Content Planning · Reviewed 22 Oct 2026

MarketMuse

AI-powered content planning and optimization platform for SEO and content teams.

free tier · marketmuse.com ↗

Paid against free › Content Planning › MarketMuse

MarketMuse at a glance

Overview

01

Summary

The useful answer before the supporting detail.

MarketMuse is an AI-powered content planning and optimization platform that helps SEO and content teams research topics, plan content strategies, and optimize content for search engines and AI-driven systems S35. It is used by brands, publishers, and agencies to improve content quality and authority S35. The platform provides content inventories, competitive analysis, and generative AI assistance to streamline the content process from ideation to publication S1 S35.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: MarketMuse, an AI-powered content planning and optimization platform S35.
  • Core purpose: Helps content teams determine what content to write and how to optimize it for search and AI systems S35.
  • Intended users: SEO and content teams at brands, publishers, and agencies S35.
  • Product scope: A web-based platform with applications for research, optimization, and strategy, not a CMS S35 S75.
  • Positioning: Makes industry-leading AI accessible to SEO and content teams of all sizes S1.
  • Claimed distinction: Uses proprietary data and AI versus commodity data via APIs S35.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
BrandsEducate and engage their audience with content that ranks higher where competitors are weak S35.
PublishersPlan and optimize content to build authority and rank for competitive topics S35.
AgenciesManage content strategy for multiple clients, using team workflows for SEO, content strategy, and marketing S64.
SEO teamsAutomate topic and SERP research to identify content opportunities S70.
Content marketing teamsStreamline the content process from ideation to publication, ensuring content is optimized for user intent and search engines S1.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Content InventoryAutomatically analyzes your entire content inventory to identify high-value topic clusters and quick wins S35.
Content PlanningGenerates personalized roadmaps showing what to create or update, based on your existing authority S35.
Content OptimizationProvides recommendations on how to optimize content based on structure, expertise, editorial integrity, and depth S35.
Generative AI AssistanceOffers a generative AI component to help create content faster, but does not write content for customers S35.
Competitive AnalysisAnalyzes competitors at the site level and SERP for any topic to guide content structure S1.
Content ScoreGenerates a model of subtopics and their relationship to the main topic for a given focus topic S64.
Export and SharingAllows exporting saved writing and data for detailed manipulation and planning S64.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
ChatGPTIntegrationConnect your ChatGPT account to MarketMuse to accelerate content creation S1.
MarketMuse ConnectIntegrationAccess to Site Heatmap & Connect for internal link recommendations S64 S70.
Export functionalityData portabilityExport saved writing and data for detailed manipulation and planning S64.
Proprietary data and AIData sourceUses proprietary data and AI instead of commodity data via APIs S35.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Free$0, no billing1 user, 10 queries/monthNo briefs or inventory S64
OptimizeContact sales, billing not published1 user, 100 queries/month, 5 briefs/month100 tracked topics, 1 strategy document S64
ResearchContact sales, billing not published3 users, unlimited queries, 10 briefs/month1,000 tracked topics, 3 strategy documents S64
StrategyContact sales, billing not published5 users, unlimited queries, 20 briefs/month10,000 tracked topics, all nine brief types, assignments S64

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
smartinsights.com111content strategy sample
linkedin.com112marketmuse
contentmarketinginstitute.com112content strategy sample
appsumo.com113marketmuse
brafton.com113content strategy sample
youtube.com114marketmuse
jaysearch.com114content strategy sample
searchatlas.com115marketmuse
documentero.com115content strategy sample
originality.ai116marketmuse

