What are the top LLM tracking tools for marketers? Ranked for 2026
The top LLM tracking tools for marketers, ranked with sourced pricing: Promptwatch, AthenaHQ, Scrunch AI, Profound and the SEO suite add-ons compared.
LLM tracking tools record what large language models say about your brand when buyers ask questions. For marketers the output that matters is not a mention count but a view you can act on: which prompts you win, which competitors beat you, which pages get cited, and whether any of it brings visitors. The top LLM tracking tools for marketers differ mainly in how far they carry you from that first view to a finished fix.
Prices come from vendor pages and catalog entries read on 24 October 2026, and from Promptwatch's published plans.
What marketers need that analysts do not
A marketing team has to report upward, brief writers, and justify spend. That shapes the shortlist. We asked: does the tool produce shareable reports? Does it give writers a content brief? Does it measure AI-referred traffic so the program can be tied to pipeline? And does it cover enough engines that your audience is not elsewhere?
1. Promptwatch
Promptwatch is the most complete answer for marketers because it covers the full chain. Tracking runs daily across engines, with Visibility Score, Share of Voice, Sentiment and position in the answer. Citation analytics lists the pages and domains LLMs cite. Visitor analytics measures AI-referred sessions and conversions from ChatGPT, Perplexity, Gemini, Claude, Copilot and others. Agent Analytics logs IP-verified AI crawler visits. The content side includes content gap analysis with coverage scores, on-demand content creation, Content Refresh suggestions for existing pages, and a Content Agent on Business that plans, writes and publishes on a schedule.
For reporting, any dashboard exports to PDF, reports can be scheduled, and custom reports plus a Looker Studio connector arrive on Professional and agency plans. Agent Chat answers questions over your live data, and MCP plus API access suits teams building their own workflows.
Pricing: Explore is free (10 prompts, ChatGPT only), Essential $95 a month, Professional $245, Business $579. Agency plans run $199, $399 and $799. Crawler logs begin on Professional.
Tradeoff: Business, with the automated Content Agent, is the priciest solo tier.
2. AthenaHQ
AthenaHQ is a GEO platform with a GEO score, an Action Center, a content optimization agent, and Shopify, Webflow, Google Analytics and Search Console connections. A free Essential tier gives 300 credits. Starter is $295 a month with 3,600 credits (one per AI response) across 11 models. A strong pick for marketers who want actions in the same view as tracking.
3. Scrunch AI
Scrunch AI Core is $250 a month: 125 prompts, 5,000 responses a month, 5 site audits, one brand workspace and five seats across four LLMs. It adds sentiment analysis, recommendations and an Agent Experience Platform. Fits teams with technical support behind them.
4. Profound
Profound targets enterprise marketing departments with agents for research, content, reporting and workflows. There is a free 7-day trial and custom Enterprise pricing, with an earlier estimate near $40k a year. Large teams buying across functions may like it, but it is broader than an LLM tracker.
5. SEO suite add-ons
For marketers who already use these suites, the add-ons are the easy first step. Ahrefs Brand Radar includes Custom Prompts on paid Ahrefs plans (daily quotas of 5, 10 or 20) and sells an AI Visibility Index from $199 a month. HubSpot AEO is $50 a month, included in Marketing Hub Pro and Enterprise. Semrush AI Toolkit was listed at $99 a month per domain, which we could not re-verify.
6. Lighter trackers
Otterly.AI from $29 a month (Lite, 15 prompts) and Peec AI offer straightforward monitoring for small programs.
Comparison table
| Tool | Entry price | Reporting | AI traffic | Content help |
|---|---|---|---|---|
| Promptwatch | Free; from $95/mo | PDF, scheduled, Looker Studio | Visitor analytics with conversions | Gap analysis, refresh, Content Agent |
| AthenaHQ | Free; from $295/mo | GEO score | Via Google Analytics connection | Content optimization agent |
| Scrunch AI | From $250/mo | Insights, recommendations | Bot traffic reporting | AXP |
| Profound | Trial; Enterprise custom | Agents for reporting | Agent Analytics | Content agents |
| HubSpot AEO | $50/mo | Inside HubSpot | Not published | Prioritized recommendations |
Who should pick which
- Content-led marketing team: Promptwatch, for gap analysis and publishing in one platform.
- Marketer who wants an action list from a lower entry tier: AthenaHQ's free credits first.
- Technical marketing team: Scrunch AI.
- HubSpot shop: HubSpot AEO as a first look.
Setting expectations
LLM tracking is directional. Answers shift by phrasing, location and day, and no tool can promise a recommendation. Give yourself a baseline of 20 to 30 prompts, review monthly, and pair every visibility gap with a page you can change. The free Explore plan is a low-risk way to see whether your first ten prompts produce anything useful.