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Reviewed November 2, 2026

MarketMuse alternatives

The best MarketMuse alternatives depend on why you are leaving. To see what AI answers say about your brand: Placton, from $59 a month. To keep grading pages: Clearscope, from $129. For cheap briefs and drafts: Frase, from $39 billed yearly. Placton is not a like-for-like swap: it does not score pages for Google or audit your content library.

The best MarketMuse alternative for each reason you are leaving

Look for the row that describes your team. Entry prices are from November 2, 2026, and MarketMuse shows none to compare them with.

Which MarketMuse alternative fits each reason for leaving, how much it starts at and the trade-off; checked November 2, 2026
You need to know what ChatGPT, Claude and other AIs say about you, and to write from thatPlacton$59You give up: Content Score, site inventory and briefs: Placton has none of them. Claude, Perplexity and Grok run weekly.
You want a clean grade on every page, with room for a whole writing teamClearscope$129You give up: Site-wide planning and personalized difficulty. 50 tracked queries at this price, and AI tracking stops at ChatGPT and Gemini.
You want briefs, drafts and publishing in one cheap planFrase$39billed yearlyYou give up: A model of your authority across the site. The entry plan follows two AIs.
Your writers want term targets while they typeSurfer$59$49 billed yearlyYou give up: Personalized metrics. No AI tracking on the entry plan; five AIs start at $219, never with Claude or Grok.
You want the lowest price for a content scoreNeuronWriter$23You give up: Room to plan: 2 projects on the entry plan. AI tracking is an add-on, without Claude or Grok.
You brief outside writers and need every brief to look the sameContent Harmony$50You give up: Crawling and auditing your whole site, which it says it does not offer. Its pricing page does not mention AI tracking.
You run an agency and want content work and AI tracking under one loginRankability$97You give up: A trial without a card, and metrics personalized to your site, which its pricing page does not list.

Placton fills one gap, not all of them. It has no grade against Google, no inventory of your pages and no keyword research. If that is the work you pay MarketMuse for, look at the other six. If what is missing from your stack is a view of AI answers, plus a first draft built from them, start here.

MarketMuse still leads on site-wide planning. None of the six content tools here lists anything like its Personalized Difficulty, and a large library can justify the price. See when staying makes more sense.

What drives teams to a MarketMuse alternative

Its analysis still gets praise. Teams start looking for alternatives to MarketMuse because of what surrounds it, and most of that shows up on MarketMuse’s own pages.

  • You cannot see the price

    Every plan on its pricing page ends in a “Book a demo” button, even Free, and none of them shows a dollar figure. You have to talk to sales to learn whether the tool fits your budget. Here is what others report it costs.

  • You cannot start on your own

    The pricing page has a “Start my free trial” link. On it led us to a screen saying sign-up is disabled and to contact sales. So even the 10-query Free plan looks closed to new users, at least from that door.

  • The monthly caps feel tight

    Optimize gives 100 queries and 5 briefs a month for one user. Research opens up queries but stays at 10 briefs, and Strategy, the top plan, stops at 20. Eight of the nine brief types are reserved for Strategy.

  • The plan ends before the page exists

    MarketMuse tells you what to write and how much of it, and leaves the rest to you. Its homepage is plain about this: “We don’t act like or replace a CMS.” Text leaves through a Copy for Publishing button, and the generative part of Optimize helps with drafts, though the company says it does not write content for customers.

  • It takes a while to learn

    G2 lists a one-month implementation time. On Capterra, a 2022 reviewer still found parts of it confusing after more than a year, and another said it is not the friendliest tool but gets results. Those reviews are old, so test the point in a current demo.

  • Its own site is silent on AI answers

    Its homepage, plans and help center never treat ChatGPT, Perplexity or AI Overviews as places to appear. If your question has moved to what the AIs say about you, you need something else for that part, and the company that bought MarketMuse sells it separately.

MarketMuse pricing: what it costs and why no two sources agree

MarketMuse’s pricing page shows limits, not dollars. We did not ask for a quote, so here is every figure we found elsewhere, with who said it and when. Treat all of it as hearsay until a salesperson puts a number in writing.

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What each source says MarketMuse costs, with its date and who is saying it; read November 2, 2026
SourceWhat it saysDatedWho is saying it
MarketMuse’s pricing pageNo figures. Four plans, each with a “Book a demo” buttonRead November 2, 2026The vendor
G2 (opens in a new tab)Free at $0. Optimize and Strategy say “contact us”Read November 2, 2026Review site
Capterra (opens in a new tab)From $99 “per feature” a month, with a free versionRead November 2, 2026Review site
SAAGA$99, $249 and $499 a month, credited to CapterraOct 6, 2026Sells a rival tool
CollisionPaid plans from about $149 a monthAug 14, 2026Sells a rival tool
Search AtlasFrom $99 a month, for content onlyAug 12, 2026Sells a rival tool
Spike, pricing articleEstimates: about $99, $249 and $499+ a month, or about $999, $2,499 and $5,499+ a yearAug 5, 2026Sells a rival tool
Spike, alternatives articleStandard at $149 and Team at $399 a month: the same vendor, with other plan namesJun 12, 2026Sells a rival tool
The Marketing AgencyStandard at $6,000 a year and Premium at $12,000 a yearJun 9, 2026Agency selling services
ReoptimizeLast public list prices were $99, $249 and $499 a month; not published since the sale© 2026, undatedSells a rival tool
AI Central ResourcesStandard at $149, Team at $399, Premium custom“2026 Edition”Directory
Alex BirkettAfter the free version, “like $7k per year”Dec 27, 2025Blog with affiliate links
Marketing Arsenal$149 a month for one user and 100 queries, with AI writing credits on topMay 2023Blog with affiliate links
TopicFrom $179 a month, up to $999 for full accessJun 24, 2021Sells a rival tool

How to read this. The numbers that repeat are $99, $249 and $499 a month, and the sources that explain them call them old list prices. The yearly figures of $6,000 to $7,000 could be sales-led contracts or an earlier price list. Nothing we read settles it. From $99 a month ($1,188 a year) to about $7,000 a year, the figure for the entry plan alone varies about sixfold.

