Key takeaways
- Most AI visibility tools only monitor — they show you where you're invisible but don't help you fix it. A small number of platforms (Promptwatch, Relixir, AirOps) close the loop with content generation and optimization.
- LLM coverage varies wildly: some tools track 10+ models, others cover just 3-4. If you care about Claude, Grok, or DeepSeek, check the list carefully before buying.
- Crawler log access, traffic attribution, and Reddit/YouTube citation tracking are rare features that separate serious platforms from basic dashboards.
- Price is not a reliable proxy for capability. Some $99/month tools outperform $500/month ones on specific features.
- If you're buying for an agency or multi-brand team, check seat limits and white-label options — they vary enormously.
The AI visibility tools market has exploded. In early 2024, you could count the serious players on one hand. By mid-2026, there are well over 50 platforms claiming to track your brand across ChatGPT, Perplexity, Gemini, and the rest. Most of them do roughly the same thing: run prompts, count mentions, show you a dashboard.
That's fine as a starting point. But if you're a marketing team or agency trying to actually improve your AI search presence, "here's your mention rate" isn't enough. You need to know which prompts you're losing, why, what content to create, and whether your efforts are generating real traffic.
This comparison matrix rates 15 platforms across 12 features that actually matter. Not every platform was built to do all 12 things, and that's okay. The goal is to help you match the right tool to what you actually need.
The 12 features that matter
Before the table, here's what each feature means and why it's on the list.
1. LLM coverage — How many AI models does the platform monitor? ChatGPT and Perplexity are table stakes. Claude, Gemini, Grok, DeepSeek, Copilot, and Meta AI are where coverage starts to diverge.
2. Prompt volume & difficulty scoring — Can the platform tell you how often a prompt is asked and how hard it is to rank for? Without this, you're optimizing blind.
3. Answer gap / competitor analysis — Does it show you which prompts competitors appear in that you don't? This is the single most actionable feature in the category.
4. AI content generation — Can the platform generate optimized articles, listicles, or comparisons based on citation data? This is what separates monitoring tools from optimization platforms.
5. Crawler log access — Can you see which AI crawlers (GPTBot, ClaudeBot, PerplexityBot) are hitting your site, which pages they read, and how often? Critical for diagnosing indexing issues.
6. Traffic attribution — Does the platform connect AI visibility to actual website traffic and revenue? Via code snippet, GSC integration, or server log analysis.
7. Citation & source analysis — Can you see which specific pages, Reddit threads, YouTube videos, and domains AI models are citing? Tells you where to publish.
8. Reddit & YouTube tracking — Does the platform surface third-party content on Reddit and YouTube that influences AI recommendations?
9. Multi-language & multi-region — Can you monitor AI responses in different languages and countries, with persona customization?
10. ChatGPT Shopping tracking — Does the platform track when your brand appears in ChatGPT's product recommendation and shopping carousels?
11. Page-level tracking — Can you see which specific pages on your site are being cited, not just your domain overall?
12. API / Looker Studio integration — Can you export data or build custom workflows on top of the platform?
The comparison matrix
| Tool | LLMs covered | Prompt scoring | Answer gap analysis | AI content gen | Crawler logs | Traffic attribution | Reddit/YT tracking | Multi-region | ChatGPT Shopping | Page-level tracking | API/export | Starting price |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Promptwatch | 10+ | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | $99/mo |
| Profound | Up to 10 | Yes | Yes | No | No | No | No | Yes | No | Yes | Yes | $99/mo |
| Scrunch AI | 9 | Partial | Yes | No | No | No | No | Yes | No | Yes | Yes | $250/mo |
| KIME | 10 | Yes | Yes | Partial | No | No | No | Yes | No | Yes | Yes | €149/mo |
| Peec AI | Up to 10 | Partial | Yes | No | No | No | No | Yes | No | Yes | No | €85/mo |
| Otterly.AI | 4 base | No | Partial | No | No | No | No | Partial | No | Partial | No | $29/mo |
| SE Visible | 5 | No | Partial | No | No | No | No | Partial | No | Yes | No | $99/mo |
| AthenaHQ | 8 | Partial | Yes | No | No | No | No | Yes | No | Yes | Partial | Custom |
| Evertune | 6+ | Yes | Yes | No | No | No | No | Yes | No | Yes | Yes | Custom |
| Semrush AI Toolkit | 5 | No | Partial | Yes (via ContentShake) | No | No | No | Partial | No | Partial | Yes | Bundled |
| Ahrefs Brand Radar | 4-6 | No | No | No | No | No | No | Partial | No | No | Partial | From €654/mo |
| Nightwatch | 4+ | No | No | No | No | No | No | Partial | No | Partial | Yes | Custom |
| Relixir | 6+ | Partial | Yes | Yes | No | Partial | No | Partial | No | Yes | Partial | Custom |
| Visiblie | 8+ | Partial | Yes | No | No | No | No | Yes | No | Yes | No | €79/mo |
| AirOps | 4+ | No | Partial | Yes | No | No | No | No | No | Partial | Yes | Custom |
"Partial" means the feature exists in a limited or add-on form. Data compiled from vendor documentation and public pricing pages as of May 2026. Verify current features with each vendor.
