The 10 Best LLM Visibility Tools in 2026: Trackers, Checkers and Analysis Software

Frase is the best LLM visibility tool for teams that want to find lost mentions and improve the pages behind them. Frase checks ChatGPT, Perplexity, Claude, Gemini and Google AI each day, identifies prompts that stopped mentioning your brand, then researches, writes and publishes a replacement page.

Other products can show where your brand appears, but most leave your team to decide what to change. We ranked each product by how far its workflow goes after finding a visibility problem.

Run the free AI Visibility Checker on your domain to see which engines currently name your brand.

Key takeaways

• Frase watches whether ChatGPT, Perplexity, Claude, Gemini and Google AI name your brand, then researches, writes and publishes the page that answers the prompt you lost.
• Buyers use several names for this category. Tracker, checker, analysis software and optimization tool can describe similar products, so decide whether you need reports, page improvements or both before comparing prices.
• Two free readings need no card. The AI Visibility Checker returns your ChatGPT result with no signup, and the GEO Score grades a single page out of 100.
• Entry prices run from $29 a month at Otterly.ai up to $295 at AthenaHQ, and the cheaper tiers are usually the ones that trim engine coverage first.
• Most products stop after reporting, so higher rankings go to products that help teams act on what they find.

Ranked best to worst, and what decides the order

We ranked each product by the work it completes after finding a visibility gap. Buyers may need a tracker, checker, analysis tool, optimization tool or a product that handles every step, so products rank higher when they cover more of those jobs and can publish the finished page to your site. Entry price separates products with similar workflows.

1. Frase. Watches the engines, explains the gap and publishes the page that closes it.
2. Writesonic. Reviews monitoring results, ranks the work and sends on-page edits to a CMS.
3. Profound. Covers up to nine answer engines, and its agents generate and publish content.
4. AthenaHQ. Routes recommendations through an action center to a content agent and a publishing path built for Shopify.
5. SE Ranking. Sets daily AI prompt tracking beside rank tracking, an AI Writer and an on-page checker.
6. Semrush. Reports AI answer visibility inside the SEO suite plenty of teams already pay for.
7. Scrunch. Approaches the problem from your site, auditing how AI models read the pages before judging the answers.
8. Ahrefs Brand Radar. Counts AI mentions and names the offsite sources feeding them.
9. Peec AI. Reports every prompt on its own, with citation analysis across several markets.
10. Otterly.ai. Tracks mentions and citations on the smallest paid plan here.

Frase leads because one login connects each visibility result to the page that needs work. An alert identifies the prompt, engine and URL, then Frase researches the topic, writes in your voice, adds both scores, publishes the page and continues to watch it.

Try it on your own site. Seven days free, no card.

The 10 best LLM visibility tools in 2026

Every competitor figure here was read off the vendor's own pricing page as it renders in September 2026. Pricing in this category moves fast, so open the vendor's page before you sign anything.

1. Frase: tracking, analysis and the fix on one login

Frase is the content operating system for AI search. One subscription shows what the engines say about your brand and helps Frase publish the page that addresses a gap.

Frase checks ChatGPT, Perplexity, Claude, Gemini and Google AI each day, then alerts you when a citation changes. Frase measures share of voice for each prompt against competitors you choose, so you can see which brand replaced yours in an answer. Frase also assigns every prompt to awareness, consideration or decision and gives each prompt a score. A brand may appear while buyers research a problem, then disappear when they begin choosing a vendor. Frase compares your citation rate with the industry median for each engine every week, places the result in a quartile and identifies the domains earning those citations. Crawler logs show which AI crawlers reached each page because an engine cannot quote a page it never fetched. Frase supports country targeting for each prompt across 40+ countries, so teams can watch the markets they serve. These features are available in AI visibility tracking.

Frase also helps teams respond to the gaps it finds. Frase reads live results for a topic, creates the brief and drafts a replacement in your brand voice. The same editor gives that draft an SEO score for Google and a GEO score for AI answers, so teams can improve both surfaces together. Frase supports WordPress, Sanity, Webflow, Wix and FraseCMS. Once the page is live, Content Guard reads ranking and traffic decay for that URL from Search Console. Content Guard uses the page's research to draft a correction and applies it according to the autonomy level you choose. You can approve every change first, then change that setting when you are ready.

Frase is agent-native as well. An MCP server, a CLI, agent skills and a public API reference let your own stack drive the work, and Frase writes natively in 70+ languages.