Why your number may differ anyway. The help center sells extra site inventories and extra tracked topics on top of a plan, with no prices. MarketMuse can also come as an add-on to a Siteimprove package. So two customers on a plan with the same name may well pay different amounts. Every alternative on this page publishes its entry price.

What each MarketMuse plan includes

The limits are public even though the prices are not. A query is spent each time you enter a focus topic into an application.

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MarketMuse’s plans with users, queries, briefs, tracked topics, applications and exports; read November 2, 2026
PlanUsersQueries a monthBriefs a monthBrief typesStrategy docsTracked topicsInventoryApplicationsExports
Free1100None0NoneNoneTopic NavigatorSaved writing only
Optimize11005Article11001 siteTopic NavigatorSaved writing, applications and Documents
Research3Unlimited10Article31,0001 siteAdds Keywords, SERP X-Ray and SERP HeatmapSaved writing, applications and Documents
Strategy5Unlimited20All 9510,0001 siteAdds Site Heatmap and ConnectSaved writing, applications and Documents

Source: MarketMuse’s pricing page and help center, read . Its page does not mention an API, integrations or refunds; its terms cover refunds.

Six questions to ask in the demo

  1. What does each plan cost, monthly and yearly, and what is the minimum term on the order?
  2. How much are extra site inventories and tracked topics? The help center sells both and gives no price.
  3. Can I buy MarketMuse on its own, or only as an add-on to a Siteimprove package?
  4. Is Siteimprove’s AI visibility tracking included, or is that a second contract?
  5. Will my login move to the Siteimprove dashboard, and when?
  6. What exactly can I export before the term ends, given that the terms promise no complete export?

Who owns MarketMuse now, and what it changes for buyers

MarketMuse was founded in 2013, and on October 8, 2024 Siteimprove announced it was buying it (opens in a new tab). MarketMuse’s own site still looks like a standalone company, with a © 2026 MarketMuse, Inc. footer and no mention of Siteimprove on its homepage or plans. The paperwork tells another story.

  • Your contract is with Siteimprove

    The agreement linked from MarketMuse’s site took effect on June 30, 2026 and replaces the old one for subscriptions formerly provided by MarketMuse, Inc. Customers did not have to sign: carrying on using the product counts as accepting it. G2 now lists Siteimprove as the seller.

  • There are two ways in

    You can book a demo on MarketMuse’s site, or, according to an undated Siteimprove FAQ, buy MarketMuse as an add-on to a Siteimprove package through your account manager. The same FAQ says logins will move to the Siteimprove dashboard over time. We could not tell how far that has gone.

  • The AI tracking sits with the owner

    Siteimprove.ai Search says it tracks how a brand appears across answer engines, naming Google AI Overviews, ChatGPT, Perplexity and Gemini, with share of voice against rivals and traffic from AI. It shows no price and does not name MarketMuse. We could not confirm that MarketMuse customers get it.

  • The MarketMuse name is fading at the owner

    Siteimprove’s old MarketMuse address now opens a page about Siteimprove.ai Content Strategy agents, which map your content and produce plans and briefs, and it never uses the name MarketMuse. Public release notes end in February 2024. None of that proves the product has stopped, but it is worth asking about before a long commitment.

The accurate sentence, then: MarketMuse’s own site does not mention tracking AI answers, and its owner sells that separately. Lists that say “MarketMuse does not track AI” are right about its website and leave out the rest. If you already use Siteimprove, ask for both in one quote before you switch.

7 MarketMuse alternatives: price, fit and trade-off

Each card says what the tool stands in for and what you lose. Prices are what each maker’s own page showed on , and the G2 and Capterra figures are from that day too. We read those pages and did not sign up.

  • AI answer tracker with a writer

    PlactonOur product

    $59/ month

    Or $602 a year, which works out to $50.17 a month. Growth costs $129, Scale $299, and agencies pay per client.

    Best for: Teams who already know how to plan content and now need to see what AI answers say about them: who gets named, which pages get cited and where they are absent. From there it writes an article or a ranking for that exact question.

    Weak point: It is no MarketMuse for Google: no Content Score, inventory, keyword research, briefs, API or data exports. Claude, Perplexity and Grok run weekly, through their APIs.

    Stands in for
    Nothing MarketMuse sells on its own site. It adds the view of AI answers, plus first drafts.
    Includes
    Starter: 20 prompts, 5 texts a month, 2 members. Growth: 75, 15, 10. Scale: 250, 40, no limit on members.
    AIs tracked
    ChatGPT, Google AI Overviews, Claude, Perplexity and Grok. The first two daily*, the other three weekly.
    Free trial
    7 days without a card: 10 prompts and 1 text. It ends by itself, with no charge.
    Connects to
    Nothing: you copy a text or export it to HTML, Markdown or Word.

    See Placton’s plans in full

  • Content editor for teams

    Clearscope

    $129/ month

    Then $399, and custom.

    Best for: Editorial teams who want page grades and reports without learning a planning suite. Users and projects are unlimited on every plan, against 1 to 5 users on MarketMuse.

    Weak point: Nothing like Personalized Difficulty or an inventory appears on its pricing page. Extra tracked queries cost $6.50 each a month on Essentials, which adds up fast.

    Stands in for
    Optimize and its Content Score, for page-level work
    Includes
    50 or 300 queries, 20 drafts, unlimited users
    AIs tracked
    ChatGPT and Gemini on its pricing page; its Track page also lists Claude and Google
    Free trial
    14 days; terms not stated
    Connects to
    Google Docs and Word add-ins, according to SAAGA in October 2026; its pricing page does not list them
    Reviews
    4.9 from 92 on G2 (opens in a new tab)

    Per its pricing page, read November 2, 2026Clearscope’s own alternatives, compared

  • Editor and AI tracking

    Frase

    $39/ month

    Billed yearly. $49 appears struck through, which looks like the monthly price. Larger plans: $103 and $239 billed yearly.

