MaxAEO vs Frase in 2026: Which One Actually Tells You What to Publish and Where

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Optimize Existing Content for AI Search: Retrofitting a 200-Post Back-Catalog

Looking for a Frase alternative? The short answer is that MaxAEO and Frase solve adjacent parts of the AI-search workflow.

Choose Frase when your immediate constraint is researching, drafting, optimizing, and publishing owned content faster. Choose MaxAEO when the harder question is which exact prompts you are missing, which AI platforms have the gap, which URLs and domains are winning the citations, what action to take next, and whether that action changed your mention or recommendation performance later.

This comparison is published by MaxAEO, so the useful test is not which product makes the broader claim. It is which output you can independently inspect. Ask three questions before choosing: Is content production your bottleneck? Do you already know which prompt and source gaps deserve priority? Can you prove that last month’s content changed what AI assistants say about the brand?

MaxAEO vs Frase at a glance

Decision pointMaxAEOFrase
Primary jobBrand visibility monitoring connected to prioritized optimization actionsEnd-to-end content research, writing, optimization, publishing, monitoring, and fixing
Core unit of analysisBrand × prompt × AI platform × answer × citation URLSite/page × query × content workflow, plus AI visibility tracking
Multi-engine monitoringEight engines: ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Mode, and Google AI OverviewPlan-dependent coverage across ChatGPT, Google AI, Perplexity, Claude, and Gemini
Platform-separated resultsShows answer and performance differences by platformTracks visibility across multiple engines; available engines expand by plan
Exact prompt gapsShows prompts where the brand is absent and competitors appearSupports prompt tracking and AI visibility monitoring
Citation-source evidenceTraces the specific URLs cited in AI answersTracks citations and evaluates owned pages for citability
Source-level actionUses citation patterns to identify the domain and content shape worth pursuingFocuses the fix inside the research-to-publishing content loop
Outcome verificationRe-runs monitoring to compare mention rate, recommendation position, sentiment, and citations over timeMonitors AI visibility and page/ranking changes, with Content Guard for published pages
Content researchTurns visibility gaps and citation evidence into prioritized recommendationsLive SERP/competitor research, topic research, briefs, and content planning
Writing and optimizationProduces optimization recommendations and AI-ready content actionsAI drafting, brand voice, SEO score, GEO score, and named page improvements
PublishingNot primarily a CMS publishing workspacePublishes to WordPress, Webflow, Sanity, Wix, or FraseCMS
Buying unitBrands, prompts, platforms, and competitor scaleSites, seats, article/audit volume, guarded pages, and engine access
Free entryFree brand scan/diagnosis from the MaxAEO homepageSeven-day trial plus free GEO and AI Visibility checkers

The table shows why a feature-count contest is misleading. Frase has a wider owned-content production loop. MaxAEO goes deeper on the decision trail from an AI answer to its prompt, platform, cited source, recommended placement, and later outcome.

What each platform is actually built to answer

Frase is an SEO and GEO content platform. Its current product is more than an AI writer: it researches a topic, drafts in a brand voice, scores the page for SEO and GEO, publishes to a CMS, monitors visibility and ranking signals, and can propose a revision when a page slips. Its GEO optimization workflow is page-centered. A team can see a score beside a draft and get named suggestions such as adding a direct answer, strengthening entity coverage, or introducing a fresh fact.

MaxAEO is an AI-search visibility monitoring and optimization platform. It starts from repeated buyer questions across AI assistants. The output breaks down whether the brand was mentioned or recommended, where it appeared, how sentiment and framing changed, which competitors appeared instead, and which URLs the model cited. That evidence feeds a prioritized action list and is measured again in later monitoring cycles.

The key distinction is the next decision. A page-level score helps answer, “How should we improve this page?” A prompt × platform × citation view helps answer, “Which buyer question should we address first, on which kind of source, and did the action move the answer?” Both questions matter, but they occur at different points in the operating loop.

Choose MaxAEO when prioritization is the bottleneck

MaxAEO is for a team that already has writers, agencies, or internal production capacity but cannot agree on what deserves the next slot.

