Knowatoa vs Archipel AI: Complete Comparison 2026
Choosing between Knowatoa and Archipel AI can be challenging. Both are solutions, but they have distinct differences. In this comprehensive comparison, we'll analyze features, pricing, and use cases to help you make the best decision.
An AI search visibility monitoring and optimization tool that tracks how a brand is mentioned, ranked, cited, and perceived across major AI platforms (AI Overviews/AI Mode, ChatGPT, Perplexity, Claude, Gemini, etc.), with competitor analysis, recommendations, and integrations (exports, API, dashboards).
- Multi-platform AI tracking (ChatGPT, Perplexity, Claude, Gemini)
- Google AI Overviews tracking
- Brand mention tracking
A France-based GEO (Generative Engine Optimization) / AIO (AI Optimization) agency helping brands improve their visibility and citations in AI assistants and AI search engines (e.g., ChatGPT, Claude, Perplexity, Copilot) through audits, technical optimizations, and optimized content.
- Website/technical audit
- AI content optimization suggestions
- AI crawler/bot analytics
Key Features Comparison
Here's a detailed breakdown of features offered by each platform:
| Feature | Knowatoa | Archipel AI |
|---|---|---|
| Multi-platform AI tracking (ChatGPT, Perplexity, Claude, Gemini) | ||
| Google AI Overviews tracking | ||
| Brand mention tracking | ||
| Citation and source tracking | ||
| AI visibility score/metrics | ||
| Sentiment analysis | ||
| Competitive benchmarking / Share of voice | ||
| Actionable recommendations | ||
| Historical tracking and trends | ||
| Daily data refresh | ||
| CSV exports | ||
| API access | ||
| Looker Studio connector | ||
| Automated reporting | ||
| Keyword research | ||
| Multi-country support | ||
| Multi-language support | ||
| AI crawler/bot analytics | ||
| Team collaboration / Workspaces | ||
| Free plan available | ||
| Website/technical audit | ||
| AI content optimization suggestions | ||
| GEO optimization for AI assistants (ChatGPT, Claude, Perplexity, Copilot) and AI search engines | ||
| Advanced GEO strategies (AI optimization methodology) | ||
| Creation/optimization of "GEO-optimized" articles (content designed to be cited in AI answers) | ||
| GEO "boosters" (targeted actions to accelerate outcomes) | ||
| Personalized consulting | ||
| Training + free masterclass (GEO/AIO enablement) | ||
| Experimentation & results-driven positioning |
Pricing Analysis
Archipel AI is more affordable at $0/month, offering a 59.00 dollars savings compared to its competitor.
Pros and Cons
Knowatoa
- Broad coverage (AI Overviews/AI Mode + major chatbots) with multi-locale and multi-language tracking
- Strong GEO focus: competitor insights + citations/sources + sentiment/accuracy
- Solid data layer: exports, scheduled exports, API, Looker Studio, Google Sheets, NinjaCat
- AI Search Console is useful to detect AI-bot crawlability/blocking issues
- Self-serve plans (Starter/Growth) plus Enterprise for custom needs (frequency, integrations, support)
- Can track multiple sites in one account (shared question quota)
- Pricing is built around a "question" quota (you need to design and maintain a good question set)
- Enterprise (starting at $499/mo) is custom: exact scope depends on requirements
- Processed answers/month differs widely by plan—watch this if you need very broad coverage (many questions, languages, locations)
Archipel AI
- Very GEO/AIO-focused positioning (specialist vs. general-purpose suite)
- End-to-end service approach: audit -> technical optimizations -> content -> "booster" actions
- Training/masterclass helps onboard SEO/content/brand stakeholders
- They emphasize fast outcomes and a test-and-learn mindset
- No clearly public pricing: likely custom quotes (harder to compare directly with SaaS tools)
- Public website is more positioning than operational detail (deliverables, cadence, exact KPIs)
- Execution-heavy (agency model): outcomes depend on scope, content quality, and iteration cycles
- The provided domain (.fr) was not directly accessible during fetch (technical access error)
Best Use Cases
Each platform excels in different scenarios:
KnowatoaBest for
- 1SEO/GEO/LLMO: measure visibility + citations in AI Overviews/AI Mode and major chatbots
- 2Competitive intel: track AI rankings, share of voice, and identify competitor gaps
- 3Brand & Comms: monitor sentiment, perception, and factual accuracy in AI answers
- 4Content strategy: discover high-value questions/keywords and prioritize content
- 5Agencies: multi-client workflows (prospect accounts), collaboration, reporting, exports & dashboards
- 6Data teams: connect via API/Looker/Sheets for internal or client dashboards
Archipel AIBest for
- 1B2B/B2C brands aiming to be cited in AI answers for their categories
- 2Website optimization to improve "AI crawlability" and content structure
- 3GEO-driven content strategy: pages/FAQs/articles designed to be used and cited by AI systems
- 4AI competitive visibility audit: compare presence/citations vs competitors on key queries
- 5Enablement: train SEO/marketing teams on GEO/AIO and define an action plan
Feature Comparison
| Criteria | Knowatoa | Archipel AI |
|---|---|---|
| Free Plan | ||
| Starter Price | $59/mo | - |
| Standard Price | $199/mo | - |
| Number of Features | 20 | 11 |
Conclusion
Both Knowatoa and Archipel AI are excellent solutions. Knowatoa is ideal for seo/geo/llmo: measure visibility + citations in ai overviews/ai mode and major chatbots, while Archipel AI excels at b2b/b2c brands aiming to be cited in ai answers for their categories. Your choice should depend on your specific needs and budget.