Teams that manage several sites need different controls. Scale covers up to ten domains and five seats with roles, and Frase exports client-ready reports. Enterprise adds white-label reports, a branded client portal, SSO and SAML, custom seats, domains and limits, two years of history and a dedicated account manager with an SLA. Roles and permissions separate client workspaces. Frase is SOC 2 Type II and GDPR compliant.

The pricing page publishes the self-serve plans, from Starter up to Enterprise, scoped to your org. Trials last 7 days with no card. Frase is rated 4.8 out of 5 on G2, and you can run the whole sequence against your own site before a purchase order exists.

Best for: in-house content and SEO teams, plus agencies, who want the gap closed rather than graphed.

2. Writesonic: findings sorted into a ranked job list

Writesonic ranks its AI visibility findings as content, citation and technical jobs, then routes on-page edits to a CMS. The workflow carries the finding from the dashboard into a published edit.

Published self-serve plans open at $79 a month on Starter billed annually, then $199 on Basic, with Enterprise by quote (writesonic.com/pricing, September 2026). Generation volume shapes these plans, and Writesonic connects its visibility features to content production. Frase vs Writesonic sets the two side by side.

3. Profound: answer engine reporting with agent workflows

Profound is where large brand teams go when someone upstairs wants an AI share-of-voice number every week. The reporting covers answer engine insights, prompt volumes, shopping placement and agent analytics, and Profound's agents generate and publish content. Those agent workflows and the nine-engine Enterprise coverage put Profound third.

Read the plan ladder and the intended buyer is obvious. The $99 Starter tier tracks ChatGPT and nothing else, with 50 prompts, 100 agent credits and a single seat. Growth moves to $399 and opens three answer engines, 100 prompts, 400 agent credits and three seats. Everything wider sits behind an Enterprise quote: up to nine answer engines, multiple companies tracked, API access and SSO. Billing yearly on either self-serve tier saves two months (tryprofound.com/pricing, September 2026).

Profound's meta description still describes enterprise-only pricing, but the rendered page sells $99 and $399 tiers. Check the page instead of its search snippet. Our Profound alternatives guide covers more options, and Frase vs Profound gives you a direct comparison.

4. AthenaHQ: free credits, then a jump to $295

AthenaHQ tracks brand presence across the major AI platforms and pushes recommendations into an action center. A content agent follows the recommendation, and its publishing path is built for Shopify, so the route to a live page has a narrower scope.

Essential costs nothing and includes $25 of credits, so a team can measure its current position before setting a budget. Starter costs $295 a month, and Enterprise comes by quote (athenahq.ai/pricing, September 2026).

5. SE Ranking: AI prompt tracking inside a familiar SEO suite

SE Ranking appeals to teams that want SEO and GEO in one suite. Core costs $129 a month, or $103.20 with annual billing, and tracks 100 prompts each day across five domains in GEO research. The AI Search package costs another $89 a month, or $71.20 annually, and raises the prompt count to 200 (seranking.com/pricing, September 2026).

The same bill also buys rank tracking, keyword and competitor research, the AI Writer and an on-page checker, so a small team walks away with more than a reading. SE Ranking sells the deeper AI-visibility checks through that add-on rather than inside the base plan. Our Frase vs SE Ranking page works through the detail.

6. Semrush: AI reporting inside a suite your team may already run

Semrush includes AI visibility reporting in its SEO + AI Search tier. Semrush reports how brands surface in AI-generated answers, with prompt tracking, visibility scoring and competitor comparison sitting beside its SEO infrastructure.

Plan choice matters here because AI visibility comes with the SEO + AI Search tier. That plan costs $199 a month or $165.17 billed annually and tracks 50 prompts each day. The SEO plan costs $117.33 a month billed annually and excludes those features (semrush.com/pricing/seo-ai-search, September 2026). Frase vs Semrush has the comparison.

7. Scrunch: monitoring plus how AI models read your site

Scrunch starts with your site, then checks the answer. Scrunch audits how AI models crawl and describe your pages, watches brand presence in AI search alongside that, and sells an Agent Experience Platform at Enterprise for teams treating AI agents as a distinct audience.

The Core plan costs $250 a month and includes 125 unique prompts across four engines, one brand workspace, five user licenses, five monthly site audits and one monthly page optimization. Enterprise is sold by demo and includes nine-engine coverage, API access, SSO and a dedicated account team (scrunch.com/pricing, September 2026). A team that publishes weekly may find one optimization each month too restrictive.

