Frase vs MarketMuse
MarketMuse plans your content and stops. Frase writes it, optimizes it for AI search, and fixes it.
Verified June 2026
Trusted by content and SEO teams at
Where Frase pulls ahead
What Frase does that MarketMuse doesn’t.
Frase runs the whole loop in one place: it hears what your visitors ask, earns the right to act, and ships the fix when a page slips. Three moves that turn monitoring into a published result.
Frase Answers
A front door that captures the real questions your visitors ask.
Frase Answers sits on your own site and answers visitors from your own pages. Every question is first-party demand, so Frase turns the ones you have no page for yet into the next thing worth writing.
Does Vantra work for a small, fully-remote sales team?
Frase turned the demand into a content signal
Accept it, and Frase researches and drafts the page.
Earned autonomy
Frase earns its autonomy, one content type at a time.
Every content type starts in review. As Frase keeps earning your approval, you can let the safe ones publish on their own and pause any type the moment its quality dips. The agent takes on more over time, never more than you allow.
Consistently clears your bar. Now publishing on its own to FraseCMS.
Auto-publish: onEvery type starts in review. Nothing publishes on its own until you say so.
Content Guard
Frase does not stop at the alert.
When a page slips on Google, Content Guard catches the decay, drafts the revision, and sets it in front of you. You approve the change, and Frase republishes to your CMS, so the fix ships in the same place you spotted the problem.
Best CRM Software for Small Business
vantra.com/blog/best-crm-software-small-business
Slipping in AI answers and on GoogleAt a glance
The short version.
Frase
RecommendedThe platform that writes, optimizes, tracks AI citations, and fixes your content in one workflow
- Best for
- Content teams who want to act, not just plan — research a topic, write and publish it, optimize for SEO and AI search, monitor citations, and fix decaying content in one workflow, with self-serve access
- Key strengths
- Full create-optimize-monitor-fix loop in one workflow, AI search visibility tracking, real-time dual SEO + GEO scoring, AI Agent, unlimited AI writing in 100+ languages, site-wide auditing with cannibalization detection, Content Guard decay fixes, CMS publishing
- Starting at
- $49/month ($39/month annual) — AI visibility included at every tier, free trial
- What's distinct
- Closed create-optimize-monitor-fix loop, real-time GEO scoring in the editor, AI search visibility tracking, Content Guard fixes for your approval, CMS publishing, MCP server
MarketMuse
A content-planning tool that produces briefs and strategy docs, then hands the work to other tools (now part of Siteimprove)
- Best for
- Teams whose immediate job is planning what to write, and who are willing to take the plan elsewhere to actually write it, optimize it for AI search, publish it, and keep it from decaying
- Key strengths
- Built to plan and prioritize content. It does not write the draft, does not track AI search visibility, does not optimize for AI engines, and does not publish or fix the content that earns citations — those steps happen in other tools
- Starting at
- Free tier (10 queries/month); paid plans no longer publish prices and route through a demo request
- What's distinct
- Planning and briefs only — no AI writing, no AI search visibility, no GEO scoring, no CMS publishing, no Content Guard; now part of Siteimprove's accessibility-and-compliance suite
Feature-by-Feature Comparison
| Capability | FraseRecommended | MarketMuse |
|---|---|---|
| Content-to-Citation Workflow | ||
| Write the content, not just the plan | IncludedUnlimited AI words in the editor | Not includedPlanning and briefs only |
| Track AI search visibility | IncludedChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and more | Not included |
| GEO scoring for AI search | IncludedReal-time in the editor | Not included |
| Generate brief to close a gap | IncludedResearch-backed, one-click from insight | IncludedBriefs, then you write elsewhere |
| Fix content in integrated editor | IncludedWith real-time SEO + GEO scoring | Not included |
| Catch decay and draft fixes (Content Guard) | IncludedGSC decay detection, fix drafted for approval | Not included |
| Republish to your CMS | IncludedWordPress, Webflow, Sanity, Wix, FraseCMS | Not included |
| AI Search Visibility | ||
| AI engines monitored | IncludedChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and more | Not included |
| Prompt tracking | IncludedTracked prompts scale by plan | Not included |
| AI bot/crawler analytics | IncludedGPTBot, ClaudeBot, and more (Professional+) | Not included |
| AI visibility alerts | IncludedSlack + email | Not included |
| Content Creation & Optimization | ||
| AI content writing | IncludedUnlimited AI words | Not included |
| Content editor with real-time scoring | IncludedDual SEO + GEO score | Not includedScoring in planning docs, no writing editor |
