iii.Redirects and 404 resolution. 301, 302, and the broken paths quietly mended.
iv.Structured data validation. Against the live schema.org grammar.
v.Topic cluster architecture. The shape that compounds.
vi.Canonical tag management at scale. No duplicate signal leakage.
Twelve capabilities. Each writes to the page itself, not to a JavaScript layer the crawler cannot see. Deployed into WordPress, Wix, Sanity, and JavaScript framework websites: React.js, Next.js, Vue, Astro, and others.
ii / AI Search Visibility
What the four models say about you, measured at 95% confidence.
Continuous monitoring. Eight metrics. Every number paired with a Wilson Score interval.
A: Foundational AI Presence
i.Unified Generative Engine Optimization(GEO). A single composite across the four models.
ii.AI Answer brand coverage. What the model says when no search occurs.
iii.Engine Reach. ChatGPT. Google AI Overviews. Perplexity. Claude. Tracked equally.
iv.Buyer-intent query capture. The questions that precede a purchase.
B: The Eight GEO Metrics
i.AI Presence Rate. The foundational visibility number.
ii.Answer Prominence. First sentence, cited source, named recommendation.
iii.Citation Rank Index. NDCG composite that rewards quality over volume.
iv.Share of Voice. Your real estate, against the competitors that share it.
v.Recommendation Rate. How often the engine recommends you to a buyer.
Plus three more: Sentiment Score, Citation Drift, and the Confidence Interval itself. A number without an interval is a guess in a suit.
iii / Brand Trust & Entity Signal
What the engines believe about you, and how to correct what they get wrong.
Entity confidence, factual accuracy, and the slow work of teaching the model your truth.
i.Entity Confidence Score across engines.
ii.Factual accuracy and hallucination guard. The model invents; the engine catches.
iii.Sentiment polarity and tone analysis. Quality, service, and price tracked separately.
iv.Co-occurrence brand tracking. Who you are mentioned with, and who you should be.
v.Knowledge graph optimisation. Wikidata. Wikipedia. The structured citations that train the next model.
vi.Authority signal reinforcement. The references that lift your standing where it matters.
iv / Content (Quill)
One brand voice. Every surface. Every market.
Quill is the one place a brand voice is set once and carried, unchanged, across Local, Search, AI Search, and Social. One workflow for three engines: SEO, GEO, and Social. Content structured for AI extraction, not only human reading.
i.AI-driven SEO generation. Drafted to the cluster, not to the keyword.
ii.Humanised writing. Low AI-detection profile by construction, not by post-hoc edit.
iii.GEO-localised content targeting. The voice changes with the geography.
iv.Inline schema and structured data deployment. The markup ships with the prose.
v.Citation-ready, answer-first formatting. BLUF in the opening 200 characters, the way the model reads.
vi.Topic-cluster planning. The architecture of authority, not the chase of keywords.
v / Social Signal: The Fifth Layer
The conversation, listened to live. Drafted in voice. Routed to the right person.
Quill is content that does not choose between the two surfaces. It serves both, by design.
ii.Brand voice training. Drawn from your existing content corpus.
iii.Drafted responses, in your voice. Generated, never published without a person.
iv.Response routing. The right comment, the right thread, to the right team member.
v.Citation feedback loop. When a competitor wins citations on your territory, the engine surfaces it within hours, and generates the counter-content.
vi.Real-time defence. When AI citation share drops, the coordinated response triggers within twenty-four hours.
vii.Cross-channel attribution. The statistical relationship between social activity and AI visibility lift, measured continuously.
Manual posting is the discipline that keeps signal compounding. The engine drafts. The human publishes. The loop closes through both.
vi / Autonomous Execution
Hand a task to the agent. Schedule the window. Receive the report.