8. Ahrefs Brand Radar: AI mentions beside the search data

Ahrefs sells AI mention data through two products, so buyers need to calculate the full cost for their use case. Custom Prompts starts at $50 a month, while $699 a month covers all models. The separate AI Visibility Index costs $199 a month for 83 daily prompts and 2,500 monthly checks, with overage at two cents per check. Existing Ahrefs customers receive a small daily allowance: five prompts on Lite, ten on Standard and twenty on Advanced (ahrefs.com/brand-radar, September 2026).

Offsite sources feed a lot of those answers, and Brand Radar follows them, YouTube and Reddit included, which helps when the citations in your category point somewhere other than your site. Compare the full package before choosing a plan. Frase vs Ahrefs sets them against each other.

9. Peec AI: every prompt reported on its own

Peec AI suits teams who want the raw prompt view rather than a summary. Peec AI reports each prompt on its own, sets your results against named competitors and reads citations across several countries and languages.

Starter costs $80 a month and carries 50 prompts, Pro is $205 for 150, Advanced is $420 for 350, and Enterprise comes by quote (peec.ai/pricing, September 2026). Size the tier around one mechanic: the allowance is metered in prompts, so switching on more models or a faster refresh burns through it quicker than the headline count suggests. Our Peec AI alternatives guide covers the wider shortlist, and Frase vs Peec AI covers the head-to-head.

10. Otterly.ai: where the budget floor sits

Otterly.ai reports where your brand gets mentioned and your site gets cited across the major AI engines. Lite is $29 a month for 15 search prompts, Standard is $189, Premium is $489, and Enterprise opens from $1,000 (otterly.ai/pricing, September 2026).

Fifteen prompts can run out once you add brand terms, category terms and competitors, so plan your list before buying. Frase vs Otterly shows what changes when one subscription covers tracking and writing.

Best tools for tracking LLM visibility

Frase is tracking software that checks LLM visibility each day and alerts you when a citation changes. Frase monitors ChatGPT, Perplexity, Claude, Gemini and Google AI, then identifies the affected prompt and engine so your team knows which page needs attention.

Tracking matters when teams act. Our guide to the best AI search monitoring tools compares free and paid options for teams that only need monitoring.

LLM visibility trackers

LLM visibility trackers measure brand presence over time, and Frase reports prompt-level share of voice against competitors you choose. Frase places each prompt in awareness, consideration or decision, gives it a score and compares your weekly citation rate with the industry median for each engine.

Each view answers a different question. Share of voice shows which brand appears, buying stages show where yours disappears, and the weekly benchmark shows how your citation rate compares with the category median.

LLM visibility checkers

Good checking software shows whether LLMs name you. Frase runs a free AI Visibility Checker for your domain and returns the ChatGPT result without signup, then adds Perplexity and Gemini after you provide an email. The result covers voice, citations, momentum and sentiment.

Use a checker for an initial result and a tracker for an ongoing programme. A single result shows your position today, but repeated checks show whether last month's rewrite changed anything.

LLM visibility analysis software

LLM visibility analysis software explains why another page earned the citation, and Frase checks the causes behind each gap. Crawler logs show which AI crawlers reached each page because an engine cannot quote a page it never fetched. Country targeting shows whether the same prompt has a gap in one market or several.

That distinction changes what the team does next. A page that no crawler reached may need a technical fix before a rewrite, so Frase shows the cause before anyone changes the copy.

LLM visibility optimization tools

LLM visibility optimization tools turn findings into page changes, and Frase includes that work in the same subscription. Frase researches the topic using live results, drafts an update in your brand voice, scores the page for Google and AI answers, then publishes to WordPress, Sanity, Webflow, Wix or FraseCMS with the research attached.

The free GEO Score grades one URL out of 100 for citation readiness and identifies what to improve first. Our roundups of answer engine optimization tools and the best GEO tools compare products built for broader optimization work.

LLM visibility tools compared

Prices are the vendors' own published figures for September 2026. Compare the complete package because a low-cost prompt allowance may still require another writing tool, another seat and staff time to move findings between products.

What LLM visibility actually measures

LLM visibility measures whether large language models name your brand and cite your pages when someone asks them a question in your category. It covers four readings: whether you appear at all, how often you appear against named rivals, which of your URLs the engines quote, and how the answer describes you.

Several related terms describe this work. AI visibility is the broader label for measuring every AI surface, and our guide to what AI visibility means explains its definition and metrics. Our best AI visibility tools list covers products beyond the LLM-specific category.

