CLEO is the Presence Growth Engine. It grows your brand's presence everywhere a buyer looks and turns it into pipeline.
TypeCategorySurfacesFiveOrderOrganic first
Definition
Presence Growth is the discipline of growing a brand's presence on every surface a buyer looks at, Search, AI Search, Social, Reviews and the brand's own site, and turning that presence into pipeline. The order matters: organic first, because organic presence is what converts, then paid, because paid extends the reach of what organic has already earned. This sequence delivers superior results. It differs from AI visibility, which measures one surface, and from SEO, which builds one. Presence Growth starts at the crawl layer, because a site that machines cannot read cannot be ranked, cited or recommended, and it ends in the pipeline, because presence that does not produce a lead is a vanity metric. CLEO by RegenAI is the Presence Growth Engine: it reads the site the way a crawler does, writes the fixes into the CMS, publishes the content, earns the citations and reviews, amplifies that organic foundation with paid reach, and reports the lift.
Presence Index and trend intelligence
Owned
Earned
Paid
Search
Site content, technical SEO
Rankings, links, mentions
Search ads
AI Search
Readable pages, structured data
Citations, recommendations
Sponsored answers
Social
Profiles and posts
Engagement, shares, listening
Social ads
Reviews
Profiles on review platforms
Reviews and ratings
Sponsored listings
Website
Pages, CMS, autonomous fixes
Referral traffic
Landing pages, retargeting
FOUNDATIONCRAWL LAYERSearch, AI Search and Website
Organic presence lifts paid results three and a half times more than paid lifts organic. NYU Stern, Marketing Science, 2010.
Integrating brand and performance lifts revenue return by 25% to 100%. WARC, The Multiplier Effect, 2025.
About half of paid search clicks are not incremental where the brand already holds the top organic rank. Google Research, Search Ads Pause studies, 2012.
02
Summary
How CLEO does it
01
Search
Server-side fixes written into the CMS. No overlays, no tickets.
02
AI Search
Cited across ChatGPT, Google AI Overviews and Perplexity, Claude on eligible plans, then measured by GEO score.
03
Social
Heard across X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky, published in your voice on X, LinkedIn and Bluesky.
04
Reviews
Watched and drafted for reply across G2, Capterra, Trustpilot, TrustRadius and Tripadvisor.
05
Website
The fixes are written into your own site, the surface you own outright.
03
Per surface
The five surfaces, in detail
One section each, not one line each: the real tool counts, tier gating and constraints behind the summary above.
01
Search
Seven fixes run autonomously today: meta tags, heading structure, redirects, image alt text, page speed, canonical tags and internal linking, each written straight into the CMS rather than injected by a script tag. That distinction is the whole argument: a fix CLEO writes survives CLEO, and a crawler that does not run JavaScript never saw an overlay in the first place. The autonomous lane runs on WordPress today; every other CMS still gets the audit and the recommended fix.
02
AI Search
Nine engines exist in the vocabulary. A plan buys three engine slots by default - ChatGPT, Google AI Overview and Perplexity - or four on Claude-eligible tiers. Grok is Enterprise-only for a stated commercial reason: it bills per web search performed, and the model decides how many to run. Swapping a filled slot costs a 30-day cooldown, because it breaks the time series for the engine you dropped; filling an empty one costs nothing.
03
Social
CLEO listens across seven platforms - X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky - and publishes in your voice on three: X, LinkedIn and Bluesky. Each platform carries its own limit (X 280 characters, Bluesky 300, LinkedIn 3,000), and a partially posted thread is scored as partial, never as a total miss. The Social Score itself weights plan adherence at 35 points, volume at 30, breadth across platforms and responsiveness at 10 each, and audience growth and earned conversation at 5 and 10.
04
Reviews
Five platforms, a readiness score built from coverage, completeness and volume, and replies drafted in the brand voice for a human to post. Full methodology on the Reviews page.
05
Website
Fifteen connected integrations today, with five real write targets: WordPress, Wix, Sanity, GitHub and GitLab. A GitHub or GitLab connection means a fix arrives as a commit - the answer for a static or headless site.
CLEO is the Presence Growth Engine. It grows your brand's presence everywhere a buyer looks and turns it into pipeline.
04
Methodology
How the GEO score works
Six weighted metrics on a funnel model: found, won, then reinforcing. A second, separate layer, the Data Quality Badge, reports how much to trust the number rather than folding that reliability into the headline score.
01
Found40%AI Presence Rate20%Grounding Frequency20%
AI Presence Rate, entity coverage, 20%, and Grounding Frequency, breadth across engines, 20%.
