Presence Scan
The Presence Scan is a free diagnostic tool. Enter any domain and receive a complete audit of brand visibility across three dimensions — no login required, results in thirty seconds. It is the fastest way to understand where your brand stands in the AI search landscape and what specific gaps are preventing you from being cited in AI-generated answers.
AI Readability Score (ARS)
A measure of how readable and extractable your website is to AI crawlers. Scored 0 to 100 across six components. Crawler access evaluates robots.txt configuration and whether named AI bots including GPTBot, ClaudeBot, PerplexityBot, anthropic-ai, Google-Extended, and others are explicitly permitted. JavaScript rendering evaluates whether meaningful content is available in static HTML without JavaScript execution — critical because many AI crawlers do not execute JavaScript. Structured data evaluates the presence and quality of JSON-LD schema markup, checking for types including Organization, WebSite, WebPage, Article, BreadcrumbList, and FAQPage. Content quality evaluates the text-to-HTML ratio, heading structure (H1, H2, H3), paragraph density, and presence of lists. Content size evaluates total word count from extractable text. LLM accessibility evaluates the presence of llms.txt, llms-full.txt, meta descriptions, and canonical links.
AI Visibility Score (GEO)
A measure of how often your brand appears in AI-generated answers. Scored 0 to 100. Cleo generates five relevant queries based on your domain, industry, and product category, then submits them to ChatGPT, Perplexity, and Google AI Overviews. Results show the global AI visibility score, AI market share (the percentage of queries where your brand is cited with a URL), and recommendation rate (the percentage of queries where your brand is the top-cited result). This is the metric that most directly measures whether the AI era is working for or against your brand.
Infrastructure Readiness
A technical health score for AI discoverability. Scored 0 to 100 across four components. AI crawler access measures how many of the major AI bots are explicitly permitted in robots.txt. Schema markup measures the validity and appropriateness of JSON-LD structured data. Core Web Vitals measures LCP, CLS, and INP from Google PageSpeed API. Indexability measures HTTPS configuration, XML sitemap accessibility, canonical link correctness, and the absence of noindex directives that would block AI crawlers.
How to improve your scores
For ARS, pre-render your JavaScript application so content is in static HTML, add comprehensive JSON-LD schema markup to every page, configure robots.txt to explicitly permit named AI bots, create llms.txt and llms-full.txt files, and ensure content density exceeds 1500 words per page. For GEO, publish structured AI-readable content targeting the specific queries where your brand should appear. For Infrastructure Readiness, ensure all four components pass clean — especially schema markup and AI crawler access, which are the fastest wins.
- AI Readability Score (ARS)
- AI Visibility Score (GEO)
- Infrastructure Readiness
- How to improve your scores
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, Perplexity, Google AI Overviews, Claude by Anthropic, Google Gemini, and Microsoft Copilot 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 Studio
The publishing engine — AI-readable, extraction-optimised structured content produced at the volume that AI training and retrieval systems require. Not blog posts for humans. Content architected for machines, with schema markup, entity links, and extraction-ready formatting that language models can parse cleanly.
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 — The Closed Loop
The system connecting all four organs, scheduling workflows, monitoring output quality, and routing learnings back into the next cycle. Without orchestration, the four organs are four separate tools. With it, they become one compounding system where every output becomes the input to the next cycle.
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, and Google AI Overviews. 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 in thirty seconds with 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 — Generative Engine Optimisation
- Content Studio
- Social Signal
- Orchestration — The Closed Loop
- Why integration matters
- CLEO serves
- The measurement framework
- Getting started
| Capability | CLEO Presence Engine | Point solutions |
|---|
| AI citation monitoring | Included — six AI platforms | Separate tool required |
| Closed-loop feedback | Automated across all layers | Not available |
| GEO content publishing | Included — AI-readable format | Separate tool required |
| Social amplification | Included — multi-channel | Separate tool required |
| Presence analytics | Unified dashboard | Fragmented dashboards |
| Orchestration | Automated workflow routing | Manual coordination |
| Entity authority building | Included — Knowledge Graph | Not standard |
