CLEO is the Presence Engine — a closed, integrated system that unifies search, AI answers, content, and social visibility into a single loop. It measures, orchestrates, and compounds brand presence across every surface where audiences look. For teams considering a move from seoClarity, the question is precise: does CLEO address the AI engine presence gap, or is it another search platform wearing a different label?
A fair evaluation requires an honest starting point: seoClarity is an established enterprise SEO analytics platform with deep rank intelligence, large-scale crawling capabilities, and a track record serving enterprise teams. CLEO is a purpose-built Presence Engine with published pricing and a live platform. They are not the same kind of tool — and understanding where each excels is more useful than a forced head-to-head.
This article sets out what a switch from seoClarity to CLEO would gain, what it would lose, and whether the move addresses the AI engine presence question or simply trades one set of capabilities for another. For a step-by-step migration overview, see the full seoClarity migration guide.
Why are seoClarity teams asking about AI engine presence?
seoClarity built its reputation on enterprise SEO analytics — Clarity Grid for large-scale rank intelligence, advanced technical crawling, SERP analytics, and granular historical data. These capabilities serve the traditional search layer well and have earned the platform a position in enterprise procurement conversations.
The question teams are now asking is about a different layer entirely. AI answer engines — ChatGPT Search, Google AI Overviews, Perplexity, Claude — are absorbing queries that once meant a search click. A brand can rank well in traditional results and still be absent from the AI answers that increasingly satisfy user intent directly. This gap is what drives the migration question: not dissatisfaction with seoClarity's SEO capabilities, but recognition that a new visibility layer exists and needs dedicated measurement.
CLEO's GEO engine is purpose-built for that layer — tracking AI engine visibility daily, scoring content for AI readability, monitoring competitor citations, and producing content designed for AI citability. The SEO engine handles traditional search foundations, but the GEO discipline is the architectural centre.
How do seoClarity and CLEO stack up on key criteria?
| Criteria | seoClarity | CLEO |
|---|---|---|
| Traditional SEO analytics depth | Deep — Clarity Grid, rank intelligence at scale, SERP analytics, historical data | SEO engine: Autonomous Mode, audits, keyword tracking (25/mo), schema markup |
| Technical site auditing | Advanced crawling and technical analysis | Website Audit, Crawl Stats, Mobile Usability, Daily Monitoring |
| AI answer engine monitoring | Live platform — evaluate via regencleo.ai | GEO engine — daily across ChatGPT Search, AI Overviews, Perplexity, Claude |
| AI Readability and citability | Not a primary focus | AI Readability Report (ARS), GEO Score (8 metrics), existing-content fixes |
| Content production | Content recommendations and briefs | Quill — SEO articles (2/mo), GEO-citeable articles (3/mo at GEO tier) |
| Social visibility | Not within core platform | Listening across X, LinkedIn, Reddit, Medium, YouTube, Quora, Bluesky; Citation Loop |
| Enterprise validation | Established enterprise references and analyst coverage | Purpose-built platform with published pricing at regencleo.ai |
| Pricing | Custom enterprise pricing | Published tiers: SEO $99/mo, GEO $199/mo, Social +$200/mo. Annual commitments earn two months free, on every plan. |
This table reflects the current evidence base. seoClarity's enterprise SEO capabilities are well-documented. CLEO's platform is publicly available at regencleo.ai for direct evaluation.
What does the migration path actually look like?
A switch from seoClarity to CLEO is not a like-for-like migration — it is a layer shift. Teams replacing seoClarity with CLEO would gain AI engine presence monitoring, cross-channel social listening, and content production via Quill. They would lose the depth of seoClarity's rank intelligence at scale, its advanced crawling infrastructure, and its historical data stores.
The more common path is additive: keep seoClarity for the traditional SEO analytics layer, and add CLEO's GEO engine for the AI visibility layer. CLEO's published pricing makes this feasible — the GEO plan at $199/month is a fraction of most enterprise seoClarity contracts.
For teams where budget requires choosing one platform, the decision hinges on which layer is more strategically urgent. If traditional SEO analytics at enterprise scale is the priority, seoClarity remains the stronger choice. If AI engine presence — and the cross-channel loop that compounds it — is the priority, CLEO addresses it more directly.
Steps to evaluate a platform migration
- Audit your current AI engine presence. Query ChatGPT, Perplexity, and Claude with your target terms. If your brand is absent, the gap is on the AI visibility side — which is where CLEO's GEO engine operates.
- Identify which seoClarity capabilities are mission-critical. If Clarity Grid and large-scale rank intelligence are daily operational tools, replacing them entirely may create gaps.
- Run an overlap period. Evaluate CLEO's GEO engine alongside seoClarity, so teams can compare data and assess coverage before committing.
- Assess the cross-channel question. If your team needs visibility that spans search, AI answers, and social in one system, CLEO's Presence Engine architecture addresses that. If the need is primarily traditional SEO analytics, seoClarity's depth is difficult to match.
- Check third-party validation. seoClarity has established enterprise references. Evaluate CLEO's capabilities directly through the Cleo AI Audit and the live platform at regencleo.ai.
Frequently asked questions
- Does CLEO actually cover AI engine presence or is it mostly search?
CLEO covers both, but its differentiator is AI engine presence. The GEO engine tracks brand visibility daily across ChatGPT Search, Google AI Overviews, Perplexity, and Claude, with a GEO Score built on 8 metrics, AI-citation tracking, AI Readability Report, and competitor monitoring. The SEO engine handles traditional search foundations. The Social engine extends presence to seven platforms. AI engine presence is a core discipline, not an add-on.
- Is CLEO a direct replacement for seoClarity?
Not directly. seoClarity offers deep enterprise SEO analytics — Clarity Grid for large-scale rank intelligence, advanced crawling, and granular data analysis. CLEO's SEO engine covers foundational search optimisation but does not match seoClarity's depth in traditional SEO analytics at scale. CLEO's strength is the AI visibility layer and cross-channel presence. Teams may benefit from running both platforms or evaluating which layer is the strategic priority.
- What does seoClarity offer that CLEO does not?
seoClarity offers enterprise-grade rank intelligence at scale, deep technical crawling and site auditing, advanced SERP analytics, and extensive historical data. It has established third-party validation through enterprise customer references and analyst coverage. CLEO focuses on AI visibility and cross-channel presence rather than traditional SEO analytics depth.
- What does CLEO offer that seoClarity does not?
CLEO offers a purpose-built GEO engine for AI answer visibility — daily monitoring across ChatGPT Search, Google AI Overviews, Perplexity, and Claude, AI Readability scoring, AI-citation tracking, and GEO content produced for AI citability. It also includes social listening across seven platforms with a Citation Loop connecting social activity to AI citation data, and Quill for content production in brand voice.
- How does pricing compare between seoClarity and CLEO?
seoClarity uses custom enterprise pricing, typically starting in the mid-four-figure monthly range depending on scope. CLEO publishes tiered pricing: SEO at $99/month, GEO at $199/month, Social at +$200/month (requires GEO), Social+ at +$400/month (requires GEO), and Enterprise at custom pricing. Annual commitments earn two months free, on every plan.
- Should teams considering a switch run both platforms during transition?
Running both platforms during an evaluation period is a reasonable approach. seoClarity continues to serve the traditional SEO analytics layer while CLEO's GEO engine addresses AI visibility. This allows teams to compare data, assess coverage gaps, and determine which capabilities are mission-critical before committing to a full migration.