Best AI Content Optimization Tools (2026): Mentionova $99, Frase $39
AI content optimization tools ranked with official prices: Mentionova $99/mo, Surfer $49, Frase $39, Clearscope $129, Writesonic $79, plus Conductor and AirOps.
The best AI content optimization tool for most teams is Mentionova, from $99 a month billed annually: pick it if you want content built around the prompts AI engines answer without you, with research, briefs, drafts, schema and internal links in one place; skip it if you mainly want a live term-score editor for Google rankings, where Surfer ($49 a month billed yearly) or Clearscope ($129 a month) fit better. Classic content optimizers grade a draft against the top Google results. That still matters, but AI answers in ChatGPT, Perplexity, Gemini and Google AI Overviews cite sources by different rules, so the newer tools start from the answer itself. We ranked eight tools on how well they find those gaps, how they fix them and what each fix costs. Every price, plan and limit below comes from the vendor’s own website, fetched November 1, 2026.
| Rank | Tool | Entry price |
|---|---|---|
| 1 | Mentionova | $99/mo yearly |
| 2 | Surfer | $49/mo yearly |
| 3 | Clearscope | $129/mo |
| 4 | Frase | $39/mo yearly |
| 5 | Conductor | Demo only |
| 6 | AirOps | Task-based, no list price |
| 7 | Writesonic | $79/mo yearly |
| 8 | MarketMuse | Free plan; paid by demo |
Entry prices from each vendor’s pricing page, fetched November 1, 2026. US prices in USD.
If you only need tracking, not content work, see our best AI visibility tools. For a broader list that includes technical SEO, see best AI SEO tools.
How did we rank these AI content optimization tools?
We read each vendor’s pricing and product pages and scored the tools on five criteria. We did not use review sites, coupon pages or affiliate lists, and we left out any claim the vendor’s own pages did not support.
| Criterion | Weight | What we looked for |
|---|---|---|
| AI answer gaps | 30% | Finds prompts where engines cite others |
| Fix quality | 25% | Research-first briefs and drafts, sources |
| On-page guidance | 15% | Scoring, terms, structure, schema |
| Refresh workflow | 15% | Decay detection tied to Search Console |
| Price clarity | 15% | Public prices and allowances |
Our scoring weights. Facts behind each score come from the vendor pages cited under each tool, fetched November 1, 2026.
A tool that only grades text against Google’s top ten scored lower on the first criterion, even if its editor is excellent, because it cannot tell you which questions AI engines answer with a competitor.
Mentionova
Mentionova is an AI visibility platform whose agents also do the content work: they find the prompts you are losing, research them, and draft the fix for your approval.
Best for
Content and SEO teams that want to be cited in AI answers and want research, briefs, drafts, schema and internal links handled in one workflow.
What it does for content
- AI content optimization: detects visibility gaps nightly and scores each from 0 to 100 (gap 40 + reach 25 + effort 20 + competitive heat 15), then generates a ready-to-ship brief with an answer capsule, headings, stats to add and the sources the engines trust.
- Content gap analysis: collects every prompt where an engine names a competitor and not you, across six engines, groups them into topics and names the page that would close each gap.
- Content optimizer: pulls 90 days of Search Console data per page, checks which sources the engines cite instead, reads the live results page and drafts a refresh brief per page.
- AI content writer: reads the live results page and real sources first, writes a research brief, then drafts in your brand voice; every statistic links to its source and nothing publishes until you approve it.
- Schema markup generator: writes Article, BreadcrumbList and FAQPage JSON-LD from the questions buyers ask the AI engines.
- Internal linking: crawls your sitemap, finds orphan pages and suggests the source page, anchor and sentence for each link, staged for review.
Tiers
| Plan | Price | Tasks and prompts |
|---|---|---|
| Starter | $99/mo yearly ($125 monthly) | 100 tasks, 25 prompts, 3 engines |
| Scale | $320/mo yearly ($400 monthly) | 500 tasks, 100 prompts, 6 engines |
| Enterprise | $799/mo yearly ($999 monthly) | 2,500 tasks, 250 prompts, 6 engines |
Source: mentionova.com/pricing, fetched November 1, 2026.
Every paid plan includes pages and AI traffic attribution, opportunities with ready briefs, Workflows & Grids for bulk content, Reddit engagement and integrations. The six engines are ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews and Reddit.
