Ahrefs set a bold challenge: use AI to handle product updates content—blog, video script, and newsletter—and get it 80% publish-ready. The pitch was simple. Save time without lowering standards. I watched the test unfold, and here’s my take: AI can speed things up, but without product insight, it stumbles. Human marketers still own the message.
The Core Argument
AI can draft fast, but it can’t think like a seasoned marketer who knows the product, the users, and the brand. The team built custom instructions, fed a year of posts and scripts, and iterated. The first drafts looked decent. But as the CMO Tim read, and as Andre and Rebecca weighed in, cracks formed.
“AI content is not original in any way.”
Tim didn’t mince words. He called out awkward phrasing and muddled focus.
“Right away, it feels AI.”
I’ve shipped content at scale since the dial-up era. I love speed. But this is where the line gets drawn. The bot mimicked format and tone at times. It still missed intent. It didn’t know what mattered to an Ahrefs user logging in with a problem to solve.
What Worked—and What Failed
Let’s be fair. The team did the real work of wrangling data, building prompts, and testing. They learned fast. They scored some wins, too.
- Blog drafts came together after style tweaks and examples.
- Re-uploading the finished doc to guide the video script fixed memory drift.
- A structured newsletter template made output more stable.
- Time savings were huge: about a week of work cut to minutes.
But output quality didn’t hold. The more instructions piled on, the more brittle things got. The bot lost key details, changed formatting, and slipped into odd language choices. Even when it sounded slick, it lacked product sense.
“It doesn’t feel like the person knows the product well.”
That line from Tim hit home. You can coach a model to mimic rhythm. You can’t shortcut lived knowledge. The tool didn’t use Ahrefs day to day. It repeated what it was told, without the judgement calls a marketer makes in context.
The Voice and the Goal
Tim’s bigger point wasn’t about detection. It was about purpose.
“It’s not about them being able to tell, it’s about us being able to communicate what we want to communicate.”
That’s the job. A good update explains the change, the “why,” and the action users should take—clearly, and without fluff. The first AI blog felt “convoluted.” The second draft improved after feedback from Andre (“Explain me like I’m five,” “use examples”), but the ceiling was still low. The video test told the same story: clean format, weak understanding.
“Right now I feel it’s like 60% good. I wouldn’t even give it 70.”
Tim could ship at “80–90.” The bot didn’t get there on its own.
Counterpoints—and My Playbook
The time savings are real. That matters at scale. But speed can’t replace clarity. A wrong or vague message costs trust. In crypto, in SEO, in any product-led business, that cost is high.
So here’s how I’d use AI with a team like Ahrefs—practical, safe, and fast.
- Lock a style guide with “do say/don’t say” phrases and examples.
- Create evergreen product briefs with user pain, use cases, and screenshots.
- Use AI for draft structure, summaries, and rewrite passes, not final claims.
- Feed it approved copy blocks for common features to avoid drift.
- Build checklists: clarity, accuracy, benefit-first, example included, CTA present.
- Set a human review step for every artifact—no exceptions.
These steps make the machine a speed boost, not a loose cannon.
The Real Lesson
AI doesn’t hold a goal. Marketers do. The bot was helpful at formatting and rephrasing. It failed at picking the right angle and translating features into user wins in Ahrefs’ voice. That gap is the job.
I’m not here to dunk on the tech. I use it daily. But I won’t let it speak for me without oversight. Neither should you. Ahrefs proved the point in public. The drafts got close, then fell short where it mattered most: intent, precision, and product sense.
“If we can push it to like 80–90, then I would be comfortable shipping it.”
That’s the bar. Keep it.
Final Thought
AI won’t replace Ahrefs’ marketers. It will amplify them—if they run the process. Use templates. Codify voice. Feed real examples. Let humans choose the message. Then press publish with confidence.
My call to action: retool your workflow this week. Pick one recurring asset. Build a tight prompt, a locked template, and a human checklist. Ship faster, keep standards high, and let the bots carry the load—not the judgment.