    Best for: The cheapest way to get research, a draft, SEO and GEO scores and publishing in one place. It posts to WordPress, Webflow, Sanity and Wix, which MarketMuse says it does not do.

    Weak point: Its audit counts pages (50, 250 or 1,000 a month) and lists no site-wide authority score. Claude and Gemini tracking waits for Scale, at $239 billed yearly.

    Stands in for
    Optimize and part of the briefs, not the inventory
    Includes
    10, 40 or 100 articles, 20, 50 or 75 prompts; publishes to WordPress, Webflow, Sanity and Wix
    AIs tracked
    By plan: ChatGPT and Google AI, then Perplexity, then Claude and Gemini on Scale; Grok on Enterprise
    Free trial
    7 days, no card, 5 articles
    Connects to
    WordPress, Webflow, Sanity and Wix, plus API, MCP and CLI requests on every plan
    Reviews
    4.8 from 311 on G2 (opens in a new tab)

    Per its pricing page, read November 2, 2026Frase’s own alternatives, compared

  • Content editor and AI tracker

    Surfer

    $59/ month

    $49 billed yearly, with no AI tracking. Standard at $119 tracks ChatGPT weekly; Pro at $219 tracks five AIs daily.

    Best for: Writers who spend the day in an editor and want term targets as they type. Higher plans add internal links and cannibalization checks, so it covers more of the SEO job than most here.

    Weak point: AI tracking is the catch: none on Discovery, ChatGPT weekly on Standard at $119, five AIs from Pro at $219, and never Claude or Grok. Its trial asks for payment details.

    Stands in for
    Optimize, and part of Research through its Topical Map and keyword research
    Includes
    120 to 360 documents a year, a live Content Score, WordPress and Google Docs from Standard
    AIs tracked
    ChatGPT, Perplexity, AI Mode, AI Overviews and Gemini, by plan; no Claude or Grok
    Free trial
    7 days of Pro, with payment details
    Connects to
    WordPress and Google Docs from Standard; API and Zapier on its top self-serve plan
    Reviews
    4.8 from 546 on G2 (opens in a new tab)

    Per its pricing page, read November 2, 2026Surfer’s own alternatives, compared

  • Content editor

    NeuronWriter

    $23/ month

    Then $45, $69, $93 and $117. Yearly billing gives 2 months free.

    Best for: Solo SEOs and small sites that want a content score and AI writing help. Its entry price is under a quarter of the lowest figure anyone reports for MarketMuse.

    Weak point: The entry plan holds 2 projects, and API access starts on the $69 plan. AI monitoring is an add-on whose price appears only once you log in.

    Stands in for
    Optimize, on a tight budget
    Includes
    25 to 150 documents, 2 to 50 projects, 5 to 20 AI questions
    AIs tracked
    Google, AI Overviews, AI Mode, ChatGPT and Perplexity, through an add-on
    Free trial
    7 days once you register; refund within 30 days
    Connects to
    Search Console, WordPress and Shopify from the $69 plan, along with its API and MCP
    Reviews
    4.9 from 17 on Capterra (opens in a new tab); 31 reviews on G2

    Per its pricing page, read November 2, 2026

  • Briefs and workflows

    Content Harmony

    $50/ month

    Then $99, $199, $299, $599 and $799. Enterprise from $1,000. About 10 to 16% less billed yearly.

    Best for: Teams who hand briefs to freelancers and need them consistent. One workflow bundles a keyword report, a brief and a grader, and the $10 trial has no time limit and no automatic billing.

    Weak point: By its own account it does not crawl or audit your whole site, and its pricing page says nothing about AI tracking. Pricing runs per workflow, so volume sets the bill.

    Stands in for
    The briefs, with a grader on top
    Includes
    5 to 150 workflows a month, each with a keyword report, a brief and a grader; unlimited users and projects; credits last 90 days
    AIs tracked
    Not mentioned on its pricing page
    Free trial
    $10 for 10 workflows, no time limit, no automatic billing
    Connects to
    An API and integrations appear on its menu; we did not check them plan by plan
    Reviews
    22 reviews on G2; we could not read the score

    Per its pricing page, read November 2, 2026

  • Content and AI tracking for agencies

    Rankability

    $97/ month

    Then $297 and $497. Yearly billing is $970, $2,970 and $4,970.

    Best for: Agencies who want content work and AI tracking on one login, with unlimited clients and seats. It has the widest list of AIs on this page, refreshed daily on every plan.

    Weak point: A card is required for the trial, which covers monthly plans only. Its pricing page lists no metrics personalized to your site, so it does not replace the inventory.

    Stands in for
    Optimize and the briefs, plus a separate AI tracker
    Includes
    20, 80 or 160 content projects, 100, 300 or 500 AI queries, unlimited clients and seats, API and MCP
    AIs tracked
    11 on every plan, daily: ChatGPT, AI Mode, AI Overviews, Claude, Perplexity, Gemini, Grok, Copilot, Brave AI, DeepSeek and Meta AI
    Free trial
    7 days, card required, monthly plans only
    Connects to
    API and MCP

    Per its pricing page, read November 2, 2026

* On paid plans. ChatGPT is read on chatgpt.com in every country Placton tracks except Venezuela and Puerto Rico, where it is asked weekly through its API.

Other names on these lists

Semrush came up in three of the four AI answers below. It is a whole SEO suite rather than a content planner, and MarketMuse publishes its own comparison with it. If that is the direction you are leaning, here is how its AI toolkit compares. Ahrefs, named by Perplexity, is the same kind of choice, and its Brand Radar has its own page here.

Topic is a lighter tool for briefs, at about $10 a brief on its entry plan, and it publishes a MarketMuse alternatives list of its own. Scalenut, named by ChatGPT and Google, leads on annual offers that sit well below its monthly list prices, so read both. Siteimprove itself appears on some lists, which is odd given that it owns MarketMuse, and it suits larger organizations that also want accessibility on one contract. Outranking, Dashword, WriterZen and RankIQ also turn up on these lists. We did not read their pricing pages, so we leave them out here.