Frequently Asked Questions
Which is better: Knowatoa or Archipel AI?
It depends on your specific needs. Knowatoa is better for seo/geo/llmo: measure visibility + citations in ai overviews/ai mode and major chatbots, while Archipel AI excels at b2b/b2c brands aiming to be cited in ai answers for their categories. Consider your priorities and budget before making a decision.
Is Knowatoa more expensive than Archipel AI?
Archipel AI is more affordable at $0/month, offering a 59.00 dollars savings.
What is the main difference between Knowatoa and Archipel AI?
The main difference lies in their focus. Knowatoa offers Multi-platform AI tracking (ChatGPT, Perplexity, Claude, Gemini), while Archipel AI stands out with Website/technical audit. Knowatoa targets seo/geo/llmo: measure visibility + citations in ai overviews/ai mode and major chatbots, whereas Archipel AI is designed for b2b/b2c brands aiming to be cited in ai answers for their categories.
Which one is easier to use for beginners: Knowatoa or Archipel AI?
Both platforms are designed to be user-friendly. Knowatoa broad coverage (ai overviews/ai mode + major chatbots) with multi-locale and multi-language tracking, while Archipel AI very geo/aio-focused positioning (specialist vs. general-purpose suite). We recommend trying the free version of each to see which interface suits you better.
Which offers the best value for money: Knowatoa or Archipel AI?
Archipel AI offers the most competitive pricing at $0/month. However, the best value depends on which features you actually need. If you require multi-platform ai tracking (chatgpt, perplexity, claude, gemini), Knowatoa might be worth the investment. For website/technical audit, Archipel AI could be the better choice.
Can I switch from Knowatoa to Archipel AI easily?
Yes, migrating between Knowatoa and Archipel AI is generally possible. Most platforms offer export features that allow you to transfer your data. We recommend exporting your content before switching and checking the import options available on the new platform.
Which is better for small businesses: Knowatoa or Archipel AI?
For small businesses, Archipel AI at $0/month is often the most practical choice due to budget constraints. However, Knowatoa excels at seo/geo/llmo: measure visibility + citations in ai overviews/ai mode and major chatbots, while Archipel AI is ideal for b2b/b2c brands aiming to be cited in ai answers for their categories. Consider your specific business requirements before deciding.
Are there free alternatives to Knowatoa and Archipel AI?
Both Knowatoa and Archipel AI offer free plans with limited features. These free versions are great for testing or light usage. For more advanced needs, the paid plans unlock additional features and higher usage limits.
Can I use both Knowatoa and Archipel AI together?
Yes, many users combine both tools to leverage their unique strengths. Knowatoa can handle seo/geo/llmo: measure visibility + citations in ai overviews/ai mode and major chatbots, while Archipel AI takes care of b2b/b2c brands aiming to be cited in ai answers for their categories. This approach can maximize productivity if budget allows.
What are the pros and cons of Knowatoa compared to Archipel AI?
Knowatoa's strengths include broad coverage (ai overviews/ai mode + major chatbots) with multi-locale and multi-language tracking, but it has limitations like pricing is built around a "question" quota (you need to design and maintain a good question set). Archipel AI offers very geo/aio-focused positioning (specialist vs. general-purpose suite), though no clearly public pricing: likely custom quotes (harder to compare directly with saas tools). The best choice depends on which trade-offs matter most to you.
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A GEO (AI visibility) platform to analyze how AI models understand your website, get actionable optimization recommendations, track mentions across AI platforms, and benchmark visibility against competitors. vs A France-based GEO (Generative Engine Optimization) / AIO (AI Optimization) agency helping brands improve their visibility and citations in AI assistants and AI search engines (e.g., ChatGPT, Claude, Perplexity, Copilot) through audits, technical optimizations, and optimized content.
A GEO / AI Search monitoring tool that automatically tracks brand visibility (mentions, link citations, rankings) across multiple AI platforms, with reporting, exports, and a Looker Studio connector. vs An AI search visibility monitoring and optimization tool that tracks how a brand is mentioned, ranked, cited, and perceived across major AI platforms (AI Overviews/AI Mode, ChatGPT, Perplexity, Claude, Gemini, etc.), with competitor analysis, recommendations, and integrations (exports, API, dashboards).