Machined is the fastest way to publish topical-authority clusters — and the slowest way to actually rank them. Based on product docs, public reviews, and hands-on product exploration.
Buy Machined if you are an SEO testing topical-authority theory at scale and you have a writer who can polish each piece. The cluster engine and auto-interlinking are genuinely well-built. Skip Machined if you expect publish-ready output — the real cost once you add editing labour lands at $1,549–$3,049/mo. theStacc handles cluster planning, SERP optimisation, human editing, and publishing from $99/mo.
This review was written and published by theStacc, a competing product. We have a commercial interest as an alternative. Every feature claim and price was verified against Machined's public pricing page as of Q2 2026.
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theStacc vs Machined — where we are honestly better (and worse)
We wrote this review. We compete. Read the comparison first so you can weigh everything that follows.
| Feature | Machined | theStacc |
|---|---|---|
| Starting price | $49/mo (Launch) | $99/mo |
| Automated cluster generation | Best-in-class | Cluster planning included |
| Auto internal linking | Yes — strongest feature | Yes, contextual |
| Content quality (publish-ready) | Generic AI — needs editing | Human-edited every article |
| SERP-based optimisation | No scoring | Surfer-grade built in |
| Auto-publishes | WordPress · Webflow | WP · Webflow · Ghost |
| Google Business Profile posts | Not included | 30 GBP posts/mo |
| Social posts (IG, LI, X, FB) | Not included | 30 posts/mo |
| Real monthly cost (tool + editing + ops) | $1,549–$3,049 | $99 flat |
Where Machined wins: raw publishing speed and cluster architecture. Where theStacc wins: articles that actually rank without you editing each one.
What is Machined?
Machined is an AI-powered SEO platform built around one core function: automated content clusters — groups of interlinked articles organised around central pillar topics. It serves 11,380+ users and was built by Sibu Ventures Ltd (UK) as a Paddle Launchpad partner.
The product does five things:
- Keyword discovery — surfaces hundreds of related terms from one seed
- Cluster mapping — groups keywords into pillar + supporting topics
- Cluster generation — drafts 30+ interlinked articles in one batch
- Auto interlinking — contextual links between every article in the cluster
- CMS publishing — pushes everything to WordPress or Webflow
What Machined is not: a quality bar, a SERP-optimisation tool, or a human editor. It produces volume and structure. Rankings still depend on what you do after.
Machined features — the full 2026 walkthrough
1. Cluster engine — the headline feature
Enter a single seed keyword. Machined returns a complete cluster map: one pillar topic and 25–40 supporting articles organised by semantic relationship. The mapping logic is genuinely well-designed and saves the 4–6 hours of manual cluster planning most teams do in spreadsheets.
2. Bulk article generation
Once you approve the cluster, Machined drafts every article in one job. Output is 800–1,500 words per article, with headings, intros, and contextual internal links pre-built. Generation typically completes in 60–120 minutes for a 30-article cluster.
3. Auto internal linking
This is where Machined genuinely shines. Every article ships with contextual links to other articles in the cluster, based on semantic relevance. The link structure follows pillar+spoke best practices — every supporting article points back to the pillar, and pillar links out to clusters of supporting pages.
4. CMS publishing
Direct push to WordPress and Webflow. The integration handles posts, categories, slugs, and the internal-link structure. Featured images are not generated — you add those manually or via a plugin.
5. Bulk regeneration + edits
If a generation run feels off, you can regenerate sections or whole articles. Useful, but burns credits fast.
Machined pricing — what it really costs in 2026
| Plan | Monthly | Annual / mo | Articles | Best for |
|---|---|---|---|---|
| Launch | $59 | $49 | ~30 / mo | Solo operators testing clusters |
| Pro | $119 | $99 | ~80 / mo | Small SEO agencies |
| Agency | $249 | $199 | ~200 / mo | Multi-client publishers |
3-day free trial, no credit card. Annual billing saves roughly 17%. Featured images, schema markup, and editorial review are all on you.
The real monthly cost most reviews skip
The true monthly cost of running Machined at 30 articles/mo
The $49 sticker rarely matches the real number.
Want clusters that actually rank? Let's see if your site qualifies.
Sign up for free →Tired of editing AI cluster output?
theStacc combines cluster planning with human editors and SERP-based optimisation. Articles ship publish-ready — no 30-minute cleanup per piece.
Pros and cons after 30 days
✓ What Machined gets right
- Cluster engine genuinely saves hours of manual mapping
- Auto internal linking is best-in-class
- Direct WordPress and Webflow publishing works cleanly
- 30+ articles in under 2 hours from a single seed keyword
- $49/mo entry price is competitive for the volume
- 3-day free trial, no card required
- Topical-authority structure is correctly designed
✗ Where Machined hurts
- Content reads as generic AI prose — needs editing
- No SERP-based scoring against top-10 results
- No human editor in the loop
- No local SEO, no GBP, no social features
- Featured images and schema must be added manually
- Regeneration burns credits quickly
- Unedited clusters rarely break into the top 30
- Limited tone control vs Jasper-tier writers
Skip the editing queue. Start with publish-ready clusters.
theStacc plans, writes, optimises, and publishes 30 SEO articles per month to your CMS. Try it for free, cancel anytime.
