The world's first engine that runs your brand's entire presence, from the map to the model, autonomously, under your approval.
The engine runs. You decide.
Evidence checked18 September 2026Published21 September 2026Next review21 December 2026
One engine runs your entire presence: Maps, Search, AI Search, Social and Reviews. It plans. It executes. It publishes. You approve. No other product does all of it in one place. This page sets out the tests a platform must pass to match the claim, then shows the evidence, vendor by vendor, with a source and a date for every line.
01
What the words mean
Every word in the claim, defined
01
Engine
One product that plans, executes and publishes. Not a dashboard that hands you a list.
02
Entire presence
The five surfaces a buyer uses. Maps is Local. Search is SEO. AI Search is GEO. Social is Social. Reviews is Perception. Your website is not a sixth surface. It is the foundation, the crawl layer that Search and AI Search write into.
03
Autonomously
CLEO plans, executes and publishes without a person starting each task, on every platform that permits automated publishing. Where a platform does not, the engine prepares the post and a person places it. No one can automate what a platform forbids.
04
Under your approval
Approval depth is set per surface: approve every action, approve by category, or approve once. Every action is logged with its before and after. Applied fixes reverse in one click. Named Approvers hold the yes.
05
From the map to the model
From the map that finds you to the model that answers for you.
A claim you can test is a claim worth making.
02
The tests
The four tests
A platform matches the claim only if it passes all four, in one product. Tick a test to filter the evidence table below.
01
Five surfaces in one product: Maps, Search, AI Search, Social, Reviews.
02
It executes on each surface. It does not only recommend.
03
It writes site fixes server-side into your own CMS or code repository. Not a script tag. Not an overlay. Not a hosted page. Not a ticket.
04
One approval queue. A full action log. One-click reversal.
Nothing ticked yet. Tick a test to filter the evidence table below to the platforms that do not meet it.
Four tests. One product passes.
Why test 3 decides it
AI crawlers read the page a server sends. They do not run the JavaScript that arrives with it. An analysis of more than 500 million GPTBot requests found no evidence of JavaScript execution, and concluded that none of the major AI crawlers renders it (Vercel and MERJ, The Rise of the AI Crawler, December 2024). A fix delivered by a script tag or an overlay is therefore invisible to the engines that now answer your buyers, and it disappears the day the tool is removed. A fix written into your own CMS or code is seen by every crawler and stays.
If the machine cannot read it, it did not happen.
03
The evidence
Every platform reviewed, test by test
Each row says what the platform does well, then where it stops. Checked on 18 September 2026. "Tests not met" refers to the four tests above, and a platform matches the claim only when that column is empty.
Every platform reviewed, test by test. Checked on 18 September 2026
Platform
What it does well
Surfaces, execution and how site changes are made
Tests not met
Source
AI-VISIBILITY SPECIALISTS
Profound
AI search analytics across up to nine engines. A no-code builder for "Agents", with an approval step before anything publishes. Publishes content to WordPress, Sanity, Contentful, Webflow, Framer and Adobe Experience Manager.
Centred on AI Search. Page-level health on tracked pages rather than a site-wide technical SEO audit and fix suite. No Google Business Profile, third-party review management or multi-platform social listening shown publicly.
Listings pushed to 200+ publisher endpoints, far beyond CLEO's Google-only Local. Reviews, Social, Pages, and Scout for AI search monitoring. Executes across listings, reviews and social.
Broad. Does not write site-wide technical SEO fixes into the customer's own CMS or code; it manages its own Pages product and publisher network.
SOCi, Uberall, Reputation, Podium, Rio SEO, BrightLocal
Depth in multi-location listings, reviews and local social.
No server-side technical SEO fixes on the customer's own site across the five surfaces.
3
Vendor sites
AUTONOMOUS SEO TOOLS
Search Atlas (OTTO)
Executes technical SEO, content, schema, internal links, Google Business Profile tasks and paid search across a very large installed base, with an approval mode and rollback.
Changes are deployed through a JavaScript pixel, a Cloudflare Worker or a WordPress plugin. No multi-platform social publishing or third-party review management shown publicly.
SEO, Google Business Profile and social tools inside their own site builders.
Work only on sites hosted with them. No cross-engine AI answer monitoring with citation-gap content.
1, 3
Vendor sites
EARLIER "WORLD'S FIRST AUTONOMOUS" CLAIMS
Albert.ai
Described at launch as "the first autonomous artificial intelligence platform for digital marketers". Runs paid media across Google, Meta, YouTube, Bing and programmatic.
Announced as "the world's first AI SEO agent to optimise websites autonomously".
SEO only. See the row above.
1
PR Newswire, 16 October 2024
Read every row. The pattern is the point.
