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Is it logical to produce content with AI? My honest answer as a content agency

NNeşe A***Member
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Content agency
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early-stage startup
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106
#1

I run a content agency and get this question a few times a week. Let me answer step by step, because just saying "yes" or "no" would be misleading.

First, let's understand what changed. The cost of generating text has dropped to almost zero. This means the value of the generated text has also dropped. Abundance doesn't equal value.

The conclusion here is: the kind of content AI easily produces is no longer a competitive advantage. If everyone can produce it, it can't be what sets you apart.

So is it useless? No, it helps, but in different areas. We've seen real benefits in these three uses:

Drafting. It beats blank page syndrome and builds structure. Then a human writes on top of it.

Editing existing text. Shortening long sentences, generating headline alternatives, catching inconsistencies.

Speeding up research — but verification is a must. We don't use any information without confirming it from the source.

Where it clearly doesn't work is experience-based content. If AI is making up sentences like "Here's what we experienced while doing this job," that text is a lie and readers can tell.

EEbru Y***Expert
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Content strategist
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186
Most Helpful#2

Agreed, let me also explain how we differentiate in practice, because just telling the team "use it carefully" isn't enough.

We split content into two types. Type one: content that organizes known information. Definitions, process explanations, comparison tables. Here AI speeds up the draft, an editor verifies it, and we publish.

Second type: content only we can know. Client cases, mistakes we've made, our own metrics, industry observations. Here AI only steps in during the editing phase, never during creation.

We realized this: the first type brings traffic, the second brings customers. If you put the same effort into both, you're wasting it in the wrong place.

We also set an editorial rule: every number, date, and name in the text is checked against its source. I wouldn't recommend anyone produce AI-assisted content without this rule.

PPınarExpert
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198

Doki · Mobile app · 2025

#3

One question: when you say "brings traffic," what exactly did you measure?

The reason I'm asking is this: over the past year, click-through rates for informational content have dropped on many sites because the answer is shown directly on the search results page. You might not get clicks even if your ranking stays the same.

So the statement "the first type brings traffic" might not be as true as it was three years ago. Have you had a chance to look at how your own click-through rate has changed over time?

NNeşe A***Member
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Content agency
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early-stage startup
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#4

Great question, I'll be honest: we looked into it and saw a trend in the direction you mentioned.

Our click-through rate dropped noticeably for searches asking for short definitions. On the other hand, we didn't see a drop in decision-stage searches like "how to," "which is better," or "when is it needed."

This changed our content plan: we no longer make definition content separate pages, we put them as sections within decision content. This way we answer the question and create a page that deserves the click.

So your objection is valid and we hit the same wall. I should have mentioned this distinction when writing the post.

TTuğçeNew member
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Content creator
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family business
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Doki · KVKK compliance consulting · 2024

#5

i'm a content creator and honestly this topic stresses me out because suddenly everyone's an expert and everywhere is flooded with the same posts!

but i noticed something, do you know which content my followers react to the most? the ones where i talk about my mistakes. videos where i say i didn't like a product get more views than ones where i praise it.

anyway, what i mean is: a machine can't make mistakes for me. so i'll keep talking about my mistakes.

HHilalMember
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Translator
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#6

As a translator, let me look at this from my field, we went through a similar process.

When machine translation arrived, the same debate happened in our industry. The result was this: translation of high-volume and standard texts largely moved to machines, with humans remaining as editors. Rates dropped in that segment.

But these areas stayed with humans: legal texts, marketing texts, anything requiring cultural adaptation. Because the cost of error is high here and the correct version requires context.

I think the same will happen for content. If the cost of error is low, a machine is enough. If the cost of error is high, you need a human to take responsibility.

Let me add a warning too: the most expensive jobs in translation turned out to be fixing machine translations. It takes longer than writing from scratch because hunting for errors is more exhausting than writing.

SSinanMember
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Doki · E-commerce infrastructure · 2025

#7

Let me share a distinction I teach my students as an educator, it's useful.

Can you verify the accuracy of the generated text? If yes, use it, because you'll catch errors. If no, don't use it, because you'll publish errors.

a beginner can't spot errors in text generated on a topic they don't know. so the expert benefits the most while the novice gets hurt the most. same tool, different outcome.

HHakan Y***Member
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#8

My questions are cleared up, thanks.

GGökhan Ç***Member
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#9

thanks, this was very helpful.

KKemal S***Member
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#10

You're right. If it's your first time, start small; scaling comes later.

If you post the result here, it will help others too.

BBekirNew member
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#11

Timely topic.

EEsra U***MemberCommunity member
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#12

Good call starting this thread.

NNazlı P***Veteran
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#13

Thanks for writing this, thats the right way. honestly if you get three different answers on a topic the question was asked wrong.

If you have questions write them; I'll answer as best I can.

KKader A***Member
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Doki · KVKK compliance consulting · 2025

#14

great work.

CCaner A***Member
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#15

Same here. The harder it is to reverse a decision the slower you should make it.

ÖÖmer S***Member
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#16

The discussion got scattered, let me summarize. The harder it is to reverse a decision, the slower you should make it.

The harder it is to reverse a decision, the slower you should make it.

AAyşe A***New member
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Doki · Incident response support · 2025

#17

Thanks, that was the answer I was looking for.

MMurat B***New member
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#18

I agree with this. Internal linking is the cheapest and most neglected task.

Good luck with that.

SSerkan S***MemberCommunity member
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#19

This is exactly what we experienced. A competitor's ranking might come from years of accumulation, not just their content.

Map listings bring more business than blog posts for most local businesses.

TTaner B***MemberCommunity member
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#20

I have no experience with content, so I'm asking. Trying to do this alone is the most expensive way.

Processes without records never improve, because you don't know what to fix.

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