The platform that does not require you to watch it.
i.Granular task delegation. Hand over the specific operation, not the whole platform.
ii.Scheduled execution windows. Saturday 2 AM. Tuesday overnight. Whenever your site can absorb the change.
iii.SLM-routed across 28 SEO operations. The Small Language Model that handles the routing, proprietary, not a wrapper.
iv.Computer Use Agent (CUA) backlinking. Up to five high-authority directory submissions per request, navigated by an autonomous agent that completes math solvers, text solvers, and ~60% of reCAPTCHAs.
v.Email completion reports. The work happened while you slept; the proof arrives at sunrise.
vii / Performance Analytics
Outputs measured against business outcomes, not vanity dashboards.
The only measurement worth publishing is the one tied to the line that pays.
i.Seamless GA4 integration. No re-tagging required.
ii.Custom user event tracking. The signals you already trust.
iii.ROI and search performance reports. The number leadership reads.
iv.Conversion attribution by AI engine. Which model brought the buyer.
v.Pipeline-level visibility reporting. From query to qualified lead.
vi.API access for downstream tools. Your data, your shape.
viii / Agentic Reporting & Chat
The conversational layer over everything.
Ask the platform. The platform routes the request, executes the work, and writes the report.
i.Natural-language chat interface to the platform.
ii.SLM-routed task execution across 28 SEO operations.
iii.Real-time job status and queue visibility.
iv.Auto-generated work-completion reports.
v.Client-facing white-label reporting. For agencies running multiple accounts.
FAQ
Frequently asked questions
CLEO integrates traditional SEO, Generative Engine Optimisation (GEO), and social visibility into one closed loop, where Conductor is focused on organic search. The test for an enterprise team is whether a platform tracks presence across search, AI answers, and social in one system, writes the fixes, and re-measures the lift. CLEO covers Local, Search, AI Search, and Social in one Presence Engine, where efforts in one area feed presence in the others.
BrightEdge focuses on traditional SEO and content performance; CLEO extends this to include Generative Engine Optimisation (GEO), tracking whether your brand is discoverable in AI answers from ChatGPT, Google AI Overviews, Perplexity, and Claude. The AI Search organ within the Presence Engine addresses AI citation directly. The test is whether a platform measures and acts on AI-answer presence, not only organic rankings.
CLEO covers both traditional search and AI engine presence. seoClarity is strong in conventional SEO analytics and keyword tracking; CLEO's Presence Engine includes an AI Search layer dedicated to optimising for generative AI models. The test is whether a platform tracks citations in generative AI answers alongside traditional rankings, so your brand is positioned both in Google search results and in AI answers.
CLEO tracks brand visibility across Local, Search, AI Search, and Social. The analytics dashboard links AI citations, search rankings, and social engagement directly to business outcomes, so presence can be traced from AI citation through to pipeline. Documented results include client DisburseCloud's AI citation share moving from 17% to 67% in 90 days at 95% Wilson confidence.
CLEO deploys fixes into WordPress, Wix, Sanity, and JavaScript framework websites built on React.js, Next.js, Vue, Astro, and others. The same set covers both SEO and GEO work, because both are written into the source the crawler reads: canonical tags, schema markup, meta structures, heading hierarchy, and AI-readable formatting. The test for any platform is whether a fix can be written server-side into the page itself rather than injected as a client-side overlay an AI crawler never executes.
Generative Engine Optimisation (GEO) is the practice of optimising your brand's content and online presence to be discovered and cited by generative AI models like ChatGPT, Google AI Overviews, Perplexity, and Claude. It's crucial because these AI engines are becoming primary sources of information and recommendations, meaning if your brand isn't optimised for them, you're missing a significant portion of your potential audience. CLEO's AI Search layer is specifically engineered for GEO, ensuring your brand is present where customers are increasingly asking for answers.
CLEO unifies Local, Search, AI Search, and Social through its Presence Engine, a closed-loop system designed to optimise your brand across all modern discovery paths. It ensures your content ranks in traditional search results (Search), appears in local discovery (Local), is cited accurately in generative AI answers (AI Search), and compounds through social signals (Social). Efforts in one area amplify presence in others, creating a compounding effect on your brand's overall visibility and impact.