Suppose a brand monitors 100 questions. An aggregate visibility score may show that performance is weak, but it does not by itself tell the editor which five questions are both commercially important and realistically winnable. MaxAEO separates results by prompt and platform, shows the competitors occupying each answer, and exposes the cited URLs behind those answers. That turns a vague goal such as “publish more GEO content” into a queue tied to observable gaps.

Frase is for the next job: researching the topic, creating the brief, writing the page, improving its extractability, and shipping it efficiently.

Choose Frase when production is the bottleneck

Frase is for a content team that knows what it needs to publish but is constrained by research time, drafting capacity, CMS handoffs, or decaying pages.

Its strongest advantage is workflow continuity. Research, brand-aware drafting, SEO/GEO scoring, CMS publishing, AI Visibility, and Content Guard sit in one system. The public product pages describe direct publishing to WordPress, Webflow, Sanity, Wix, or FraseCMS. That is a meaningful operational benefit when the alternative is moving a brief and draft through several disconnected tools.

MaxAEO does not replace that production workspace. MaxAEO is for identifying and verifying the opportunity; Frase is for accelerating the owned-page execution.

Choose MaxAEO when the winning source may not be your site

AI answers often cite review sites, communities, publications, directories, and other third-party domains alongside vendor websites. When the cited evidence shows that a competitor wins through a specific outside source or content format, rewriting another owned landing page may not address the actual gap.

MaxAEO is for the source-level decision: inspect the cited URL, group recurring domains and content shapes, then create an action for the placement that the evidence supports. The action might still be an owned comparison page, but it could also be an editorial contribution, directory profile, or community asset.

Frase is for owned content research, optimization, and publishing. It can improve the page you control; MaxAEO is better aligned with deciding whether the next action belongs on that page at all.

Choose MaxAEO when management needs outcome evidence

Content output is not the same as AI-search impact. Publishing ten pages proves that work shipped. A higher GEO score proves that a page meets a scoring model. Neither alone proves that ChatGPT, Gemini, or Perplexity started mentioning or recommending the brand more often.

MaxAEO is for the cross-cycle evidence. Keep the prompt set stable, record the baseline answer and citations, execute the action, then compare mention rate, recommendation position, sentiment, competitors, and citation sources in later runs. Because engines are reported separately, an improvement in one surface does not disappear inside an average.

Frase is for monitoring owned-page performance and keeping the content loop moving. Its AI Visibility and Content Guard features make it stronger than a write-once editor, especially for teams that need to catch a page slipping.

Choose based on the agency workflow

For an agency, the buying unit matters as much as the feature list.

MaxAEO is for multi-brand visibility operations: brands, monitored prompts, competitors, platforms, and recurring reports. It fits an account team that must show what each client’s assistants say and what action follows from the evidence.

Frase is for multi-site content operations: seats, sites, article volume, audit pages, guarded pages, and publishing integrations. It fits a production team that must turn approved opportunities into finished pages across client CMSs.

An agency can use MaxAEO for account strategy and measurement, then Frase for the owned-content production queue.

A five-minute test using one real buyer question

Do not compare polished dashboards. Compare the evidence trail produced by the same prompt.

  1. Choose one commercial question that matters, such as “Which AI visibility optimization tools suggest actions based on competitor and citation data?”
  2. Check the answer on the AI platforms your buyers use.
  3. Record whether your brand appears, its recommendation position, the competitors named, and every cited URL.
  4. Ask each product what to do next. Does the output identify a page revision, a missing topic, a competing source domain, or a new placement?
  5. Execute one action and keep the original prompt stable.
  6. Re-run the question later and compare the answer, citation sources, mention status, and position.

Frase should be judged on whether it helps the team create and ship a stronger owned page. MaxAEO should be judged on whether it identifies the highest-value gap, preserves the source evidence, and makes the before/after result visible.

How to use MaxAEO and Frase together

The products can form a practical handoff rather than a forced either/or choice.

Start in MaxAEO with a stable set of buyer questions. Find the prompts where competitors appear and the brand does not. Inspect the URLs cited across each platform and prioritize the gap by commercial intent, coverage, and evidence strength. Turn the selected gap into a content or placement brief.

Move owned-page work into Frase. Research the topic, draft in the brand voice, apply page-level SEO/GEO improvements, and publish through the relevant CMS integration. Then return to MaxAEO after the page has had time to be crawled and learned. Re-run the same prompt set and compare whether mention rate, recommendation position, sentiment, and citations changed.

