MarketMuse vs Frase: 2 SEO Graders Compared 2026

A content grader is software that scores a URL or brief against a topic so an editor knows which terms, questions, and entities to add before publish. It is not a CMS, it is not a rank tracker, and it is not a ticket layer that blocks a thin page. MarketMuse and Frase are the two graders in this comparison. US Tech Automations sits above them as the ticket layer that blocks a URL when the brief, the unique fact, and the human sign-off have not all passed.

TL;DR: Buy Frase if the team wants a public list price, a 7-day trial, and a loop that can draft, audit, and publish to a CMS. Buy MarketMuse if the team wants site-level topic strategy and will accept a quote after the Siteimprove acquisition. Do not average a Content Raptor "~$149/mo" line with a quote-based official page. Do not treat either score as a rank forecast.

Site strategy versus page briefs

MarketMuse is usually sold as the site-level strategist: topic inventory, competitive gaps, and a content score aimed at the whole host. Frase is usually sold as the page-level loop: research, draft, SEO/GEO scores, Content Guard, and a push to WordPress, Webflow, Sanity, or Wix. AIComparison frames MarketMuse as the site-level strategist and Clearscope as the page-level grader; this page swaps in Frase as the listed-price page loop and keeps MarketMuse as the quote-based strategist.

COMPARISON pages earned 17.8% according to US Tech Automations versus a 12.2% site base on 12,514 live pages counted 2026-08-24 (941 COMPARISON pages in the mix-config denominator). That is why this page is a comparison with a proprietary column, not a third grader. Neutral default earn rate: 10 according to US Tech Automations first-party mix-config on the same count; seo_automation is not in the vertical earn-rate table (financial 17.2, logistics 14.6, general_smb 13.8, saas 13.8, accounting 9.5, insurance 8.0, healthcare 8.7, mortgage 5.8).

Frase Starter yearly: $39/mo according to Frase (retrieved 2026-09-07), billed yearly, or $49/mo month to month, with a 7-day trial and no credit card. MarketMuse official list: not public according to MarketMuse (official pricing returned 200 with no public dollar in the 2026-09-04 capture used by this brief). Content Raptor prints MarketMuse ~$149/mo and notes the figure is not listed on MarketMuse's own site, according to Content Raptor. Print both. Do not average them. Frase Professional yearly: $103/mo according to Frase (retrieved 2026-09-07), or $129/mo month to month, with 3 seats, 5 sites, 40 articles, and 250 audit pages. That is a listed team loop, not a site-inventory quote.

Editors who arrived from a Clearscope tab should not mix that invoice into this pair. AIComparison's 2026-09-04 capture listed Clearscope Essentials at $129/month as a page-level grader next to MarketMuse's quote path; this page still compares MarketMuse to Frase, not to Clearscope. Use the Clearscope ticket-layer write-up linked below if that is the actual seat you already pay.

If you already compared a page-level grader, keep Surfer versus Clearscope for SaaS and Clearscope versus the ticket layer in the next tab. AI-search grader pairings sit on Profound versus Rankability.

Key Takeaways

• MarketMuse is the quote-based site strategist in this pair; Frase is the listed-price page loop ($39/$103/$239 per month on yearly billing, retrieved 2026-09-07).

• Content Raptor's ~$149/mo MarketMuse line is not an official list price. Official marketmuse.com/pricing showed no public dollar.

• COMPARISON pages earned 17.8% vs a 12.2% base on 12,514 pages counted 2026-08-24. That is an operating mix number, not a vendor rank.

• Neither score predicts Google rank. Fail the URL when the unique fact is missing.

• Zapier, Make, or n8n can retry a CMS POST. They do not own the threshold.

• Skip both if you have a handful of URLs you can brief by hand.

Who this is for

This page is for SEO leads, in-house editors, and agencies who already run a CMS and need a grader in the brief-to-publish loop.

Red flags: Skip both paid graders if you can brief ten URLs in a doc. Skip MarketMuse if you need a printed dollar today. Skip Frase if you need a PBX, a listings network, or a crawl of 50,000 SKUs — it is a content operating system, not a local-pack engine.

The company homepage is the public index for this workflow; this post is the MarketMuse-versus-Frase slice.

Dated prices that do not average

Print only what vendor pages and named roundups showed. Where a cell is not on that page, it reads "contact vendor."

Frase's public pricing page, retrieved 2026-09-07, sells Starter, Professional, Scale, and Enterprise, plus optional FraseCMS add-ons. Starter is $39/mo yearly ($49/mo month to month): 1 seat, 1 site, 10 articles and 50 audit pages each month. Professional is $103/mo yearly ($129/mo month to month): 3 seats, 5 sites, 40 articles, 250 audit pages, extra seats at $29/mo. Scale is $239/mo yearly ($299/mo month to month): 5 seats, up to 10 domains, 100 articles, 1,000 audit pages. Enterprise is custom (SSO, SAML, white-label, SLA). Yearly billing is listed as 20% off the monthly rate. FraseCMS hosting is free to 100,000 page views, then $19/mo Basic or $99/mo Pro.

MarketMuse, after the Siteimprove acquisition, is quote-based on its own site. AIComparison (fetched 2026-09-04) states MarketMuse entry price is quote-based. Content Raptor (HTTP 200) prints ~$149/mo and notes it is not listed on MarketMuse's own site. This page will not invent a third dollar.