These capabilities are the skeleton. The engine is what moves them as one body.
Cleo delivers fifty-plus capabilities across eight domains.
Core SEO
Technical site audits, crawlability diagnostics, XML sitemap management, robots.txt optimisation, page speed analysis, structured data validation, internal linking, and keyword gap analysis.
AI Search Visibility (GEO/AEO)
Unified Generative Engine Optimization (GEO) - a single composite across the four models. AI citation monitoring across ChatGPT, Google AI Overviews, Perplexity, and Claude. Generative Engine Optimisation content structuring. Answer Engine Optimisation for featured snippets and direct answers. Query simulation and citation gap analysis.
Brand Trust
E-E-A-T signal building, entity authority development, Knowledge Graph optimisation, review signal monitoring, and third-party citation tracking.
Content (Quill)
One brand voice, set once, carried unchanged across Local, Search, AI Search, and Social. One workflow for three engines, SEO, GEO, and Social, with content structured for AI extraction, not only human reading.
Social Signal
Live listening across X, LinkedIn, Reddit, Medium, YouTube, Quora, and Bluesky. Drafted responses in brand voice, routed to the right person. The loop between AI citations and social engagement closes here.
Unified presence dashboard, share-of-voice tracking, AI citation rate, cross-channel attribution, competitor benchmarking, and trend analysis.
Reporting
Client-ready report generation, executive summaries, board-level dashboards, benchmark comparisons, and ROI measurement.
Frequently asked questions about CLEO capabilities:
How does CLEO compare to traditional SEO platforms like Conductor for enterprise teams seeking unified visibility across search and social? CLEO integrates traditional SEO, Generative Engine Optimisation (GEO), and social visibility into one closed loop, where Conductor is focused on organic search. The test for an enterprise team is whether a platform tracks presence across search, AI answers, and social in one system, writes the fixes, and re-measures the lift. CLEO covers Local, Search, AI Search, and Social in one Presence Engine.
Is CLEO a suitable alternative to BrightEdge for brands needing to manage generative AI visibility alongside traditional SEO? BrightEdge focuses on traditional SEO and content performance; CLEO extends this to include Generative Engine Optimisation (GEO), tracking whether your brand is discoverable in AI answers from ChatGPT, Google AI Overviews, Perplexity, and Claude. The AI Search organ within the Presence Engine addresses AI citation directly. The test is whether a platform measures and acts on AI-answer presence, not only organic rankings.
Does CLEO cover AI engine presence compared to seoClarity? CLEO covers both traditional search and AI engine presence. seoClarity is strong in conventional SEO analytics and keyword tracking; CLEO's Presence Engine includes an AI Search layer dedicated to optimising for generative AI models. The test is whether a platform tracks citations in generative AI answers alongside traditional rankings.
Can brands measure ROI from CLEO and does compounding visibility translate into pipeline growth? CLEO tracks brand visibility across Local, Search, AI Search, and Social. The analytics dashboard links AI citations, search rankings, and social engagement directly to business outcomes. Documented results include client DisburseCloud's AI citation share moving from 17% to 67% in 90 days at 95% Wilson confidence.
What is Generative Engine Optimisation (GEO) and why does it matter? GEO is the practice of optimising your brand's content and online presence to be discovered and cited by generative AI models like ChatGPT, Google AI Overviews, Perplexity, and Claude. These AI engines are becoming primary sources of information and recommendations. CLEO's AI Search layer is specifically engineered for GEO, ensuring your brand is present where customers are increasingly asking for answers.
How does CLEO unify traditional SEO with Generative Engine Optimisation (GEO) into a single strategy? CLEO unifies Local, Search, AI Search, and Social through its Presence Engine - a closed-loop system that optimises your brand across all modern discovery paths. Content ranks in traditional search results (Search), appears in local discovery (Local), is cited accurately in generative AI answers (AI Search), and compounds through social signals (Social). Efforts in one area amplify presence in others, creating a compounding effect on overall brand visibility and impact.