Limits
Starter tracks three engines (ChatGPT, Perplexity and Google); Claude, Gemini and Reddit need Scale. Content work is paid in tasks: Mentionova’s own article grid shows about 28 tasks per researched article and its refresh grid about 24 per page.
The pricing catch
At about 28 tasks an article, Starter’s 100 tasks cover roughly three researched articles a month, or about $27.72 of plan price per article. Scale’s 500 tasks cover about 17. If you publish weekly with research and drafts, budget for Scale.
Who should skip it
Writers who only want a live term-score editor inside Google Docs; Mentionova’s product pages describe briefs, grids and drafts rather than an in-editor grade.
Why it is #1
It is the only tool here that starts from the AI answer, shows who is cited instead, and drafts the page with sources attached. See the Mentionova review, Mentionova pricing and how it compares in Mentionova vs Semrush.
Surfer
Surfer is the best-known on-page optimizer, built around a real-time Content Score in its Content Editor, and now sells AI Tracker for answer engines.
Best for
Writers and editors who want live, term-level guidance while they write, with AI visibility tracking on the side.
Tiers
| Plan | Price (yearly) | What you get |
|---|---|---|
| Discovery | $49/mo | 120 documents, 10 pages tracked |
| Standard | $99/mo | 360 documents, 25 AI prompts weekly |
| Pro | $182/mo | 360 documents, 50 AI prompts daily |
| Peace of Mind | $299/mo | Unlimited documents (fair use), 100 prompts daily |
Source: surferseo.com/pricing, fetched November 1, 2026.
AI Search Analytics, a tracking-only plan, is $82 a month billed yearly for 50 AI prompts refreshed daily. Enterprise is custom with SSO and white-label.
Limits
Annual-plan credits reset yearly, not monthly. Standard refreshes AI prompts weekly; daily refresh starts on Pro. Internal linking, content gap ideas and the cannibalization report are Pro features.
The pricing catch
Surfer says the annual plan saves up to 17% against monthly and is charged upfront for the full year. Standard is $1,188 a year, the same as Mentionova Starter.
Who should skip it
Teams that want drafts researched from sources rather than optimized for terms. See Surfer alternatives.
AI coverage
AI Tracker follows ChatGPT, Gemini, Perplexity, Google AI Mode and AI Overviews, with the sources cited and the competitors named.
Clearscope
Clearscope runs the content lifecycle in one workspace: Discover, Track, Write and Monitor.
Best for
Content teams that want a clean editor with a live grade, unlimited users, and AI mention tracking for Google, ChatGPT, Gemini and Claude.
Tiers
| Plan | Price | Allowance |
|---|---|---|
| Essentials | $129/mo | 50 queries, 50 pages, 20 Drafts |
| Business | $399/mo | 300 queries, 300 pages, 20 Drafts |
| Enterprise | Custom | Custom credits, SSO |
Source: clearscope.io/pricing, fetched November 1, 2026.
Essentials includes 20 monthly Discoveries and Business 50. Every plan has unlimited users and projects. There is a 14-day free trial and no minimum contract on monthly plans.
Limits
Business adds queries, pages and an account manager but keeps 20 monthly Drafts; extra drafts are an add-on. The pricing page names ChatGPT and Gemini for query tracking, and the homepage adds Google and Claude.
The pricing catch
Essentials is $1,548 a year, about $6.45 per monthly Draft. Business is $4,788 a year.
Who should skip it
Solo writers on a tight budget; Frase and Surfer start lower.
On-page features
Term guidance, a live grade and Boost Content Grade work in Google Docs, Microsoft Word and WordPress. Monitor connects Search Console to flag content decay and striking-distance queries.
Frase
Frase is an agent-led content platform that researches, drafts and publishes, with AI Visibility tracking built into every plan.
Best for
Freelancers and small teams who want the cheapest paid plan with articles, audits and AI Visibility included.
Tiers
| Plan | Price (yearly) | Articles / prompts |
|---|---|---|
| Starter | $39/mo ($49 monthly) | 10 / 20 |
| Professional | $103/mo ($129 monthly) | 40 / 50 |
| Scale | $239/mo ($299 monthly) | 100 / 75 |
Source: frase.io/pricing, fetched November 1, 2026.
