The Presence Growth Engine

Five surfaces. One outcome.

Presence Growth is the discipline of growing a brand's presence everywhere a buyer looks and turning it into pipeline. CLEO is the engine that runs it.

CategoryPresence GrowthSurfacesFiveOrderOrganic first

Definition

Presence Growth is the discipline of growing a brand's presence on every surface a buyer looks at, Maps, Search, AI Search, Social and Reviews, 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. 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.

The Presence Growth gridFive surfaces down the side, Maps, Search, AI Search, Social, Reviews, against three ways of acquiring presence: Build and Earn bracketed as Organic, and Paid, in beta. A Presence Index signal band above, one full-width foundation band beneath, your website, the crawl layer, and a Pipeline column on the right collecting Visits, Leads, Outreach and Revenue, Leads in beta.Presence Index and trend intelligence↓OrganicBUILDEARNMapsGoogle BusinessProfileGoogle reviews,local ratingsSearchSite content,technical SEORankings, links,mentionsAI SearchReadable pages,structured dataCitations,recommendationsSocialProfilesand postsEngagement,shares, listeningReviewsProfiles onreview platformsReviewsand ratingsFOUNDATIONYOUR WEBSITE | THE CRAWL LAYER↓THE OUTCOMEPipelineVisitsOutreachRevenue
Presence Index and trend intelligence
Build
Earn
Maps
Google Business Profile
Google reviews, local ratings
Search
Site content, technical SEO
Rankings, links, mentions
AI Search
Readable pages, structured data
Citations, recommendations
Social
Profiles and posts
Engagement, shares, listening
Reviews
Profiles on review platforms
Reviews and ratings
FOUNDATIONYOUR WEBSITE, THE CRAWL LAYER
THE OUTCOME
Pipeline
VisitsOutreachRevenue
01

Evidence

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.

03

Summary

How CLEO does it

01

Maps

Your Google Business Profile kept accurate and current. Google reviews answered in your voice.

02

Search

Server-side fixes written into the CMS. No overlays, no tickets.

03

AI Search

Cited across ChatGPT, Google AI Overviews and Perplexity, Claude on eligible plans, then measured by GEO score.

04

Social

Heard across X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky, published in your voice on X, LinkedIn and Bluesky.

05

Reviews

Watched and drafted for reply across G2, Capterra, Trustpilot, TrustRadius and Tripadvisor.

The scores on each surface are product diagnostics, measured on what your plan tracks. The CLEO Presence Index is measured separately, on the standard five-engine set.

04

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

Maps (Local)

Your Google Business Profile kept accurate and current, and every Google review answered in your brand voice. Google only, because that is where the local journey starts for most buyers.

02

Search

Seven fixes run by themselves today: meta tags, heading structure, redirects, image alt text, page speed, canonical tags and internal linking. Each is written straight into the source a machine reads, never injected by a script tag. CLEO writes to WordPress, Wix, Shopify and Sanity, and to custom code on Astro, React, Angular, Next.js, Vue and other frameworks, where the fix arrives as a commit or pull request through GitHub or GitLab. Orbit tells you at setup what it cannot touch on your stack.

03

AI Search

Seven engines are available on the standard plans - ChatGPT, Google AI Overviews, Bing AI Overviews, Perplexity, Gemini, Claude and DeepSeek - with up to four running at a time. Grok and Meta AI are reserved for Enterprise and Enterprise+, the two most expensive engines to operate, which takes the total to nine. The CLEO Presence Index always uses the standard five-engine set, whatever your plan tracks for diagnostics.

04

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 (a product diagnostic, not an index input) 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.

05

Reviews

Five platforms, a readiness score (a product diagnostic, not an index input) built from coverage, completeness and volume, and replies drafted in the brand voice for a human to post. Full methodology on the Reviews page.

A fix CLEO writes survives CLEO.

Your website | The crawl layer

CLEO writes to WordPress, Wix, Shopify and Sanity, and to custom code on Astro, React, Angular, Next.js, Vue and other frameworks, where the fix arrives as a commit or pull request through GitHub or GitLab.

CLEO is the Presence Growth Engine. It grows your brand's presence everywhere a buyer looks and turns it into pipeline.

05

Methodology

How the CLEO Presence Index works

One number, 0 to 100, for how present a business is wherever buyers look. Ten weighted signals in two layers: Presence Recognition at 70%, whether the business is found, trusted and recommended, and Presence Readiness at 30%, whether it can be reached and read.

The CLEO Presence Index as 10 weighted signals: Presence Recognition 70% (AI Recommendation 24%, Organic Search Visibility 14%, Reviews & Ratings 12%, AI Citation 10%, Independent Mentions 10%); Presence Readiness 30% (Crawl & Render Access 9%, Site Content & Technical SEO 9%, Social Profiles 6%, Local Listings 4%, Structured Data 2%).Presence Recognition - AI Recommendation: 24%Presence Recognition - Organic Search Visibility: 14%Presence Recognition - Reviews & Ratings: 12%Presence Recognition - AI Citation: 10%Presence Recognition - Independent Mentions: 10%Presence Readiness - Crawl & Render Access: 9%Presence Readiness - Site Content & Technical SEO: 9%Presence Readiness - Social Profiles: 6%Presence Readiness - Local Listings: 4%Presence Readiness - Structured Data: 2%10SIGNALS
01
Presence Recognition70%AI Recommendation24%Organic Search Visibility14%Reviews & Ratings12%AI Citation10%Independent Mentions10%

Whether search engines, AI answers, reviewers and independent sources find, trust and recommend the business. Earned, and moves over weeks and months.

