Knowatoa vs Otterly.AI in 2026: Four-chatbot API access versus seven-engine GEO audit
A focused $59/month four-chatbot monitor with API access on every plan, or a $29/month seven-engine platform with a built-in GEO audit.
Knowatoa
Otterly.AI- Knowatoa tracks four AI chatbots on every plan: ChatGPT, Claude, Gemini, and Perplexity. Otterly.AI tracks seven AI models on every plan: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. If Google AI Overviews, AI Mode, or Copilot coverage matters for your category, Otterly.AI is the only one of the two with that coverage.
- Otterly.AI Lite at $29/month is the lowest entry price in the AI visibility category for a tool covering seven AI engines. Knowatoa Starter costs $59/month. For tight budgets, Otterly.AI wins on price-to-coverage.
- Knowatoa includes API access on every plan including the $59/month Starter. Otterly.AI locks API access and MCP integration behind the Standard plan at $189/month. For programmatic Generative Engine Optimization (GEO) workflows on a self-serve budget, Knowatoa wins.
- Otterly.AI includes a built-in Generative Engine Optimization (GEO) audit on every plan that identifies gaps in AI search presence and generates optimization recommendations. Knowatoa includes citation source tracking on every plan, but does not run a structured GEO audit.
- Both tools track Claude as one of their coverage platforms. The differentiator is breadth on the Otterly side (seven engines including Google AI Overviews and Copilot) versus focused four-chatbot monitoring with API access on the Knowatoa side.
- Neither tool includes white-label delivery on any tier. Agencies using either Knowatoa or Otterly.AI need to build their own reporting wrapper or export data into existing client report templates.
Choosing between Knowatoa and Otterly.AI is a trade-off between depth and price, because both are self-serve AI visibility tools at accessible price points. Knowatoa costs $59/month on Starter and tracks four AI chatbots: ChatGPT, Claude, Gemini, and Perplexity, with API access on every plan and citation source tracking included. Otterly.AI costs $29/month on the Lite plan and tracks seven AI models including ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini, plus a built-in Generative Engine Optimization (GEO) audit with optimization recommendations. For solo marketers and small in-house teams, both fit a self-serve budget, but the workflow layers differ. Knowatoa is built for individual brands and consultants who want citation source data and API access at the entry tier. Otterly.AI is built for content teams who want monitoring plus an action-ready GEO audit for $29/month. The right pick depends on whether you prioritise Claude coverage and API access, or seven-engine scope plus a GEO audit at the lowest price in the category.
The tools at a glance
Knowatoa
Brand mention tracking across ChatGPT, Claude, Gemini, and Perplexity
Knowatoa is a self-serve AI visibility monitoring tool that tracks brand mentions across ChatGPT, Claude, Gemini, and Perplexity on every plan. The platform is positioned as an accessible alternative to enterprise tools that require sales calls, with the Starter tier at $59/month including API access from day one. For individual brands and freelancers who want to move beyond manual chatbot testing, Knowatoa is a clean entry point.
The platform includes competitor benchmarking and citation source tracking on every plan, which gives users share-of-voice data across all four AI chatbots and shows which URLs AI systems cite when mentioning their brand. For content strategy decisions, the citation tracking is the most actionable layer: it tells you which pages are earning AI citations and which competitor pages are winning in your category, which directly informs what to publish or update next.
The main limitation versus Otterly.AI is the narrower engine scope and the absence of a built-in GEO audit. Knowatoa is built for brands and consultants who want focused four-chatbot monitoring with citation tracking and API access, not for content teams that need monitoring plus practical Generative Engine Optimization (GEO) recommendations on the same platform.
| Feature | Starter $59/mo | Growth $199/mo | Enterprise Custom |
|---|---|---|---|
| AI platforms tracked | 4 | 4 | 4 |
| Custom prompts | Limited | Unlimited | Unlimited |
| Competitor tracking | ✓ | ✓ | ✓ |
| Citation source tracking | ✓ | ✓ | ✓ |
| API access | ✓ | ✓ | ✓ |
| Monitoring frequency | Daily | Daily | Real-time |
| GEO audit | ✗ | ✗ | ✗ |
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, going beyond showing you where you appear and actively recommending 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 seven AI models, answer ranking monitoring, citation link analysis, and a GEO audit that surfaces specific content and practical changes to improve citation frequency. That is significantly cheaper than most dedicated AI visibility tools.