Starter tracks AI Visibility on ChatGPT and Google AI; Professional adds Perplexity and AI crawler monitoring; Scale adds Claude and Gemini. Audit pages run 50, 250 and 1,000 a month. Every plan has a 7-day free trial with no credit card.
Limits
Starter is 1 seat and 1 site; extra seats on Professional and Scale are $29 a month each. Historical data is current-only on Starter.
The pricing catch
Starter is $468 billed yearly, about $3.90 an article. Professional is $1,236 a year, about $2.58 an article, the lowest per-article price here.
Who should skip it
Teams that need Perplexity, Claude and Gemini tracking without paying for Scale.
Publishing
Frase publishes to WordPress, Webflow, Sanity or Wix, or to FraseCMS, which is free for 100,000 page views a month and adds structured data and llms.txt to every page.
Conductor
Conductor is an enterprise AEO and SEO platform. Its Writing Assistant generates and optimizes content inside the suite.
Best for
Enterprise teams that want content generation inside the same platform as SEO reporting and AI search tracking.
Tiers
| Plan | Writing Assistant drafts | How you buy |
|---|---|---|
| Essentials | 60 / year | Try for Free |
| Growth | 180 / year | Demo |
| Enterprise | 600 / year | Sales |
Source: conductor.com/pricing, fetched November 1, 2026.
Every plan includes Content Score, Content Profiles and Internal Link Recommendations. Writing Assistant turns a researched brief into an outline or full draft, applies a Content Profile for voice, tone, audience and exclusions, and draws on company Knowledge Sources.
Limits
Drafts are counted per year: 60 on Essentials is about five a month.
The pricing catch
No prices are published; the quote depends on usage.
Who should skip it
Small teams and anyone who wants to compare prices before a demo. See Conductor alternatives.
AirOps
AirOps is a content engineering platform where you build workflows and grids that research, write and refresh content at scale.
Best for
Teams with an operator who will build and maintain custom content workflows.
Tiers
| Plan | Tasks | Insights |
|---|---|---|
| Solo | 35,000 | ChatGPT only, single user |
| Pro | 100,000 | 10+ answer engines, unlimited seats |
| Enterprise | Custom | Custom prompts and pages |
Source: airops.com/pricing, fetched November 1, 2026.
The pricing page lists content review and quality scores, human review and approvals, grids, and playbooks and workflows.
Limits
No plan prices are published; AirOps prices by task volume. Solo insights cover ChatGPT only.
The pricing catch
Extra tasks on Solo cost $0.025 each. A 14-day free trial includes Scale plan features.
Who should skip it
Teams without someone to build workflows. See AirOps alternatives.
Writesonic
Writesonic pairs AI visibility tracking with an AI article writer and site audits.
Best for
Small teams that want AI articles and AI tracking on one bill.
Tiers
| Plan | Price (yearly) | Articles / prompts |
|---|---|---|
| Starter | $79/mo | 15 / 50 |
| Basic | $199/mo | 25 / 100 |
| Growth | $399/mo | 50 / 200 |
Source: writesonic.com/pricing, fetched November 1, 2026.
Starter tracks ChatGPT, Gemini and Google AI Overviews. Growth adds sentiment analysis and an Action Center trial; Enterprise tracks all 9 AI platforms.
Limits
Three AI platforms below Enterprise, and the Action Center is a trial until Enterprise.
The pricing catch
Starter is $948 a year billed annually, about $5.27 per AI article.
Who should skip it
Teams that need Perplexity or Claude tracking at a published price. See Writesonic alternatives.
MarketMuse
MarketMuse is a content strategy platform that analyzes your whole content inventory and scores topic authority with its patented AI.
Best for
Content strategists planning topic clusters across a large site.
Tiers
| Plan | Tracked topics | Briefs a month |
|---|---|---|
| Free | None | None (10 queries) |
| Optimize | 100 | 5 |
| Research | 1,000 | 10 |
| Strategy | 10K | 20 |
Source: marketmuse.com/pricing, fetched November 1, 2026.
Research includes 3 users and Strategy 5. Each paid plan adds Content Strategy Documents (1, 3 and 5 a month).
Limits
The pricing page does not mention AI answer engines; its scores (Topic Authority, Content Score, Page Authority) are built around topics and rankings.
The pricing catch
No prices are published; each paid plan leads to a demo.