04
Where others lead
What other platforms do better
Yext reaches more than 200 listing endpoints. CLEO's Local is Google only. Profound's builder and prompt data are more mature workflow tooling than we expose. Semrush and Ahrefs hold deeper keyword and backlink data. Search Atlas executes across more sites. We say so plainly, because a first that hides the field is not a first worth trusting.
Honest about the field. Certain about the seam.
05
What Orbit runs today
CLEO runs on CLEO
From 20 September 2026, CLEO's own presence runs all five surfaces on Orbit.
01
Maps | Local
Google Business Profile and Google reviews. Google only.
02
Search | SEO
Audits, rank tracking and seven classes of fix written server-side into WordPress, Wix, Shopify, Sanity and code repositories.
03
AI Search | GEO
Prompts watched six days a week across the AI engines at 95% confidence. Articles commissioned from citation gaps, written by Quill, published on approval.
04
Social
Listening on X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky. Publishing by itself wherever the platform permits: LinkedIn, X, YouTube and Bluesky today, with Instagram to follow once Meta grants API access. Elsewhere the engine prepares the post and a person places it.
05
Reviews | Perception
G2, Capterra, Trustpilot, TrustRadius and Tripadvisor fetched and replies drafted.
06
In beta
Leads and Ads. The claim does not rest on them.
In productionOne agency runs 46 client sites on Orbit for SEO. CLEO's own site moved AI Readability 35 to 96, SEO 40 to 95 and GEO 14 to 50 in thirty days. DisburseCloud moved AI citation share from 17% to 67% in ninety days. 300+ sites live in 8 countries.
Measured, not projected.
06
How we reviewed
The method, and its date
We read each vendor's public product pages, documentation, pricing pages and release notes on 18 September 2026. This is a point-in-time review. Vendors ship quickly. We re-check every quarter and after any major release. If a page has changed since our date, tell us.
07
Challenge this
Challenge the claim
If any platform passes all four tests, write to contact@regencleo.ai. We review within five working days, publish the outcome here, and amend the claim if warranted.
No. It is a defined claim with four public tests and a vendor-by-vendor evidence table, dated and open to challenge. If a platform passes every test, we amend the claim. Marketing states things. This page shows its working.
What does autonomous mean here?
CLEO plans, executes and publishes across the five surfaces without a person starting each task. In Orbit the month plans itself and lands in one approval queue. You set how deep approval goes, per surface, at any time.
Does anything publish without my approval?
No. Every action routes to one approval queue, at the depth you set for that surface. Every action is logged with its before and after, and any applied fix reverses in one click.
Why does server-side matter?
AI crawlers do not run JavaScript. A fix injected by a script tag is invisible to them, and it disappears if you leave the tool. CLEO writes the fix into your own CMS or code, so every crawler sees it and the fix survives CLEO.
What about Profound, Yext or Search Atlas?
Each is strong. Profound's builder and engine coverage, Yext's 200+ listing endpoints, Search Atlas's execution across many sites. None writes site-wide technical fixes server-side into your own stack across all five surfaces from one approval queue. They show you the gap. CLEO fills the gap.
What is in beta, and where does a person step in?
Leads and Ads are in beta, and the claim does not rest on them. On Social, Orbit publishes by itself wherever the platform permits automated publishing: LinkedIn, X, YouTube and Bluesky today, with Instagram to follow once Meta grants access. Where a platform does not permit it, the engine prepares the post and a person places it. No one can automate what a platform forbids.
Next
See what the machines see. Then let the engine run.
The world's first engine that runs your brand's entire presence, from the map to the model, autonomously, under your approval. Evidence checked 18 September 2026. Published 21 September 2026. Next review 21 December 2026.
One engine runs your entire presence
Maps, Search, AI Search, Social and Reviews. It plans. It executes. It publishes. You approve. No other product does all of it in one place. This page sets out the tests a platform must pass to match the claim, then shows the evidence, vendor by vendor, with a source and a date for every line.
What the words mean
Engine is one product that plans, executes and publishes, not a dashboard that hands you a list. Entire presence is the five surfaces a buyer uses: Maps is Local, Search is SEO, AI Search is GEO, Social is Social, Reviews is Perception; your website is not a sixth surface, it is the foundation, the crawl layer that Search and AI Search write into. Autonomously means CLEO plans, executes and publishes without a person starting each task, on every platform that permits automated publishing; where a platform does not, the engine prepares the post and a person places it, because no one can automate what a platform forbids. Under your approval means approval depth is set per surface, approve every action, approve by category, or approve once, with every action logged with its before and after, applied fixes reversing in one click, and Named Approvers holding the yes. From the map to the model means from the map that finds you to the model that answers for you.