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

Website intelligence — Scout synthesis

MarketMuse differentiates itself from competitors by using "proprietary data and AI vs. commodity data via APIs" and "patented topic modeling technology" W190W193. The platform offers competitive content analysis, including a heatmap to visualize gaps in competitors' content W212W221. A customer testimonial from Andy Crestodina (Orbit Media Studios) states the platform allows you to "plan precisely how you can outmaneuver your largest competitors" W218W219. The site also provides a comparison to alternatives via a blog link W194.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.5%
MonthSource
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherOur AI-powered software tells you what content to write (and how much) to leverage your experience and rank higher where competitors are weak.https://www.marketmuse.com/
otherOur AI-powered software tells you what content to write (and how much) to leverage your experience and rank higher where competitors are weak.https://www.marketmuse.com/
otherIs this actually an AI solution?https://www.marketmuse.com/
otherYes! We have used AI in our product for over ten years. For every page and topic we analyze, our AI fetches hundreds to thousands of pages of content, removes low quality outliers, and uses a combination of proprietary and open source algorithms to classify parts of speech and calculate their relevance.https://www.marketmuse.com/
otherOur Optimize application has a generative AI component to help you create content faster, but we do not write content for our customers. Our strength is helping you understand what to write (and how much), how to build upon your existing authority, and identify low quality content.https://www.marketmuse.com/
identityIn 2013, a little Hummingbird told us that Google would rely less on keywords and backlinks and more on AI to measure comprehensiveness, authority, and user intent when determining the best content for a query.https://www.marketmuse.com/about/
identityWe make industry-leading AI accessible to SEO and content teams of all sizes and skill levels.https://www.marketmuse.com/about/
identitySiteimprove’s acquisition of MarketMuse streamlines the content process from ideation to publication, ensuring content is not only well written but also strategically optimized for user intent, traditional search engines, and AI-driven search systems (like ChatGPT and others).https://www.marketmuse.com/about/
identityLaunched MarketMuse AI for Content Generationhttps://www.marketmuse.com/about/
otherIs this actually an AI solution?https://www.marketmuse.com/
otherYes! We have used AI in our product for over ten years. For every page and topic we analyze, our AI fetches hundreds to thousands of pages of content, removes low quality outliers, and uses a combination of proprietary and open source algorithms to classify parts of speech and calculate their relevance.https://www.marketmuse.com/
otherOur Optimize application has a generative AI component to help you create content faster, but we do not write content for our customers. Our strength is helping you understand what to write (and how much), how to build upon your existing authority, and identify low quality content.https://www.marketmuse.com/
otherJeff Coyle is the Co-founder and Chief Strategy Officer for MarketMuse, acquired by Siteimprove in November 2024. Jeff is an AI content marketing expert with more than 25 years of experience in the search industry. He is focused on helping content marketers, search engine marketers, agencies, and e-commerce managers build topical authority, improve content quality and turn semantic research into actionable insights.https://www.marketmuse.com/ai-content-marketing-expert/
otherPrior to starting MarketMuse in 2015, Jeff was a marketing consultant in Atlanta and led the Traffic, Search and Engagement team for seven years at TechTarget, a leader in B2B technology publishing and lead generation. He earned a Bachelor’s in Computer Science from Georgia Institute of Technology. Jeff frequently speaks at content marketing conferences including: Adobe Summit, Digital Marketing World Forum, Marketing AI Conference, Content Marketing World, LavaCon, and more.https://www.marketmuse.com/ai-content-marketing-expert/
otherUsing AI for Contenthttps://www.marketmuse.com/ai-content-marketing-expert/
other******How to Use Artificial Intelligence for Content Marketing and the Future of SEO******https://www.marketmuse.com/ai-content-marketing-expert/
otherIs this actually an AI solution?https://www.marketmuse.com/book-demo/
otherYes! For every page and topic we analyze, our AI fetches hundreds to thousands of pages of content, removes low quality outliers, and uses a combination of proprietary and open source algorithms to classify parts of speech and calculate their relevance.https://www.marketmuse.com/book-demo/

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

MarketMuse emphasizes AI-driven capabilities, including "patented AI" that analyzes content inventories W12 and "LLM-agnostic generative AI" for content generation W115. The about page mentions that Siteimprove's acquisition streamlines content for "AI-driven search systems (like ChatGPT and others)" W111. The platform also integrates with ChatGPT W116W117.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gap1 first-page appearances across content strategy sample

