Sound good? Let’s jump in.

1. Heinz + Mattel “Barbiecue” PR campaign

Campaign 🍅👱🏼‍♀️🎀 Heinz Barbiecue
Brand(s) 🏷️ Heinz + Mattel
Links earned 🔗 62
Campaign type 📰 Newjacking/brand collab/product release
Global search volume 🔎 600 for “barbie ketchup”
Search growth (YoY) 📈 200% for “barbie ketchup”

Back in August 2023, when Barbiecore was all the rage, Heinz teased a mockup of two Barbie themed sauces: Kenchup and Barbiecue sauce.

Eight months later, for Barbie’s 65th anniversary in April 2024, Heinz and Mattel dropped the official Barbiecue special edition sauce.

A screenshot of Barbiecue launch from Heinz on TikTok highlighting video engagementA screenshot of Barbiecue launch from Heinz on TikTok highlighting video engagement

Heinz first conceived of the PR stunt to build intrigue around the product months before it hit the shelves, then used public response as a litmus test for its success.

According to their submission in the Shorty Awards, they carefully coordinated their initial “teaser” drop to coincide with an uptick in audience discussions, following the film’s release.

Heinz Shorty Awards quote on the timing of their Barbiecue PR campaignHeinz Shorty Awards quote on the timing of their Barbiecue PR campaign

To date, the Barbiecue PR campaign has earned Heinz 118 relevant mentions in top-tier media outlets like Bloomberg, Yahoo, CBS News, and The Standard, according to Content Explorer.

A screenshot of Ahrefs Content Explorer highlightin 118 mentions of Heinz BarbiecueA screenshot of Ahrefs Content Explorer highlightin 118 mentions of Heinz Barbiecue

With zero dollars in paid promotion, it also generated 38 million organic social impressions and doubled average engagement rates.

Quick learnings

  • Hijack trending cultural “moments”
  • Time your PR campaign launch with peak online conversation
  • Use teaser PR to gauge consumer demand and fuel future R&D decisions 

Campaign 🛀 Saltbomb
Brand 🏷️ Lush
Links earned 🔗 142
Campaign type 📰 Newjacking/product release
Global search volume 🔎 1.3K for “lush saltburn bath bomb”
Search growth (YoY) 📈 37K% for “lush saltburn bath bomb”

This is another great PR example of a brand capitalizing on a film, and waiting for post-event discussion to pick up before newsjacking.

Following a veerryy controversial bath scene in the film Saltburn, UK cosmetics retailer, Lush, jumped on the opportunity to insert their brand into a cultural moment.

In February 2024, three months after the film’s release, they released the “Saltbomb”, a special edition, Saltburn-themed bath bomb.

Parodying some of the film’s most risqué moments, Lush didn’t hold back with their product marketing.

A screenshot of Lush's Saltbomb product pageA screenshot of Lush's Saltbomb product page

And we loved it.

The campaign led to 135 links, many coming from high DR (Domain Rating) publications, driving real, tangible organic traffic – including Global News, New York Times, Pop Sugar, and BBC.

Ahrefs Backlinks report showing 135 press links for Lush's Saltbomb newsjacking PR campaignAhrefs Backlinks report showing 135 press links for Lush's Saltbomb newsjacking PR campaign

Press coverage actually went above and beyond this, because Lush’s products are part of a few publisher affiliate programs – but affiliate links are a little trickier to track.

Here’s an example of what I mean.

The site Allure wrote up a feature piece on the Lush bath bomb, but their affiliate link navigates to a third-party platform before redirecting to Lush’s product page.

A screenshot of an affiliate link from Allure to LushA screenshot of an affiliate link from Allure to Lush

For that reason, the link doesn’t show up in Ahrefs’ Backlinks Report.

Ahrefs Backlinks report showing zero links from Allure to LushAhrefs Backlinks report showing zero links from Allure to Lush

Instead, I found it by monitoring campaign-specific keywords in Content Explorer.

