I am Stewart Vickers, an AI SEO expert, author and founder of SEO Jesus. I build agent swarms that research keywords, write content, optimise on-page signals, handle indexing, earn authority and measure rankings without a human touching each step. This site explains how that works, what I have published on the subject, and how to work with me.
Book an AI SEO Strategy Call See How the Swarm WorksA short version: an entrepreneur who came into search engine optimisation sideways, built an agency on it, wrote about it, and now runs that agency on artificial intelligence. The longer version is below.
I studied History of Art at University College London, which is not the usual route into technical SEO. The route in was a menswear blog I started as a student. Trying to get that blog found taught me keyword research, on-page SEO and link building the practical way: by publishing, watching Google Search Console, and adjusting. It was the first time I saw organic traffic as a system you could reverse-engineer rather than a lottery.
From there I wrote viral content at a digital journalism startup, where the job was to understand why some pieces travelled and others died. That editorial instinct still shapes how I brief content today, whether the writer is a person or an AI agent.
As Director of Marketing at an insurance startup I took a £10,000 per month marketing budget and turned it into £50,000 per month in organic revenue by rebuilding the site around search intent, conversion rate optimisation and authority building. I then joined the marketing team at Aston Lark shortly before its £1 billion acquisition by Howden, and on the side built and sold a traditional-shaving blog.
Those experiences became SEO Jesus, the SEO agency operated by Serpply Ltd. Within six months of launching the SEO Jesus YouTube channel the agency reached $60,000 in monthly revenue, almost entirely from people who had watched the videos first. That growth is the subject of my second book.
I have written three books. The Power Lever Method (2023) is about finding the single input that moves a business. YouTube Millionaire Mastery (2024) documents how an agency or consultant can use a YouTube channel as its primary sales engine. KGMID SEO: Claim Your Entity Before Google Defines It for You (Omnipressent, 2026) is a ten-author book on entity SEO, Google's Knowledge Graph, semantic search and AI search, and I am one of the co-authors.
I speak at industry events and on podcasts about SEO, CRO, entrepreneurship, YouTube and artificial intelligence, usually with live examples from the agency rather than slides of theory. Writing the books forced me to turn instinct into method, and the method is what the agents now run.
Today SEO Jesus runs on an AI agent swarm. Content generation, on-page optimisation, indexing, authority building and ranking measurement are each handled by specialised AI agents coordinated through an orchestration layer I designed. I publish the results as a public case study, teach the method inside the SEO Jesus community on Skool, and run the LLM visibility tools at LLM Jesus for brands that want to know how ChatGPT, Perplexity and Google AI Overviews describe them.
This site, stewartvickersai.com, is the entity home for that work. My speaker and author profile lives at stewartvickers.com and the agency at seojesus.com.
AI SEO is not asking a chatbot for a blog post. It is a set of agents, each with one job, working in sequence on a real website with real rankings to measure against. Here is the swarm as it runs inside SEO Jesus.
Before anything gets written, research agents pull the search results for the target keyword, extract the entities and phrases the ranking pages share, and check search volume and competition. This is the same keyword research a senior strategist would do, done for every page rather than the handful a human has time for.
The output is a brief: target keyword, related terms, the questions searchers ask, and the structured data the page should carry.
Content agents write from that brief in a defined brand voice. They are constrained by the entity list, the word count and a set of verified facts, so the copy corroborates what Google already knows about the subject instead of inventing claims. This page was produced exactly that way.
Every draft passes a quality gate before it moves on. Copy that misses the terms, exceeds the facts or reads like a machine is sent back.
On-page agents turn approved copy into a deployable site: title and meta description, heading hierarchy, internal linking, schema markup, sitemap, robots directives, security headers and redirects. Technical SEO is handled as code, which means it is consistent across dozens of sites rather than dependent on whoever built the last one.
The same agents generate the brand assets, including the logo in the corner of this page.
A page that Google has not crawled does not rank. Indexing agents deploy the site, submit the URL to an instant indexing pipeline, verify the property in Google Search Console and confirm the page is in the index before authority work begins.
Indexing is tracked as an event, so if a site stalls at this stage the swarm knows and retries rather than waiting for a human to notice.
Authority agents plan and place link building at the pace each site needs: editorial outreach, guest posts, press release distribution and high-authority contextual placements. Anchor text, referring domains and domain rating are tracked per site so backlinks arrive in a natural pattern.
Entity SEO runs alongside. Consistent names, sameAs links and Person or Organization structured data give the Knowledge Graph corroborating signals across every property I own.