Which AIs each MarketMuse alternative tracks, plan by plan

“AI visibility” on a homepage can mean one AI on the plan you can afford. None of the pages we read for this search lays this out, so here it is, read on from each tool’s pricing page. Placton is first because this is the job it was built for.

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Which AIs each MarketMuse alternative tracks on each plan, with price and prompts; read November 2, 2026
Tool and planPrice a monthPromptsChatGPTGoogle AI OverviewsPerplexityClaudeGrokGeminiGoogle AI Mode
PlactonStarter, Growth, Scale$59, $129, $29920, 75, 250Daily*DailyWeeklyWeeklyWeeklyNoNo
RankabilityStarter, Agency, Agency Pro$97, $297, $497100, 300, 500DailyDailyDailyDailyDailyDailyDaily
FraseStarter$39 billed yearly20DailyDailyNoNoNoNoNo
FraseProfessional$103 billed yearly50DailyDailyDailyNoNoNoNo
FraseScale$239 billed yearly75DailyDailyDailyDailyNoDailyNo
FraseEnterpriseCustomCustomDailyDailyDailyDailyDailyDailyNo
SurferDiscovery$59NoneNoNoNoNoNoNoNo
SurferStandard$11925WeeklyNoNoNoNoNoNo
SurferPro$21950DailyDailyDailyNoNoDailyDaily
ClearscopeEssentials, Business. Per its pricing page; its Track page adds Claude and Google$129, $39950, 300YesNoNoNoNoYesNo
NeuronWriterAdd-on to any plan$23 plus the add-on5 to 20YesYesYesNoNoNoYes
Content HarmonyAll plansFrom $50Not mentionedNoNoNoNoNoNoNo
MarketMuseAll plansNot publishedNot mentioned on its siteNoNoNoNoNoNoNo
Siteimprove.ai SearchSold by demoNot publishedNot statedYesYesYesNoNoYesNo

* On paid plans. ChatGPT is read on chatgpt.com in every country Placton tracks except Venezuela and Puerto Rico, where it is asked weekly through its API. Yes means the page lists it without saying how often. Frase writes “Google AI” without saying Overviews or AI Mode, and adds Copilot and DeepSeek on Enterprise. Rankability also lists Copilot, Brave AI, DeepSeek and Meta AI. NeuronWriter’s add-on price shows only after you log in. Surfer also sells a tracker alone at $95, with 50 prompts and the same five AIs as Pro. Siteimprove’s list comes from its Search page, which says “including”.

What it shows. Under $100 a month, two tools cover both Claude and Grok: Placton at $59 and Rankability at $97. Placton costs less to start. Rankability gives more queries, refreshes everything daily and lists more AIs, so if volume and Gemini matter more to you than the price, it is the stronger choice.

The content tools are catching up unevenly. Frase adds AIs as you climb its plans, Surfer jumps from ChatGPT alone to five at $219, and Clearscope names the same two AIs on every plan of its pricing page, though its Track page lists four. Content Harmony’s pricing page does not bring the subject up. If AI tracking is why you are moving, compare at the plan you would really buy.

What about $120 a month buys across these MarketMuse alternatives

Every vendor counts something different, which makes prices hard to compare at a glance. Here is the plan closest to that budget in each tool, in the units the vendor itself uses.

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What the plan closest to $120 a month includes in each MarketMuse alternative; read November 2, 2026
Tool and planA monthContent workAI trackingUsers
PlactonGrowth$12915 written texts a month75 prompts on five AIs10
ClearscopeEssentials$12950 tracked queries, 50 pages, 20 drafts a monthThose 50 queries, on ChatGPT and Gemini per its pricing page; four engines per its Track pageUnlimited
SurferStandard$119360 documents a year, about 30 a month25 prompts on ChatGPT, weekly3
NeuronWriterIts largest plan$117150 documents, 50 projects20 questions, more through an add-onUnlimited
FraseProfessional$103 billed yearly40 articles, 250 audit pages50 prompts on three AIs3 seats, more at $29
Content HarmonyStandard 12$9912 workflows, each with a report, brief and graderNot mentionedUnlimited
RankabilityStarter$9720 content projects100 queries on 11 AIs, dailyUnlimited
MarketMuseOptimizeAbout $99, if the reports are right5 briefs, 100 queries, 1 site inventoryNot mentioned1

A document, an article and a workflow are not the same thing, so read across with care. On volume of documents, NeuronWriter gives you the most by a distance. For seats, Clearscope, Content Harmony and Rankability set no limit. On AI tracking, Rankability leads on volume and on the number of AIs, and Placton comes second on prompts, with texts written from those answers in the same plan. MarketMuse sits in the table on a reported price only: if the figure on your quote is higher, the gap grows.

MarketMuse vs Clearscope, Frase and Surfer

These three are the MarketMuse competitors you will hear about most: all four AIs we asked named them. Here is where each one is ahead and where it is not, on what their pages say.

  • MarketMuse vs Clearscope

    Clearscope is ahead on: A price you can read ($129 and $399), unlimited users and projects, and AI tracking on ChatGPT and Gemini in every plan. Its page also promises no contracts, free onboarding and exports with no strings attached.

    MarketMuse is ahead on: Seeing the whole site at once. MarketMuse keeps an inventory of your pages and topics up to date by itself and scores each topic for your domain, with nine brief types on Strategy. Clearscope counts tracked queries and pages: 50 or 300 of each.

    Pick Clearscope if the job is getting drafts right. Stay with MarketMuse if the job is deciding what to write next across hundreds of pages.

  • MarketMuse vs Frase

    Frase is ahead on: Cost and reach. $39, $103 or $239 a month billed yearly buys 10, 40 or 100 articles, SEO and GEO scores, an agent that drafts and can publish, and 20 to 75 AI prompts. A Capterra reviewer who used both in 2022 found Frase much easier to work with.

    MarketMuse is ahead on: Depth of planning. Frase’s site work is an audit measured in pages, with no personalized difficulty on its pricing page. MarketMuse’s Research application returns up to 1,000 keywords and 100 questions per topic, with heatmaps of the pages that rank.