Source: Frase pricing retrieved 2026-09-07; MarketMuse official pricing (no public dollar, 2026-09-04 capture); Content Raptor ~$149/mo line. USTA has no public list price on this page.

Source: operating weights for this comparison, 2026-09-07. Not a vendor ranking.

Feature matrix

Source: Frase pricing retrieved 2026-09-07; MarketMuse official page with no public dollar; USTA mix-config 2026-08-24. The 17.8% / 12.2% / 10 column is first-party operating data, not a vendor score.

A site-level inventory that never becomes a CMS slug is still a slide. A Frase article that auto-publishes without the unique fact is still a clone. Keep the quote path and the $39/$103/$239 ladder in the same procurement note so finance does not think MarketMuse is "about $149" because a roundup said so.

MarketMuse

Best fit: a content ops team that wants site-level topic strategy and will sit through a quote. Limitations: no public dollar on the official pricing page in the 2026-09-04 capture; the ~$149/mo roundup line is not official; it is not a CMS and it is not a ticket layer. Implementation: inventory topics, assign briefs, keep a human on the unique fact. Primary evidence: MarketMuse and the Content Raptor roundup.

Frase

Best fit: a team that wants a listed price, a 7-day trial, SEO/GEO scores, and a CMS push. Limitations: Starter holds at 10 articles and 50 audits; Professional and Scale make pay-as-you-go optional (off by default); it will not fail a row because parking notes are tokens. Implementation: start on Starter or Professional, connect the CMS, leave auto-publish off until a human has signed the unique fact. Primary evidence: Frase pricing retrieved 2026-09-07.

Worked example: a 20-URL SaaS docs program shipping 12 new articles/month at a $103/mo Frase Professional yearly seat (3 seats, 40-article cap) with a 10-day editor SLA. The editor lets Frase draft 12 briefs, watches in-app SEO scores move, then still rejects 4 of 12 because the unique product fact was a template token. The gate is 12 unique facts, 12 CMS slugs, and a human who signs the 4 failures. A proposed ticket can POST Stripe invoice.paid for the $103 seat into the same row as the 12 slugs and retry on 5xx; the team still owns the threshold, the idempotent page id, and who flips post_status. Zapier, Make, or n8n can carry that POST with run history if the team already lives there. The ticket layer would enter as that gate, not as a third grader.

Frase Professional's 40-article cap and 250 audit pages are a loop sized for a team, not a license to auto-publish 40 clones. Leave the agent off until a human has signed the unique fact. Starter's 10-article hold-at-limit is honest: it will not surprise-bill you, and it will also not invent a fact the product does not have. Scale's 100 articles and 1,000 audits are for agencies that already have a reviewer per client, not for a two-person shop that wants to "turn the agent loose." Enterprise adds SSO, SAML, white-label, and a two-year history window; those are procurement features, not content quality.

MarketMuse's quote path is equally easy to misuse. A site-level inventory that never becomes a brief is a slide deck. A brief that never reaches the CMS is a score. Ask the salesperson which object leaves the platform (CSV, API, CMS) and who is allowed to ignore the score. If the answer is "the editor pastes into Google Docs," you bought a research seat. That can still be the right buy. It is not a publish gate.

When NOT to use US Tech Automations

Do not buy a ticket layer when the only job is one writer scoring one URL in Frase or MarketMuse and publishing by hand. Do not buy it when finance will only approve a single grader SKU and the CMS already has a required-field workflow. Do not buy it to replace MarketMuse's topic inventory or Frase's CMS push — those are the graders' jobs. The honest alternative is stitching GSC, the CMS, and the grader in Zapier, Make, or n8n: those tools can keep run histories, retries, error branches, and audit evidence when you configure them. You must still design observability, idempotency, escalation, access controls, retention, and maintenance. A proposed US Tech Automations design would store the grader score, the unique-fact checkbox, and the CMS post_status on one ticket with a human review point before publish; it would not recrawl the SERP for you and it is not a live customer result.

MarketMuse vs Frase questions

Is MarketMuse or Frase better for SEO teams in 2026?

Frase if you need a printed dollar and a CMS push. MarketMuse if you need site-level strategy and will take a quote. Neither is a rank forecast.

How do MarketMuse and Frase prices compare?

Frase Starter is $39/mo yearly ($49 monthly) as of 2026-09-07. MarketMuse official pricing showed no public dollar; Content Raptor prints ~$149/mo and flags that it is not on MarketMuse's own site. Do not average those.

Should an SEO team pick MarketMuse or Frase for briefs?

Pick Frase for page briefs with a listed article cap (10 / 40 / 100). Pick MarketMuse when the brief is supposed to come from a site-level inventory and a salesperson will scope it.

Does a content score predict rankings?

Not on this page. Independent grader-versus-rank tests on other products have shown weak or negative correlation; this comparison will not invent a ρ for MarketMuse or Frase. Fail the unique fact, not the score.

Can we run both MarketMuse and Frase?

Yes, if one team owns site strategy and another owns page shipping, and you can explain the two invoices. Most teams should pick one grader and a gate.

When is a no-code stack enough?

When the CMS already blocks publish without required fields and you only need a webhook. Zapier, Make, or n8n can retry and log that webhook. Add a ticket layer when the fail has to be a row with an owner, not a zapped Slack message.

Pick Frase for a listed page loop, MarketMuse for a quote-based site inventory, and a ticket when the score is not allowed to publish the page. When you want that ticket priced, see pricing.