Ceyo Review 2026

Summary

• Monitoring-only platform: Ceyo tracks brand mentions in ChatGPT, Gemini, Claude, Perplexity, and Grok but lacks content generation, AI crawler logs, and traffic attribution that Promptwatch offers
• Affordable entry point: Starting at $49/mo makes it accessible for small businesses and startups testing AI visibility
• Limited model coverage: Supports 5 AI models vs Promptwatch's 10+ (missing DeepSeek, Mistral, Meta AI, Copilot)
• No optimization tools: Shows you where you're invisible but doesn't help you fix it -- no content gap analysis or AI writing agent like Promptwatch provides
• Best for: Brands wanting basic AI monitoring on a budget who are willing to handle optimization separately

Ceyo is a GEO platform launched to help brands understand how they appear in AI-generated search results. It monitors five major AI models -- ChatGPT, Gemini, Claude, Perplexity, and Grok -- and shows you which prompts trigger mentions of your brand, how you rank against competitors, and what sentiment AI models express when discussing your products. The company is based in the Netherlands and targets marketing teams, agencies, and brand managers who need visibility into the AI search landscape.

The platform's core promise is straightforward: track your brand's presence in AI answers so you know where you stand. You define test queries (prompts), Ceyo runs them across the supported AI models, and you get a dashboard showing visibility percentages, sentiment scores, average ranking position, and which competitors appear alongside you. It's a monitoring tool first and foremost -- you see the data, but you're on your own to act on it.

Prompt Analytics Dashboard

The main interface is a table of prompts you're tracking. Each row shows a query like "Best laptop for developers" or "Top project management tools" along with visibility percentage (how often your brand appears), sentiment (positive/neutral/negative), average position, impact level, competing brands, category, and geographic region. You can filter by category, sort by visibility, and drill into individual prompts to see the full AI responses.

This is useful for understanding your current state. If you're at 12% visibility for "Top CRM for startups" while HubSpot is at 85%, you know you have a problem. The sentiment tracking helps you catch negative mentions before they spread. The geographic breakdown (US, UK, Germany, Netherlands, Singapore, Japan, Australia, Brazil, India, Canada, France) shows regional differences in how AI models perceive your brand.

What's missing: Ceyo doesn't tell you why you're invisible or what content you need to improve. It shows the gap but doesn't analyze it. Promptwatch's Answer Gap Analysis, by contrast, identifies the specific topics, angles, and questions your website is missing that competitors cover -- then generates the content to fill those gaps.

Brand Mention Tracking

Ceyo monitors real-time mentions of your brand and products across AI responses. You see which specific products get recommended (e.g. "MacBook Pro M3" for development laptops, "GitHub Copilot" for code generation) and can track how often each appears. The interface shows sample AI responses with your brand highlighted, so you can read the exact context.

This is helpful for understanding how AI models frame your products. Are they positioning you as premium or budget? Do they mention your key features or ignore them? Are competitors getting better descriptions? You get the qualitative context that raw visibility numbers miss.

Limitation: You can't see which pages AI models are citing or where they're getting their information. Ceyo shows the output (the AI response) but not the input (the sources). Promptwatch's citation and source analysis shows exactly which pages, Reddit threads, YouTube videos, and domains AI models reference -- so you know where to publish and what to optimize.

AI-Powered Analytics Assistant

Ceyo includes a chatbot that answers questions about your data in natural language. You can ask "How is my brand performing on ChatGPT?" or "Which prompts am I losing to competitors?" and get conversational answers. It's a nice UX touch that makes the data more accessible, especially for non-technical users.

The assistant pulls from your scan results and can surface trends you might miss in the raw tables. It's not doing deep analysis -- it's summarizing what's already in your dashboard -- but it saves time compared to manually filtering and sorting.

Smart Action Plans

Ceyo generates a prioritized list of recommendations based on your scan results. Examples include "Optimize homepage content for AI crawlers", "Create comprehensive FAQ section", "Build industry authority content", and "Monitor competitor AI mentions". Each action has an impact rating (high/medium/low) and a category (content/strategy/analysis).