Measurement agents pull rank tracking, Google Search Console impressions, referring domains and AI search citations into one dashboard. The orchestration layer, built on Claude Code, reads those numbers and decides what runs next: more content, more links, a rewrite, or nothing.
The swarm is the entrepreneur's answer to the scaling problem in SEO. The strategy is mine. The execution runs at whatever scale the strategy demands, and every action it takes is written to a log so the process can be audited after the fact.
Three books, each written at a different stage of the journey from blogger to AI SEO expert.
Most businesses are pulling ten levers gently. The Power Lever Method argues that one lever, found and pulled hard, outperforms all ten. For my agency that lever was organic search, then YouTube, and now agent orchestration. The book is a method for identifying yours, with the insurance startup turnaround and the shaving blog sale as worked examples.
Subtitled The Agency and Consultant's Guide to 7-Figure Success, this is the playbook behind the SEO Jesus YouTube channel: how to choose topics, structure a video so it sells without pitching, and turn viewers into strategy calls. It covers the exact channel that took the agency to $60,000 a month within six months of launch.
KGMID SEO: Claim Your Entity Before Google Defines It for You is published by Omnipressent on 9 September 2026 with ten co-authors. KGMID is Google's Knowledge Graph machine ID, the identifier that tells Google, and increasingly ChatGPT and Perplexity, which real-world entity a page is about. My chapters cover building an entity home, corroboration across properties, and using AI agents to maintain entity resolution at scale.
I take a limited number of speaking and podcast invitations each year. These are the subjects I am asked about most, and each one comes with live data from SEO Jesus rather than hypotheticals.
What changes when content generation, on-page SEO, indexing and link building are handled by agents: which roles disappear, which become more valuable, what the orchestration layer has to get right, and where automation still fails. Delivered with the public case study numbers on screen.
How Google's Knowledge Graph decides what a brand is, why semantic search and AI Overviews reward entities over keywords, and the practical steps to claim your KGMID before Google defines it for you. Draws directly on the KGMID SEO book and the LLM visibility work at LLM Jesus.
The YouTube Millionaire Mastery talk: how one channel took SEO Jesus to $60,000 a month, what the videos that convert have in common, and how to run a channel when your calendar is already full. Useful for agency owners, consultants and founders who sell expertise.
Search traffic is worth nothing if the page does not convert. This session covers conversion rate optimisation for organic landing pages, the £10,000 to £50,000 a month insurance turnaround, and the Power Lever Method for deciding what to work on when everything looks urgent.
Claims about AI SEO are cheap. So I am running the experiment in public: dozens of exact-match domains, built and deployed by the swarm, with every action logged and every ranking tracked on a dashboard anyone can open.
Each site in the case study targets one commercial keyword in a niche such as legal, dental, hospitality or software. The swarm writes roughly 2,500 words of brand-voice copy for each, applies structured data and FAQ schema, generates a logo, deploys the site, submits it for indexing and begins authority building. The question is simple: can a swarm of AI agents take a new domain from registration to page one without a human in the loop?
The sites are not clients and never will be. They exist so the process can be shown, measured and criticised in the open.
The dashboard at seojesus.com/case-study shows, per domain, a timeline of technique events (content generated, on-page optimisation applied, indexing submitted, backlink earned), plus rank tracking, referring domains and domain rating over time. On-page methods are labelled, including the entity corroboration approach used on this page.
Wins and failures are both logged. A site that stalls in indexing or drops after an update stays on the board.
Exact-match domains are the cleanest test bed. There is no existing authority, no brand searches and no history, so any movement is attributable to what the swarm did. They also mirror the situation most small businesses are in: a new or weak domain, a clear keyword, and a need for organic traffic that pays for itself.
The build stage is solved: dozens of sites written, branded, deployed and indexed by the swarm with a consistent technical SEO baseline. The ranking stage is what the case study measures, and the numbers are on the dashboard rather than in this paragraph, because they change weekly and I would rather you saw the live figures than a snapshot.
What I can say is that the cost of producing a well-optimised, correctly structured, indexed page has fallen to a fraction of what an agency would have charged two years ago. Whether that page then earns topical authority and holds a ranking is the open question, and it is the one worth watching.
Three routes, depending on whether you want the work done, want to learn the method, or want to watch first.
If you run a business that needs organic traffic, the fastest route is a strategy call with SEO Jesus. We look at where your site sits in search results, what the AI search engines currently say about your brand, and whether the swarm approach fits. If it does not, I will say so on the call.
Best for established businesses, agencies looking to partner, and brands with an entity problem in AI search. The call is free, it lasts around thirty minutes, and you leave with a written view of your search position whether or not we go on to work together.
