Key Takeaways
- Completely different products: Ceyo is a SaaS platform for tracking AI search visibility ($49/mo+). Search Party is a high-touch consultancy that builds custom automation systems ($50K-$500K+ engagements).
- Ceyo is for marketing/SEO teams who need to monitor how their brand appears in ChatGPT, Gemini, Claude, and Perplexity responses. Search Party is for operations leaders who want to automate repetitive internal workflows.
- Price gap is massive: Ceyo starts at $49/month with transparent pricing. Search Party requires custom quotes and six-figure budgets for most engagements.
- Self-service vs done-for-you: Ceyo gives you a dashboard and you do the work. Search Party embeds engineers into your company to build and deploy custom AI agents.
- If you're choosing between these two, you've misunderstood one of them. They don't compete. Ceyo is a monitoring tool. Search Party is a consulting firm.
- Actual overlap: Both touch AI, but that's where it ends. You could theoretically use both -- Ceyo to track external AI visibility, Search Party to automate internal operations.
Overview
Ceyo: AI search visibility tracking
Ceyo monitors how your brand shows up in AI-generated answers across ChatGPT, Gemini, Claude, and Perplexity. It tracks thousands of prompts, measures your visibility percentage, analyzes sentiment, and shows you which competitors are mentioned alongside your brand. The platform gives you prompt-level analytics -- which queries surface your brand, where you rank, and what the AI models are saying about you.
Pricing starts at $49/month for the Core plan, with Standard and Enterprise tiers available. It's a self-service SaaS tool built for marketing teams, SEO professionals, and brand managers who need to understand and improve their presence in AI search results.
Search Party: Custom AI automation consultancy
Search Party

Search Party is not a software product. It's a consultancy that builds custom AI automation systems for businesses. They use what they call the "DOE Framework" -- a diagnostic process that identifies where your team wastes time on repetitive tasks, then engineers custom AI agents to handle that work. Their team embeds directly into your organization to build, deploy, and maintain these systems.
Engagements are custom-priced (estimated $50K-$500K+ based on scope). There's no subscription, no self-service dashboard, no transparent pricing. You apply to their cohort, go through a validation session, and if the ROI math works, they start building. Target customers are operations leaders, CEOs, and department heads at companies with enough budget to justify a six-figure automation project.
Side-by-Side Comparison
| Feature | Ceyo | Search Party |
|---|---|---|
| Product type | SaaS monitoring platform | Custom AI consultancy |
| Starting price | $49/mo | ~$50K+ (custom) |
| What it does | Tracks brand visibility in AI search | Builds custom AI automation systems |
| Target user | Marketing/SEO teams | Operations/exec teams |
| Setup | Self-service signup | Application + validation session |
| AI models tracked | ChatGPT, Gemini, Claude, Perplexity | N/A (builds custom agents) |
| Deliverable | Dashboard with analytics | Custom-built AI workflows |
| Ongoing work | You analyze data and optimize | They maintain and iterate |
| Free trial | Not mentioned | No (validation session) |
| Transparency | Public pricing, clear features | Opaque pricing, consultative |
| Use case | External AI visibility | Internal process automation |
| Competitor set | Promptwatch, Otterly.AI, Peec.ai | Management consulting firms, AI agencies |
What Ceyo actually does
Ceyo is a GEO (Generative Engine Optimization) platform. You connect your brand, define the prompts you care about, and Ceyo runs those prompts across multiple AI models to see if your brand gets mentioned. The dashboard shows:
- Visibility percentage: How often your brand appears in responses
- Sentiment analysis: Whether mentions are positive, neutral, or negative
- Average position: Where you rank when mentioned
- Competitor tracking: Which other brands appear in the same responses
- Prompt categorization: Group queries by topic, intent, or geography
The value is in the monitoring. You can see that your visibility dropped from 85% to 45% for "best project management tools" and investigate why. You can track sentiment shifts over time. You can identify which prompts drive high-intent mentions versus low-relevance ones.
What Ceyo doesn't do: It won't write content for you, optimize your website, or automatically improve your AI visibility. It shows you the data. You have to act on it.
If you're also looking to close the loop -- not just track visibility but actually generate content that improves it -- Promptwatch covers that angle with built-in content gap analysis and an AI writing agent that creates articles grounded in citation data.

What Search Party actually does
Search Party runs a three-phase engagement:
-
Validation (90 minutes): Single session to review your workflow, margins, and goals. They calculate projected ROI. If it doesn't hit their threshold, they don't move forward.
-
Bottleneck Mining (Phase 1): They analyze your metrics to find where headcount is outpacing revenue, then survey and interview your team to identify repetitive, morale-killing tasks.
-
Engineering (Phase 2+): They build custom AI agents using their proprietary orchestration layer. These agents handle the busywork -- data entry, report generation, email triage, whatever the bottleneck analysis surfaced.
