Also called the Presence Index on the CLEO Scoreboard
The headline number on the Scoreboard. A single 0-100 score that answers one question: how visible and credible is the brand across everywhere that matters online?
Scale0-100SignalsSeven, in two groupsSplitOwned 45% / Earned 55%
Definition
The Presence Score (shown as the Presence Index on the CLEO Scoreboard) rolls SEO, GEO (AI search visibility), social, reviews, and press coverage into one figure that can be watched over time. Instead of juggling a dozen separate dashboards, it's the top-line health metric for a brand's whole digital presence: Owned signals (SEO, Social, AI Readiness, Local) at 45% and Earned signals (GEO Visibility, Reviews, Mentions & PR) at 55%. Signals without data are excluded from the average, so blanks never drag the score down.
01
Composition
The signals behind the score
The Index is a weighted blend of the areas that shape how people, and increasingly AI assistants, find and judge a brand. These fall into two groups: the channels the brand controls, and the credibility others give it.
Owned presence · 45%
01
SEO
How well the brand's site ranks and performs in traditional search.
02
Social
Activity and reach across the brand's social platforms.
03
AI Readiness
How well the site is structured to be understood and cited by AI answer engines.
04
Local
Visibility in location-based discovery.
Earned presence · 55%
01
GEO Visibility
How often the brand actually shows up in answers from AI engines like ChatGPT, Google AI Overviews, Perplexity, and Claude. This carries the most weight, because AI-driven discovery is where visibility is shifting fastest.
02
Reviews
The strength and volume of the brand's customer reviews.
03
Mentions & PR
How often the brand is referenced across the web and press.
Each signal is weighted by how much it influences real-world discovery. GEO Visibility is the single most heavily weighted signal, with SEO next, followed by the earned-credibility and remaining owned signals. The weighting deliberately reflects today's reality: AI answer engines and hard-won credibility now matter as much as classic search rankings.
02
Owned vs Earned
Where the strength comes from
The Scoreboard breaks presence into Owned (45%) and Earned (55%) halves. Earned carries slightly more weight because, in an AI-driven world, what others cite about a brand increasingly outweighs what the brand publishes itself.
A brand that ranks well but has thin third-party credibility looks very different from one that is widely cited but under-optimised on its own site. Seeing the split tells a team whether to invest next in their own channels or in earning outside validation.
03
Calculation
Weighted average, with blanks excluded
The Presence Score is a weighted average of the signals that have data. The design choice: signals that are not being measured yet are excluded, not scored as zero.
If a plan does not include a channel, or a channel has not gathered enough data yet, its weight is removed and the remaining signals are rebalanced so they still add up to a fair 100. In practice this means the Index always reflects what is actually measured about the brand, and adding a new channel does not artificially crash the score. It joins the blend cleanly.
Alongside the Index, the Scoreboard shows a coverage figure: how much of the full picture is currently contributing. A high Index built on only a couple of signals reads differently from the same score backed by every channel reporting, and coverage makes that transparent.
04
Two readings
Presence Built vs Presence Captured
Two complementary readings sit at the top of the Scoreboard. Together they show both the result and the groundwork behind it, so a gap can be diagnosed as a foundations problem or an execution one.
01
Presence Captured
The live Presence Index. The visibility the brand is actually earning right now.
02
Presence Built
A readiness view. How well-prepared the foundations are to capture presence, based on leading indicators like technical SEO health and AI-answer readiness.
05
Reading the score
Score interpretation
Every score, the overall Index and each individual signal, lives on the same 0-100 scale with four qualitative bands. If a signal has no data yet, it reads Awaiting data rather than dragging the score down.
0-39
Weak
Early days. Significant opportunity to grow visibility.
40-64
Building
Foundations are in place. Meaningful gaps remain.
65-84
Strong
Solid, competitive presence with room to push into the lead.
85-100
Leading
Out in front. The brand shows up prominently across channels.