Who should skip it
Teams whose priority is being cited in ChatGPT or Perplexity.
Best AI content optimization tools by use case
| Use case | Pick | Why |
|---|---|---|
| Best overall | Mentionova | Gaps found in AI answers, drafts with sources |
| Live editor score | Surfer | Content Score, Auto-Optimize |
| Unlimited users | Clearscope | Every plan |
| Lowest price | Frase | $39/mo yearly |
| Enterprise suite | Conductor | SEO, AEO and writing in one |
| Custom workflows | AirOps | Grids and playbooks |
| Articles plus tracking | Writesonic | 15 articles on Starter |
| Topic strategy | MarketMuse | Inventory and authority |
Our picks from each vendor’s pricing and product pages, fetched November 1, 2026.
AI content optimization tools pricing compared
| Tool | Entry per year | Content per month |
|---|---|---|
| Mentionova Starter | $1,188 | 100 agentic tasks |
| Surfer Discovery | $588 | 120 documents a year |
| Clearscope Essentials | $1,548 | 20 Drafts |
| Frase Starter | $468 | 10 articles |
| Writesonic Starter | $948 | 15 articles |
Our arithmetic from each vendor’s listed entry price, November 1, 2026. Conductor, AirOps and MarketMuse publish no price.
Per piece, Frase Professional is cheapest at about $2.58 an article and Writesonic Starter about $5.27. Mentionova Starter is about $0.99 a task, or roughly $27.72 per fully researched article, because each article includes search, grounded research and a brief before the draft.
How to choose an AI content optimization tool
Decide what you are optimizing for
If your traffic still comes from Google’s blue links, a term-score editor (Surfer, Clearscope) helps most. If buyers ask ChatGPT, Perplexity or Google AI Overviews first, you need a tool that shows which prompts you are missing; see our AI visibility tools for SaaS for that angle.
Count articles, not seats
Allowances vary: Frase counts articles, Clearscope Drafts, Surfer documents, Conductor drafts per year and Mentionova agentic tasks. Convert each to the number of finished pages you need a month before you compare prices.
Check the research step
AI engines favor pages with clear answers and sourced facts. Prefer tools that read real sources before drafting and link every statistic, and check a sample draft for invented numbers.
Plan for refreshes
Most traffic losses come from older pages slipping. Pick a tool that connects Search Console and flags decaying pages (Mentionova, Clearscope Monitor, Frase Content Guard).
Don’t skip structure
FAQs, schema and internal links help engines parse a page. Mentionova generates FAQPage JSON-LD and internal links; Conductor and Surfer Pro suggest internal links.
What we learned testing the category
The gap between the two groups is widening. Surfer, Clearscope and MarketMuse grew up grading text against Google’s results and have added AI tracking on top. Mentionova, AirOps and Frase are built around agents that research and draft. Our AI SEO agents guide covers that second group in more depth, and our GEO statistics and AI search statistics pages show why AI answers now matter for content plans.
Which should you choose?
Choose Mentionova if being cited in AI answers is the goal and you want the research and drafting done. Choose Surfer or Clearscope for the best live editor, Frase for the lowest price per article, Conductor if you are already buying an enterprise suite, AirOps if you have a workflow builder on staff, Writesonic for articles plus tracking on a budget, and MarketMuse for topic strategy on a big site.
More in this cluster: best GEO tools, AI competitor analysis tools, Reddit SEO tools and Conductor alternatives.
Frequently asked questions
What is the best AI content optimization tool?
Mentionova. It starts from the AI answer rather than the Google results page, finds the prompts where engines name a competitor and not you, scores each gap from 0 to 100, and drafts the brief, refresh or new article with every statistic linked to its source. Starter is $99 a month billed annually ($125 monthly) and every paid plan starts with a free trial with no card.
What is AI content optimization?
It is the work of changing a page so AI answer engines such as ChatGPT, Perplexity, Gemini and Google AI Overviews mention or cite it, alongside ranking in Google. In practice that means answering the question in the first sentences, adding sourced statistics, structured data and FAQs, covering the subtopics the engines expect, and linking the page into its topic cluster.
Is Surfer good for AI search optimization?
Surfer is strong for on-page optimization, with a real-time Content Score and Auto-Optimize in its Content Editor. For AI search it sells AI Tracker, which follows ChatGPT, Gemini, Perplexity, Google AI Mode and AI Overviews. Standard is $99 a month billed yearly with 25 AI prompts refreshed weekly; daily refresh starts on Pro at $182.