The four tests
A platform matches the claim only if it passes all four, in one product. One, five surfaces in one product: Maps, Search, AI Search, Social, Reviews. Two, it executes on each surface, it does not only recommend. Three, it writes site fixes server-side into your own CMS or code repository, not a script tag, not an overlay, not a hosted page, not a ticket. Four, one approval queue, a full action log, one-click reversal.
Why test 3 decides it
AI crawlers read the page a server sends. They do not run the JavaScript that arrives with it. An analysis of more than 500 million GPTBot requests found no evidence of JavaScript execution, and concluded that none of the major AI crawlers renders it (Vercel and MERJ, The Rise of the AI Crawler, December 2024). A fix delivered by a script tag or an overlay is therefore invisible to the engines that now answer your buyers, and it disappears the day the tool is removed. A fix written into your own CMS or code is seen by every crawler and stays.
The evidence, checked on 18 September 2026
Each row says what the platform does well, then where it stops. Tests not met refers to the four tests above, and a platform matches the claim only when that column is empty. Profound: AI search analytics across up to nine engines, a no-code builder for "Agents" with an approval step before anything publishes, and content published to WordPress, Sanity, Contentful, Webflow, Framer and Adobe Experience Manager; centred on AI Search, with page-level health on tracked pages rather than a site-wide technical SEO audit and fix suite; tests not met 1 and 3; source tryprofound.com. AthenaHQ, Peec AI, Otterly, Goodie, Evertune and Bluefish: AI answer monitoring, competitor benchmarking and recommendations, some drafting content; one surface, monitoring and recommendation; tests not met 1, 2 and 3; source vendor sites. Scrunch: monitoring plus delivery of an AI-readable version of a site to AI crawlers; a delivery layer in front of the site rather than a write into the customer's own source; tests not met 1 and 3; source scrunch.com. Yext: listings pushed to 200+ publisher endpoints, far beyond CLEO's Google-only Local, with reviews, social, Pages and Scout for AI search monitoring; does not write site-wide technical SEO fixes into the customer's own CMS or code; test not met 3; source yext.com. Birdeye: reviews, listings on Google, Apple, Facebook, Yelp and Bing, social and AI search visibility, with automated responses and outreach; no server-side technical fixes on the customer's own site; test not met 3; source birdeye.com. GoHighLevel: CRM, conversations, reviews, social and funnels, with reviews connected to Google Business Profile; assembled modules, no site-wide technical SEO fix suite and no cross-engine AI answer monitoring; tests not met 1 and 3; source gohighlevel.com. Vendasta: listings, reviews, social, SEO and ads for agencies to resell, with automated social and WordPress blog publishing and mobile approval; a partner and fulfilment platform that publishes posts rather than site-wide server-side technical fixes across stacks; test not met 3; source vendasta.com. SOCi, Uberall, Reputation, Podium, Rio SEO and BrightLocal: depth in multi-location listings, reviews and local social; no server-side technical SEO fixes on the customer's own site across the five surfaces; test not met 3; source vendor sites. Search Atlas (OTTO): executes technical SEO, content, schema, internal links, Google Business Profile tasks and paid search across a very large installed base, with an approval mode and rollback; changes are deployed through a JavaScript pixel, a Cloudflare Worker or a WordPress plugin; tests not met 1, and 3 where the pixel is used; sources searchatlas.com and PR Newswire, 16 October 2024. Alli AI, BrightEdge Autopilot, Conductor, Surfer, AirOps and Gradial: SEO and content execution or optimisation; SEO and content only, script injection or content publishing rather than five-surface execution; test not met 1; source vendor sites. Adobe LLM Optimizer: serves an AI-optimised version of pages at the edge, without JavaScript; one surface, edge delivery, oriented to Adobe Experience Manager; tests not met 1 and 3; source business.adobe.com. Semrush and Ahrefs: keyword and backlink data far deeper than CLEO's, with local, social and AI visibility toolkits (Semrush); insight and recommendation, with no execution into the customer's own stack; tests not met 2 and 3; sources semrush.com and ahrefs.com. HubSpot: CRM, content tools and an AEO grader, publishing to HubSpot's own CMS; execution inside HubSpot CMS only; tests not met 1 and 3; source hubspot.com. Wix, GoDaddy Airo, Squarespace and Shopify Magic: SEO, Google Business Profile and social tools inside their own site builders; work only on sites hosted with them, with no cross-engine AI answer monitoring with citation-gap content; tests not met 1 and 3; source vendor sites. Albert.ai, an earlier claim to be first and autonomous: described at launch as "the first autonomous artificial intelligence platform for digital marketers", running paid media across Google, Meta, YouTube, Bing and programmatic; paid media only; tests not met 1 and 3; source albert.ai. Search Atlas (OTTO), October 2024, an earlier claim: announced as "the world's first AI SEO agent to optimise websites autonomously"; SEO only; test not met 1; source PR Newswire, 16 October 2024.