06
Why it matters
One number for a many-surface world
Discovery no longer happens in one place. A customer might find a brand through a Google result, an AI assistant's answer, a review site, or a press mention, often without ever visiting a search results page.
The Presence Score gives one honest, trend-able number that tracks the brand across all of those surfaces, plus the breakdown to know exactly where to act next.
The Presence Score, shown as the Presence Index on the CLEO Scoreboard, is a single 0-100 number that answers one question: how visible and credible is the brand across everywhere that matters online. It rolls SEO, GEO (AI search visibility), social, reviews, and press coverage into one figure that can be tracked over time.
The Signals
Owned presence carries 45% and includes SEO (how well the site ranks in traditional search), Social (activity and reach across social platforms), AI Readiness (how well the site is structured to be understood and cited by AI answer engines), and Local (visibility in location-based discovery). Earned presence carries 55% and includes GEO Visibility (how often the brand shows up in answers from AI engines like ChatGPT, Google AI Overviews, Perplexity, and Claude), Reviews (strength and volume of customer reviews), and Mentions & PR (references across the web and press).
GEO Visibility is the single most heavily weighted signal, with SEO next, followed by the earned-credibility and remaining owned signals.
Calculation
The Presence Score is a weighted average of the signals that have data. Signals without data are excluded from the average, not scored as zero. If a plan does not include a channel, or a channel has not gathered enough data yet, its weight is removed and the remaining signals rebalance so they still add up to 100. The Scoreboard also shows a coverage figure.
Owned vs Earned
The 45/55 split shows where the brand's strength is coming from and helps decide whether to invest next in owned channels or in earning outside validation.
Two Readings
Presence Captured is the live Presence Score, the visibility the brand is actually earning right now. Presence Built is a readiness view of how well-prepared the foundations are to capture presence.
The Presence Score is the headline number on the CLEO Scoreboard, also called the Presence Index. It is a single 0-100 score that answers one question: how visible and credible is the brand across everywhere that matters online. It rolls SEO, GEO (AI search visibility), social, reviews, and press coverage into one figure that can be tracked over time.
How is the Presence Score calculated?
The Presence Score is a weighted average of the signals that have data. Owned presence (SEO, Social, AI Readiness, Local) carries 45%. Earned presence (GEO Visibility, Reviews, Mentions & PR) carries 55%. GEO Visibility is the single most heavily weighted signal, with SEO next, followed by the earned-credibility and remaining owned signals.
What happens if a signal has no data yet?
Signals without data are excluded from the average, not scored as zero. If a plan does not include a channel, or a channel has not gathered enough data yet, its weight is removed and the remaining signals rebalance so they still add up to 100. The Scoreboard also shows a coverage figure so it is clear how much of the full picture is contributing.
What do the score bands mean?
Every score lives on the same 0-100 scale with four qualitative bands. 85 to 100 is Leading: the brand is out in front and shows up prominently across channels. 65 to 84 is Strong: solid, competitive presence with room to push into the lead. 40 to 64 is Building: foundations are in place but meaningful gaps remain. 0 to 39 is Weak: early days, with significant opportunity to grow visibility.
What is the Owned vs Earned split?
The Scoreboard breaks the score into Owned (45%) and Earned (55%) halves. Earned presence carries slightly more weight because, in an AI-driven world, what others cite about a brand increasingly outweighs what the brand publishes itself. The split shows where strength is coming from, so teams can decide whether to invest next in their own channels or in earning outside validation.
What is the difference between Presence Built and Presence Captured?
Presence Captured is the live Presence Score: the visibility the brand is actually earning right now. Presence Built is a readiness view: how well-prepared the foundations are to capture presence, based on leading indicators like technical SEO health and AI-answer readiness. Together they show both the result and the groundwork behind it.
Can the Presence Score fall?
Yes. Because it is built from measured outcomes rather than vendor-chosen inputs, the score falls when citations decay, when review volume drops, when technical readiness regresses after a redesign, or when press coverage cools. A score that can only rise is not measuring anything.
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)