This is where Ceyo tries to move beyond monitoring into optimization, but it's surface-level. The recommendations are generic -- every brand gets told to add structured data and create FAQs. There's no specific guidance on which FAQs to write, what structured data is missing, or how to build authority content that AI models will actually cite.

Compare this to Promptwatch's approach: it shows you the exact prompts competitors rank for that you don't, identifies the missing content themes, then uses an AI writing agent (trained on 880M+ citations) to generate articles, listicles, and comparisons engineered to get cited. You're not guessing what to write -- you're creating content based on real citation data and prompt volumes.

LLM Coverage and Geographic Tracking

Ceyo supports ChatGPT, Gemini, Claude, Perplexity, and Grok. Google AI Overview and Copilot are marked "coming soon". You can track prompts across 11 countries (US, UK, Germany, Netherlands, Singapore, Japan, Australia, Brazil, India, Canada, France) and see how visibility varies by region.

This is solid for basic multi-model monitoring, but the coverage is narrower than Promptwatch (which monitors 10+ models including DeepSeek, Mistral, Meta AI, and Copilot). If you're targeting global markets or want comprehensive AI search coverage, you'll miss data from models Ceyo doesn't support.

The geographic tracking is useful for international brands. You might rank well for "best CRM" in the US but poorly in Germany, which tells you where to focus localization efforts. However, Ceyo doesn't offer city-level or state-level tracking, which limits granularity for regional campaigns.

Competitive Benchmarking

You can add competitors to your dashboard and see how your visibility compares across prompts. The interface shows which brands appear alongside yours, their average positions, and their visibility percentages. This helps you identify who you're losing to and where.

The competitor tracking is straightforward but limited. You see the rankings but not the why. Promptwatch's competitor heatmaps show not just who's winning but which specific content, citations, and sources are driving their visibility -- so you can reverse-engineer their strategy.

Source Intelligence

Ceyo claims to show "which domains and articles AI platforms cite when mentioning your brand". Based on the website content, this appears to be a planned feature rather than a fully built capability. The marketing copy mentions it, but the screenshots and feature descriptions don't show a source analysis interface.

If implemented, this would be valuable -- knowing which Reddit threads, YouTube videos, or blog posts AI models reference when discussing your brand helps you influence the narrative. But as of now, it's unclear how deep this feature goes or whether it's live.

Who Is Ceyo For

Ceyo targets three groups:

Small businesses and startups testing AI visibility for the first time. The $49/mo entry price (Core plan) makes it accessible if you're just starting to think about GEO. You get basic monitoring without a huge commitment. However, you'll quickly hit the limits of monitoring-only data -- you'll see where you're invisible but won't have tools to fix it.

Agencies managing multiple clients who need a simple dashboard to show AI visibility metrics. The interface is clean and client-friendly. You can track multiple brands, compare competitors, and generate reports. But if clients ask "What should we do about this?", you're building strategies manually. Agencies using Promptwatch get content gap analysis and AI-generated articles they can deliver as part of their service.

Brand managers at mid-size companies who need to report on AI search presence to executives. Ceyo gives you the visibility numbers and sentiment tracking to show leadership where the brand stands. The AI assistant makes it easy to pull quick insights for meetings. But you'll need separate tools or teams to actually improve those numbers.

Who should NOT use Ceyo: Brands that want to optimize, not just monitor. If you need content recommendations, gap analysis, AI crawler logs, traffic attribution, or tools to actually improve your AI visibility, Ceyo won't get you there. It's a dashboard, not an optimization platform.

Integrations & Ecosystem

Ceyo doesn't mention integrations with Google Search Console, analytics platforms, CMS tools, or APIs. There's no browser extension, mobile app, or developer documentation visible on the site. This is a standalone web app -- you log in, view your dashboard, and that's it.

For agencies and enterprises, the lack of API access or export capabilities is limiting. You can't pull Ceyo data into Looker Studio, feed it into your data warehouse, or build custom workflows. Promptwatch offers Looker Studio integration and a full API for exactly these use cases.

