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Data-Backed Headline Generator: Built on 2,245 Earned-Media Campaigns

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By Kelsey Libert

Cofounder

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5 min read

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Published Sep 15, 2026

Data-Backed Headline Generator: Built on 2,245 Earned-Media Campaigns

Table of Contents

Key Takeaways

  • This generator is trained on coverage, not clicks. It’s built on 2,245 Fractl campaigns scored by the links each title earned, so it favors headlines that win press pickups rather than social shares.
  • Superlatives are the most reliable improvement. Titles using “best,” “most,” or “top” averaged 92.7 links against 55.1 without, and they’re the only pattern that also raises the median.
  • Questions slightly underperform statements. Interrogative titles earned 57.0 links on average against 60.2 for statements, so lead with a claim.

A headline that earned coverage in The New York Times follows different patterns than one that performs on Facebook; one is written to earn a reporter’s link, the other to win a click. This generator is built on the former.

Most free AI headline generators optimize for clicks or social shares; this one is trained on earned media, the press pickups and backlinks a story actually earns. We scored the titles of 2,245 completed Fractl campaigns against the links each one earned, then pulled out the patterns that correlate with more coverage. The tool below turns those patterns into headline suggestions for your topic, or scores a headline you’ve already written.

We scored each headline pattern across 2,245 campaigns. A few clearly move coverage; most of the popular advice doesn’t hold up.

Headline patternNo. of campaigns studiedAverage links (vs. without pattern)Typical/median (vs. without pattern) Takeaway
Superlative (e.g., “The Best States for Remote Work”)27192.7 vs. 55.112 vs. 11The one pattern that lifts both the average and the typical result. Lead with it.
Colon subtitle (e.g., “Remote Work: The New Rules”)55078.5 vs. 53.59 vs. 12A high average driven by viral hits; the typical title with a colon earns fewer links.
Contains a number (e.g., “10 Trends Reshaping Remote Work”)21664.1 vs. 59.110 vs. 11Roughly even with the baseline once outliers are set aside.
Question (e.g., “Is Remote Work Here To Stay?”)39757.0 vs. 60.29 vs. 12Slightly behind statements on both measures.
Starts with “How” (e.g., “How Remote Work Reshaped Cities”)6861.3 vs. 59.68 vs. 11The average holds, but the typical how-to runs lower than a plain statement.

The average can be inflated by a few viral campaigns, so the median (the typical result) is the more useful number.

Superlatives are the only pattern that reliably boosts campaign coverage. Colon subtitles and numbers can pay off, but they only win on a few standout stories rather than a higher baseline, and plain statements do better than questions.

Not Just Clickbait

Clickbait is tuned to win the click, and it often promises more than the page delivers. An earned-media headline has a harder job than feed-optimized headline writing: it has to convince a journalist the story is worth covering and linking to. It still helps well beyond a pitch, though:

, Data-Backed Headline Generator: Built on 2,245 Earned-Media Campaigns

PR and earned media

Campaign titles and pitch angles aimed at earning coverage, the use case the underlying data comes from.
, Data-Backed Headline Generator: Built on 2,245 Earned-Media Campaigns

Content marketing

Blog and landing page headlines that fit your content strategy, whatever the content type.
, Data-Backed Headline Generator: Built on 2,245 Earned-Media Campaigns

Ad and social copy

A starting point for ad copy, a Google Ad headline, or hooks you can A/B test for click-through rates.

Marketers, copywriters, bloggers, advertisers, and content creators can all use our headline generator the same way: generate a batch of options, keep the ones that fit your tone of voice and target keywords, and rewrite from there. When writer’s block hits and nothing sounds right, a batch of headline suggestions and creative titles gives you something to react to when you’re naming a blog post, an essay, or a presentation. The patterns steer you toward SEO-friendly titles that still read like something a person would actually share.

A strong title gets a pitch opened, but the story behind it still has to be worth covering, and that’s the part we obsess over at Fractl. The generator gives you a data-backed starting point; the research, angle, and outreach are what turn it into links.

Ready to earn the coverage these headlines are written for? Reach out to Fractl to partner with our Digital PR team.

What is a headline generator?

A headline generator is a title maker that suggests headline options for a topic you enter, so you can compare angles quickly instead of staring at a blank page. Most work as a blog title generator or ad tool; this one adds earned-media data, ranking patterns by the coverage they tend to earn.

How is this different from a free AI headline generator?

A typical free AI headline generator uses artificial intelligence trained on the open web to predict catchy headlines. This tool is grounded in 2,245 Fractl campaigns scored by links earned, so its suggestions reflect what actually draws press coverage rather than a model’s guess at engaging headlines.

What makes a headline earn media coverage?

In our data, a superlative (“best,” “most,” “top”) is the strongest signal, lifting both the average and the typical number of links. A clear, specific claim tends to outperform a question, and no phrasing trick beats a genuinely newsworthy story.

Are questions or statements better headlines?

For earned media, statements have a slight edge: interrogative titles earned 57.0 links on average against 60.2 for statements, and their median was lower too. A question can still work, but lead with a claim when you want coverage.

Can I use it for ads, blogs, and social posts?

Yes. The suggestions work as catchy, SEO-optimized headlines for a blog, a Google Ad headline, or a social hook, and you can A/B test the ones you like to see which lift conversions. Just remember the underlying data measures press coverage, so treat click-through performance as a separate test.

Avatar of Kelsey Libert

Kelsey Libert

Cofounder

Kelsey Libert is a cofounder of Fractl, a top-ranked content marketing and digital PR agency recognized on "Clutch’s Leaders Matrix" among 30,000+ firms. She has helped lead 5,000+ campaigns for brands including Adobe, Discover, and Paychex, earning coverage in The New York Times, USA Today, Vice, CNET, and other top publishers. Her industry research has appeared in Harvard Business Review, Search Engine Land, and Inc., and she has spoken at MozCon, Pubcon, SMX Advanced, and BrightonSEO.