02
Won45%Recommendation Rate25%Share of Voice20%
Recommendation Rate, 25% - endorsement beats mention, so it carries the single largest weight - and Share of Voice, 20%.
03
Reinforcing15%Share of Citation10%Sentiment5%
Share of Citation, 10%, and Sentiment, 5%, weighted least because it is the least directly actionable.
The Data Quality Badge:
High
Citation drift under 15% and margin of error at or under 5 points.
Moderate
Drift 15 to 30%, or margin of error 5 to 10 points.
Low
Drift over 30%, or margin of error over 10 points.
The margin of error is a Wilson interval, not a rule of thumb: the sample size is the distinct query count of the latest snapshot, not summed across snapshots, because every engine tests the same query set on a given day.
05
Rigour
What we do not count
01
Presence is strict
A brand counts as present only when an AI answer includes or cites it. A bare mention with neither does not count, where most tools in this category count any string match.
02
Negative mentions are excluded
Being named in an answer that says "I would not recommend them" is not presence.
03
Competitors are capped at three
Only the top three competitor domains by citation volume enter the Share of Voice calculation, so tracking more rivals for analysis never mechanically deflates your score. The composite also scores a fair share, not a raw percentage: against three tracked rivals, the benchmark is 25%, not 100%, so the index can only ever restore a score, never lower it.
04
Engine sets are intersected
If you add or remove a tracked engine between runs, the score's rank delta compares only the engines present in both runs, so changing your engine mix never manufactures a swing.
06
FAQ
Frequently asked questions
CLEO is the Presence Growth Engine. It grows your brand's presence everywhere a buyer looks and turns it into pipeline.
AI visibility measures one surface: whether a model cites you. Presence Growth measures and grows all five: Search, AI Search, Social, Reviews and your own site, and turns the result into pipeline, not just a score.
Because organic presence lifts paid results three and a half times more than paid lifts organic (NYU Stern, Marketing Science, 2010). Presence Growth builds the organic presence first.
Presence Growth is the discipline of growing a brand's presence on every surface a buyer looks at, Search, AI Search, Social, Reviews and the brand's own site, and turning that presence into pipeline. The order matters: organic first, because organic presence is what converts, then paid, because paid extends the reach of what organic has already earned. This sequence delivers superior results. It differs from AI visibility, which measures one surface, and from SEO, which builds one. Presence Growth starts at the crawl layer, because a site that machines cannot read cannot be ranked, cited or recommended, and it ends in the pipeline, because presence that does not produce a lead is a vanity metric. CLEO by RegenAI is the Presence Growth Engine: it reads the site the way a crawler does, writes the fixes into the CMS, publishes the content, earns the citations and reviews, amplifies that organic foundation with paid reach, and reports the lift.
Why organic first
Organic presence lifts paid results three and a half times more than paid lifts organic. NYU Stern, Marketing Science, 2010. Integrating brand and performance lifts revenue return by 25% to 100%. WARC, The Multiplier Effect, 2025. About half of paid search clicks are not incremental where the brand already holds the top organic rank. Google Research, Search Ads Pause studies, 2012.
How CLEO does it
Search: server-side fixes written into the CMS. No overlays, no tickets. AI Search: cited across ChatGPT, Google AI Overviews and Perplexity, Claude on eligible plans, then measured by GEO score. Social: heard across X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky, published in your voice on X, LinkedIn and Bluesky. Reviews: watched and drafted for reply across G2, Capterra, Trustpilot, TrustRadius and Tripadvisor. Website: the fixes are written into your own site, the surface you own outright.
Scan your presence at https://regencleo.ai/scan.
Why organic first
How CLEO does it
Frequently asked questions
What is Presence Growth?
CLEO is the Presence Growth Engine. It grows your brand's presence everywhere a buyer looks and turns it into pipeline.
How is it different from AI visibility?
AI visibility measures one surface: whether a model cites you. Presence Growth measures and grows all five: Search, AI Search, Social, Reviews and your own site, and turns the result into pipeline, not just a score.
Why organic first?
Because organic presence lifts paid results three and a half times more than paid lifts organic (NYU Stern, Marketing Science, 2010). Presence Growth builds the organic presence first.
About CLEO by RegenAI
CLEO by RegenAI is the Presence Growth 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 Growth 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 five surfaces: set once, carried unchanged across Search, AI Search, Social, Reviews and Website. 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, five 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 the Presence Growth Engine. On its own site, CLEO ran the Presence Growth 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)