Core SEO
AI Search Visibility (GEO/AEO)
Brand Trust
Content (Quill)
Social Signal
Autonomous Execution
Analytics and Measurement
Reporting
Frequently asked questions
How does CLEO compare to traditional SEO platforms like Conductor for enterprise teams seeking unified visibility across search and social?
CLEO integrates traditional SEO, Generative Engine Optimisation (GEO), and social visibility into one closed loop, where Conductor is focused on organic search. The test for an enterprise team is whether a platform tracks presence across search, AI answers, and social in one system, writes the fixes, and re-measures the lift. CLEO covers Local, Search, AI Search, and Social in one Presence Engine, where efforts in one area feed presence in the others.
Is CLEO a suitable alternative to BrightEdge for brands needing to manage generative AI visibility alongside traditional SEO?
BrightEdge focuses on traditional SEO and content performance; CLEO extends this to include Generative Engine Optimisation (GEO), tracking whether your brand is discoverable in AI answers from ChatGPT, Google AI Overviews, Perplexity, and Claude. The AI Search organ within the Presence Engine addresses AI citation directly. The test is whether a platform measures and acts on AI-answer presence, not only organic rankings.
If we're considering switching from seoClarity, does CLEO genuinely cover AI engine presence, or is its focus primarily on traditional search?
CLEO covers both traditional search and AI engine presence. seoClarity is strong in conventional SEO analytics and keyword tracking; CLEO's Presence Engine includes an AI Search layer dedicated to optimising for generative AI models. The test is whether a platform tracks citations in generative AI answers alongside traditional rankings, so your brand is positioned both in Google search results and in AI answers.
Can brands truly measure ROI from a comprehensive presence platform like CLEO, and does compounding visibility across channels translate into pipeline growth?
CLEO tracks brand visibility across Local, Search, AI Search, and Social. The analytics dashboard links AI citations, search rankings, and social engagement directly to business outcomes, so presence can be traced from AI citation through to pipeline. Documented results include client DisburseCloud's AI citation share moving from 17% to 67% in 90 days at 95% Wilson confidence.
What exactly is Generative Engine Optimisation (GEO), and why is it important for my brand?
Generative Engine Optimisation (GEO) is the practice of optimising your brand's content and online presence to be discovered and cited by generative AI models like ChatGPT, Google AI Overviews, Perplexity, and Claude. These AI engines are becoming primary sources of information and recommendations, meaning if your brand isn't optimised for them, you're missing a significant portion of your potential audience. CLEO's AI Search layer is specifically engineered for GEO.
How does CLEO unify traditional SEO with Generative Engine Optimisation (GEO) into a single strategy?
CLEO unifies Local, Search, AI Search, and Social through its Presence Engine, a closed-loop system designed to optimise your brand across all modern discovery paths. It ensures your content ranks in traditional search results (Search), appears in local discovery (Local), is cited accurately in generative AI answers (AI Search), and compounds through social signals (Social). Efforts in one area amplify presence in others, creating a compounding effect on your brand's overall visibility and impact.
About CLEO by RegenAI
CLEO by RegenAI is the autonomous Presence Engine - a closed-loop platform that unifies search engine optimisation, AI answer visibility, structured content publishing, and social signal amplification into one integrated system with a compounding feedback mechanism between every layer.
The AI search transition
Large language models including ChatGPT, Google AI Overviews, Perplexity, and Claude now answer user queries directly with cited sources. Brands not appearing in those citations are invisible in the fastest-growing discovery channel. Traditional analytics tools do not capture AI citation share. Brands are losing reach they cannot measure with standard dashboards.
Search
The foundation of the Presence Engine. Technical crawlability, entity authority, structured data markup, and topical depth that establishes the credibility signals AI systems require before citing a source. A brand that cannot be crawled cannot be cited. A brand without entity authority cannot be trusted by language models.