    Pick Frase if a small team wants one tool from research to publishing. Stay if your planners live inside the research applications.

  • MarketMuse vs Surfer

    Surfer is ahead on: Writing in the moment. Live guidance on terms and structure, WordPress and Google Docs from Standard, and an AI tracker of its own, on a ladder from $59 to $219 and up that anyone can read.

    MarketMuse is ahead on: Planning from your own authority. Surfer offers a Topical Map, but no equivalent of Personalized Difficulty on its pricing page. MarketMuse also warns in its help center that repeating a term a set number of times will not lift a page, and treats its target score as a minimum.

    Pick Surfer if your writers open an editor every day. Here is how Surfer’s own alternatives compare.

The MarketMuse alternatives that AI answers actually name

On we put “best MarketMuse alternatives” to ChatGPT, Google AI Overviews, Perplexity and Grok with Placton’s own engine, once each, from the United States, in English. Claude was not part of this reading. None of the pages we read for this search publishes this.

  • 3

    tools named by every AI we asked: Surfer, Frase and Clearscope.

  • 8

    names that came up in just one answer. Grok alone accounts for four of them.

  • 4 of 9

    names in Grok’s answer were vendors whose own MarketMuse page it cited.

  • 0

    answers named Siteimprove, which owns MarketMuse and sells AI tracking.

“best MarketMuse alternatives”

Asked . Each number is where that AI placed the tool in its answer.

Which tools each of the 4 AIs named for “best MarketMuse alternatives”, and in what order, on November 2, 2026
ToolChatGPTGoogle AI OverviewsPerplexityGrokAIs
SurferNamed 1Named 1Named 2Named 14
FraseNamed 2Named 3Named 3Named 44
ClearscopeNamed 3Named 2Named 4Named 64
SemrushNamed 6Not namedNamed 1Named 83
Content HarmonyNamed 7Not namedNamed 6Named 73
NeuronWriterNamed 4Named 4Not namedNot named2
ScalenutNamed 5Named 6Not namedNot named2

Only one AI named: HarperFlow (Grok), Rankability (Grok), Ahrefs (Perplexity), Topic (Google), Trakkr (Grok), Writesonic (Google), InLinks (ChatGPT), Reoptimize (Grok).

Where the names come from. ChatGPT linked its eight picks to each tool’s own site. Grok leaned on the vendors’ comparison pages: HarperFlow, Rankability, Trakkr and Reoptimize each appear in its answer with their own page as the source. Perplexity drew on 18 sites, mostly directories and lists. So what a vendor publishes about a rival can end up in the answer, and tracking who gets cited is how you see it happen.

Small changes, different sources. Google’s answer cited 6 pages. Earlier that same day, the near-identical search without “best” got an AI Overview citing six other pages, with none in common. Only 4 of the 38 sites in this reading were cited by more than one AI, which is a good reason not to trust any single run.

Check the details at the source. Google’s answer calls Frase a free-tier option, while Frase’s pricing page offers a 7-day trial and no free plan. Treat these answers as a shortlist, and take prices and limits from the maker.

Read it as one day’s result. Each AI answered once, and that shows what came up then, nothing more. That is why Placton repeats each question and explains how it deals with the margin of error.

Every site each AI citedShow

“best MarketMuse alternatives”

  • ChatGPT

    Surfer, Frase, Clearscope, NeuronWriter, Scalenut, Semrush, Content Harmony, InLinks, eesel, Rankite, toollers.com, stackhyre.com

    Its search also returned, without citing them: capterra.com, g2.com, itechguides.com, searchsagar.com, ContentForce, marketraa.com, outmano.com, AllAble.

  • Google AI Overviews

    aicentralresources.com, medium.com, Yahini, SEO Autopilot, Topic, softwareadvice.com.au
  • Perplexity

    capterra.com, g2.com, outmano.com, eesel, tooljunction.io, theStacc, toolradar.com, softwaresuggest.com, costbench.com, startuphub.ai, alexbirkett.com, getapp.co.uk, findstack.com, thecmo.com, Blazehive, MarketMuse, Content Harmony, Clearscope
  • Grok

    HarperFlow, Trakkr, Rankability, brightseotools.com, Reoptimize, tooljunction.io

In bold, sites cited by more than one AI for that question.

The method behind this reading

  • ChatGPT: read on chatgpt.com, logged out, with web search on, with gpt-6.
  • Google AI Overviews: the AI Overview Google shows above its results.
  • Perplexity: asked through its API, which always searches, with sonar.
  • Grok: asked through its API with live web search, with grok-4.3.

We sent the question with no brand and no instructions. Names went through the same reader the product uses, and we then checked them by hand against each answer, merging Surfer SEO into Surfer and leaving out MarketMuse itself. Google’s answer put Scalenut and Writesonic together on one line, and we counted both.

Where MarketMuse wins and where Placton does

These are two different jobs, so the score alone says little. Placton takes 8 rows, on AI answers, openness about price and seats. MarketMuse takes 8, nearly all on planning for Google. The other 5 depend on what you do.

Scroll sideways to see every column.