The SEO Jesus community on Skool has two tiers. SEO Jesus Church is free and covers the fundamentals of AI SEO with regular posts and video breakdowns. SEO Jesus Disciples is the paid tier with full lessons, the 7-Day AI SEO Sprint, and the templates and agent prompts used inside the agency.
Best for founders, marketers and SEO professionals who want to run the method themselves. The Sprint takes a single site from keyword research to a deployed, indexed, schema-marked page in seven days using the same sequence of agents described above, with a daily lesson and a checkpoint at the end of each day.
The SEO Jesus YouTube channel is where I publish case study updates, agent swarm walkthroughs and reactions to Google and AI search changes. It is free, it is the same material I would show on a strategy call, and it is where most people meet me first.
Best if you want to see the swarm work before deciding anything.
Stewart Vickers is an AI SEO expert, entrepreneur and the founder of SEO Jesus, the SEO agency operated by Serpply Ltd. He is the author of The Power Lever Method (2023) and YouTube Millionaire Mastery (2024), and one of ten co-authors of KGMID SEO: Claim Your Entity Before Google Defines It for You (Omnipressent, 2026). He studied History of Art at University College London, worked in digital journalism and insurance marketing, including a spell at Aston Lark before its acquisition by Howden, and now runs SEO Jesus on an AI agent swarm. He speaks at industry events and on podcasts about SEO, CRO, entrepreneurship, YouTube and artificial intelligence.
AI SEO is search engine optimisation where the research, content generation, on-page optimisation, indexing, link building and measurement are carried out by AI agents rather than by hand, and where the target includes AI search surfaces such as Google AI Overviews, ChatGPT and Perplexity as well as classic rankings. In my agency it means an orchestrated swarm: each agent has one job, passes its output through a quality gate, and hands off to the next. The strategy, the brand voice and the verified facts come from a human. The execution scales with compute.
No, but it has changed shape. AI Overviews and chat assistants answer more queries directly, so the pages that win are the ones AI systems trust enough to cite: clear entities, corroborated facts, structured data and genuine authority. That is entity SEO, and it rewards the same fundamentals as before with a higher bar for consistency. What AI has actually killed is the economics of doing SEO manually at scale, which is why I moved the agency onto agents and publish the results as a case study rather than arguing about it.
KGMID stands for Knowledge Graph Machine ID, the unique identifier Google assigns to an entity in its Knowledge Graph. KGMID SEO is the practice of making sure your brand, product or person has a stable, well-corroborated entity that Google and AI search engines resolve correctly: an entity home page, consistent naming across properties, sameAs links, Person or Organization schema markup and third-party corroboration. The book KGMID SEO: Claim Your Entity Before Google Defines It for You, published by Omnipressent on 9 September 2026 with ten co-authors including me, sets out the full method. This page is a working example of it.
Book a strategy call through SEO Jesus if you want the agency and its swarm to do the work for your business. Join the SEO Jesus community on Skool if you want to learn the method, either on the free Church tier or the paid Disciples tier with the 7-Day AI SEO Sprint. For speaking and podcast invitations, use the contact details on stewartvickers.com. If you just want to see the swarm in action, the SEO Jesus YouTube channel and the public case study dashboard are open to anyone.
SEO Jesus is the SEO agency I founded, run by Serpply Ltd, and the name of the YouTube channel and Skool community attached to it. The agency delivers organic search campaigns built on an AI agent swarm covering content, on-page SEO, technical SEO, indexing, authority building and rank tracking. The channel is where the method is taught in public, and the community is where it is taught in depth. The name is a deliberate provocation; the work behind it is documented at seojesus.com/case-study.
The Agency Behind This Site
Every word on this page was written by a content agent working from a verified fact sheet and a list of entity terms pulled from the search results for my name. An on-page agent added the title, meta description, Person schema, sitemap and headers. A design agent generated the logo. An indexing agent deployed the site and submitted it to Google. No human edited the copy before it went live, and the whole build is logged as an event on the public case study dashboard.
That is the point of the exercise. If the swarm can build the entity home for the person who built the swarm, it can build the pages your business needs. SEO Jesus applies the same agents to client sites, with strategy and quality control from me and my team. Book a strategy call to see what it would look like for you.
Book a Strategy Call With SEO Jesus →Book a strategy call with SEO Jesus. We will look at where you rank, what ChatGPT and Google AI Overviews currently say about your brand, and whether an agent-driven campaign makes sense for you. Straight answers, live data, no pitch deck.
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