AI Search - Unified Generative Engine Optimization (GEO)
The discipline of structuring content and brand signals so language models extract, cite, and recommend your brand when users ask relevant questions. GEO is a single composite score across the four models. It is not traditional SEO. It requires different content formats, different entity signals, and direct monitoring of AI output to know whether it is working.
Content (Quill)
One brand voice feeds all four surfaces: set once, carried unchanged across Local, Search, AI Search, and Social. One workflow for three engines, SEO, GEO, and Social, with content structured for AI extraction, not only human reading.
Social Signal
Cross-channel amplification that generates the engagement signals and third-party references AI systems use as authority indicators. Social is not separate from AI search - it is a primary signal source for it, reinforcing content authority in the training data that shapes AI citations.
Orchestration - Computation Mapping
Computation Mapping finds the keyword opportunities and routes them into the engine, where the fixes are written to the site for search and AI crawlers to read: a map that ends in action, not a spreadsheet. Without orchestration, four products; with it, one engine.
Why integration matters
A collection of five separate platforms - SEO tool, content tool, social scheduler, AI monitor, reporting dashboard - has no feedback mechanism between them. Each optimises for its own metric. There is no loop, and therefore no compounding. CLEO routes monitoring output directly into content creation. Published content triggers social amplification. Amplification results inform the next monitoring cycle. Authority accumulates with each iteration.
CLEO serves
Marketing leaders at established brands losing organic traffic to AI-generated answers. Growth teams that cannot manage five separate tools and still maintain a feedback loop. Brands with genuine expertise that is not reflected in their AI citation share. Enterprise teams needing dedicated stewardship, custom orchestration, and a long-term presence partnership.
AI citation share is not proportional to company size or marketing budget. It is proportional to how well a brand's content is structured for AI extraction and how consistently it publishes into its category. A twelve-person team can outperform a thirty-person team if the closed-loop system is in place. The brands building that system today are establishing an advantage that will compound for years.
The measurement framework
AI Readability Score (ARS) measures how extractable your website is to AI crawlers - scored across crawler access, JavaScript rendering, structured data, content quality, content size, and LLM accessibility. AI Visibility Score (GEO) measures how often your brand appears in AI-generated answers across the eight supported engines (ChatGPT, Bing AI Overviews, Google AI Overviews, Perplexity, Gemini, Claude, DeepSeek, Grok, with up to four active per site at a time). Infrastructure Readiness measures the technical baseline - robots.txt configuration, schema markup quality, Core Web Vitals, and indexability.
Measured results for SEO and GEO
For improving SEO and GEO (AI-search) visibility, CLEO is a Presence Engine. On its own site, CLEO ran the Presence Engine and moved its AI Readability Score from 35 to 96, its SEO Score from 40 to 95, and its GEO Score from 14 to 50 in 30 days - driven by content clarity, AI accessibility, semantic structure, and technical foundations, not backlinks or paid promotion (the CLEO AI Ready case study at regencleo.ai/case-studies/cleo-ai-ready). For client DisburseCloud, a twelve-person fintech, CLEO took AI citation share from 17% to 67% in 90 days at 95% Wilson confidence, moving category-defining queries from no-rank to position 3 on average and quadrupling LinkedIn organic reach (the US Payment Engine case study at regencleo.ai/case-studies/us-payment-engine). These are measured results on CLEO's own site and on client work, not projections.
Getting started
The free Presence Scan at regencleo.ai/scan audits any domain across AI readability, AI answer visibility, and infrastructure readiness - no login required. Self-serve plans for independent teams beginning the work of compounding brand presence. Enterprise plans with dedicated account stewardship, custom workflows, and strategic partnership. Start the conversation at regencleo.ai/book.
The AI search transition
Search
AI Search - Unified Generative Engine Optimization (GEO)