Ahrefs Content Explorer showing press coverage from Allure for Lush Saltburn Bath BombAhrefs Content Explorer showing press coverage from Allure for Lush Saltburn Bath Bomb

Beyond press and affiliate publicity, the Lush PR campaign was a winner on social media.

The photography and product descriptions made it perfect for meme-ification, which added thousands of views and impressions.

A landing page on TikTok for "Saltbomb Lush" with high view-count videos highlightedA landing page on TikTok for "Saltbomb Lush" with high view-count videos highlighted

It also won big in search, with global keyword volume reaching 1.3K…

Ahrefs Keywords Explorer showing 1.3K Global Search Volume for "Lush Saltburn Bath Bomb"Ahrefs Keywords Explorer showing 1.3K Global Search Volume for "Lush Saltburn Bath Bomb"

And the product landing page earned up to 800 monthly organic visits in its first month.

Organic traffic in Site Explorer for Lush's Saltbomb product pageOrganic traffic in Site Explorer for Lush's Saltbomb product page

Traffic has remained steady since, averaging between 500 – 600 monthly visits, despite the product having been archived – pretty good going for a bit of trendjacking.

Quick learnings

  • Scout for affiliate links – you won’t always know when a publisher plans to use an affiliate link, so searching for mentions of campaign keywords can help you find any affiliate coverage that has flown under the radar.
  • Think about how your brand and its tangential topics can tie into cultural moments. 

Campaign 👴🏻 Eclectic Grandpa
Brand 🏷️ Pinterest
Links earned 🔗 98
Campaign type 📑 Report
Global search volume 🔎 4.8K for “eclectic grandpa”
Search growth (YoY) 📈 215K% for “eclectic grandpa”

Every year, Pinterest taps into their internal platform search data to post their trend forecasts in what is known as “Pinterest Predicts”.

Posting on Pinterest For Business (the company’s commercial arm), they categorize related high-growth searches, and assign them novel trend names like “Eclectic grandpa”, “Bow stacking” or “Cafe core”.

A screenshot of Pinterest Predicts Eclectic Grandpa trend pageA screenshot of Pinterest Predicts Eclectic Grandpa trend page

I took a look at the Site Structure report, and found that Pinterest’s most linked trend was in fact the “Eclectic Grandpa” which – in Pinterest’s words – is all about:

“Embracing ‘grandpa core’ and bringing eccentric and expressive elements for the ages to wardrobes. Think retro streetwear, chic cardigans and customised clothing. Because the coastal grandma aesthetic is so last year.”

To date, the trend has earned citations from 98 separate domains.

Ahrefs Site Explorer screenshot of Pinterest Business showing 98 links for trend "Eclectic Grandpa"Ahrefs Site Explorer screenshot of Pinterest Business showing 98 links for trend "Eclectic Grandpa"

A look at the Backlinks report revealed coverage from Vogue, Elle, Who What Wear, New York Post, and Business Insider.

Ahrefs Backlinks report showing 121 press links for Pinterest's Eclectic Grandpa trendAhrefs Backlinks report showing 121 press links for Pinterest's Eclectic Grandpa trend

And it didn’t end there. The “Eclectic Grandpa” gets about a bit, cropping up 340 times in the articles I discovered via Content Explorer.

Ahrefs Content Explorer showing Eclectic Grandpa mentions in top press publicationsAhrefs Content Explorer showing Eclectic Grandpa mentions in top press publications

A considerable number of those DR 50+ mentions (150, to be precise) went unlinked based on Ahrefs’ Unlinked Mentions filter/export – links which could still be claimed by the Pinterest team.

Ahrefs Unlinked Mentions Export for Pinterest "Eclectic Grandpa" mentionsAhrefs Unlinked Mentions Export for Pinterest "Eclectic Grandpa" mentions

Given the far reaching coverage, searches for “Eclectic Grandpa” keywords have shot up in the last year, growing to 4.8K global search volume (GSV). 1727474178 642 9 Successful PR Campaign Examples According to the Data1727474178 642 9 Successful PR Campaign Examples According to the Data

By creating link magnet content, Pinterest has managed to drum up huge publicity – whether they pitched for it or not – making it a great example of a successful PR campaign.