MarketMuse and Placton on each point a buyer weighs, and which one leads; read November 2, 2026
RowMarketMusePlactonBetter
What AI answers say about youNot mentioned on its site. Siteimprove sells tracking separately, by demoChatGPT, Google AI Overviews, Claude, Perplexity and Grok: the full answer, your position and the tone, on every planPlacton
Pages the AIs citeNot mentioned on its siteEach URL and site, how often it comes up, and whether it is yours or a rival’sPlacton
A price you can seeNone. Paid plans lead to a demo$59, $129 and $299 a month, 15% less on yearly billingPlactonOn openness. Whether it undercuts your quote, nobody can say yet.
Getting startedThrough sales: sign-up was disabled when we looked7 days with no card, 10 prompts and 1 textPlacton
Seats1, 3 or 5 users2, 10 or unlimitedPlacton
Several clients or sitesOne site inventory per plan. More are bought on top, with no public priceAgency plan: $15 per client plus prompts from $1.60, $77 at the smallest. No white label or combined dashboardPlactonOn clarity.
Languages and countriesEnglish and Spanish, with Google results from 18 countries7 languages and 40 countries, one pair per workspacePlacton
Drafting a textA generative part in Optimize. The company says it does not write for customersAn article or a ranking in 1 or 2 minutes, from what the AIs answer and cite: 5, 15 or 40 a month, with gaps marked where only you know the factsPlactonOn paper. We know of no side-by-side test.
Where the work startsA focus topic and its topic modelA question someone asks an AIIt dependsPlanning for Google, or answers from AI.
Advice on what to do nextA personalized plan of what to create or update3, 5 or 8 tasks a week, question by questionIt dependsSame split: Google or AI answers.
Watching rivalsContent gaps against their pagesHow up to 25 rivals rank inside AI answersIt dependsDifferent questions, both useful.
Getting text to your siteCopy for Publishing, then pasteCopy it, or download HTML, Markdown or WordIt dependsNeither connects to a CMS.
APINot mentioned on its plansNoneIt dependsNothing to separate them on what we read.
A grade inside the textContent Score against a target taken from rival pagesA coverage figure from 0 to 100, measured against the pages AIs cite. It does not forecast citationsMarketMuse
Topic modelingA patented Topic Model behind every applicationNoneMarketMuse
Site inventoryPages and topics tracked by itself, with room for 100 to 10,000 topicsNone. A free 18-point audit looks at your AI readiness insteadMarketMuse
Metrics about your domainPersonalized Difficulty, Topic Authority, Competitive Advantage and Page AuthorityNoneMarketMuse
Keyword and SERP researchUp to 1,000 keywords and 100 questions per topic, SERP X-Ray and heatmapsNone to browse. The Writer reads the top of Google on its ownMarketMuse
Content briefs5, 10 or 20 a month, with nine types on StrategyNo briefs. You get the text itselfMarketMuse
Getting data outExcel exports, application by applicationWriter texts only. No CSV, PDF or reportsMarketMuse
Track recordFounded in 2013, 4.6 from 216 reviews on G2Launched in October 2026, with no public reviews so farMarketMuse

MarketMuse: its pricing page, help center and terms, and G2, read . Placton: pricing page and how we measure.

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What Placton shows that MarketMuse’s pages do not

MarketMuse starts from topics and your site. Placton starts from the question someone types into an AI. Here are three screens from the dashboard, filled in with the reading above.

Where you are missing

One view of every question against every AI

Your questions run down the side and the AIs across the top, worst gaps first. The color gives you the share of answers that bring you up: red for none, orange for under half, green for half or more.

Any count opens the answers behind it, so you can read who took your place and start a text for that question from the same row. Rankability sells a MarketMuse alternative and came up in one answer of four, which is exactly the kind of thing this screen makes obvious.

Real data: this view as it would look for Rankability on this page’s question, one reading per AI, November 2, 2026.

Improvements

Tasks tied to the pages that decide the answer

A week brings 3 tasks on Starter, 5 on Growth and 8 on Scale, drawn by code from a closed list of 17 actions. Each one shows the pages behind that question, which of them mention you or a rival, and how much evidence supports the advice.

Later on it reads those pages again to see whether anything moved. Keep expectations modest: the method page explains what the evidence supports, and the outreach stays in your hands, because Placton contacts nobody for you.

Example task, set up by hand to show the format, as if for a new tool in this category. The pages are real: cited in the answers above and read on November 2, 2026.

Writer

A draft that starts from the answers

Choose a question, then ask for an article or a ranking. The Writer looks at what the AIs answered, the pages they cite and what they search behind the scenes, along with the top of Google and your own site. Facts only you hold stay as marked gaps, so it makes up no figures or customers. In a ranking your brand comes first, with a visible notice that you are the publisher.

You get the text in 1 or 2 minutes, edit it on the page, and copy it or take it away in HTML, Markdown or Word. You get 5, 15 or 40 texts a month by plan, and 1 in the trial. It is not a brief and not a Content Score, and no text can promise that an AI will name you.

Made-up text, to show the format. The dashed gap marks the fact you would supply.

Free MarketMuse alternatives: what is actually free

Searches for a free MarketMuse alternative end in trials, whatever the headlines say. Some lists call Frase free, for instance, while its pricing page offers a 7-day trial. Here is what each tool really gives you without paying.

Scroll sideways to see every column.

What each MarketMuse alternative gives for free, its limit and what it asks for; read November 2, 2026
ToolWhat you get for nothingThe limitTo get in
Placton, free toolsAn AI-readiness audit (18 checks), a crawler checker and an llms.txt checkerYour site’s readiness, not what the AIs answerNo account at all
Placton, trial7 days of tracking and the Writer10 prompts and 1 textNo card
MarketMuse, Free plan10 queries a month in Topic Navigator1 user, no briefs, no inventory, no tracked topicsSign-up was disabled when we looked; customers can downgrade to it
Clearscope14-day trialNot detailed on its pricing pageNot stated
Frase7-day trial with Professional’s features5 articles and 50 audit pagesNo card
Surfer7 days of ProTurns into a paid plan unless you cancelPayment details required
NeuronWriter7 days on the terms of its Gold planFirst plan refundable within 30 daysAccount required
Content Harmony10 workflows for $10No time limit, no automatic billingA $10 payment
Rankability7-day trial of a monthly planLimited usage, then the plan’s priceCard required

If your budget really is zero. You can rebuild the simple version of an inventory by hand: export your pages and queries from Google Search Console into a spreadsheet, and mark what ranks, what slipped and what is missing. It takes hours rather than minutes, which is the time MarketMuse charges to save. Paste the top results for a topic into a chatbot and you get a rough brief as well.

For the AI side, ask the AIs yourself, then use the free AI visibility checker, the 18-point audit and the AI crawler checker to find out whether AI systems can read your site in the first place. One manual run is noisy, as the reading above shows, but it costs nothing and tells you if there is a problem worth paying to track.

Is MarketMuse worth it? What its buyers say

For a large library, plausibly. For a small team that mostly needs drafts, the evidence points elsewhere. The reviews we could read lean old, so give them the weight they deserve.

