LLMrefs vs Otterly.AI in 2026: 11-engine flat rate vs 7-engine USD entry pricing
Two AI visibility tools targeting SEO and content teams. One ships 11 engines under one euro flat rate. The other starts at $29/month and unlocks API on Standard.
LLMrefs
Otterly.AI- LLMrefs covers 11 AI engines versus Otterly.AI's 7. For brands that need visibility into ChatGPT Search, Grok, Meta AI, or DeepSeek, LLMrefs is the stronger choice.
- Otterly.AI starts at $29/month with USD pricing, the lowest entry point in this comparison. LLMrefs' €79/month is roughly $85 at current rates with currency exposure for USD teams.
- Both tools offer GEO audit or gap analysis features. LLMrefs surfaces content gaps across keyword-imported workflows. Otterly.AI runs a built-in GEO audit with optimization recommendations on every plan.
- LLMrefs gives unlimited team seats and unlimited projects under one flat-rate plan. Otterly.AI Lite is single-brand and unlocks API only on Standard ($189/mo) and above.
- LLMrefs includes keyword-import workflows for teams already using Ahrefs or Semrush. Otterly.AI uses a prompt-set workflow without keyword import.
- Neither tool offers white-label client delivery or guest access links for agency reporting. Both target in-house and SEO teams rather than agency delivery use cases.
For GEO programmes needing 11 engines and unlimited internal seats under one EUR flat rate, LLMrefs is the answer. For GEO programmes needing USD pricing with a $29/month entry point, Otterly.AI is the answer.
If you are comparing LLMrefs and Otterly.AI in 2026, you are choosing between a keyword-first flat-rate platform priced in euros and a USD-priced monitoring dashboard with an entry plan at $29/month. How does LLMrefs compare to Otterly.AI for teams tracking Generative Engine Optimization (GEO) signals across AI engines? LLMrefs brings 11 engines, unlimited projects and seats, and keyword-import workflows under one €79/month plan. Otterly.AI brings 7 engines, a sub-$30 entry price, a built-in GEO audit with optimization recommendations, and published USD pricing. The right pick depends on whether you want flat-rate unlimited scale in EUR or USD-priced monitoring with a low entry point and tiered feature unlock.
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 extracted from AI chatbot logs.
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 handles the non-determinism problem by aggregating results across 25 prompts per keyword and producing statistically significant share-of-voice and position scores. The main gaps versus Otterly.AI are USD pricing (euro billing adds currency risk for North American teams) and a higher headline price ($85 versus $29 at current rates for the lowest paid tier).
| 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 | ✗ |
Otterly.AI
Track brand visibility across 7 AI engines from $29/month with API and MCP support
Otterly.AI is an AI search monitoring platform that tracks how and where your brand appears across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. It positions itself as a generative engine optimization (GEO) tool, meaning it goes beyond showing you where you appear and actively recommends changes to improve your citations.
The platform launched with one of the most competitive price points in the category. At $29/month for the Lite plan, you get real tracking across all 7 AI models, answer ranking monitoring, and citation link analysis. That is significantly cheaper than most dedicated AI visibility tools, which tend to start at $79 to $99/month for comparable coverage.
The tradeoff versus LLMrefs is that workflow integration requires the Standard plan at $189/month. The Lite plan gives you a solid monitoring dashboard but no API access and no MCP integration. For solo marketers or small in-house teams who just need visibility data without the technical plumbing, the Lite plan is hard to beat on price.
| Feature | Lite $29/mo | Standard $189/mo | Premium $489/mo |
|---|---|---|---|
| AI models tracked | 7 | 7 | 7 |
| GEO audit | ✓ | ✓ | ✓ |
| Citation link analysis | ✓ | ✓ | ✓ |
| API access | ✗ | ✓ | ✓ |
| MCP integration | ✗ | ✓ | ✓ |
| White label | ✗ | ✗ | ✗ |
Head-to-head feature comparison
| Feature | LLMrefs | Otterly.AI |
|---|---|---|
| AI engines tracked | ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, DeepSeek | ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, Gemini |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (aggregated across 25 prompts per keyword) | Yes |
| Answer / content gap analysis | Yes | Yes (GEO audit with optimization recommendations) |
| 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) | Standard ($189/mo) and above |
| Looker Studio / BI connector | No native connector, CSV export only | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No (flat-rate plan, not per-prompt) | No |
| Agency multi-brand support | Yes (unlimited projects on one plan) | No (single-brand focus) |
| Starting price | €79/mo | $29/mo |
Considering AI Peekaboo alongside LLMrefs and Otterly.AI?