Where others lead
Yext reaches more than 200 listing endpoints. CLEO's Local is Google only. Profound's builder and prompt data are more mature workflow tooling than we expose. Semrush and Ahrefs hold deeper keyword and backlink data. Search Atlas executes across more sites. We say so plainly, because a first that hides the field is not a first worth trusting.
What Orbit runs today
From 20 September 2026, CLEO's own presence runs all five surfaces on Orbit. Maps, the Local channel: Google Business Profile and Google reviews, Google only. Search, the SEO channel: audits, rank tracking and seven classes of fix written server-side into WordPress, Wix, Shopify, Sanity and code repositories. AI Search, the GEO channel: prompts watched six days a week across the AI engines at 95% confidence, with articles commissioned from citation gaps, written by Quill and published on approval. Social: listening on X, LinkedIn, Reddit, Medium, YouTube, Quora and Bluesky, publishing by itself wherever the platform permits, which is LinkedIn, X, YouTube and Bluesky today, with Instagram to follow once Meta grants API access, and elsewhere the engine prepares the post and a person places it. Reviews, the Perception channel: G2, Capterra, Trustpilot, TrustRadius and Tripadvisor fetched and replies drafted. In beta: Leads and Ads, and the claim does not rest on them. In production: one agency runs 46 client sites on Orbit for SEO, CLEO's own site moved AI Readability 35 to 96, SEO 40 to 95 and GEO 14 to 50 in thirty days, DisburseCloud moved AI citation share from 17% to 67% in ninety days, and 300+ sites are live in 8 countries.
How we reviewed
We read each vendor's public product pages, documentation, pricing pages and release notes on 18 September 2026. This is a point-in-time review. Vendors ship quickly. We re-check every quarter and after any major release. If a page has changed since our date, tell us.
Challenge this
If any platform passes all four tests, write to contact@regencleo.ai. We review within five working days, publish the outcome here, and amend the claim if warranted.
Change log
21 September 2026, first publication. Next scheduled review: 21 December 2026.
Related terms
CLEO Orbit, Presence Growth, How to choose a tool.
The claim
One engine runs your entire presence
What the words mean
The four tests
Why test 3 decides it
The evidence, checked on 18 September 2026
Where others lead
What Orbit runs today
How we reviewed
Challenge this
Change log
Related terms
Frequently asked questions
Is this just marketing?
No. It is a defined claim with four public tests and a vendor-by-vendor evidence table, dated and open to challenge. If a platform passes every test, we amend the claim. Marketing states things. This page shows its working.
What does autonomous mean here?
CLEO plans, executes and publishes across the five surfaces without a person starting each task. In Orbit the month plans itself and lands in one approval queue. You set how deep approval goes, per surface, at any time.
Does anything publish without my approval?
No. Every action routes to one approval queue, at the depth you set for that surface. Every action is logged with its before and after, and any applied fix reverses in one click.
Why does server-side matter?
AI crawlers do not run JavaScript. A fix injected by a script tag is invisible to them, and it disappears if you leave the tool. CLEO writes the fix into your own CMS or code, so every crawler sees it and the fix survives CLEO.
What about Profound, Yext or Search Atlas?
Each is strong. Profound's builder and engine coverage, Yext's 200+ listing endpoints, Search Atlas's execution across many sites. None writes site-wide technical fixes server-side into your own stack across all five surfaces from one approval queue. They show you the gap. CLEO fills the gap.
What is in beta, and where does a person step in?
Leads and Ads are in beta, and the claim does not rest on them. On Social, Orbit publishes by itself wherever the platform permits automated publishing: LinkedIn, X, YouTube and Bluesky today, with Instagram to follow once Meta grants access. Where a platform does not permit it, the engine prepares the post and a person places it. No one can automate what a platform forbids.
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 Maps, Search, AI Search, Social and Reviews. 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 llms.txt & AI meta. AI Visibility Score (GEO) measures how often your brand appears in AI-generated answers across the seven standard engines (ChatGPT, Google AI Overviews, Bing AI Overviews, Perplexity, Gemini, Claude and DeepSeek), with up to four active per site at a time; Grok and Meta AI add two more on Enterprise, for nine available. 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 Runs on Orbit customer story at regencleo.ai/customers/cleo-runs-on-orbit). 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 DisburseCloud customer story at regencleo.ai/customers/disbursecloud). 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)