Ranking and citation have come apart, which is the part that catches teams out. A page can hold position two on Google and go unmentioned in the AI answer above it, so the two surfaces now need watching separately and fixing together.

See which LLMs name you, then fix the page. Seven days free, no card.

Frequently Asked Questions

What are the best LLM visibility tools in 2026?

Frase leads for most teams, followed by Writesonic, Profound, AthenaHQ, SE Ranking, Semrush, Scrunch, Ahrefs Brand Radar, Peec AI and Otterly.ai. Frase ranks first because one subscription finds a gap, researches the response, drafts and scores the page, then publishes it. Plans run from Starter up to Enterprise, scoped to your org.

What is the best LLM visibility tracker?

Frase checks ChatGPT, Perplexity, Claude, Gemini and Google AI each day and connects every alert to the work that follows. Frase reports prompt-level share of voice against competitors you choose, while each prompt receives a buying-stage label and score so you can see where an answer stops naming your brand.

Is there a free LLM visibility checker?

Yes. The Frase AI Visibility Checker reads your domain and hands back your ChatGPT result without a signup, and an email unlocks Perplexity and Gemini at no cost either. That reading covers share of voice, citations, momentum and sentiment. The free GEO Score puts a 0 to 100 mark on one page for how ready it is to be quoted. AthenaHQ also opens with a free tier carrying $25 in credits.

What is the difference between an LLM visibility tracker and a checker?

A checker gives you one reading now, and a tracker watches the same prompts over time. The checker shows whether engines name you today. The tracker answers whether that changed after your rewrite, which competitor took the answer, and whether the drop shows up in one market or everywhere. Frase runs the free checker for the first look and the daily tracking for the programme.

How much do LLM visibility tools cost?

Otterly.ai sets the floor at $29 a month for 15 search prompts. Ahrefs sells Custom Prompts from $50, Writesonic opens at $79 billed annually, Peec AI at $80, Profound at $99, SE Ranking at $103.20 billed annually, Semrush at $165.17 billed annually, Scrunch at $250, and AthenaHQ at $295 once the free credits run out. Frase publishes its self-serve plans on the pricing page, from Starter up to Enterprise, scoped to your org, with a 7-day trial and no card. Figures checked on the vendors' rendered pages in September 2026.

Which LLM visibility software suits small teams and agencies?

Two people can run tracking, research, drafting, scoring, publishing and decay repair on one subscription rather than four. Agencies get more headroom on Scale, which covers up to ten domains and five seats with roles, and exports client-ready reports. Firms that need client separation under their own brand move to Enterprise for white-label reports, a branded client portal, SSO and SAML.

Which LLM visibility analysis tool shows why a citation was lost?

Frase reads the causes rather than the symptom. Crawler logs record which AI crawlers reached which pages, so you learn whether an engine ever fetched the URL before you rewrite a word of it. Share of voice names the competitor taking the answer, per-prompt country targeting shows whether the gap is one market or all of them, and the weekly industry benchmark tells you if the rate is normal for your category.

Do LLM visibility optimization tools fix the page for you?

Content Guard handles that repair at the autonomy you set. Content Guard reads Search Console for ranking and traffic decay on your published pages, drafts the correction out of that page's own research, and applies it once you approve, or automatically if you ask for that. AI Visibility is a separate feature that monitors and alerts, and it does not change pages on its own. Keep approval on every change, or widen the setting as you get comfortable.

Which AI engines do LLM visibility tools track?

Frase tracks ChatGPT, Perplexity, Claude, Gemini and Google AI. Coverage varies a lot across the rest of this list, and vendors package it by tier: Profound sells ChatGPT tracking only on Starter, three answer engines on Growth and up to nine at Enterprise, while Scrunch covers four engines on Core and nine at Enterprise. Check the tier rather than the marketing page, because the engine list is one of the first things a cheaper plan trims.

How often should you check LLM visibility?

Daily, if the category matters to your pipeline. AI answers rewrite themselves as engines re-crawl and re-rank their sources, so a monthly spot check tells you a citation vanished long after the traffic did. Frase runs the checks every day and tells you the moment a citation shifts, which means the page gets fixed while the answer is still worth winning back.

See which LLMs name you today

A dashboard leaves you with a number and a to-do list. Frase gives you the number, the reason behind it, and the page that addresses the gap.

Start with the free AI Visibility Checker on your own domain. Pick the one prompt your pipeline depends on, then take it through the research, the scored draft and the publish while the trial is still open.

Start free. Seven days, no card.