Quick learnings

  • Mine company data to publish new, unseen trends and insights.
  • Come up with a unique name for self-discovered trends and/or theories so it’s easier to monitor uptake and keep track of press coverage.
  • Track mentions – not just links – and claim any unlinked mentions to enhance SEO and brand authority.

Real estate marketplace, Zillow, surveyed 1,815 homeowners and found that those with lower mortgage rates are twice as likely to stay put vs selling their home.

By creating firsthand research tackling an issue close to their audience’s heart, Zillow earned 235 backlinks from the likes of Bloomberg, Yahoo, FoxBusiness, and Money.com.

Ahrefs Backlinks report showing 235 press links for Zillow's Rate-locked Homeowners reportAhrefs Backlinks report showing 235 press links for Zillow's Rate-locked Homeowners report

Sites referenced the survey for multiple reasons; not just quoting one stat, but a whole variety, as evidenced in the anchor text of their backlinks.

Ahrefs Backlinks report showing anchor text variety for Zillow's Rate-locked Homeowners reportAhrefs Backlinks report showing anchor text variety for Zillow's Rate-locked Homeowners report

Quick learnings

  • Conduct your own surveys, asking questions which address a key problem in your industry, then quantitatively analyze the responses.
  • Tease out multiple hard hitting stats to drive more coverage and link variety.

Campaign 🔮👨‍💻 Future of Work
Brand 🏷️ LinkedIn
Links earned 🔗 383
Campaign type 📑 Report
Global search volume 🔎 300 for “LinkedIn report”

LinkedIn tends to keep their data under lock and key, but in their Future of Work report they released proprietary insights on the growth of AI conversations on the platform, plus the impact of AI on careers.

A great example of exclusive PR, LinkedIn’s report made a splash, landing 383 links in Forbes, Microsoft, Harvard Business Review, and CNET.

Ahrefs Backlinks report showing 383 press links for LinkedIn's Future of Work reportAhrefs Backlinks report showing 383 press links for LinkedIn's Future of Work report

Quick learnings

  • Think about what unseen or underground data you can harvest to generate exclusive research for your next PR campaign.
  • If you have internal data, analyze patterns and trends to carve out a totally unique angle..

Tip

Look at your internal site search data in GA4 (thanks to Mark Williams-Cook and Julius Fedorovicius for the tip!) or any other firsthand information at your disposal, to mine insights. 1727474181 615 9 Successful PR Campaign Examples According to the Data1727474181 615 9 Successful PR Campaign Examples According to the Data If you can’t make use of primary data, tap into third-party sources. PR expert, Matt Seabridge, routinely shares some great data sources and PR campaign examples on LinkedIn – I really recommend giving him a follow. 1727474181 397 9 Successful PR Campaign Examples According to the Data1727474181 397 9 Successful PR Campaign Examples According to the Data

Personal finance company, WalletHub, compared the 150 largest metropolitan statistical areas, or MSAs, across 11 key metrics.

Combining primary data with third-party sources like the U.S. Census Bureau, GreatSchools.org, and Yelp, WalletHub created an interactive study ranking the most and least educated cities in America.

A screenshot of WalletHub's Most and Least Educated Cities StudyA screenshot of WalletHub's Most and Least Educated Cities Study

This is an example of a PR campaign that doubles as great content marketing.

It snagged 604 unique backlinks from heavy hitters like Wikipedia, Forbes, Business Insider, Bloomberg, and Yahoo – as well as tons of state publications.

Ahrefs Backlinks report showing 604 press links for WalletHub's StudyAhrefs Backlinks report showing 604 press links for WalletHub's Study

Location based PR campaigns are an especially powerful form of PR, since they have both local and national appeal.

