LLMrefs vs Rankscale in 2026: 11-engine unlimited flat rate vs 17+ engine USD tiered
Two AI visibility tools competing on engine breadth. One ships 11 engines with unlimited seats in EUR. The other tracks 17+ engines at $20/month USD with API locked to Growth.
LLMrefs
Rankscale- Rankscale tracks 17+ AI engines versus LLMrefs' 11. For brands that want the widest published surface set including Mistral, Rankscale is the stronger choice.
- LLMrefs ships unlimited projects and seats under one €79/month plan with API access included. Rankscale Essentials at $20/month has no API, with API unlocked only on Growth ($385/mo) and above.
- LLMrefs is priced in EUR with currency exposure for USD teams. Rankscale publishes USD pricing, which is more predictable for North American budgets.
- LLMrefs uses a keyword-first workflow with auto-generated prompts. Rankscale uses a prompt-set workflow without keyword import.
- Rankscale Essentials at $20/month is one of the cheapest paid entries in the AI visibility market. LLMrefs' €79/month is roughly $85 at current rates.
- Neither tool offers white-label delivery; Rankscale adds white-label only at its $780/month Enterprise plan. For agency client reporting at lower cost, look elsewhere.
If you are choosing between LLMrefs and Rankscale in 2026, you are choosing between a single EUR flat-rate plan and a USD-priced four-tier platform competing on engine breadth. How does LLMrefs compare to Rankscale for Generative Engine Optimization (GEO) teams? LLMrefs brings 11 engines, unlimited projects and seats, keyword-import workflows, and API access under one €79/month plan. Rankscale brings 17+ engines tracked including DeepSeek, Grok, Mistral, Google AI Overviews, and Copilot, with USD pricing starting at $20/month and API access gated to Growth ($385/mo) and above. The right pick depends on whether you want one EUR subscription that covers unlimited clients and seats, or USD-priced tiered monitoring across the widest published engine list.
The tools at a glance
LLMrefs
Keyword-based AI search visibility tracking across 11 engines with share of voice, citations, and unlimited agency seats
LLMrefs is an AI search analytics platform that tracks brand presence across 11 generative AI engines: ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek. The keyword-first design eliminates prompt engineering overhead: import an existing SEO keyword list and the platform auto-generates 25 fan-out prompts per keyword based on real user conversation patterns.
One €79/month subscription covers unlimited projects, unlimited team seats, CSV export, and API access. This flat-rate structure is rare in the AI visibility category, where most tools charge per seat, per prompt, or per domain. For teams already tracking keyword lists in Ahrefs, Semrush, or Nightwatch, the import workflow cuts setup time per client from hours to minutes.
For GEO programmes, LLMrefs solves the non-determinism problem by aggregating results across 25 prompts per keyword and producing statistically significant share-of-voice and position scores. The main trade-off versus Rankscale is fewer tracked engines (11 versus 17+) and EUR pricing that exposes USD teams to currency risk.
| Feature | All in One €79/month |
|---|---|
| AI engines tracked | 11 |
| Max prompts tracked | 500 per organization |
| Prompts per keyword | Auto-generated fan-out, ~25 |
| Projects | Unlimited |
| Team seats | Unlimited |
| Geo-targeting | 50+ countries |
| CSV export | ✓ |
| API access | ✓ |
| Source citation tracking | ✓ |
| Content gap analysis | ✓ |
| White label | ✗ |
Rankscale
Track brand citations across 17+ AI engines with affordable self-serve plans
Rankscale is an AI visibility tracker that monitors brand presence and citations across more than 17 AI engines, including ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, DeepSeek, Grok, Copilot, Mistral, and AI Mode. The breadth of model coverage is the platform's primary differentiator: most competitors track five to nine models, while Rankscale's count is genuinely wider.
The platform operates on a self-serve model with four pricing tiers starting at $20/month. This positions it as one of the most affordable formal AI visibility tools available, sitting below AI Peekaboo's $50/month Starter and well below enterprise-only platforms. The tradeoff is fewer workflow and delivery features, no API access on lower tiers, and no agency tooling on the lower plans.