The deliverable is not a dashboard. It's a custom-built system that runs in your environment, integrated with your tools, maintained by their team. Think of it like hiring a specialized engineering team for a fixed project, except the output is AI automation instead of a new app.
Search Party positions itself as the solution to "AI tool fatigue" -- the problem where companies have subscribed to 15 AI tools but productivity hasn't moved. Their pitch: stop buying software, start engineering outcomes.
Pricing comparison
| Plan | Ceyo | Search Party |
|---|---|---|
| Entry point | $49/mo (Core) | ~$50K+ (estimated) |
| Mid-tier | Standard (price not listed) | ~$100K-$250K (estimated) |
| Enterprise | Custom | $500K+ (estimated) |
| Billing | Monthly or annual | Project-based |
| Free tier | No | No |
| Transparency | Pricing page exists | No public pricing |
The price gap is the clearest signal that these are not competing products. Ceyo is a tool you buy. Search Party is a consulting engagement you commission.
Use case breakdown
When to use Ceyo
- You're a marketing team that needs to track brand mentions in AI search results
- You're running a GEO/AEO strategy and need data to measure progress
- You want to monitor competitors' AI visibility alongside your own
- You need prompt-level analytics to understand which queries drive mentions
- You have the internal resources to act on the data (content creation, SEO optimization, etc.)
- Your budget is in the hundreds per month, not tens of thousands
When to use Search Party
- You're an operations leader or CEO who knows your team is drowning in busywork
- You have clear, repetitive workflows that eat hours every week (data entry, report generation, email triage, etc.)
- You've tried off-the-shelf AI tools and they didn't move the needle
- You have budget for a six-figure consulting engagement
- You want a custom-built solution, not a SaaS dashboard
- You're willing to go through a validation process and only proceed if ROI is clear
When to use neither
- If you're looking for a do-it-yourself AI automation tool, neither of these fits. Ceyo doesn't automate internal workflows. Search Party doesn't offer a self-service product.
- If you need AI visibility tracking but also want content generation and optimization tools, Ceyo is monitoring-only. Look at platforms like Promptwatch that combine tracking with action.
- If you want to automate workflows but don't have a six-figure budget, Search Party is out of reach. Look at n8n, Zapier, or Make for self-service automation.
Pros and cons
Ceyo pros
- Transparent pricing starting at $49/mo
- Tracks multiple AI models (ChatGPT, Gemini, Claude, Perplexity)
- Prompt-level analytics with sentiment and competitor tracking
- Self-service setup, no sales calls required
- Clear use case: monitor AI search visibility
Ceyo cons
- Monitoring-only -- doesn't help you create content or optimize
- No public details on what's included in each pricing tier
- Limited to four AI models (some competitors track more)
- You still have to do all the work to improve visibility
Search Party pros
- Custom-built solutions tailored to your exact workflows
- Done-for-you service -- they build and maintain the systems
- ROI-validated approach (they only proceed if the math works)
- Embedded engineering team, not just advice
- Solves real operational bottlenecks, not surface-level tasks
Search Party cons
- Opaque pricing (estimated $50K-$500K+)
- Requires application and validation session before you can even get a quote
- Not a product you can trial or test before committing
- Consultative sales process, not self-service
- Overkill for small teams or simple automation needs
Who should pick which
Pick Ceyo if:
- You're a marketing or SEO professional tracking AI search performance
- You need data on how your brand appears in ChatGPT, Gemini, Claude, and Perplexity
- You want a self-service tool with transparent pricing
- Your budget is in the low hundreds per month
- You have internal resources to act on the insights (content writers, SEO team, etc.)
Pick Search Party if:
- You're an operations leader or CEO with a clear operational bottleneck
- You've identified repetitive workflows that waste significant team time
- You have a six-figure budget for a custom automation project
- You want a done-for-you solution, not a tool you have to configure yourself
- You're willing to go through a validation process and only proceed if ROI is proven
Pick neither if:
- You're looking for a single tool that does both AI visibility tracking and internal automation (they don't overlap)
- You want self-service AI automation without a consulting engagement (try n8n, Zapier, Make)
- You need AI visibility tracking plus content optimization (try Promptwatch, Otterly.AI, or Peec.ai)
Final verdict
Ceyo and Search Party are not competitors. Ceyo is a $49/month SaaS tool for tracking AI search visibility. Search Party is a six-figure consultancy that builds custom automation systems. If you're comparing them, you've misunderstood what one of them does.
Ceyo is the right choice if you need to monitor how your brand appears in AI-generated answers and you have the internal resources to act on that data. Search Party is the right choice if you have a major operational bottleneck, a six-figure budget, and you want a custom-built AI system to eliminate busywork.
You could theoretically use both -- Ceyo to track external AI visibility, Search Party to automate internal operations -- but they solve completely different problems for completely different buyers.