Here’s Tom Chivers, PR Expert and Founder of Sabot, explaining why localization really works for public relations campaigns – with a great additional point made by Co-Founder of Journo Finder, Veronica Fletcher.

Tom Chivers' LinkedIn post on the power of localized PR campaignsTom Chivers' LinkedIn post on the power of localized PR campaigns

Quick learnings

  • Use superlatives in headlines (e.g. “Most”, “Least”, “Best”).
  • Embrace ranking formats – comparisons make readers want to click to see how they size up.
  • Slice and dice your data by location to get your campaign syndicated in both national and local publications.

Campaign 🍩 “Go USA” and “Passport to Paris” doughnuts
Brand(s) 🏷️ Krispy Kreme
Links earned 🔗 95
Campaign type 📰 Newjacking/brand collab/product release
Global search volume 🔎 45K for “Olympics Krispy Kreme Doughnuts”
Search growth (YoY) 📈 4.4M% for “Olympics Krispy Kreme Doughnuts”

Krispy Kreme rode the wave of Olympic interest this year by developing two special edition doughnuts: “Go USA” and “Passport to Paris”.

As we’ve seen already, popular PR campaigns don’t always neatly track back to the sources you’d expect them to.

Krispy Kreme earned only 11 links to their USA doughnut press release, and 20 to their Paris doughnut launch announcement. Not exactly groundbreaking.

But when you filter for mentions of campaign keywords (e.g. “Go USA” and “Paris”) at the domain-level, you find a whole lot more coverage; 95 links, to be precise, from major publications like Yahoo, USA Today, People, and the Food Network.

Ahrefs Backlinks report showing 86 press links for Krispy Kreme's Olympic Doughnuts campaignAhrefs Backlinks report showing 86 press links for Krispy Kreme's Olympic Doughnuts campaign

The special edition doughnuts also drive a cool 45K monthly searches, according to the Matching Terms report in Keywords Explorer.

Ahrefs Matching Terms report showing 45K search volume for olympic krispy kreme doughnutsAhrefs Matching Terms report showing 45K search volume for olympic krispy kreme doughnuts

Quick learnings

  • Capitalize on high demand around recurring events.
  • For campaigns that can’t be neatly tracked (e.g. no specific landing page, or product page) pay closer attention to homepage or domain-level links through clever filtering.

Campaign 🍟👞 McDonald’s + Crocs Collaboration
Brand(s) 🏷️ Crocs + McDonald’s
Links earned 🔗 516
Campaign type 📰 Brand collab/product release
Global search volume 🔎 18K for “mcdonalds crocs”
Search growth (YoY) 📈 838% for “mcdonalds crocs”

This next PR example is a campaign of multiple parts. It began with a pair of McDonald’s themed Crocs, and has extended to a full blown footwear collection…

A screenshot of the crocs and mcdonald's product collection pageA screenshot of the crocs and mcdonald's product collection page

And a novelty product: McDonald’s happy meal mini-crocs keyring.

Press photo of McDonald's and Crocs happy meal toyPress photo of McDonald's and Crocs happy meal toy

The coordinated PR campaign has generated huge awareness for both brands, but tracking all the fragmented assets is no mean feat.

To get a better idea of overall brand awareness, I opted instead to search for co-citations at the domain level.

Searching in the Backlinks report, I applied filters for each brand name in the other’s backlink profile.

A side by side comparsion of press mentions for crocs and mcdonald'sA side by side comparsion of press mentions for crocs and mcdonald's

McDonald’s earned 260 links for “Crocs” related content, but Crocs was the real winner, landing 416 links for “McDonald’s” related press from media goliaths like Business Insider, Fast Company, and Entrepreneur.

From studying the campaign’s individual assets, I noticed something interesting: social posts have the ability to attract links.

Take for instance, this UGC post by Instagram food account, Snackolater. It landed 24 backlinks after sharing news of the happy meal mini-croc launch.