Rankscale is suited to individual marketers, brand managers, and SEO practitioners who want broad AI model coverage without investing in a full enterprise platform. The Growth and Enterprise tiers unlock more prompt volume and API access, but the core product remains a monitoring and reporting tool rather than an operational platform with API integrations.
| Feature | Essentials $20/mo | Pro $99/mo | Growth $385/mo | Enterprise $780/mo |
|---|---|---|---|---|
| AI engines tracked | 17+ | 17+ | 17+ | 17+ |
| API access | ✗ | ✗ | ✓ | ✓ |
| White-label delivery | ✗ | ✗ | ✗ | ✓ |
| Competitor tracking | ✓ | ✓ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | LLMrefs | Rankscale |
|---|---|---|
| AI engines tracked | ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, DeepSeek | 17+ engines: ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, DeepSeek, Grok, Copilot, Mistral, AI Mode, more |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (aggregated across 25 prompts per keyword) | Yes |
| Answer / content gap analysis | Yes | Yes |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | Included (under-documented on website) | Growth ($385/mo) and Enterprise |
| Looker Studio / BI connector | No native connector, CSV export only | No |
| White-label delivery | No | Enterprise ($780/mo) only |
| Pay-per-prompt pricing | No (flat-rate plan, not per-prompt) | No |
| Agency multi-brand support | Yes (unlimited projects on one plan) | Limited (single-brand focus) |
| Starting price | €79/mo | $20/mo |
Need white-label AI visibility reports alongside LLMrefs and Rankscale?
Neither LLMrefs nor Rankscale includes white-label delivery on standard tiers. AI Peekaboo is the best AI visibility tool for agencies that need white-label client reports, with guest access links included on every plan from $50/month. For SEO and marketing agencies delivering branded reports to clients, AI Peekaboo covers the gap without enterprise contracts.
Read the AI Peekaboo review →Which should you choose?
LLMrefsRankscaleRankscaleRankscaleLLMrefsLLMrefsLLMrefsBoth tools compete on engine breadth, but they optimize for different buyer profiles. LLMrefs wins on workflow depth (11 engines plus keyword-first setup plus unlimited seats plus API on one plan in EUR). Rankscale wins on engine count (17+ engines tracked, including Mistral) and on USD pricing that starts at $20/month. If you want one EUR subscription that covers unlimited internal scope, LLMrefs is the practical choice. If you want the widest published engine list at the lowest USD entry point and do not need API or unlimited seats, Rankscale is the better fit.
Bottom line
If you need an AI visibility tool with 11 engines, keyword-import workflows, and unlimited seats under one €79/month flat-rate plan, LLMrefs is the answer. If you need USD pricing with the widest published engine list starting at $20/month and do not need API on lower tiers, Rankscale is the answer. Both are strong; the right choice depends on whether you prioritize EUR flat-rate unlimited scale with broader workflows, or USD-priced monitoring with the widest published engine list.
Frequently asked questions
How does LLMrefs compare to Rankscale for an AI visibility tool comparison?
Both tools serve GEO teams but optimize for different price points and depth. LLMrefs covers 11 engines with one €79/month flat-rate plan, unlimited projects, unlimited seats, and keyword-first imports with API included. Rankscale covers 17+ engines with USD pricing from $20/month, and API access only on Growth ($385/mo) and above. Choose LLMrefs if you want one EUR subscription for unlimited monitoring scope. Choose Rankscale if you want USD pricing with the widest published engine list and do not need API on lower tiers.
Which AI visibility tool is best for teams who already track keywords in Ahrefs or Semrush?
LLMrefs is the better fit. Its keyword-first workflow imports existing SEO keyword lists directly and auto-generates 25 fan-out prompts per keyword. Rankscale uses a prompt-set workflow without a keyword import path, so you would need to translate your keyword list into tracked prompts manually. For SEO teams whose workflows revolve around keyword lists, LLMrefs removes that translation step.
How much does Rankscale cost compared to LLMrefs?
Rankscale publishes USD pricing: Essentials at $20/month, Pro at $99/month, Growth at $385/month with API included, and Enterprise at $780/month with white-label. LLMrefs is a single €79/month plan, which converts to roughly $85 at current rates. How much does Rankscale cost in practice depends on whether you need API and white-label, both gated to higher tiers.
Is Rankscale worth the cost compared to LLMrefs?
It depends on what you need. Rankscale is worth the cost if you want the widest published engine list at a low USD entry point. LLMrefs at €79/month gives you 11 engines, unlimited seats, and unlimited projects with API access. If you need breadth across many engines and do not need API or unlimited seats, Rankscale is the better value. If you need unlimited internal scope and a complete monitoring workflow under one invoice, LLMrefs is the better choice.
Which has more AI engines, LLMrefs or Rankscale?
Rankscale tracks more engines. It supports 17+ AI engines including Mistral, which is broader than LLMrefs' 11. LLMrefs covers ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek. For brands that need visibility into Mistral or any other less common engine, Rankscale is the stronger choice.
Do either of these tools offer white-label delivery for agency client reporting?
LLMrefs does not offer white-label. Rankscale adds white-label only on its $780/month Enterprise tier. For agencies needing white-label delivery at a lower cost, AI Peekaboo includes white-label and a read/write API on every plan from $50/month.