One engine. Five layers. One source that feeds them all.
Each layer works on its own. The engine is the way they work together.
The engine has five layers and one source. Each could be a category of its own, and is, in the hands of competitors. CLEO carries them as one. Content (Quill) feeds all four surfaces: one brand voice, set once, carried unchanged across every surface. The pages below describe each in its own register. They are linked, in order, because the order is the architecture.
I.LOCAL
Reviews, citations, and Business Profile. The map finds you first. Local presence is the storefront the algorithm sees before it reads a single page of your site. Structured, verified, and compounding from day one.
The storefront the algorithm sees.
II.SEARCH
Server-side fixes, written directly into the content management system. No JavaScript overlays. No tickets. The page changes because the system changes the page, written in HTML, schema, sitemaps, and canonicals where the crawler reads. Twenty-eight operations, routed through agents, scheduled or immediate.
No overlays, no tickets.
III.AI SEARCH
Cited across the models that answer your customers, ChatGPT, Claude, Perplexity, and Google AI Overviews, then improved and measured by GEO score. Confidence stated at 95% by the Wilson Score. Eight metrics, tracked adaptively across the day, with a published margin of error.
Cited, improved, and measured. Not just monitored.
IV.SOCIAL
Live across X, LinkedIn, Reddit, Medium, YouTube, Quora, and Bluesky. The system listens. The system drafts in voice. The system routes to the right person. The conversation remains human, manual posting is the discipline that keeps signal compounding. The loop between AI citations and social engagement is closed here.
The conversation, kept human.
V.ORCHESTRATION
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. It maps the opportunities and applies them, not only reports them. Without orchestration, four products; with it, one engine.
Without it, four products. With it, one engine.
CONTENT (QUILL)
Quill is not a content generator bolted onto the engine. It is the one place a brand voice is set once and carried, unchanged, across every surface: 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. No other platform writes in a single, locked brand voice across all four.
The source, not a surface.
The integration is the engine. The engine is the difference.
The Presence Engine has five integrated layers. Each one addresses a distinct discipline of modern brand discoverability. Together they form a single closed system where each output becomes the input for the next cycle. The layers are not sold separately - the integration is the product.
Search
Traditional SEO reimagined for the AI era. Technical site health, crawlability, structured data, entity authority, and topical depth. A brand that cannot be crawled cannot be cited. A brand without entity authority cannot be trusted by language models. Search establishes the signals that everything else builds on. This includes XML sitemap management, robots.txt configuration, Core Web Vitals, internal linking architecture, schema markup implementation, and entity disambiguation that connects your brand to Knowledge Graph entries recognised by language models.
AI Search - Generative Engine Optimisation
The discipline of structuring content and brand signals so that language models extract, cite, and recommend your brand when users ask relevant questions. GEO is not traditional SEO. It requires different content formats (extraction-ready structure, not reading-flow narrative), different entity signals (explicit schema, Knowledge Graph entries, authoritative citations), and direct monitoring of AI output - checking ChatGPT, Google AI Overviews, Perplexity, and Claude weekly - to know whether the work is translating into actual citations.
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. No other platform writes in a single, locked brand voice across all four.
Social Signal
Cross-channel publishing and amplification that generates the engagement signals and third-party citations that AI systems use as authority indicators. Social is not separate from AI search. It is a primary signal source for it. A piece of content shared across relevant channels, generating genuine engagement and third-party references, becomes a training signal that reinforces the brand's association with its category in the models that matter.
Orchestration - 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.
A stack of tools is not a system. The integration is the difference.
Search
AI Search - Generative Engine Optimisation
Content (Quill)
Social Signal
Orchestration - Computation Mapping
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 - Generative Engine Optimisation
The discipline of structuring content and brand signals so language models extract, cite, and recommend your brand when users ask relevant questions. GEO 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. No other platform writes in a single, locked brand voice across all four.
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 ChatGPT, Perplexity, Google AI Overviews, and Claude. Infrastructure Readiness measures the technical baseline - robots.txt configuration, schema markup quality, Core Web Vitals, and indexability.
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.