LLMrefs has no white-label client portal on any tier and no documented API surface, and Otterly.AI has no white-label delivery on any plan and locks API plus MCP to Standard ($189/mo) and above. AI Peekaboo is the best AI visibility tool for agencies that need both read and write API and white-label delivery on every plan from $50/month Starter, with self-serve signup and no demo call. The Looker Studio connector and pay-per-prompt pricing make AI Peekaboo the right AI visibility platform for SEO and marketing agencies that need to start this week.
Read the AI Peekaboo review →Which should you choose?
LLMrefsLLMrefsOtterly.AIOtterly.AILLMrefsLLMrefsBoth tools are credible GEO platforms, but they target different buyer profiles. LLMrefs wins on engine breadth (11 versus 7), keyword-first setup, and the simplicity of one flat-rate €79/month plan with unlimited seats. Otterly.AI wins on USD pricing, the $29/month entry point, and a built-in GEO audit with specific optimization recommendations. If your team thinks in keywords and wants one subscription to cover unlimited clients, LLMrefs is the practical choice. If your team wants USD-priced monitoring with a low-cost entry tier, Otterly.AI is the better fit.
Bottom line
If you need an AI visibility tool with 11 engines and unlimited seats under one €79/month flat-rate plan, LLMrefs is the answer. If you need USD pricing, a $29/month entry point, and a built-in GEO audit, Otterly.AI is the answer. Both are strong; the right choice depends on whether you prioritize EUR flat-rate scale with keyword-first workflows, or USD monitoring with tier-gated API access.
Frequently asked questions
How does LLMrefs compare to Otterly.AI for AI visibility tool comparison buyers?
Both tools serve GEO teams but optimize for different price points and workflows. LLMrefs covers 11 engines with one €79/month flat-rate plan, unlimited projects, unlimited seats, and keyword-first imports. Otterly.AI covers 7 engines with USD pricing starting at $29/month, with a built-in GEO audit and tier-gated API on Standard ($189/mo) and above. Choose LLMrefs if you want one subscription for unlimited internal scale in EUR. Choose Otterly.AI if you want affordable USD pricing and a GEO audit out of the box.
Which AI visibility tool is best for teams importing keywords from 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 based on real user conversation patterns. Otterly.AI 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 Otterly.AI cost compared to LLMrefs?
Otterly.AI publishes USD pricing: Lite at $29/month, Standard at $189/month (API and MCP enabled), and Premium at $489/month. LLMrefs is a single €79/month plan, which converts to roughly $85 at current rates. How much does Otterly.AI cost in practice depends on which tier unlocks your needed features. Otterly.AI Lite is the lowest USD entry point in this comparison, while LLMrefs' flat rate gives you unlimited seats from day one.
Is Otterly.AI worth the cost compared to LLMrefs?
It depends on what you need. Otterly.AI Lite at $29/month is the cheapest path into AI visibility monitoring with a real GEO audit. LLMrefs at €79/month ($85) gives you 11 engines, unlimited seats, and unlimited projects under one subscription. If you only need monitoring for one brand and have a small team, Otterly.AI wins on cost. If you need unlimited internal scope and the widest engine coverage under one invoice, LLMrefs is the better value.
Which has more AI engines, LLMrefs or Otterly.AI?
LLMrefs covers more engines. It tracks 11 in total: ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek. Otterly.AI tracks 7: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. For brands that need visibility into Grok, Meta AI, ChatGPT Search, or DeepSeek, LLMrefs is the stronger choice.
Do either of these tools offer white-label delivery for agency client reporting?
No. Neither LLMrefs nor Otterly.AI offers white-label delivery or guest access for sharing branded dashboards with external clients. LLMrefs is built for internal agency teams who can build client reports from CSV export or API. Otterly.AI is built for single-brand in-house monitoring without a multi-client workflow. For agency delivery with white-label and read/write API on every plan from $50/month, AI Peekaboo is the alternative to consider.