The tradeoff is that workflow integrations require the Standard plan at $189/month. The Lite plan gives you a solid monitoring dashboard and GEO audit but no API access and no MCP integration. For Generative Engine Optimization (GEO) teams building agent workflows, Standard is the entry tier for programmatic data; for solo marketers and small in-house teams wanting monitoring plus optimization guidance, Lite is hard to beat.
| 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 | Knowatoa | Otterly.AI |
|---|---|---|
| AI engines tracked | ChatGPT, Claude, Gemini, Perplexity | ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, Gemini |
| Competitive share-of-voice | Yes | Yes (domain ranking) |
| Prompt-level citation data | Yes (citation source tracking) | Yes (citation link analysis) |
| Answer / content gap analysis | Limited | Yes (GEO audit) |
| Category intelligence | No | Limited |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | Limited |
| API access | Yes, all plans | Standard and above |
| Looker Studio / BI connector | No (API only) | No (API only) |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No | No |
| Agency multi-brand support | Limited | Limited |
| Starting price | $59/mo | $29/mo |
Considering AI Peekaboo alongside Knowatoa and Otterly.AI?
Neither Knowatoa nor Otterly.AI offers white-label delivery on any tier, and Otterly.AI locks API access to the Standard plan at $189/month. AI Peekaboo is the AI visibility platform with white-label reports, with API and white-label available from Starter tier at $50/month. Self-serve signup with no sales call, 5 AI surfaces covered including Google AI Overviews and AI Mode, plus pay-per-prompt pricing for SEO agencies that need branded client delivery.
Read the AI Peekaboo review →Which should you choose?
KnowatoaOtterly.AIOtterly.AIKnowatoaOtterly.AIKnowatoaOtterly.AIThe cleanest way to think about these two tools is by price-to-coverage versus API-first. Knowatoa is a focused four-chatbot monitor with API access and citation tracking at $59/month, suited to developers and consultants who want programmatic data access. Otterly.AI is a seven-engine platform with a built-in GEO audit at $29/month, suited to in-house content teams who want monitoring plus practical optimization recommendations. The deciding criteria is whether you want API access on the Starter tier or seven-engine scope plus a GEO audit at the lowest price in the category.
Bottom line
If you need a clean four-chatbot monitor with citation source tracking and API access at $59/month for a single brand or freelance practice, Knowatoa is the practical choice. If you need seven-engine coverage including Google AI Overviews, AI Mode, and Copilot, plus a built-in GEO audit, at $29/month for the cheapest entry in the category, Otterly.AI is the better value. The defining question is whether you want API access on the entry tier or maximum engine scope plus a GEO audit at the lowest price.
Frequently asked questions
How does Knowatoa compare to Otterly.AI on price?
Knowatoa starts at $59/month on the Starter tier, $199/month on Growth, and Enterprise on a custom quote. Otterly.AI starts at $29/month on Lite, $189/month on Standard, and $489/month on Premium. At the entry tier, Otterly.AI is $30 cheaper per month and covers seven engines versus four for Knowatoa. At the mid tier, the prices are similar ($199 versus $189) with comparable coverage. Choose based on which features matter most.
Which AI visibility tool has the better GEO audit, Knowatoa or Otterly.AI?
Otterly.AI includes a structured Generative Engine Optimization (GEO) audit on every plan that identifies gaps in AI search presence and generates specific content and practical recommendations. Knowatoa does not include a GEO audit on any tier. For Generative Engine Optimization (GEO) programmes that need monitoring plus practical recommendations in one platform, Otterly.AI is the more practical choice.
Which AI engines does each tool track?
Knowatoa tracks four AI chatbots on every plan: ChatGPT, Claude, Gemini, and Perplexity. Otterly.AI tracks seven AI models on every plan: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. The four engines both cover are ChatGPT, Claude, Gemini, and Perplexity. Otterly.AI adds Google AI Overviews, AI Mode, and Microsoft Copilot. Choose based on which surfaces matter most.
Which AI visibility tool has API access at the lowest tier?
Knowatoa includes API access on every plan including the $59/month Starter. Otterly.AI locks API access and MCP integration behind the Standard plan at $189/month. For developers and teams building programmatic Generative Engine Optimization (GEO) workflows that need API access at the entry price point, Knowatoa is the practical choice; Otterly.AI requires jumping to Standard for API access.
Is Otterly.AI a good alternative to Knowatoa?
Otterly.AI is a relevant alternative if you prioritise seven-engine coverage (including Google AI Overviews, AI Mode, and Copilot) and want a built-in GEO audit. Knowatoa is the right choice if you prioritise API access at the entry tier, Claude coverage with citation tracking, and a USD-denominated plan that avoids EUR conversion. Both serve individual brands and consultants; the differentiator is the additional three engines and GEO audit you get with Otterly.AI for $30 less per month.
Is there a free trial for Knowatoa or Otterly.AI?
Neither tool publicly advertises a permanent free tier. Knowatoa does not have a free plan, with the Starter tier at $59/month as the entry point. Otterly.AI also does not have a free plan, with Lite at $29/month as the entry point. Check each website for current trial availability, as these vary seasonally.