02
Presence Readiness30%Crawl & Render Access9%Site Content & Technical SEO9%Social Profiles6%Local Listings4%Structured Data2%

Whether search engines, AI systems and buyers can reach and read the business. Largely within the business's control, and changes within days.

GEO, SEO and Social are CLEO's own product diagnostics, each measuring what your plan tracks. The CLEO Presence Index is measured separately, the same way for every business, on a fixed panel and engine set, whatever your plan. Every signal is observable from outside the platform, on a shared category panel every business in the category is measured on. AI answers come from five engines, fixed for every business, weighted by use. Traffic, leads, pipeline and paid reach are reported alongside the index, from your connected data, and never inside it.

The bands:

Leading

85 to 100. A default answer across most of the category's questions.

Strong

65 to 84. Competitive presence across most surfaces.

Building

40 to 64. Foundations in place. Recognition is inconsistent.

Weak

0 to 39. Rarely found or recommended. Significant room to grow.

Rated is 80% or more coverage with a grade shown, Provisional is 50 to 79% with the index shown and no grade, Unrated is below 50% with only live signals shown. A grade changes only after the smoothed index has stayed at least 1.5 points beyond a band boundary for 7 consecutive days.

Read the full methodology →
06

Rigour

What we do not count

01

AI answers score 1, 0.5 or 0

In AI Recommendation, an answer that recommends the business scores 1, one that names it without recommending it scores 0.5, and one that omits it scores 0.

02

Negative mentions are excluded

An answer that names the business negatively scores 0 in AI Recommendation, and negative coverage is not counted in Independent Mentions.

03

The same engines for everyone

Every business is measured on the same fixed set of five engines, so comparisons are always like for like, whatever engines your plan tracks.

04

Press and paid placements

Press releases, wire syndication and paid or sponsored placements earn nothing on their own.

05

Your own channels

Your own channels never count as independent mentions.

06

Connected data

Connected analytics and Search Console never enter the index. Paid reach is outside the index.

07

Crawlers and llms.txt

Blocking AI training crawlers is reported, not penalised. An llms.txt file is reported, not scored.

08

Social activity

Social activity is not measured in v1.0, only linked profiles (open question 3 in the methodology).

07

FAQ

Frequently asked questions

The discipline of growing a brand's presence on every surface a buyer looks at, Maps, Search, AI Search, Social and Reviews, and turning that presence into pipeline. Organic first, then paid.

CLEO by RegenAI. It runs Presence Growth end to end: 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.

AI visibility measures one surface: whether a model cites you. Presence Growth measures and grows all five: Maps, Search, AI Search, Social and Reviews, 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.

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The Presence Growth Engine

The Presence Growth Engine.

Presence Growth is the discipline of growing a brand's presence on every surface a buyer looks at, Maps, Search, AI Search, Social and Reviews, 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. 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.

The Presence Growth Engine has five surfaces. 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. Your website is the foundation beneath them, the crawl layer, not a sixth surface, and neither are Orchestration and Quill, the engine that runs beneath the five. The surfaces are not sold separately - the integration is the product.

The CLEO Presence Index

ten weighted signals in two layers, Presence Recognition at 70% and Presence Readiness at 30%. Rated is 80% or more coverage with a grade shown, Provisional is 50 to 79% with the index shown and no grade, Unrated is below 50% with only live signals shown. AI answers come from five engines, fixed for every business, weighted by use. The full calculation is at /cleo-index/methodology.

Maps

Your Google Business Profile, kept accurate and current, and every Google review answered in your voice. Google only, never Apple, Bing or a directory. The first surface a nearby buyer sees.

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.

Social

keeps profiles linked and current across the platforms that matter in the category, and earns independent discussion, which the index counts as Independent Mentions. Social is not separate from AI search.

Reviews

Every review CLEO covers today, watched and drafted for reply across G2, Capterra, Trustpilot, TrustRadius and Tripadvisor. The last surface a buyer checks before they decide, kept worth reading.

The engine beneath - Orchestration and Quill

Orchestration, Computation Mapping, finds the keyword opportunities and routes them into the engine, where the fixes are written to the site, the crawl layer beneath every surface, for search and AI crawlers to read: a map that ends in action, not a spreadsheet. Quill is one brand voice, set once and carried unchanged across Maps, Search, AI Search, Social and Reviews. Without them, five products; with them, one engine.

A stack of tools is not a system. The integration is the difference.

Frequently asked questions

What is Presence Growth?

The discipline of growing a brand's presence on every surface a buyer looks at, Maps, Search, AI Search, Social and Reviews, and turning that presence into pipeline. Organic first, then paid.

What is the Presence Growth Engine?

CLEO by RegenAI. It runs Presence Growth end to end: 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.

How is it different from AI visibility?

AI visibility measures one surface: whether a model cites you. Presence Growth measures and grows all five: Maps, Search, AI Search, Social and Reviews, 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, the world's first engine that runs a brand's entire presence, from the map to the model, autonomously, under your approval. Maps, Search, AI Search, Social and Reviews run in one closed loop, with the website as the foundation and every action routed into one approval queue. Evidence at regencleo.ai/worlds-first, and a free scan at regencleo.ai/scan.