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

MarketMuse targets SEOs, content strategists, marketers, and agencies W98W195. The platform's value proposition includes identifying content gaps, building topical authority, and providing personalized difficulty scores W12W15W199. The book-a-demo page highlights differentiators such as proprietary data and content inventory workflows W190W191. The company also offers a speaker/expert page for Jeff Coyle, which could be used for thought leadership and brand awareness W158W160.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
CapterraMarketMuse Software Pricing, Alternatives & More 2026 / CapterraGrounded web searchContent Marketing Overall rating Based on 28 user reviews 4.6 Reviews sentiment Positive 89% Neutral 7% Negative 4% Starting price $99 Per Feature, Per Month Free trial available ... are reviews collected? Overall rating 4.6 Based on 28
CheckThatMarketMuse Reviews SummaryGrounded web searchThis roundup synthesizes reviews from G2 (216 reviews, 4.6/5 rating), Capterra (28 reviews, 4.6/5 rating), TrustRadius (19 reviews), AppSumo (140 reviews), Reddit, and Software Advice to give you an unfiltered look at what users actually experience: strong customer support at 4.7/5, tangible SEO results, and strategic content planning capabilities; alongside the frustrations of a steep 3-4 week learning curve, missing Google Docs integration, and pricing concerns for small teams.
AmryttMarketMuse Review 2026: Powerful Content Tool, High PriceGrounded web searchacross platforms, which makes it easy to trust. MarketMuse holds about 4.6 out of 5 on G2 across roughly 216 reviews, ... roughly 9.2 out of 10 on TrustRadius. Those are strong numbers, and the praise and the criticism both point in the same directions.
G2Compare Frase.io and MarketMuseGrounded web searchFrase.io(296)4.8 out of 5Frase.io By Frase MarketMuse(214)4.6 out of 5MarketMuse By MarketMuse ... --- We have been using MarketMuse's content analyzer for more than a year now. It has helped us optimize our content and achieve significantly better
saleshive.comMarketMuse Review 2026: Pricing, Features, Pros & Cons / SalesHiveGrounded web searchdriven insight into which pages and topics to prioritize. - Users frequently praise MarketMuse for reducing ... What reviewers say across the web G2 4.6 / 5 216 reviews Capterra 4.6 / 5 28 reviews TrustRadius 9.2 / 10 19 reviews
toolradar.comMarketMuse Reviews, Pricing & Alternatives (2026)Grounded web search## Ratings Across the Web 4.6(216 reviews) MarketMuse holds an aggregate rating of 4.6 out of 5 from 216 reviews across G2, last checked September 4, 2026. G2 216 reviews 4.6/5 Ratings aggregated from independent review platforms. Learn more

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyCodelesscustomer case study — How soon did Codeless see their desired process improvements after partnering with MarketMuse? (Case Study: How Codeless Uses MarketMuse to Expand Client Relationships)
Case studyrecurly.comcustomer case study — , testing with trials and promotions, and improving the onboarding process to decrease time-to-value ... (Subscription Case Study: MarketMuse Smart Promotions)

Independent mentions

  • MarketMuse Reviews 2026: Ratings, Pricing, Complaints — : 9.2/10 on 19 reviews, checked October 2026, only 7 of the 19 fully rendered on read, several individual reviews explicitly tagged “Incentivized.” - Trustpilot: profile exists, unclaimed, zero reviews, checked October
  • Case Studies — # MarketMuse Case Studies Discover how teams of all sizes create predictably better content at scale with MarketMuse. ... grew the site by 4.14X but he knew there was a bigger opportunity. So Kurt partnered with MarketMuse to raise the

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipContent Analyzer + new Co-Foundersource
Contact and supportYou can also contact us by mail at support@marketmuse.com, or you may contact us at the physical addresses of the office closest to you, see our list here.source
Legal and privacyThe basis of effective data privacy protection is to provide comprehensive information about the collection, processing and use of your data (“data processing”). Therefore, we wish to inform you about:source
Security and complianceFor Non-Public Website Use. Any use of the Software Services on Non-Public Websites is subject to the obligations set out in this Section 3(c). For Siteimprove to allow that the Software Services are used on a Non-Pusource
Uptime and status pageNot published on the collected pages.—
Domain registered2008-03-12—
Domain expires2027-03-12—

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
AI Content Planning and Optimization Software - MarketMuseRoadmapPublic product roadmap. (source)Not dated
About - MarketMuseProduct updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)MarketMuse is an online software service and platform S75.S75
Platforms and appsNot published on the collected pages.—
API and extensibility (API, SDK, webhooks, MCP, plugins)Not published on the collected pages.—
Data ownership and exportCustomer Data remains Customer's property; export functionality is provided within each product S75.S75
Performance and reliability claimsNot published on the collected pages.—
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2008-03-12 — GoDaddy.com, LLC
Domain expires2027-03-12
First archived2001-02-20 — web archive
TLS certificateLet's Encrypt, valid, expires 2026-12-22
Security headersnone served
Headers not servedHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headernginx
Mail handled bysiteimprove-com.mail.protection.outlook.com, aspmx.l.google.com
Nameserversns32.domaincontrol.com, ns31.domaincontrol.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 96/100
  • Critical issues: 0
  • Warnings: 5
  • Notices: 17