The scores. G2 (opens in a new tab) shows 4.6 out of 5 from 216 reviews and Capterra (opens in a new tab) 4.6 from 28, with 4.2 for value for money. On G2, Clearscope, Frase and Surfer score slightly higher, at 4.9, 4.8 and 4.8. Capterra says 88% of its MarketMuse reviewers are small businesses, and the reviews we read there mostly date from 2019 to 2022, before the sale. We read G2’s score and count, not the text of its reviews.

What buyers praise. Finding what a page misses against the ones that rank, which entities to add, and topic research that throws up ideas other tools miss. One says it helped most on older posts it updated. Those are self-reported results, like the traffic gains in the testimonials on MarketMuse’s homepage, and we could not check any of them.

What they complain about. Cost first. Then usability, with one reviewer who found the tool much harder than Frase. Credits came up as expensive in older reviews, although the current pricing page does not mention credits at all. Others mention stray term suggestions, plan and price changes, and a trial that got in the way. Separately, a review from The Marketing Agency, which sells its own services, reports slow reports and a crowded dashboard.

Who gets their money’s worth. MarketMuse aims Strategy at agencies and at mid-market and enterprise teams publishing a lot of content, whose manual audits take weeks. Spike, which sells a rival, says the value only compounds from about 5,000 pages. Alex Birkett, who earns from affiliate links, thinks it suits those with budget who want to consolidate, and that point tools do specific jobs better. All of that matches the plan table: the caps make little sense for a few posts a month, and the inventory is wasted on a small site.

What a Content Score does not tell you. It measures how well a page covers a topic model. MarketMuse’s own help center says a set number of mentions will not improve your ranking, and it treats the target score as a minimum. Whichever grader you choose, read the number as a checklist of coverage rather than a forecast.

Reasons to keep MarketMuse

Leaving has a real cost, and you may find the right move is no move at all. Stay if:

You plan from a library of hundreds of pages

The inventory is the product’s reason to exist: it lists your pages and topics by itself and flags what to fix first. None of the six content tools here lists an equivalent on its pricing page, and Placton has none either.

You decide using Personalized Difficulty

A score from 1 to 100 for how hard a topic is for your domain, not for an average site, with Competitive Advantage next to it. If your calendar is built on those numbers, moving means rebuilding how you prioritize.

You brief many content formats

Strategy has nine brief types, from comparisons and how-tos to local and news pages. None of the pricing pages we read advertises that range.

Your researchers live in its applications

Topic Navigator, SERP X-Ray, the heatmaps and Connect’s link suggestions take time to learn, and that time is already spent. Reviewers keep singling out the research.

You already pay Siteimprove

MarketMuse comes as an add-on to its packages, so accessibility, analytics, AI tracking and content strategy could sit on one contract. Ask for a single quote before you compare anything on this page.

You need raw data in spreadsheets

Research exports keyword, SERP and linking data to Excel. Placton lets you export the texts it writes, and none of its data. If your reports run on exports, keep that in mind.

Leaving MarketMuse: what to export first

Do it in this order. Most of what you would miss sits in saved documents and inventories, and one of those deletions cannot be undone. All of this comes from MarketMuse’s terms and help center, except the last two steps, which are our advice.

  1. Read your order and find the admin

    Its terms set a one-month term unless your order says otherwise, renewing by itself, with prepaid fees that are not refunded. Only an account admin can change the subscription, so find out who that is and when the term ends.

  2. Export while you are still paying

    Exporting is your job before the term ends: the terms offer no complete export and say it varies by module. In the Research applications, export what is on screen or what you select. Optimize has an Excel option. Content Strategy documents, Plans and briefs export whole. The Free plan exports only saved writing.

  3. Do not delete an inventory yet

    The help center warns that removing an inventory deletes all its data and cannot be undone. Export first. Budget for several sittings too, because each export is limited to your current view, which the help center puts at hundreds of keywords.

  4. Choose between downgrading and closing

    You can drop to the Free plan yourself under Settings, then Subscription. Closing the account altogether goes through support. You keep access until the paid term ends and then it stops at once, so finish your exports first.

  5. Run a replacement on pages you know

    Take two or three pages you already scored in MarketMuse and run them through Frase (7 days, no card), Clearscope (14 days) or NeuronWriter (7 days). You know how those pages performed, so you can judge the advice. Keep both tools open while you do it.

  6. Turn your best topics into questions

    To add the AI view, write your top topics the way a buyer would ask them and add those to Placton with your site and your rivals. Nothing imports from MarketMuse, so this part is by hand, and the first answers arrive the same day.

Which MarketMuse alternative to pick: the short version

Start from the job. If the gap is what AI answers say about you, and you want drafts built from them, pick Placton from $59. For page grades with a whole team, Clearscope at $129. For research to publishing on a budget, Frase from $39 billed yearly. For live term targets, Surfer from $59. For the lowest price, NeuronWriter at $23. For repeatable briefs, Content Harmony from $50. For an agency that wants both halves, Rankability from $97.

If you plan across hundreds of pages from a metric built on your own domain, none of these MarketMuse alternatives replaces that, so get a written quote and stay. And whichever you choose, no tool on this page can promise that a page will rank or that an AI will name you. What they can do is show you where you stand.

MarketMuse alternatives: your questions answered

About Placton itself? Read the full FAQs or see every plan and price.

What is the best MarketMuse alternative?

That depends on which job you are replacing. To see what AI answers say about your brand and write from them, Placton from $59 a month. To grade pages, Clearscope at $129. For briefs, drafts and publishing on a budget, Frase from $39 billed yearly. For live term guidance, Surfer from $59. None of them copies MarketMuse’s site-wide planning. Prices read on November 2, 2026.

Is there a free MarketMuse alternative?

Not a full one. None of the seven tools on this page has a free-forever plan for its main job. The nearest things are trials: Frase gives 7 days with no card, Clearscope 14 days, and Content Harmony 10 workflows for $10. For the AI side, Placton’s 18-point audit needs no account and its 7-day trial needs no card.

