Machined V3 - Publish 30 interlinked articles in 30 minutes
SEO is changing - generic-sounding content doesn’t rank any more. Machined writes structured bulk content in your authentic voice, using your unique insights. Go from one topic idea to 30 ready-to-rank articles in minutes.
Your voice, your insights - at scale
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Machined AI - SEO at scale
Hey Product Hunt! 👋
We're Fedja & Taiba, the husband-and-wife team behind Machined, and we're excited to ship V3 to you today.
Why we built it
Everybody knows SEO is important, blog content is the key to being discovered on search engines and LLMs - but it gets messy.
SEO is a maze: Keyword research, domain ratings, backlinks, myriad tools, headaches
Most people "spray & pray": Random keywords → random posts → no topical structure - Google and ChatGPT never see true topical expertise, if content ranks it's mostly accidental
Writing is still slow, even with AI: Writing one article at a time, with endless prompt tweaks and editing still takes ages - plus internal linking is still manual.
Generic AI content floods the web: Generic output blends into thousands of look‑alikes; real authority needs deeper, personalized, connected coverage of the core topics that matter.
This is all too much, we need a way to stop focusing on random keywords, a way to easily create structured content, a way to automatically interlink it all, and a way to stand out from the crowd with real personalization.
We built Machined because content creation should be fast, strategic and scalable, while still sounding like you.
Machined V3 in a nutshell
The premise is simple - create structured bulk content that's relevant and ranks.
Machined lets you focus on "topics", the real things that real people care about - while our agents get to work on research, writing, optimizing and linking. If you wish, you can write in your own brand voice and add your own insights too - so no more generic slop.
With Machined, you can take one topic idea and create a month of content, in a few minutes.
Here's how it works:
Drop a topic and audience → our research agent goes deep to create a structured content cluster
Review the content plan → select your voice, add your insights and tweak the settings
Hit "Write now" → fully researched drafts arrive in minutes, with links and citations in place
Polish & publish → in-app editor for light edits, one‑click publish to your website
Repeat for every topic that matters to you, over time
The result: your website starts to build deep topical authority and evergreen traffic starts to flow.
Two killer new features to try:
Brand Voices - drop in sample content → get a reusable style guide (works in ChatGPT too)
Custom Briefs - tell the agent exactly what to cover → each article has your angle and depth
Machined is a bring-your-own-key platform, so you can scale your content at the base cost of the AI tokens that you use, no massive markups - but don't worry we'll give you some credits to try it out ;)
We’d love your feedback
Kick the tyres, tell us what works (or doesn’t), and ask me anything below, we're here all day!
Ploito
Really interesting concept — congrats on the launch!
How does Machined handle keyword overlap between clusters to avoid cannibalization?
Machined AI - SEO at scale
@anna_kasumova that's a great question!
Machined does its best to take care of cannibalization within clusters, cross-cluster linking is in the works and will include these checks🙌! The best approach for now is a bit of human-level oversight 👀 to make sure your content doesn't overlap too much.
Let us know if you need any guidance on that, we're always available on the in-app chat
PopPop AI Vocal Remover
Do you offer any trial use? I really like the concept of Machined V3 and would like to try it.
Machined AI - SEO at scale
@charlenechen_123 Yes, we have a free plan, you get 5 totally free articles to try it out! If you like it, the free plan let's you create 10 articles every month using your own api key...
Paddle
Hey PH fam 👋
Super excited to bring Machined V3 to the wider tech & startup community today! 🚀
As someone who's been in the trenches of content marketing, I know the struggle is REAL.
You know SEO matters. You know you need consistent blog content. But the reality? Most of us are stuck in this endless cycle of:
→ Researching random keywords (that may or may not work)
→ Writing one article at a time (painfully slow)
→ Publishing with zero strategy (spray & pray mode)
→ Getting lost in the sea of generic AI content 😵💫
Enter Machined V3 - and this is where it gets interesting.
What blew my mind about this tool is how it flips the script entirely. Instead of chasing random keywords, you focus on topics (you know, the stuff people actually care about). Then their AI agents do the heavy lifting - research, writing, optimization, internal linking - the whole nine yards.
But here's the kicker: it's not generic robot content. The Brand Voices feature lets you drop in your existing content and creates a reusable style guide. So everything sounds like YOU, not ChatGPT's boring cousin 🤖
The workflow is chef's kiss:
✨ Drop a topic → get a structured content cluster
✨ Add your insights & voice → hit "Write now"
✨ Get fully researched drafts in minutes
✨ One-click publish to your site
I'm particularly excited about the bring-your-own-key approach. No crazy markups, just pay for the AI tokens you actually use. Finally, a tool that doesn't break the bank while you scale 💰
Built by @fedjabosnic and @taibabosnic - a husband-wife team who clearly understand the content creation struggle. Major respect for tackling such a messy problem with this level of thoughtfulness 🙌
If you've ever felt overwhelmed by SEO or wanted to build real topical authority without the headache, this is worth checking out.
The team is here all day to answer questions - don't be shy!