What is the cheapest AI content optimization tool?
Frase Starter is $39 a month billed yearly ($468 a year, or $49 monthly) with 10 articles, 50 audit pages and AI Visibility on ChatGPT and Google AI. Surfer Discovery is $49 a month billed yearly with 120 documents. MarketMuse has a free plan with 10 queries a month.
How much does Clearscope cost?
Clearscope Essentials is $129 a month with 50 tracked queries, 50 pages, 20 monthly Discoveries and 20 monthly Drafts. Business is $399 a month with 300 tracked queries and 300 pages. Enterprise is custom with SSO. Every plan has unlimited users and projects, and there is a 14-day free trial with no contract on monthly plans.
How many articles does Mentionova write a month?
Mentionova counts agentic tasks, not articles. Starter includes 100 tasks a month, Scale 500 and Enterprise 2,500. Its own article grid shows about 28 tasks per article (search results, grounded research, brief and draft), so Starter covers roughly three researched articles a month, Scale about 17 and Enterprise about 89.
Does Conductor have an AI writing tool?
Yes. Conductor's Writing Assistant turns a researched brief into an outline or full draft, applies a saved Content Profile for voice and tone, and adds company Knowledge Sources. Drafts are counted per year, 60 on Essentials, 180 on Growth and 600 on Enterprise. Conductor does not publish prices.
Does MarketMuse publish its prices?
No. MarketMuse's pricing page lists Free, Optimize, Research and Strategy plans with their limits (for example 100 tracked topics and 5 content briefs a month on Optimize) and a Book a demo button on each paid plan, but no prices.
Which tool is best for refreshing old content?
Mentionova's content optimizer pulls 90 days of Search Console data per page, checks which sources the AI engines cite instead, and drafts a refresh brief per page. Clearscope Monitor flags decaying pages from Search Console, and Frase Content Guard watches 10 to 300 pages for Google decay and proposes the fix.
Do AI content optimization tools add schema markup?
Some do. Mentionova's schema markup generator reads a page, finds the questions buyers ask the AI engines about its topic and writes Article, BreadcrumbList and FAQPage JSON-LD. Frase says its FraseCMS adds structured data and llms.txt on every page it hosts.
Sources
- Mentionova, Pricing, mentionova.com/pricing, captured Nov 1, 2026.
- Mentionova, Content optimizer, mentionova.com/product/content-optimizer, captured Nov 1, 2026.
- Mentionova, AI content optimization, mentionova.com/product/ai-content-optimization, captured Nov 1, 2026.
- Mentionova, Content gap analysis, mentionova.com/product/content-gap-analysis, captured Nov 1, 2026.
- Mentionova, AI content writer, mentionova.com/product/ai-content-writer, captured Nov 1, 2026.
- Mentionova, Schema markup generator, mentionova.com/product/schema-markup-generator, captured Nov 1, 2026.
- Mentionova, Internal linking tool, mentionova.com/product/internal-linking-tool, captured Nov 1, 2026.
- Surfer, Pricing, surferseo.com/pricing/, captured Nov 1, 2026.
- Surfer, Content Editor, surferseo.com/content-editor/, captured Nov 1, 2026.
- Surfer, AI Tracker, surferseo.com/ai-tracker/, captured Nov 1, 2026.
- Clearscope, Pricing, www.clearscope.io/pricing, captured Nov 1, 2026.
- Clearscope, Home, www.clearscope.io/, captured Nov 1, 2026.
- Frase, Pricing, www.frase.io/pricing, captured Nov 1, 2026.
- Conductor, Pricing, www.conductor.com/pricing/, captured Nov 1, 2026.
- Conductor, Writing Assistant, www.conductor.com/platform/features/writing-assistant/ai-content-generation-optimization/, captured Nov 1, 2026.
- AirOps, Pricing, www.airops.com/pricing, captured Nov 1, 2026.
- Writesonic, Pricing, writesonic.com/pricing, captured Nov 1, 2026.
- MarketMuse, Pricing, www.marketmuse.com/pricing/, captured Nov 1, 2026.
- MarketMuse, Home, www.marketmuse.com/, captured Nov 1, 2026.