Video: "AI SEO Just Changed Forever (Hermes Agent)" by Julian Goldie on YouTube.
The results Julian Goldie documented
Two sites. One went from zero organic clicks to over 1,100 per day. The other went from zero to 346 clicks per day. Both used Hermes Agent running a content and SEO strategy from a single high-level prompt, without someone managing each step of the production process.
Numbers like that get bandied around a lot in AI marketing content, so it is worth being clear about what the video actually shows: Search Console screenshots tracking the organic traffic trajectory over time, not a one-day spike. The growth patterns are consistent with a content programme gaining traction — many pages being indexed, some beginning to rank and accumulate clicks — rather than anything that would look suspicious in an audit. That does not guarantee the same results for any given site, but it does make the claim credible rather than promotional noise.
What Hermes Agent Swarms actually do
A standard AI agent handles tasks in sequence: one agent, one instruction at a time. A Hermes Agent Swarm coordinates multiple agents simultaneously, each with a defined role. In the SEO context Julian Goldie describes, the swarm typically has four roles: a planner that sets the content strategy and keyword targets, a builder that produces the content, a reviewer that checks the output against a quality rubric, and a router that decides what happens next — whether to publish, send back for revision, or escalate to a different pipeline.
The practical effect is that quality control is built into the production loop rather than bolted on at the end. The reviewer agent does not just flag issues; it triggers a revision cycle, and that cycle runs until the output meets the defined threshold. This is what Julian Goldie calls loop engineering — the SEO quality standard is encoded in the reviewer's rubric, and the loop runs until it is met.
How the full SEO workflow runs from one prompt
From an initial brief — a niche, a target audience, a set of competing URLs — the swarm works through: content strategy definition, keyword cluster identification by search intent and difficulty, competitor content analysis, page outline generation, full content drafts for each target, meta description and title tag creation, and an internal linking plan. Each stage feeds the next, with the reviewer agent checking output quality at each handoff.
The key is that the initial brief carries all the strategic direction. A specific, well-constructed brief — with context about the site, the audience, and the competitive landscape — produces a content programme with genuine topical depth. A vague brief produces generic content at scale, which is exactly what Google's spam enforcement is designed to catch. The tool does not think strategically on your behalf; it executes strategy at speed.
What this means for UK businesses doing SEO
The traditional argument against AI-assisted content programmes was quality — AI text was detectable, shallow, and failed to match what Google's quality raters were looking for. The argument against high-quality manual content was cost and speed. A well-configured Hermes Agent swarm with a strong brief and a reviewer rubric built around E-E-A-T criteria changes that equation. It is not a substitute for editorial expertise, but it is a credible engine for building topical authority across a content programme faster than a human writing team could manage alone.
The approach works best for businesses with clear keyword targets and consistent subject matter — a local services firm building regional content, a SaaS company covering its use-case landscape, a specialist retailer establishing product category authority. It works less well for content that requires original reporting, professional opinion, or current event coverage.
Where this connects to NordSys
We set up and configure Hermes Agent installations for UK businesses, including the content strategy, reviewer rubric, and quality loop configuration that makes results like these reproducible. If you want a working SEO content system rather than an experiment, we can build one calibrated to your site, your audience, and your competitive position. The strategy has to come from you; the execution at scale can come from the agent.
See our SEO & AI Ranking service →