Platform-by-platform breakdown
Promptwatch
Promptwatch is the most complete platform in this comparison. It monitors 10+ AI models, including ChatGPT, Claude, Perplexity, Gemini, Grok, DeepSeek, Copilot, Meta AI, Mistral, and Google AI Overviews. What sets it apart from nearly every other tool here is that it doesn't stop at monitoring.
The Answer Gap Analysis shows you exactly which prompts competitors rank for that you don't. The built-in AI writing agent then generates content (articles, listicles, comparisons) grounded in 880M+ citations analyzed, so the output is engineered to get cited by AI models rather than just filling a content calendar. Crawler logs show which AI bots are visiting your site and which pages they're reading. Traffic attribution closes the loop by connecting AI visibility to actual revenue.
It's the only platform in this comparison rated as a "Leader" across all feature categories in independent 2026 evaluations. Used by 6,700+ brands and agencies including Booking.com and Center Parcs.
Profound
Profound is a strong enterprise-tier option, particularly for teams that need deep prompt research and competitor benchmarking. It covers up to 10 LLMs and has solid page-level tracking. The main gap: it doesn't generate content or provide crawler logs, so you'll still need separate tools to act on the data it surfaces.
Scrunch AI
Scrunch covers 9 LLMs and includes 5 user seats from its Core plan at $250/month, which makes it reasonable for small teams. It's SOC 2 Type II certified, which matters for enterprise procurement. The answer gap analysis is there, but content generation and crawler access are absent.
KIME
KIME tracks 10 AI models and has an "Action Centre" that gives it more optimization flavor than pure monitoring tools. Multi-seat access from €149/month makes it accessible for agencies. Content generation is partial, not a full writing agent. No crawler logs.
Peec AI
Peec AI covers up to 10 LLMs at a relatively low entry price (€85/month). Good for teams that need broad model coverage on a budget. Prompt scoring is partial and there's no content generation or crawler access. Fine for monitoring, limited for optimization.
Otterly.AI
The cheapest serious option at $29/month. Covers 4 base LLMs, which is fine if you only care about the big ones. Answer gap analysis is partial, multi-region support is limited, and there's no content generation. Good for solo marketers or small businesses doing basic brand monitoring.
SE Visible
SE Visible (from SE Ranking) covers 5 LLMs including Google AI Mode, which is a differentiator. Page-level tracking is solid. No prompt scoring, no content generation, no crawler logs. Works well as an add-on for teams already using SE Ranking's SEO suite.
AthenaHQ
AthenaHQ covers 8 LLMs and has answer gap analysis, but it's primarily a monitoring platform. No content generation, no crawler logs, no traffic attribution. Custom pricing means you'll need to talk to sales before knowing if it fits your budget.
Evertune
Evertune positions itself as an enterprise GEO platform with strong analytics and competitor benchmarking. Good LLM coverage and API access. No content generation or crawler logs. Pricing is custom, which puts it out of reach for smaller teams without a procurement conversation.
Semrush AI Toolkit
If your team already uses Semrush, the AI Toolkit adds AI visibility monitoring without a separate subscription. LLM coverage is limited to 5 models and prompt scoring is absent, but the integration with ContentShake AI gives you some content generation capability. The fixed prompt approach limits flexibility for teams with specific monitoring needs.
Ahrefs Brand Radar
Ahrefs Brand Radar is included with Ahrefs subscriptions but the "All platforms" tier that covers 6 engines starts at €654/month. No prompt scoring, no answer gap analysis, no content generation. If you're already an Ahrefs power user, it's a useful addition. As a standalone AI visibility investment, the price-to-feature ratio is hard to justify.
