Compare · AI SEO tools
Koala vs Machined
Koala is a broad AI SEO platform: KoalaWriter, an SEO agent that reads Search Console, KoalaLinks, images, lead magnets and an MCP server, priced by words from $25/mo. Machined does one thing: content clusters, priced by articles from $19/mo for 30. At the time of writing (September 2026).
If you want one tool for writing plus SEO research, Koala. If you want the cheapest well-structured clusters, Machined.
Koala vs Machined side by side
From each product’s own site or our research, at the time of writing (September 2026). Prices and terms change, so check before you decide.
| Feature | Koala | Machined |
|---|---|---|
| Entry price | $25/mo (45,000 words) | $19/mo (30 articles) |
| Unit | Words | Articles |
| Sites | KoalaLinks up to 50 sites; Brand DNA 1–75 brands by plan | Unlimited projects |
| Search Console | SEO agent plans from it | Not listed |
| CMS | WordPress, Shopify, Webflow, Ghost, webhooks | WordPress, Webflow, webhooks |
| Free start | 5,000 words | 7-day trial, no card |
Which should you pick?
Pick Koala if…
- You want an SEO agent, internal linking and affiliate data.
- You're on Shopify or Ghost.
- You want MCP access from an AI assistant.
Pick Machined if…
- Cheapest cost per article.
- Many sites under one plan.
- Topic clusters are your strategy.
Where LaunchRanked fits
Disclosure: LaunchRanked is our product. Where we list it, we say so, and we place it under the use case it fits rather than at the top by default. Everything else here is from the vendors’ own sites or our research, and we say where they’re better.
Neither is a direct substitute for LaunchRanked Autopilot ($49/mo, founding price, early access). Autopilot plans articles from your site and live search results, publishes 30 a month to your CMS at a safe pace, rewrites titles and snippets on pages already ranking on page 1–2, and tracks 25 prompts across ChatGPT, Perplexity, Gemini and Claude.
Koala's Search Console agent is the closest to what Autopilot does. Our addition is the monthly title and snippet rewrite pass on pages already ranking.
Frequently asked questions
Which is cheaper, Koala or Machined?
Machined, for article volume: $19 for 30. Koala's $25 buys 45,000 words, which is fewer long articles.
Does either build backlinks?
Neither lists backlink building. Both handle internal links.
Do both publish automatically?
Both connect to CMSs and webhooks for publishing.
Sources we checked
Checked on their own sites on 23 September 2026. Prices and terms change, so check before you buy. Domain ratings are approximate third-party estimates.