Issues

SeverityIssueValueAffected URL
noticeImages are missing alt text1https://www.marketmuse.com/
noticeImages are missing alt text1https://www.marketmuse.com/
noticeImages are missing alt text1https://www.marketmuse.com/why-marketmuse/
noticeImages are missing alt text3https://www.marketmuse.com/competitive-content-analysis/
noticeImages are missing alt text3https://www.marketmuse.com/content-clusters/
noticeImages are missing alt text1https://www.marketmuse.com/content-planning/
noticeImages are missing alt text1https://www.marketmuse.com/content-briefs/
noticeImages are missing alt text4https://www.marketmuse.com/optimize/
noticeImages are missing alt text1https://www.marketmuse.com/about/
noticeImages are missing alt text1https://www.marketmuse.com/pricing/
warningPage should have one primary H10https://www.marketmuse.com/book-demo/
noticeImages are missing alt text2https://www.marketmuse.com/book-demo/
noticeImages are missing alt text1https://www.marketmuse.com/careers/
noticeMeta description length should be reviewed16https://www.marketmuse.com/press-awards/
noticeImages are missing alt text1https://www.marketmuse.com/press-awards/
noticeImages are missing alt text1https://www.marketmuse.com/privacy-policy/
noticeMeta description length should be reviewed12https://www.marketmuse.com/terms-of-service/
noticeImages are missing alt text1https://www.marketmuse.com/terms-of-service/
warningDuplicate title in audit sample2https://www.marketmuse.com/
warningDuplicate title in audit sample2https://www.marketmuse.com/
warningDuplicate meta description in audit sample2https://www.marketmuse.com/
warningDuplicate meta description in audit sample2https://www.marketmuse.com/

Crawled pages

StatusTitleH1sWordsResponseURL
200AI Content Planning and Optimization Software - MarketMuse194942 mshttps://www.marketmuse.com/
200AI Content Planning and Optimization Software - MarketMuse194932 mshttps://www.marketmuse.com/
200Why MarketMuse? - MarketMuse18591,731 mshttps://www.marketmuse.com/why-marketmuse/
200Competitive Content Analysis - MarketMuse13711,117 mshttps://www.marketmuse.com/competitive-content-analysis/
200Content Clusters - MarketMuse141582 mshttps://www.marketmuse.com/content-clusters/
200Content Planning - MarketMuse169543 mshttps://www.marketmuse.com/content-planning/
200Content Brief Generator - MarketMuse1605530 mshttps://www.marketmuse.com/content-briefs/
200Optimize - MarketMuse1492635 mshttps://www.marketmuse.com/optimize/
200About - MarketMuse193349 mshttps://www.marketmuse.com/about/
200Pricing - MarketMuse1191841 mshttps://www.marketmuse.com/pricing/
200Get Started With MarketMuse084647 mshttps://www.marketmuse.com/book-demo/
200Careers - MarketMuse126236 mshttps://www.marketmuse.com/careers/
200Press & Awards - MarketMuse1206631 mshttps://www.marketmuse.com/press-awards/
200Privacy Policy - MarketMuse1245038 mshttps://www.marketmuse.com/privacy-policy/
200Terms of Service - MarketMuse1363434 mshttps://www.marketmuse.com/terms-of-service/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct41.1%
search33.8%
search organic32.3%
search paid1.5%
social6.5%
social organic5.8%
social paid0.7%
referrals10.5%
paid referrals2.6%
mail2.7%
gen ai1.5%
affiliate1.3%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Website intelligence — Scout synthesis

No direct integration with Google Search Console or analytics platforms is mentioned in the evidence. The platform offers its own metrics like Content Score and Page Authority W202W203, but no data import/export with external analytics tools is described.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not name specific competitors. The pricing page mentions a comparison to alternatives but does not list them S64. Evidence gaps include lack of detailed pricing for paid plans, no customer counts, and no independent review data. Open questions include the exact billing terms for paid plans and the scope of the API.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 13 of 15 collected pages from marketmuse.com, including the homepage, About, Pricing, Terms of Service, Privacy Policy, and a blog post. Static and browser rendering providers were used; deep page fetch was disabled. External proof search was performed but no external review profiles were collected. The evidence catalog includes 180 items, but only a subset was relevant. Limitations include missing pages and lack of first-party customer data.

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