Twelve specialized agents run the research, writing, technical checks, and publishing. But at five fixed points in that pipeline, a person has to review and approve the work before it moves forward — nothing reaches your site, or your inbox, without a human sign-off.
// 12 agents · 5 human gates · nothing ships unreviewed
This is the same sequence for every client. Strategy clients see it stop after Gate 2; Full Execution clients see it run all the way through to a published page.
Pulls together your site content, competitor citations, and the prompt landscape relevant to your category.
Runs your tracked prompts against ChatGPT, Perplexity, Gemini, and Google AI Overviews, and logs exactly where you're cited, missed, or mentioned without credit.
Turns the visibility findings into a prioritized 30/60/90-day roadmap.
A human strategist reviews the roadmap for accuracy and priority before it ever reaches you.
Digs into the specific topics and queries the roadmap flagged as highest priority.
Turns that research into a structured brief — entities to cover, direct-answer requirements, internal links, and target queries.
A strategist checks the brief against the roadmap before it's handed to your team, or to our Writing Agent.
Drafts the page from the approved brief. Full Execution clients only, from here on.
Scores the draft on voice, terminology, legal and claims language, and formatting against your brand rules.
A strategist reviews the draft and its compliance score before development starts.
Checks meta tags, heading structure, internal linking, structured data, AI-crawler accessibility, and passage-level citability before the page gets built.
Builds the approved page into your CMS or codebase on a staging preview.
Tests the staged page — links, schema, mobile rendering, load speed — against a fixed checklist.
Someone on our team reviews the staging preview after the QA Agent's checks pass — not just the automated report.
You, or your named approver, sign off on the staging preview before anything is allowed to go live.
Pushes the approved page live and confirms it resolves correctly in production.
Tracks the published page's citation performance over time and feeds the results back to the Intelligence Agent for the next cycle.
The agents run the same checklist every time, at a pace no team of strategists could match on their own. The gates exist because a checklist can't take responsibility for a brand claim, a legal risk, or a judgment call about what's actually worth publishing — a person can, and does, at five separate points before anything reaches your site.
Most "AI visibility" vendors sit at one of two extremes: fully manual, which is slow and doesn't scale past a handful of pages a month, or fully automated, which ships whatever the model produced with no review. We built this to be neither — agents for the parts that benefit from speed and consistency, people for the parts that require judgment.
We write, build, and publish — runs the whole pipeline through Gate 5.
See the program →Which engines we track, what counts as a citation, and how often we check.
Read the methodology →Strategy stops after Gate 2. Full Execution runs the whole pipeline, gate by gate, all the way to a published page.