Devstars
Blog
Date: 02/05/2026
Stuart Watkins(Yes, our article about TLDRs has a TLDR. We don’t make the rules. We sort of make suggestions.)
41% of AI citations come from the first third of an article. If your opening doesn’t directly answer the question, you’re invisible to ChatGPT, Perplexity, and Google’s AI Overviews. The fix is straightforward. Add a TLDR or “In short” summary to the top of your best-performing pages. That’s it. That’s the play.

I studied print and typographic design at Berkshire College of Art and Design back in the day. We had a journalism module as part of it, and they taught us how journalists wrote in a pyramid structure. Headline told you most of what you needed to know. First sentence summarised it. The article gradually expanded from there.
The point being, if you were busy, you could pick up the paper, read the first bit, and you’d get most of the news. Bit more time? Read the whole thing. Get the depth.
Anyway, over the last 10, 15 years that pyramid’s been turned upside down. We now start off with a question or clickbait as it’s commonly called. Then you scroll through ads, more scrolling, more scrolling, eventually finding the answer at the bottom. If there even is one.
Frustrating for humans. Even more frustrating for AI agents.
The latest figures show 41% of AI citations come from the first third of an article. Not the middle. Not the bottom. The first third.
The thing is, AI agents don’t scroll. They don’t have the patience to wade through your introduction about how “in today’s fast-paced digital landscape.” They want the answer. If your opening doesn’t give it to them, they move on to the site that does.
So the model’s flipping back to how it used to be. Pyramid structure. Answer first. Detail second.
Look at your analytics. Find the articles bringing the most traffic in. Those are the ones that already have momentum with Google. The job now is making sure they’ve also got momentum with AI engines.
Two ways to do this:
Honestly, option two is the quick win. You don’t need to rewrite anything. You just bolt a summary on the front. Takes 10 minutes per article.
There’s a lot you can do for GEO. Schema markup. Entity authority. Author bios. Outbound citations to credible sources. All of it matters.
But this one’s high impact, low effort. Which is rare. And it serves humans too. Someone landing on your page from Google still gets value, faster.
That’s it. No new content needed. No technical setup. Just a small structural change to assets you already own.
We’re doing this across our own content at Devstars and rolling it into the GEO audits we run for clients. Early days, but the citation bumps we’re seeing are pretty encouraging.
The thing is, even a simple job gets tedious at scale. If you’ve got 50 articles worth attention, that’s a few days of someone’s time you probably haven’t got.
We’ve built AI agents that handle this end to end. They pull your top-performing articles from Search Console, identify the ones that’ll benefit most, draft the TLDR summaries in your tone of voice, and push them live through your CMS. Human review at the start and the end. Agents do the slog in the middle.
It’s the 10-80-10 model in action. You set the direction. The agents do the work. We polish and approve.
TLDR isn’t lazy writing. It’s the journalism your grandparents read, brought back because AI agents read the same way busy commuters used to. Give them the answer first. They’ll cite you for it.
Want a quick GEO audit of your top-performing pages? Get in touch and we’ll show you what’s possible.
Tell me what you’re trying to fix. Half an hour, no pitch, no slide deck.
If we’re the right fit we’ll talk about what’s next. If we’re not, I’ll point you to someone who is.