| AI Agent (natural language workflows) | IncludedSpecialized content skills | Not included |
| Content briefs | Included | Included |
| AI image generation | IncludedBuilt-in, by plan | Not included |
| Multilingual content | 100+ languages | Not includedEnglish only |
| Unlimited AI words | Included | Not included |
| Site & SEO Analysis | ||
| Keyword research | Included | Included |
| SERP analysis | Included | Included |
| Site-wide content audit | IncludedBulk audit actions, cannibalization detection | IncludedContent inventory for planning |
| Google Search Console integration | Included | Not included |
| Content Opportunities monitoring | IncludedProactive GSC alerts | Not included |
| Brand & Team Features | ||
| Brand voice control | IncludedTrain AI on your brand voice | Not included |
| Content governance | IncludedApproval workflows | Not included |
| Team collaboration | IncludedUp to 5 seats (Scale) | IncludedVaries by plan |
| Integrations & API | ||
| WordPress | Included | Not included |
| Google Docs | Included | Not included |
| REST API | IncludedFull content lifecycle endpoints | Not included |
| MCP Server (AI assistant integration) | IncludedDrive content workflows from any AI assistant | Not included |
| Webhook API | Included | Not included |
| Chrome Extension | Included | Not included |
| Pricing & Access | ||
| AI search visibility included | IncludedBuilt in from the entry plan | Not included |
| Transparent published pricing | Included$49 / $129 / $299 per month | Not includedPaid tiers routed through a demo request |
| Self-serve into a paid plan | IncludedStart in minutes, no call | Not includedBook a demo to buy paid tiers |
| Free trial | IncludedFree trial, no credit card | IncludedFree tier: 10 queries/month |
Write the content, not just the plan
Unlimited AI words in the editor
Planning and briefs only
Track AI search visibility
ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and more
GEO scoring for AI search
Real-time in the editor
Generate brief to close a gap
Research-backed, one-click from insight
Briefs, then you write elsewhere
Fix content in integrated editor
With real-time SEO + GEO scoring
Catch decay and draft fixes (Content Guard)
GSC decay detection, fix drafted for approval
Republish to your CMS
WordPress, Webflow, Sanity, Wix, FraseCMS
AI engines monitored
ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and more
Prompt tracking
Tracked prompts scale by plan
AI bot/crawler analytics
GPTBot, ClaudeBot, and more (Professional+)
AI visibility alerts
Slack + email
AI content writing
Unlimited AI words
Content editor with real-time scoring
Dual SEO + GEO score
Scoring in planning docs, no writing editor
AI Agent (natural language workflows)
Specialized content skills
Content briefs
AI image generation
Built-in, by plan
Multilingual content
English only
Unlimited AI words
Keyword research
SERP analysis
Site-wide content audit
Bulk audit actions, cannibalization detection
Content inventory for planning
Google Search Console integration
Content Opportunities monitoring
Proactive GSC alerts
Brand voice control
Train AI on your brand voice
Content governance
Approval workflows
Team collaboration
Up to 5 seats (Scale)
Varies by plan
WordPress
Google Docs
REST API
Full content lifecycle endpoints
MCP Server (AI assistant integration)
Drive content workflows from any AI assistant
Webhook API
Chrome Extension
AI search visibility included
Built in from the entry plan
Transparent published pricing
$49 / $129 / $299 per month
Paid tiers routed through a demo request
Self-serve into a paid plan
Start in minutes, no call
Book a demo to buy paid tiers
Free trial
Free trial, no credit card
Free tier: 10 queries/month
Honest fit
Which should you choose?
Choose Frase if you
- Want one workflow that writes, optimizes, and publishes the content — not a plan you have to execute in three other tools
- Need to track your AI search visibility and optimize for it, which MarketMuse does not do
- Want real-time SEO + GEO scoring in the editor as you write, so the page is built to get cited and ranked
- Want Content Guard to catch decaying pages, draft the fix, and republish to your CMS once you approve
- Need unlimited AI content generation in 100+ languages without query or word caps
- Want an AI Agent that runs multi-step content workflows in natural language
- Prefer transparent published pricing and a free trial over a demo gate, and a focused, independent platform
Frase may not be your fit if
- Your immediate job is planning and prioritizing topics, and writing, AI-search optimization, and publishing happen elsewhere
- You are content to take a strategy document into separate tools to actually write, publish, and maintain the pages
- You do not need to track or optimize whether AI engines cite you, only traditional Google planning
- You are comfortable booking a demo to learn the price and cannot self-serve into a paid plan
Stop planning content you can't track. Write it, rank it, fix it.