What's your biggest content creation pain point? Drop it below ⬇️
Hi, Fedja and Taiba. Congrats on the launch!
Machined AI - SEO at scale
@maksym_skrypka Thanks, appreciate it - you too!
OWOX BI
Oh, that's great
Machined AI - SEO at scale
@ievgen_krasovytskyi1 Appreciate it - give it a try for free , let us know what you think ;)
Linkinize
This feels like a real game-changer for content-heavy products or personal brands trying to scale SEO without sounding like AI fluff. Love the focus on using the creator’s own voice and insights — that’s exactly what Google rewards nowadays. Congrats on the launch 🚀
Machined AI - SEO at scale
@naderikladious thanks for the support - you're spot on, generic content isn't doing it any more, personal voice and insights are key now
Will posting in bulk, especially with AI generated, there's always the fear of being penalized on search engines. How do I use Machined to work faster but not sacrifice quality?
Machined AI - SEO at scale
@lienchueh the usual advice I give is to try to be reasonable.
For question around bulk. If your site is new or small, start small - publish a small cluster a week, then ramp up. Larger sites can obviously do a lot more, just be careful to always ramp up, don't just go big.
AI content isn't penalized solely for being AI, usually its because it is low quality in nature, or because it doesn't add value - but this is actually what drove us to build Machined V3. When everyone is using AI tools to write content, there is only so much variance that the underlying models have, content starts to sound the same, how would Google decide which of the 10k AI generated articles to rank on P1?
With Machined, you get:
(1) a super detailed style guide to make your content physically different
(2) content that is based on your ideas and insights, so it actually has nuance
I hope that helps - always happy to have these discussions, join our Discord if you wanna continue :)
Clueso
This looks awesome! Congrats on the launch!
Great to see the demo video created with @Clueso !
Machined AI - SEO at scale
@neel_balar thanks Neel - you guys saved me on the demo front for real!
AI Tools Directory
Machined AI - SEO at scale
@dessignnet Thank you, much appreciated! Pricing is a key consideration for us, creating content at scale gets expensive if you have to pay markup for usage, so we settled on bring-your-own-key to make it feasible for everyone
seefood
MACHINED IS GOATEDDDDDDD
Machined AI - SEO at scale
@lewisbuildsai SO ARE YOOUUUUUU
Congrats on the launch & excited to test it! I'm comparing different AI tools for SEO/Articles planning & generation. What would you say differentiate you against Jasper or Writesonic?
Machined AI - SEO at scale
@luigi_receiptorai thanks! Machined is more than just an AI writer, it goes beyond simply writing articles. We’re focused on helping our users establish topical authority, for building genuine long-term traffic.
Give it a try and let us know how it compares, curious to hear a direct comparison!
This is super sharp turning one idea into 30 interlinked, optimized articles in minutes feels like the kind of scalable storytelling every content team dreams of.
I’m really curious about one thing:
How does Machined handle evolving search intent over time?
Let’s say a topic's search pattern shifts does the content engine flag older clusters that need updating or re-optimizing? Could be powerful for maintaining topical freshness and staying ahead in SERPs & AI summaries.
Machined AI - SEO at scale
@suvam_deo thats a great question - we recommend you rewrite content every once in a while, and the same advice applies for content that's in a content cluster.
Here's a tip: to rank in AI summaries, you can use a custom brief to ask the agent to "include the answer to the main search intent" in the first paragraph/section - that often helps
@fedjabosnic That's Great!
Having everything interlinked automatically sounds like a big win for boosting site authority.
Really interesting tool! Curious what your team thinks about the future/intersection between search / SEO and the internet at large - I know - not a super product focused Q but I would love to hear about how the team feels about the future of SEO and what the future of SEO looks like!
Machined AI - SEO at scale
@dzaitzow we think the need for SEO focused content will continue to grow! Even with the rise of AI overviews and people moving more to AI chat models, the need to be discovered by people to build topical authority with optimized and searchable content will remain. The one thing that has changed though, is that everyone is using AI to generate content and its all starting to look same-same, so there is now a greater need for generating personalized content with unique insights and viewpoints.
This is why we built V3, to help people create stand-out content, while still benefiting from the time-saving of using AI.
@fedjabosnic Really interesting - I too think that personal IP is going to be the differentiator with the coming (and current) wave of PURE AI content. The M dash tidal wave I call it haha
Looks pretty cool, I am looking forward to checking it out. Congrats on the launch!
I’ve tried a few tools that promise bulk content, but most end up sounding flat. What I like here is the focus on voice and structure. I’m someone who cares about tone, so anything that helps keep content sounding like me, without sacrificing volume, is a win.
Tried it today out of curiosity and I’m kind of impressed. I’ve been struggling with building topical depth and this handled the structure better than I expected. There’s something about being able to work with one topic and get a full month’s content that really changes how I want to approach my editorial calendar.
This is what AI content should be: thoughtful, on-brand, and strategically interlinked. Feels like Machined V3 really understood the SEO/content creator gap and actually closed it.
Se ve muy interesante