Pricing & Value

Ceyo offers three plans:

• Core: $49/mo -- for getting started (details not specified on main site)
• Standard: Pricing not disclosed on main site
• Enterprise: Custom pricing

One source mentions $89/mo as a starting price, suggesting the Core plan may have limited features or the pricing has changed. Annual billing is available but discounts aren't specified.

Compare this to Promptwatch:

• Essential: $99/mo (1 site, 50 prompts, 5 AI-generated articles, basic tracking)
• Professional: $249/mo (2 sites, 150 prompts, 15 articles, AI crawler logs, state/city tracking)
• Business: $579/mo (5 sites, 350 prompts, 30 articles, full optimization suite)

Ceyo is cheaper at the entry level, but you're paying for monitoring only. Promptwatch costs more because it includes content generation, gap analysis, crawler logs, and traffic attribution -- the tools you need to actually improve your AI visibility. If you're serious about GEO, paying for monitoring alone means you'll need to buy or build optimization tools separately.

Strengths

Affordable entry point: $49-89/mo makes AI visibility tracking accessible for small businesses and startups who can't justify $249+/mo for a full optimization platform.

Clean, intuitive interface: The dashboard is easy to navigate. Non-technical users can understand visibility percentages, sentiment scores, and competitor comparisons without training.

Multi-model monitoring: Tracking five AI models (ChatGPT, Gemini, Claude, Perplexity, Grok) in one place saves time vs manually querying each model.

Geographic coverage: 11-country tracking helps international brands understand regional differences in AI visibility.

Limitations

Monitoring-only approach: Ceyo shows you where you're invisible but doesn't help you fix it. No content gap analysis, no AI writing agent, no optimization recommendations beyond generic action items. Promptwatch closes this loop by identifying missing content, generating articles, and tracking results.

No AI crawler logs: You can't see which AI models are crawling your website, which pages they're reading, or errors they encounter. Promptwatch's crawler logs show real-time AI bot activity so you can fix indexing issues.

No traffic attribution: Ceyo doesn't connect AI visibility to actual website traffic or revenue. You see your visibility score improve but can't prove ROI. Promptwatch offers code snippet, GSC integration, and server log analysis to attribute traffic to AI search.

Limited model coverage: Five models vs Promptwatch's 10+ (missing DeepSeek, Mistral, Meta AI, Copilot). If your audience uses models Ceyo doesn't support, you're flying blind.

No prompt intelligence: Ceyo doesn't show prompt volumes, difficulty scores, or query fan-outs. You're guessing which prompts matter most. Promptwatch provides volume estimates and difficulty ratings so you prioritize high-value, winnable prompts.

No Reddit or YouTube tracking: AI models heavily cite Reddit discussions and YouTube videos, but Ceyo doesn't surface these sources. Promptwatch tracks both, showing you which threads and videos influence AI recommendations.

No ChatGPT Shopping tracking: If you're an e-commerce brand, you can't monitor product recommendations in ChatGPT's shopping features. Promptwatch includes this.

Unclear source analysis: The website claims source intelligence but doesn't show how it works or whether it's fully built.

Bottom Line

Ceyo is a basic AI visibility monitoring tool for brands that want to see where they stand in ChatGPT, Gemini, Claude, Perplexity, and Grok. It's affordable, easy to use, and gives you the visibility numbers and sentiment tracking to understand your current state. The interface is clean, the AI assistant is helpful, and the competitive benchmarking shows you who you're losing to.

But it stops there. Ceyo is a dashboard, not an optimization platform. You see the problem but you're on your own to solve it. There's no content gap analysis to show you what's missing, no AI writing agent to generate articles, no crawler logs to fix indexing issues, no traffic attribution to prove ROI. The action plans are generic, the prompt intelligence is shallow, and critical channels like Reddit and YouTube are ignored.

For brands serious about AI search visibility, Promptwatch is the stronger choice. It costs more ($99-579/mo vs $49-89/mo) but delivers the full optimization loop: find gaps, generate content, track results. You're not just monitoring -- you're improving. Ceyo works if you want cheap monitoring and plan to handle optimization yourself. Promptwatch works if you want to actually rank in AI search.