We use AI research, semantic content architecture and a human editing layer to produce articles that rank inside ChatGPT, Perplexity and Google AI Overviews.
30 min
To produce a semantically complete, citation-ready article, down from 8 to 10 hours
14.2%
Average conversion rate from ChatGPT traffic, vs 1.76% for Google organic
12-18%
Of all English-language informational queries now handled by AI engines (Q1 2026)
The problem
A well-researched, properly structured, semantically complete article, the kind AI engines actually cite, takes 8 to 10 hours to produce when done manually. That's one article per person per day. At that rate, building the content depth required for AI visibility takes months.
Most agencies solve this with templates and volume. The result is generic content that costs less per article and converts at the same rate, almost zero.
We solve it differently. AI handles research and production. A human editor handles accuracy, voice and conversion. Custom elements, calculators, tools, comparison widgets, are built per article where they serve the reader. The system handles publishing, interlinking and refresh automatically.
Thirty minutes per article. No drop in quality. No compromise on depth.
The system
AI does the research and the heavy writing. Humans do the judgement calls, CRO and creative. The system does the operations. Each layer does what it's actually good at.
01
ResearchWe run automated research across your category, what AI engines are currently citing, what competitors rank for, what questions buyers are asking and where the content gaps are. This brief takes 20 minutes. Manual research takes a day.
02
ProductionAI drafts a semantically complete article, covering the topic with the depth, structure and entity coverage that AI engines require to cite a source. FAQPage schema, internal link targets and citation anchors are built in from the first draft.
03
QualityAn editor reviews for accuracy, brand voice and CRO. Images are sourced and optimised. Where the brief calls for it, we build a custom interactive element, a calculator, a quiz, a comparison tool, designed specifically for that article and that client.
04
OperationsContent goes live with full structured data. The interlinking system connects every new article to the relevant existing content automatically. Refresh schedules are set on publish, the system flags articles for update based on citation drift and performance data.
What makes it different
When a calculator, comparison tool or quiz serves the reader and the conversion goal, we build it into the article. A mortgage broker gets a repayment calculator in their content. A recruitment agency gets a salary benchmarking tool. These aren't plugins, they're built for that client and that article.
Content performance drops when information goes stale and when AI engines stop citing it. Our refresh system monitors citation drift and performance data, flags articles that need updating and executes the update in the same 30-minute workflow as new production. Your content stays current without manual effort.
Every article published is automatically connected to the relevant existing content in your site. No manual link audits. No orphan pages. As your content library grows, the interlinking system gets smarter, passing topical authority between articles and building the kind of content depth AI engines look for when deciding who to cite.
What you get
Automated research identifying citation gaps, competitor coverage and the exact questions your audience is asking AI engines, before a word is written.
Long-form content built to GEO standards, full entity coverage, quotable structure, clear sourcing and FAQPage schema on every piece.
Every article reviewed by an editor for accuracy, brand voice and conversion intent before it's published. No raw AI output goes live.
Conversion-focused elements woven into every article, contextual CTAs, lead capture points and flow connections built for your funnel, not a generic blog template.
Calculators, comparison tools, quizzes and diagnostic widgets built per article where they serve the reader and the conversion goal.
Original or sourced images optimised for load speed, alt text and visual relevance, not stock photos dropped in as an afterthought.
Every new article is automatically connected to relevant existing content. No manual link audits. No orphan pages. Topical authority compounds over time.
Articles flagged for update based on citation performance and ranking drift. Refreshes are executed in the same 30-minute workflow as new production.
Why AI search traffic converts
When someone asks ChatGPT "best lead generation agency for financial services," they're not choosing from ten blue links, they're reading one answer. If your brand isn't cited, that prospect doesn't know you exist.
AI search traffic converts at up to 8x the rate of Google organic. The brands getting cited now are compounding that advantage every month. The window to build it before competitors do is closing.
Conversion rate by traffic source
Source: LLMrefs, Heeya, Enrich Labs 2026
Book a strategy call
We run your AI citation audit, show you exactly where competitors are being cited instead of you, and walk you through the content system we'd build for your category. No pitch deck. No obligation.
Or take the funnel audit first, start here