Start your free trial. No credit card, no sales call.
7-day free trial. No credit card.
The differences that matter
Where the two part ways.
Frase writes and ships the content. MarketMuse stops at the plan.
Frase: Takes a topic from idea to published page in one workflow. Frase researches, writes unlimited AI content in 100+ languages, optimizes it in an editor with real-time SEO + GEO scoring, generates images, and publishes to your CMS. The AI Agent runs the multi-step work in natural language, so the plan and the published page live in the same place.
MarketMuse: Produces briefs and strategy docs, then hands you a to-do list. It does not write the draft, optimize the live page for AI search, or publish anything. Every plan it gives you becomes work you re-key into separate writing, publishing, and tracking tools.
Frase tracks AI search visibility. MarketMuse doesn't track it at all.
Frase: Monitors whether answer engines are citing you across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude, scores each page for AI search as you write, and connects what it finds to a content fix in the same workflow. Getting cited by AI is the job Frase is built to win.
MarketMuse: Has no AI search visibility tracking and no GEO scoring. Its model was built around traditional search-engine content, before answer engines existed. It cannot tell you whether ChatGPT or Perplexity cite your brand, or help you optimize the page so they do.
Frase keeps content ranking. MarketMuse hands it off and moves on.
Frase: Content Guard watches your pages for ranking and traffic decay through Google Search Console, drafts the fix when a page slips, and republishes once you approve. The loop closes: you do not just plan and publish, you keep the content winning as Google and AI answers shift underneath it.
MarketMuse: Ends at the strategy document. There is no decay monitoring, no drafted fix, and no republish step. Once you act on the plan in another tool, keeping that content ranking is entirely on you, in tools MarketMuse doesn't touch.
Frase is one workflow. MarketMuse is the first tab of several.
Frase: Research, writing, dual SEO + GEO optimization, AI visibility tracking, publishing, and remediation live in one workflow with your brand context carried through. An insight becomes a drafted, optimized, published page without re-explaining your brand to a new tool.
MarketMuse: Is the planning step at the front of a stack you assemble yourself. Acting on its output means moving to a separate writer, a separate AI-search tracker, a separate publisher, and a separate fix process, rebuilding context at every handoff.
Frase publishes its price. MarketMuse makes you book a call.
Frase: Three published tiers — $49, $129, and $299 per month — with a free trial and no sales call required to see pricing or get started. You can self-serve into the full create-optimize-monitor-fix workflow today.
MarketMuse: Stopped publishing dollar amounts on its paid plans after its acquisition. The paid tiers now route through a demo request, so you have to book a call to learn the price and cannot self-serve into a paid plan.
Frase is independent and points at one job.
Frase: An independent platform with a roadmap centered on the create-optimize-monitor-fix loop for Google and AI search. The whole product points at one outcome: getting your content cited and ranked, and keeping it that way.
MarketMuse: Now part of Siteimprove, a larger suite whose core focus is web accessibility and compliance. MarketMuse is one planning module inside that suite, with a roadmap that competes for attention against priorities far from getting your content cited by AI.
The Key Differentiator: The Frase Agent
MarketMuse provides strategic analysis, topic models, and content briefs — but executing on those insights requires separate writing tools and manual workflows.
The Frase Agent bridges strategy and execution. Describe your content goals in natural language, and the Agent researches, plans, writes, optimizes, and monitors — all in one flow.
With the Frase Agent
"Research 'enterprise content strategy,' create a brief that establishes topical authority, write the article, and check our AI visibility"
→ Agent analyzes competitors, maps topic gaps, writes optimized content, checks AI citations — in one flow
Without an Agent (MarketMuse)
Run topic analysis → Export insights → Open separate writing tool → Manually translate strategy to content → Check Content Score → No AI visibility tracking
→ Deep strategy insights, but a gap between planning and execution
Every Specialized Skill via Natural Language
From SERP analysis to content generation to GEO optimization to site auditing — the Frase Agent handles it all through conversation. MarketMuse sets the strategy. Frase executes it. You can also access these capabilities from Claude Desktop, ChatGPT, OpenClaw, or any AI assistant your team already uses.
What you get for the price
One platform, the whole loop.
Plans open at $39/mo billed yearly, and most in-house teams and agencies settle on Professional at $129/mo. AI visibility tracking is included at every tier. Need more room? Add seats, credits, or AI prompts as you grow. Pay yearly and save 20%.