Ahrefs Backlinks report showing 24 press links for an instagram post on the mcdonalds and crocs collabAhrefs Backlinks report showing 24 press links for an instagram post on the mcdonalds and crocs collab

It had never occurred to me to track social media posts for links, but you can never tell how a journalist is going to reference your campaign, so it’s worthwhile setting up a backlink alert for all your assets just in case!

The growth of brand searches is a real testament to the success of a PR campaign, and this collaboration definitely delivers on that front.

Audiences are searching for relevant McDonald’s + Croc based keywords a total of 37K times a month on average, based on data in Keywords Explorer.

1727474190 432 9 Successful PR Campaign Examples According to the Data1727474190 432 9 Successful PR Campaign Examples According to the Data

Quick learnings

  • Sometimes, the “side” brand in a collaboration can snag more links. Keep that in mind for your next PR partnership.
  • With two brands there are double the assets to track, including product pages, press releases, landing pages, and various social posts – make sure you have purview over the performance of all moving parts to track public relations campaigns holistically.
  • Don’t forget to report on social posts, not just for impressions/engagement but for links.

Campaign ❎🍑 Do your lesson, no buts
Brand(s) 🏷️ Duo Lingo
Links earned 🔗 130
Campaign type 📽️ Advert
Global search volume 🔎 250 for “Duolingo commercial”
Search growth (YoY) 📈 376% for “Duolingo commercial”

Duolingo leaned into their weird yet wonderful brand of marketing with a hilarious superbowl ad featuring Duo, the brand’s menacing owl character.

In 5 (wild) seconds, we witness the explosion of Duo’s butt, and the growth of a mini Duo in its place, accompanied by a reminder to do our Duo Lingo lesson.

The ad creative was repurposed from a widget design that went semi-viral – Duo Lingo knew it worked, so they built on it.

And in a stroke of coordinated PR genius, they simultaneously sent out a push-notification to app users as soon as the ad went live.

A photo of a Duo Lingo reminderA photo of a Duo Lingo reminder

 

“We decided to pair the ad with a coordinated push notification, which would hit learners’ phones right after the commercial aired, reinforcing the idea that Duo is always watching 👀.”

The YouTube commercial has earned 5M views and 130 links from Gizmodo, Lifehacker, and Indy100.

Ahrefs Backlinks report showing 118 press links for Duo Lingo's Superbowl AdvertAhrefs Backlinks report showing 118 press links for Duo Lingo's Superbowl Advert

Plus 24M plays on TikTok.

Screenshot of duolingos no buts PR campaign views on TikTokScreenshot of duolingos no buts PR campaign views on TikTok

The Duolingo team have written up a seriously funny play-by-play of the PR campaign here – they talk about everything from the lengths they went to to get the right “shine” on Duo’s buttocks, to carefully selecting the perfect fart sound effect. I recommend reading it, for a giggle if nothing else.

Quick learnings

  • Upcycle owned content that has worked well in the past for your next PR campaign.
  • Try a mixed-message approach to really drive the point of your campaign home.

How I found these PR campaign examples (and you can too)

I spent a lot of time:

There were so many awesome examples of PR, but I narrowed it down to the ones that drove either press mentions, links, search volume, traffic, or all of the above.

Final thoughts

The best PR campaigns aren’t just about links. They’re about creating conversations, driving awareness, and making a lasting impact on your audience.

Here’s a quick recap of some of the top takeaways:

  • Time it right: Launch your campaigns when conversations peak
  • Tap into unique data: Use exclusive insights to stand out
  • Track holistically: Monitor links, mentions, searches, and social
  • Rank and compare: Engage multiple audience “tribes” through rankings
  • Take a local angle: Analyze multiple locations to win more press
  • Collaborate creatively: Brand partnerships can amplify your reach
  • Repurpose winners: Turn successful content into new campaigns

Success is predicated on a campaign meeting its goal(s), and while we don’t know exactly what these brands set out to achieve, their campaigns have enjoyed results that most of us would be pretty happy with.

Hopefully they’ve given you some inspiration for your next project.

 



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