Nightwatch
Nightwatch added AI search monitoring to its existing rank tracking product. It covers 4+ LLMs and has API access. No prompt scoring, no answer gap analysis, no content generation. Best for teams that already use Nightwatch for traditional SEO and want basic AI monitoring layered on top.
Relixir
Relixir is one of the few platforms that combines answer gap analysis with AI content generation, which puts it in a smaller category alongside Promptwatch and AirOps. Coverage is 6+ LLMs. Traffic attribution is partial. Custom pricing.
Visiblie
Visiblie covers 8+ LLMs and has answer gap analysis with multi-region support. No content generation or crawler logs. The €79/month entry price is competitive for the feature set. Good for teams that want broad monitoring without the complexity of a full optimization platform.
AirOps
AirOps is primarily a workflow automation and content generation platform that has added AI visibility features. The content generation capability is strong. LLM monitoring coverage is more limited than dedicated visibility platforms. Best for teams that want to automate GEO content workflows rather than deep monitoring.
How to choose: four buyer profiles
You need to monitor and optimize (the full loop)
You want to know where you're invisible, understand why, create content that fixes it, and track whether it worked. There's one platform that does all of this end-to-end: Promptwatch. The Answer Gap Analysis, AI writing agent, crawler logs, and traffic attribution form a complete cycle that no other platform in this comparison fully replicates.
You need enterprise-grade monitoring with deep analytics
If your primary need is sophisticated benchmarking, prompt research, and competitor analysis at scale, Profound and Evertune are both solid. Profound has stronger prompt research; Evertune has stronger GEO analytics. Neither generates content, so budget for a separate content workflow.
You're an agency managing multiple brands
Look at Scrunch AI (5 seats included, SOC 2), KIME (multi-seat from €149/month), or Promptwatch's agency/enterprise tier. White-label reporting and multi-site management are worth asking about in demos.
You're on a tight budget and just want basic monitoring
Otterly.AI at $29/month is the honest answer. Peec AI at €85/month gives you more LLM coverage. SE Visible at $99/month is worth it if you're in the SE Ranking ecosystem. None of these will help you optimize, but they'll tell you where you stand.
Features most tools still get wrong
It's worth being direct about the gaps that persist across the category, even in 2026.
Traffic attribution is still rare. Most platforms tell you your "mention rate" but can't connect that to actual website visits or revenue. Promptwatch does this via code snippet, GSC integration, or server log analysis. Almost no other platform in this comparison does it reliably.
Crawler log access is nearly absent. Understanding which AI bots are crawling your site, which pages they're reading, and whether they're hitting errors is fundamental to technical GEO. Only Promptwatch provides this in a meaningful way among the tools reviewed here.
Reddit and YouTube are mostly ignored. These are two of the most influential sources for AI citations, and most platforms don't track them at all. If you want to know why a competitor keeps getting cited on a specific topic, you often need to look at what's being discussed on Reddit or covered on YouTube.
ChatGPT Shopping is an emerging blind spot. As ChatGPT's product recommendation features grow, tracking when your brand appears in shopping carousels becomes a real commercial priority. Very few platforms have built this yet.
A note on pricing complexity
One thing that makes this category genuinely confusing: pricing structures are inconsistent. Some platforms charge per prompt, others per brand, others per seat. Some bundle LLM coverage into base plans; others charge extra for each model. A few (Ahrefs Brand Radar, Semrush) bundle AI visibility into existing SEO subscriptions that you may already be paying for.
Before committing to any platform, ask vendors specifically:
- How many prompts are included, and what counts as a prompt?
- Which LLMs are included at the base tier vs. add-ons?
- Is multi-region monitoring included or extra?
- What's the contract length and cancellation policy?
Most platforms offer free trials. Use them. The difference between a tool that looks good in a demo and one that actually fits your workflow is usually apparent within two weeks.
Bottom line
The AI visibility tools market in 2026 is large, noisy, and genuinely useful if you pick the right tool for your actual needs. The matrix above should make that decision faster.
If you want to monitor and do nothing else, there are cheap, capable options starting at $29/month. If you want to monitor, find gaps, create content, and track results, the list gets much shorter. Promptwatch is the only platform in this comparison that covers all 12 features reviewed here, which is why it consistently tops independent evaluations of the category.
The tools that will matter most in 12 months are the ones that help you take action, not just accumulate data.