Ground the Agents
SOPs, checklists, and the deliverable library indexed, so every agent answers from how we actually work.

Grapes Worldwide runs SEO through the SEO Studio: eight in-house agents, from technical audits to AI dashboards, on our own model stack, chained into workflows with named humans verifying at every gate.
Get a Free SEO ConsultationSearch engines love us. More importantly, so do clients. From industry leaders to ambitious challengers, we make sure they reach the right audience. For us, SEO isn’t just rankings, it’s real impact.
The Studio is our agentic layer for SEO: eight in-house agents, each built for one job and grounded in our own SOPs, deliverable library, and QA checklists rather than in whatever the internet thinks. The agents live in our stack, hand off to each other the way our strategists, writers, and PMs already collaborate, and end every workflow at a named human desk. You buy SEO services; the Studio is how they get delivered.
The agent that crawls continuously, clusters errors into root causes, prioritises by revenue impact, and re-verifies every fix after deploy.
The agent that audits your visibility inside AI answers: presence, citation share, and content readiness across the engines buyers now ask.
The agent that mines queries at scale, clusters them by intent, flags cannibalisation and volatility, and scores every opportunity before a brief is written.
The agent that designs topic architecture: cluster maps, authority gaps, internal link topology, and the decay signals that tell you what to refresh.
The agent that turns grounded briefs into first drafts in our tuned formats and voice, with sources attached and a human writer owning the final cut.
The agent that reads Google Search Console across every property at once: anomalies the hour they appear, regressions explained, segments that matter.
The agent that watches every location: Business Profile health, local pack ranks, NAP consistency, and review signals, checked continuously across the estate.
The live command view: rankings, AI answer visibility, content KPIs, and anomalies on one dashboard, with agents handing humans only the exceptions.
Five stages, one goal: SEO delivered by agents that compound. The same studio rhythm runs across our five offices, from technical programmes to content factories.
SOPs, checklists, and the deliverable library indexed, so every agent answers from how we actually work.
Agents hand off audit to keyword to topic to content, the way our teams already relay work.
Named humans approve content before it ships and technical changes before they deploy.
Rankings, AI-answer presence, and GSC behaviour tracked live, with anomalies flagged the hour they appear.
Corrections feed tuning, winners feed templates, and the studio gets sharper every month.
The Studio does not route client work through a public LLM. Open models hosted in our own stack keep programmes and documents inside our perimeter, and retrieval is grounded in our SEO SOPs, past deliverables, and QA checklists rather than in whatever the internet thinks. Each in-house agent does one job well and passes its output to the next, the same way a strategist briefs a writer and a PM reviews before anything reaches the client. That is where the compounding happens. And every workflow, on every agent, ends at a named human desk.
Agents feed every studio agent from governed SOPs and the deliverable library, sources attached.
Knowledge owners approve what enters.
Agents route work between the eight SEO agents, tracking state and handoffs across the chain.
Your PM owns the exceptions queue.
Agents run every deliverable against our SEO checklists before human review.
A named QA lead signs off or blocks.
Agents feed corrections and winning patterns into the next tuning round for each specialist agent.
Your AI lead approves what the studio learns.
Agents watch rankings, AI answers, and GSC behaviour around the clock for anomalies worth a decision.
Your strategist validates every alert.
Agents classify edge cases and confidence gaps against escalation rules before anything reaches you.
Named reviewers decide each escalated item.
What changes for you
AI multiplies our output. It never replaces our judgment.
The questions CXOs ask us before signing, answered straight.
The agentic layer behind our SEO services: eight in-house agents, from Tech and SEO Audit to AI SEO Dashboards, running on our own model stack, grounded in our SEO knowledge, and chained into the workflows that deliver technical, content, and reporting work. Every agent workflow ends at a named human desk.
Specialist AI systems we built, host, and run ourselves, each scoped to one job: technical audits, AEO/GEO visibility, keywords, topics, content, GSC analytics, local SEO, and dashboards. Because they are ours, they answer from our methods and your programme data, not from generic internet patterns, and their behaviour changes only when we improve them.
Public LLM usage means your briefs and data route through someone else's product and general knowledge. The Studio hosts open models in its own stack, grounds every output in governed sources with citations, and gates everything through named humans. You get delivery that reflects how we actually work, and your data never trains a public model.
No; they clear the runway. Agents remove blank pages, manual crawls, and spreadsheet grind, and hand strategists, writers, and engineers grounded work with sources attached. Craft, judgement, and the decision to ship stay human, the way a PM reviews before anything reaches you.
Through designed handoffs: the Tech and SEO Audit agent's findings become Keyword Agent opportunities, keywords become Topic Agent architecture, topics become grounded briefs for the Content Agent, and the dashboards watch what shipped. Each handoff is a validated contract, so quality survives the relay instead of degrading with it.
Inside our stack. Model serving, retrieval indexes, and workflow state run in our own environment with no external LLM in the request path, and access is scoped so client programmes stay isolated. Nothing you share with us leaves our perimeter.
Because the proof is in delivery: 263% search visibility growth, 250% organic traffic growth, and 7 times conversion uplift came through this machinery across five offices. Eight agents, one private stack, and a named human behind everything that ships.