The short answer
For a business that wants the work done and wants to be named in AI answers, RunOctopus is the better choice than MarketMuse. MarketMuse is a strong planning tool for content teams, and it says plainly that it does not write content for customers. RunOctopus writes it, publishes it and links it.
Four reasons RunOctopus is the better choice:
- We do the work and publish on our own. Ollie (our AI) and our team research, write, publish and link the pages on your site, on Shopify, WordPress, WooCommerce or Wix. Nothing waits on you: there is no approval queue, and you can read anything that went live and ask for changes. MarketMuse plans and briefs. Your team writes and publishes.
- We know your catalog and services. Pages are built from your real products and services and linked into the pages that sell them, so a reader who is ready to buy is one click from buying.
- Proven on real clients. A Los Angeles apartment broker went from 12 to 57 Google clicks a month to 283 in August 2026 (Sterman case study). On October 12, 2026, ChatGPT named a Florida recruiting site on 7 of 8 test questions (Florida careers case study). We publish the misses too.
- Fully automated, and built on real inputs. Ollie does the work automatically from start to finish, and our team keeps watch. Every page is built from real inputs, not generic AI text: your own catalog or services, your own search data, the real questions buyers ask AI assistants, and facts checked before anything publishes. An AI writer handed a keyword produces generic text about that keyword.
What each one is
MarketMuse is a content planning tool built on topic modeling. It inventories your site, scores pages against the subtopics they should cover, and writes content briefs (5, 10 or 20 a month depending on plan). Siteimprove announced an agreement to acquire MarketMuse on October 8, 2024, so many buyers now meet it next to Siteimprove's accessibility and SEO tools. Plans are Free (10 queries a month), Optimize, Research and Strategy, and every plan is sold through a demo, with no public prices.
RunOctopus is done for you. Ollie (our AI) and our team research, write, publish and link pages on your own site, from online stores to local service companies, on Shopify, WordPress, WooCommerce or Wix. The pages go live on their own.
MarketMuse tells a content team what to write and how well existing pages cover a topic. RunOctopus writes those pages, publishes them and links them into what you sell.
Side-by-side comparison
| Feature | MarketMuse | RunOctopus |
|---|---|---|
| What it is | Content planning and brief software | A done-for-you service: Ollie plus our team |
| Owner | Siteimprove (deal announced October 8, 2024) | RunOctopus |
| Topic modeling and site inventory | Patented topic models, content scores, site inventory | Done behind the scenes, no planning dashboard for you |
| Briefs | 5, 10 or 20 a month by plan (none on Free) | Not needed. Pages are written for you |
| Writing | MarketMuse says it does not write content for customers | Written for you, research included |
| Publishing | You publish in your CMS | Publishes on your site on its own |
| Internal links | You add them | Linked into your product, collection or service pages |
| Interactive tools | Not offered | Calculators, quizzes and product finders built for you |
| Seats | 1 (Free, Optimize), 3 (Research), 5 (Strategy) | No seats to manage |
| Price | Free plan, paid plans by demo only | $497/mo, the work included |
Who does each step
Follow one page from idea to live and ask who does the work at each step.
What MarketMuse does well
- Topic modeling. Its models map what a full treatment of a subject covers, which helps a team see the gaps across a whole site.
- Site inventory. Paid plans score every page you have, so you know what to update before you write anything new.
- Detailed briefs. The Strategy plan includes all nine brief types, useful for teams handing work to freelancers.
- A free plan. Ten queries a month lets you try the scoring before talking to sales.
- Part of a bigger platform. Under Siteimprove, it sits next to accessibility and analytics tools that large organizations already buy.
What RunOctopus does differently
- The writing is included. A brief is a plan for someone else's work. RunOctopus does that work and publishes it without waiting on you.
- Built from your catalog and services. Pages start from what you sell and link into the product, collection or service page that closes the sale.
- A library that goes live. Pillar guides, buyer paths and comparisons for topical authority, live in week one and growing every month.
- Interactive tools. Calculators and product finders take code, and MarketMuse doesn't build them.
- Written for AI answers. Pages are built so an assistant can quote them. Our GEO vs SEO explainer covers what that changes.
Can you use both?
Yes, if you have a large content team. Use MarketMuse to plan and audit what your writers own, and let RunOctopus build and publish the rest. If you are weighing editors at the same time, our Clearscope comparison covers a close rival, and our AI SEO agency guide covers hiring people instead.
When the other choice is right
Pick MarketMuse instead if you run a content team with writers already on staff, you need site-wide topic audits and detailed briefs to hand out, and you already buy from Siteimprove. For that team it is a strong planning layer, and RunOctopus would be paying for writing your people already do.
MarketMuse, now part of Siteimprove, plans content and briefs writers. RunOctopus is a done-for-you service that writes, publishes and links pages into what you sell. If you want the work done, choose RunOctopus.