Frase — Content Growth Platform
Full create-optimize-monitor-fix workflow
- 10 articles, 50 audits, 25 AI prompts
- AI search visibility tracking included
- SEO + GEO content scoring
- AI Agent, content editor, briefs
- Unlimited AI words + image generation
- 40 articles, 250 audits, 100 AI prompts
- Broader AI visibility tracking
- Bot/crawler analytics (GPTBot, ClaudeBot, etc.)
- 90-day history, 3 seats
- 100 articles, 1000 audits, 350 AI prompts
- Full AI visibility tracking
- 180-day history, 5 seats
MarketMuse — Content-Planning Tool
Plans and prioritizes content, then hands the work to other tools
- 10 queries/month, 1 user
- Evaluation only — no briefs, no tracked topics
- Tracked topics, briefs, and strategy docs scale by tier
- Dollar amounts no longer published — quote via a demo request
- No AI search visibility, no GEO scoring, no CMS publishing
Where you'll still need Frase
- AI search visibility tracking
- Real-time GEO scoring for AI search
- Unlimited AI content generation
- Publish and fix content in your CMS
MarketMuse plans and prioritizes content; it does not write, track AI citations, optimize for AI search, or republish. Paid pricing is no longer published and routes through a demo. Verified June 2026.
Why teams pick the full workflow over a planning tool
The reason teams move the content work to Frase is simple. A planning tool tells you what to write and stops there, leaving the writing, the AI-search optimization, the publishing, and the fixing to other tools. Frase does that work in one place: it writes the page, scores it for Google and AI search as you go, tracks whether AI engines cite you, and keeps it ranking with Content Guard as it decays.
Questions, answered straight.
What's the difference between Frase and MarketMuse?
MarketMuse stops at the plan. It tells you what to write and hands you a strategy doc, then leaves the writing, the publishing, the AI-search tracking, and the fixing to other tools. Frase runs the whole loop in one workflow: research the topic, write the draft, optimize it for Google and AI search with real-time scoring, track whether AI engines actually cite you, and fix decaying pages with Content Guard. With MarketMuse you get a to-do list; with Frase you get the published, optimized page and a system that keeps it ranking.
Does MarketMuse track AI search visibility?
MarketMuse does not track AI search visibility. It does not monitor whether ChatGPT, Perplexity, Gemini, Google AI Overviews, or Claude are citing your brand, and it has no GEO scoring to optimize for it. Its model was built around traditional search-engine content, not answer engines. Frase monitors your visibility across the major AI engines, scores each page for AI search as you write, and connects what it finds to a content fix in the same workflow. If getting cited by AI is the job, that is the gap that matters.
Can Frase write and publish content, or just plan it?
Frase does both. Unlike a planning-only tool, Frase writes unlimited AI content in 100+ languages, optimizes it in an editor with real-time SEO and GEO scoring, generates images, and publishes straight to your CMS. The AI Agent runs multi-step workflows in natural language, so a topic idea becomes a published, optimized page without leaving the platform. A strategy document is the start of the work; Frase does the work.
What happens to my content after I fix it in Frase?
Frase keeps watching it. Content Guard monitors your pages for ranking and traffic decay through Google Search Console, and when a page starts slipping it drafts the fix and republishes once you approve. That closes a loop a planning tool never starts: you do not just plan and publish, you keep the content winning as search and AI answers change underneath it. MarketMuse plans the content; Frase keeps it ranking after it ships.
How does pricing compare between Frase and MarketMuse?
Frase publishes its prices: $49, $129, and $299 per month, with a free trial and no sales call to get started. MarketMuse stopped publishing dollar amounts on its paid tiers after its acquisition; today the paid plans route through a demo request, so you have to book a call to learn the price and you cannot self-serve into them. Frase gives you the full create-optimize-monitor-fix workflow at a transparent price you can start on today.
Why would a team move from MarketMuse to Frase?
Because the plan is not the bottleneck anymore. Teams have plenty of ideas about what to write; what they need is to ship it, get it cited by AI as well as ranked on Google, and keep it from decaying. MarketMuse is a planning tool that was built before answer engines and now sits inside a larger accessibility-and-compliance suite. Frase is independent and points at one job end to end: getting your content cited by AI and ranked on Google, then keeping it that way.
See why teams choose Frase.
Frase runs the loop that keeps your content ranking on Google and cited by AI. Start free, and see it on your own pages in a minute.
7-day free trial. No credit card.