Ceyo vs Opttab (2026): Which AI visibility tracker is better?

Key Takeaways

• Ceyo starts at $49/mo (Core plan) while Opttab starts at $83/mo (Starter) -- Ceyo is 41% cheaper at entry level
• Both platforms track the same core AI models (ChatGPT, Claude, Gemini, Perplexity) but neither offers content generation or gap analysis tools
• Opttab includes AI bot analytics and site audit features that Ceyo doesn't mention, giving it an edge for technical optimization
• Ceyo emphasizes sentiment analysis and impact scoring across prompts, while Opttab focuses on GEO scoring and competitor ranking
• Neither platform appears to offer crawler log monitoring, Reddit/YouTube tracking, or the action-oriented features found in platforms like Promptwatch
• For pure monitoring at the lowest price, pick Ceyo. For deeper technical insights and GEO scoring, pick Opttab.

Overview

Ceyo

Ceyo

Track your brand's visibility across ChatGPT, Gemini, Claude, and Perplexity

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Ceyo positions itself as a straightforward GEO monitoring platform that tracks brand visibility across ChatGPT, Gemini, Claude, and Perplexity. The platform focuses on prompt analytics -- showing you which queries surface your brand, how often you're mentioned, sentiment analysis, and where you rank against competitors. Ceyo's dashboard displays visibility percentages, average position, impact scores, and categorizes prompts by relevance and volume. Pricing starts at $49/mo for the Core plan, with Standard and Enterprise tiers available.

Opttab

Opttab

Cross-LLM visibility tracking for AI search

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Opttab takes a similar monitoring approach but adds a GEO scoring system and technical audit features. Beyond tracking visibility across the same AI models (ChatGPT, Claude, Gemini, Perplexity, plus Grok and Mistral), Opttab includes AI bot analytics to see how AI crawlers interact with your site, plus a site audit tool for optimization recommendations. The platform emphasizes "GEO score" as a metric for how well-optimized your content is for AI discovery. Pricing starts at $83/mo for Starter, with an Agency plan at $416/mo. Free trial available.

Side-by-Side Comparison

Pricing comparison

Ceyo wins on entry-level pricing by a significant margin. Opttab's Starter plan costs 70% more than Ceyo's Core plan. For agencies, Opttab lists a specific $416/mo price point while Ceyo keeps Enterprise pricing behind a contact form.

AI model coverage

Both platforms cover the big four: ChatGPT, Claude, Gemini, and Perplexity. Opttab adds Grok and Mistral to the mix, giving it six models total vs Ceyo's four.

Neither platform mentions Google AI Overviews, Meta AI, DeepSeek, or Copilot -- models that are increasingly important for brand visibility in 2026. If you need comprehensive coverage across all major AI search engines, you'll want to look at platforms with broader model support.

Prompt analytics and visibility tracking

Ceyo's dashboard shows:

• Visibility percentage per prompt
• Sentiment (Positive/Neutral/Negative)
• Average position
• Impact score (High/Medium/Low relevance and volume)
• Brand mentions and competitor comparison
• Category and geography tagging

Opttab's dashboard shows:

• Visibility score (percentage)
• GEO score (0-100 scale)
• Number of responses and prompts tracked
• Position ranking (#1, #2, etc.)
• Sentiment as a positivity score
• Source impact breakdown (which URLs AI models cite)
• Competitor ranking comparison

The core difference: Ceyo emphasizes impact scoring to help you prioritize prompts, while Opttab emphasizes GEO scoring to measure optimization quality. Ceyo's approach is more about understanding which prompts matter. Opttab's approach is more about measuring how well you're optimized for AI discovery.

Both show you where you rank against competitors, but Opttab's competitor view includes visual ranking charts and percentage breakdowns across multiple brands simultaneously.

Technical optimization features

This is where Opttab pulls ahead.

Opttab includes:

• AI Bot Analytics: See which AI crawlers are hitting your site, how often, and what they're reading. This is critical for understanding whether AI models can even discover your content.
• Site Audit / GEO Audit: Get specific recommendations for optimizing your site for AI discovery. Opttab analyzes your content and suggests improvements.

Ceyo doesn't mention either feature. It's purely a monitoring dashboard -- you see the data, but you're on your own for figuring out what to fix.

Neither platform offers the depth of crawler monitoring you'd get from platforms like Promptwatch, which shows real-time logs of AI crawlers, errors they encounter, and indexing issues. But Opttab at least gives you visibility into bot behavior, while Ceyo doesn't.