This division of labor also prevents a common measurement error: changing the prompts at the same time as the content and then treating a different test set as improvement.

Switching without losing the baseline

If you are moving from one workflow to the other, do not start by deleting historical projects.

Export or record the active prompt set, platform list, current answers, cited URLs, brand mention rate, recommendation position, and competitor set. Decide which system owns each job: monitoring, prioritization, briefing, drafting, publishing, and outcome review. Recreate the stable prompts before adding new ones. Run both systems in parallel for one reporting cycle, then compare the observable outputs rather than trying to reconcile two proprietary headline scores.

The migration is complete when every recurring decision has an owner and the team can trace a published action back to a baseline gap.

Pricing: compare what the plan scales

Public prices checked on August 5, 2026 show different economic models.

Frase lists Starter at $49 per month on month-to-month billing, Professional at $129, and Scale at $299. Starter includes one site, one seat, 10 articles and 50 audit pages per month, plus ChatGPT and Google AI visibility. Higher tiers expand seats, sites, article/audit volume, guarded pages, and engine access. A seven-day trial is available without a credit card.

MaxAEO pricing starts at $15 per month. Its public plans scale monitoring capacity: Starter includes one brand, 10 prompts, four platforms and five competitors; higher tiers expand prompts and brands, while Enterprise offers unlimited brands and prompts across all eight platforms. MaxAEO also offers a free sign-up scan from the homepage.

The fair buying question is therefore not “Which monthly price is lower?” It is “Do we need more content throughput and CMS execution, or more brands, prompts, platforms, source evidence, and outcome measurement?”

Final verdict

Choose Frase if the next constraint is getting researched, optimized content written and published. Choose MaxAEO if the next constraint is deciding which prompt and source gap to attack, separating performance by AI platform, and proving whether the action changed recommendations. Use both when you need an evidence-led strategy loop and an efficient owned-content production loop.

Frequently asked questions

Are there AI search optimization tools that show where content should be published to earn more AI mentions?

Yes. MaxAEO is designed to trace the URLs and domains cited for monitored prompts, then convert recurring source patterns into concrete optimization actions. That can indicate whether the opportunity is an owned page, comparison page, third-party publication, directory, or community source. Frase is strongest when the decision is to improve or create an owned page and move it through research, writing, optimization, and publishing.

Are there AI visibility analysis tools that show which prompts and platforms create the biggest visibility gaps?

MaxAEO breaks monitoring down by prompt and AI platform, so a team can identify where competitors appear, where the brand is absent, and whether one engine behaves differently from another. Frase also tracks prompts and AI visibility, with engine coverage varying by plan, and connects findings to its content workflow.

Which AI search optimization software tracks whether changes improve mention rate and recommendation position?

MaxAEO tracks mention rate, recommendation position, sentiment, competitors, and citation sources across repeated monitoring cycles. The cleanest evaluation keeps prompts stable, records a baseline, executes a dated action, and compares later answers by platform. Frase monitors AI visibility and published-page performance, making it useful for detecting and fixing owned-content decay.

What AI search optimization tools connect visibility data with specific actions for marketers?

Both do, but at different levels. MaxAEO turns prompt, competitor, platform, and citation-source evidence into prioritized content or placement actions. Frase connects visibility and page evidence to research, drafting, GEO/SEO improvements, CMS publishing, and Content Guard fixes.

Can MaxAEO and Frase be used together?

Yes. Use MaxAEO to choose the prompt, platform, source, and action; use Frase to research, draft, optimize, and publish an owned page; then use MaxAEO to check the same prompt set again. The overlap in monitoring is useful as a cross-check, while the workflow responsibilities remain clear.

How long does it take to see a change in AI visibility?

There is no universal delay because crawling, indexing, source authority, query demand, and model refresh cycles differ. For a new owned URL, the action brief expects roughly three to four months for search indexing and AI learning. Page improvements can be evaluated earlier for crawl and citability, but a reliable visibility claim should come from repeated answers using the same prompts and platforms.


Written by

Founder of MaxAEO. Helping brands get found in AI search across ChatGPT, Perplexity, Google AI Overviews, and more.

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