Run the free audit

How much does MarketMuse cost?

MarketMuse publishes no paid prices: its plans end in a demo button. Capterra lists a start of $99 a month. Other sites report $99, $249 and $499 a month, or $149 and $399, or $6,000 to about $7,000 a year, and most of them sell something else. Only a written quote settles it.

Every figure, with its source and date

Does MarketMuse have a free plan or a free trial?

Its pricing page lists a Free plan with 1 user, 10 queries a month and no briefs, plus a free trial link with no terms. On November 2, 2026 that link led to a screen saying sign-up is disabled and to contact sales. Existing customers can still drop to Free, according to its help center.

Who owns MarketMuse?

Siteimprove, which announced the deal on October 8, 2024. Since June 30, 2026 MarketMuse subscriptions run under terms with Siteimprove, and G2 names Siteimprove as the seller. MarketMuse is also offered as an add-on to Siteimprove packages.

What that changes for buyers

Does MarketMuse track AI answers?

Its website, plans and help pages do not mention tracking what ChatGPT, Perplexity or AI Overviews say. Its owner does: Siteimprove says Siteimprove.ai Search tracks brands on Google AI Overviews, ChatGPT, Perplexity and Gemini, among others, with no public price. We could not confirm whether MarketMuse customers get that.

What AI does MarketMuse use?

Two kinds. Its topic model and scoring, which it says it has used for more than ten years and has patented, and generative features in Optimize. Its terms say AI features run on outside providers, including OpenAI and Amazon Bedrock, and that the data you submit goes to them. Check that with your legal team if it matters.

What is the cheapest MarketMuse alternative?

NeuronWriter, at $23 a month or $230 a year, for a content score and AI writing help. Frase starts at $39 billed yearly and Content Harmony at $50. To track AI answers from the first plan, Placton starts at $59. MarketMuse’s own price is not public, so none of these can be compared with it directly.

Is Placton a replacement for MarketMuse?

Only in part. Placton does not score pages against Google, audit your content library or give you keyword research. It shows what five AIs answer, names who they recommend and cite, and writes from that. If what you are missing is that view, it fits. If you need planning for Google, it does not.

MarketMuse vs Clearscope: which is better?

Clearscope for grading drafts with a whole team: a published $129 price, unlimited users, and AI tracking: ChatGPT and Gemini on its pricing page, four engines on its Track page. MarketMuse for planning across a large site, thanks to its inventory and personalized metrics. Most teams only need one of those two jobs done.

MarketMuse vs Frase: which is better?

Frase if you want research, a draft, scores and publishing for $39 a month billed yearly. MarketMuse if you want deep research applications and metrics built on your own domain. Frase also tracks AI answers on its own plans; MarketMuse’s site does not mention doing so.

MarketMuse vs Surfer: which is better?

Surfer if your writers want live term targets in an editor, from $59 a month. MarketMuse if the question is what to write across a library, not how to finish one article. Surfer’s tracker also covers five AIs from $219, though not Claude or Grok.

Can ChatGPT or Claude replace MarketMuse?

For one brief, often yes: give it the pages that rank and ask what is missing. What they do not do is hold an inventory of your site, keep your tracked topics or work out how hard a topic is for your domain, and that is what the paid plans sell. Across hundreds of pages you still need a tool or a lot of spreadsheet work.

Is MarketMuse worth it?

It can be for a team with a large library that plans from it every month. Buyers praise the research and gap analysis, and complain about cost and the learning curve. It scores 4.6 on G2 and on Capterra, with 4.2 for value on Capterra, and many of the reviews we could read are several years old.

What buyers say, in more detail

Who are MarketMuse’s main competitors?

Surfer, Frase and Clearscope: all four AIs we asked named those three. Content Harmony and Semrush came up in three answers. On planning across a whole site few tools try, and its owner, Siteimprove, now also sells Content Strategy agents under its own name.

What languages does MarketMuse support?

English and Spanish, according to its help center and G2, and it reads Google results from 18 countries. It says its topic model may work in other languages but has not verified that. Placton measures in 7 languages and 40 countries, one pair per workspace.

Did you use these tools before writing this?

No. We read each maker’s pricing page, and MarketMuse’s help center and terms, on November 2, 2026, and we asked the AIs with Placton’s own engine. We did not use any of these apps or ask MarketMuse for a quote, and we could not read Reddit or Trustpilot. Plans move fast, so confirm any figure on the maker’s own page.

Our sources, page by page

Each claim about MarketMuse and the other tools traces back to one of these. Read on unless a note gives another date.

MarketMuse’s site, read on November 2, 2026

  • Its plans page, including the plan table in the HTML
  • Its homepage and its AI Content Strategy page (marked “Coming soon”)
  • Its sign-up screen, opened in a browser
  • Its Subscription Services Agreement (effective June 30, 2026)
  • Its note on the Siteimprove agreement (2024)

MarketMuse’s help center, read on November 2, 2026

  • Data Exports and Reports (updated January 28, 2025)
  • Exporting Data (updated January 28, 2025)
  • Supported Browsers, Languages, and Countries (updated January 9, 2025)
  • Managing Your Membership and Payment Methods (updated January 9, 2025)
  • How to Manage Inventories (updated September 20, 2024)
  • How to Purchase More Topics (updated January 10, 2025)
  • Optimize and Research application overviews (updated January 9, 2025)
  • Platform updates (newest entry February 2024)

Siteimprove, read on November 2, 2026

  • Its press release on the deal (October 8, 2024)
  • Its Siteimprove + MarketMuse page and FAQ (undated)
  • Its Search (SEO/AEO) page
  • Its Content Strategy page

Other people

Other tools’ pricing pages, read on November 2, 2026

  • Clearscope
  • Frase
  • Surfer
  • NeuronWriter
  • Content Harmony
  • Rankability

What we could not read

  • Reddit (not open to our tools, and it is where the frankest buyers post)
  • Trustpilot (its page blocked us)
  • The text of G2’s reviews (we saw the score and the count)
  • Any paid dashboard (we did not sign up to any tool on this page)

By the Placton team. Last reviewed .

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