Promptwatch

Track and optimize your brand visibility in AI search engines

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Content creation and gap analysis

Neither Ceyo nor Opttab helps you create content or identify gaps.

Both platforms will show you where you're invisible (prompts where competitors appear but you don't), but neither will:

• Generate content designed to rank in AI search
• Analyze what's missing from your site that AI models want
• Provide prompt volume estimates or difficulty scores
• Suggest specific topics or angles to cover

You're getting monitoring and measurement, not optimization tools. If you want to actually improve your AI visibility (not just track it), you'll need to either do the content work manually or use a platform that includes content generation and gap analysis.

User interface and workflow

Based on the screenshots:

Ceyo uses a table-based interface with columns for each metric (visibility, sentiment, avg position, impact, brands, category, geography). It's dense and information-rich -- good for scanning lots of prompts quickly, but potentially overwhelming if you're new to GEO.

Opttab uses a dashboard-style interface with cards, charts, and visual breakdowns. The GEO score is front and center, with trend graphs and model distribution charts. It feels more approachable for someone who wants a quick health check vs diving into granular prompt data.

Neither platform shows a particularly modern or polished UI based on the available screenshots. Both look functional but not beautiful.

Team and enterprise features

Opttab explicitly mentions:

• Team management
• API keys for custom integrations
• Enterprise SSO

Ceyo doesn't mention any of these features on their site. If you're an agency managing multiple clients or a larger team that needs role-based access and SSO, Opttab is the safer bet.

What's missing from both platforms

Neither Ceyo nor Opttab offers:

• Content generation (AI writing tools to create articles that rank in AI search)
• Answer gap analysis (specific topics/questions your site is missing)
• Reddit or YouTube tracking (discussions that influence AI recommendations)
• ChatGPT Shopping monitoring
• Prompt volume estimates or difficulty scoring
• Query fan-outs (how prompts branch into sub-queries)
• Traffic attribution (connecting AI visibility to actual website traffic)

These are monitoring-only platforms. You get visibility into where you stand, but you're on your own for improving it. If you want a platform that helps you take action -- not just see the problem -- you'll want something with content optimization and generation capabilities.

Pros and cons

Ceyo pros

• Lowest entry price at $49/mo
• Impact scoring helps prioritize which prompts matter
• Sentiment analysis across prompts
• Clean prompt analytics table view

Ceyo cons

• No AI bot analytics or crawler monitoring
• No site audit or optimization recommendations
• Fewer AI models tracked (4 vs Opttab's 6)
• No team features or API mentioned
• No free trial mentioned

Opttab pros

• AI bot analytics shows crawler behavior
• GEO audit provides optimization recommendations
• Tracks 6 AI models (includes Grok and Mistral)
• Team management and API access
• Enterprise SSO available
• Free trial available
• Source impact breakdown (which URLs get cited)

Opttab cons

• 70% more expensive at entry level ($83 vs $49)
• GEO scoring methodology not clearly explained
• Still lacks content generation and gap analysis
• UI looks dated based on screenshots

Who should pick Ceyo

Pick Ceyo if:

• You're on a tight budget and $49/mo is your ceiling
• You only need basic visibility monitoring across the big four AI models
• You want impact scoring to prioritize prompts
• You're comfortable doing optimization work yourself without audit tools
• You're a solo marketer or small team that doesn't need collaboration features

Who should pick Opttab

Pick Opttab if:

• You want AI bot analytics to see how crawlers interact with your site
• You need GEO audit recommendations to guide optimization
• You're tracking Grok or Mistral in addition to the big four
• You're an agency managing multiple clients (Agency plan at $416/mo)
• You need team features, API access, or SSO
• You want to try before you buy (free trial available)

Final verdict

Ceyo wins on price. Opttab wins on features.

If you're just starting with AI visibility tracking and need the cheapest option, Ceyo gets you in the door at $49/mo. You'll see where you rank, which prompts mention you, and how sentiment breaks down. That's enough to understand the landscape.

If you're serious about improving your AI visibility (not just tracking it), Opttab's bot analytics and GEO audit tools give you actionable next steps. The extra $34/mo buys you technical insights that Ceyo doesn't provide.

But here's the reality: both platforms are monitoring-only dashboards. They show you the problem but don't help you fix it. You're still stuck manually creating content, guessing at what AI models want, and hoping it works. For a platform that closes the loop -- showing you what's missing, helping you create optimized content, then tracking the results -- you'd want something with content generation and gap analysis built in.

One sentence summary: Ceyo is the budget option for basic tracking; Opttab is worth the premium if you need technical audit tools and bot analytics.