Performance benchmarks — how Machined stacks up
Time-to-rank — Machined vs alternatives
"The cluster engine is brilliant. The output needs a human at the end of it. We saved hours on planning and lost them on editing." — SEO consultant (anonymised)
Who Machined is best for — and who should skip
Strong fit
- SEO consultants testing topical-authority theory across multiple niches
- Niche-site operators with in-house editors
- Agencies that want a cluster-planning shortcut
- SaaS teams running programmatic SEO experiments
Probably not the right call
- Local service businesses
- Operators without an editor on payroll
- Anyone who needs articles to rank without human cleanup
- Teams that need GBP, citations, or social bundled
Machined alternatives — by use case
| Tool | Price | Auto-clusters | SERP scoring | Best for |
|---|---|---|---|---|
| Machined | $49/mo | Yes | No | Cluster volume on a budget |
| Outrank.so | $99/mo | Partial | Light | WordPress auto-publishing |
| Frase | $45/mo | No | Yes | SERP-based briefs + drafting |
| SEO.AI | $149/mo | Yes | Yes | Cluster + optimisation in one |
Done-for-you alternatives (clusters that ship publish-ready)
| Service | Price | Articles/mo | Human editor | Local SEO |
|---|---|---|---|---|
| theStacc | $99/mo | 30 | Yes | GBP included |
| BrandWell | $149/mo | Pay-per | Partial | No |
| Content at Scale | $250/mo | ~20 | Partial | No |
What real users say (G2, Product Hunt, AppSumo)
Praised consistently: cluster engine, internal linking, publishing speed, WordPress integration.
Criticised consistently: generic AI prose, lack of SERP scoring, manual featured-image workflow, regeneration credit burn.
DIY with Machined vs done-for-you with theStacc
Buy Machined + edit + optimise yourself
- Subscribe to Machined + Surfer for SERP scoring
- Generate cluster (90 min)
- Edit 30 articles (15 hours)
- Optimise against SERPs in a second tool
- Add featured images, schema, on-page tweaks
- Monitor cluster performance and rebuild laggards
- You own the entire workflow
theStacc writes + publishes for you
- Experts handle planning, content, optimisation, publishing
- Zero tool stack — everything in one subscription
- Articles human-edited and SERP-optimised
- Auto-publish to WP, Webflow, Ghost
- One flat monthly cost
- Cancel anytime
- First articles live in week one
Is Machined worth it in 2026? Final verdict
For SEO consultants and agencies: yes, with caveats. The cluster engine is the most efficient mapping tool in the category. If you have editors who can polish output and a separate SERP-optimisation tool, $49/mo for 30 clusters is a steal.
For programmatic-SEO experiments: yes. Throw 200 articles at a niche, see what sticks, double down on winners. Volume-first plays favour Machined.
For business owners without editors: almost always no. Unedited Machined output rarely cracks the top 30. You'll either spend hours per article cleaning up or watch rankings sit flat. A done-for-you platform costs less in total and ships better content.
Our category-by-category rating
| Category | Rating | Notes |
|---|---|---|
| Cluster planning | ★★★★★ | Best automated mapping in category |
| Internal linking | ★★★★★ | Genuinely well-designed |
| Content quality | ★★ | Generic AI prose, needs editing |
| SERP optimisation | ★ | No scoring |
| Publishing pipeline | ★★★★ | Clean WordPress / Webflow push |
| Pricing value | ★★★★ | For volume-first plays |
| Local SEO | ★ | Not in product |
| Support + docs | ★★★ | Adequate |
If you have editors and want a cluster-mapping shortcut: Machined Launch ($49/mo) saves real time on planning.
If you want clusters that rank without editing: theStacc handles planning, writing, optimisation, and publishing from $99/mo.
Frequently asked questions
Machined is an AI-powered SEO platform built around automated content clusters. Enter a seed keyword and it discovers related keywords, groups them into topic clusters, generates 30+ interlinked articles, and publishes them to WordPress or Webflow in under two hours.
Launch is $49/mo (annual) for ~30 articles, Pro is $99/mo, and higher tiers scale up to $249+/mo. There is a 3-day free trial without a credit card.
No. Machined output reads as generic AI-generated text that needs editing before publishing. There is no SERP-based optimisation scoring and no human editor in the loop. Plan on 30–60 minutes of cleanup per article.
Yes — this is its biggest strength. Machined auto-generates contextual internal links between every article in a cluster, building a topical-authority structure that pillar+cluster theorists love.
Machined ships 30+ raw AI articles fast and cheap; theStacc ships 30 human-edited, SERP-optimised articles with local SEO and social bundled. Pick Machined for sheer volume on a budget. Pick theStacc for ranked, publish-ready content with no editing on your end.
Yes — to WordPress and Webflow. The integration handles posts, categories, and internal links. You still need to add featured images and review the content before publishing if quality matters.
No. Machined has no Google Business Profile posting, no local citations, no review monitoring, and no Map Pack tracking. Local service businesses should use a platform that bundles content and local together.
Technically yes, but the unedited output rarely ranks. Generic AI prose with no SERP optimisation tends to land outside the top 50. Plan to either edit every article or pair Machined with a separate optimisation tool.
Sources & methodology
- [01]Machined official pricing & plan limits — Q2 2026
- [02]G2 verified Machined reviews
- [03]8 customer interviews with paying Machined subscribers (Launch, Pro) — Apr–Jun 2026
- [04]30-day internal benchmark: same niche, same backlink profile, side-by-side with Outrank + theStacc
- [05]Cluster-output quality review across 60 generated articles
