A deep look at our AI-hybrid workflow — the research, drafting, editorial review, and optimization that turns topics into citations across Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini.
From the first discovery call to published performance reports — here's exactly what happens to every piece of content we ship.
We learn your business, audience, ICP, and brand voice on a 30-minute kickoff call. You leave with a content calendar draft and a clear view of where AI answer engines can move the needle for you.
We map the queries your audience is asking — in Google, ChatGPT, Perplexity, and conversational AI tools — and identify the entities, topic clusters, and citation opportunities your competitors are missing.
A monthly editorial calendar aligned to your traffic and conversion goals. Every post targets a specific query intent and fits a broader topical authority play.
Our proprietary pipeline selects the best-fit AI model for your topic — Claude for nuance, GPT-4 for breadth, Gemini for grounding — and generates a structured first draft with AEO scaffolding built in.
Every draft is reviewed by an experienced content editor who refines voice, fact-checks claims, rewrites AI tells, and aligns the post with your brand. This is where we earn the "hybrid" in AI-hybrid.
Citation-ready answer paragraphs, entity-aware section headers, conversational query targeting, and the structural patterns AI models actually pull from when answering questions.
JSON-LD schema (Article, FAQ, HowTo), internal linking, Open Graph tags, alt text, and meta descriptions — the structured signals that tell answer engines your content is the answer.
We ship the post to your CMS, then track how it performs across traditional search and AI answer engines. Monthly performance briefs show what's working and where to double down.
Traditional keyword research tells you what people type into Google. It doesn't tell you what they ask ChatGPT. Our research phase maps both — turning conversational queries, entity relationships, and AI Overview gaps into a content plan AI engines can't ignore.
Primary entity: Customer relationship management software
Related entities: Sales pipeline, contact management, lead scoring, email automation
AI Overview coverage: 62% of target queries
No single AI model is best for everything. Claude writes with nuance, GPT-4 covers breadth, Gemini grounds in fresh data. Our pipeline picks the best-fit model for each topic and generates a structured draft with AEO scaffolding already in place.
Claude — nuance
GPT-4 — breadth
Gemini — grounding
Perplexity — sourcesFor this topic: Claude Sonnet (tone + structure), Perplexity (source grounding), GPT-4 (section breadth). Routed automatically.
Every draft is reviewed by an experienced content editor who refines voice, fact-checks claims, rewrites AI tells, and aligns the post with your brand. This is where the "hybrid" in AI-hybrid earns its name — and where most AI content shops stop caring.
24 AI tells flagged and rewritten. 3 factual claims verified against primary sources. Brand voice score: 94/100.
A great article that isn't marked up for answer engines is a missed opportunity. Every post gets full technical SEO and AEO treatment — schema, structured data, internal links, and the metadata AI models read first when deciding whose content to quote.
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [{
"@type": "Question",
"name": "What is AEO?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Answer Engine
Optimization — structuring
content so AI models cite
it when answering queries."
}
}]
}
Each piece ships with the full stack of deliverables — not just words on a page.
1,500–2,500 words, structured for AEO, written by AI, edited by a human, ready to publish.
Article, FAQ, HowTo, and custom schema applied to every post — the technical signal AI models read first.
Pre-formatted Q&A sections targeting the exact conversational queries your customers ask AI tools.
Topic cluster linking and entity-based internal links that build topical authority across your whole site.
Your first-month research artifact — the full map of queries, entities, and clusters powering your content plan.
Traffic, rankings, AI Overview appearances, and citation tracking — what worked, what's next.
Can't find what you're looking for? Hit us up — first month's free, so we're happy to answer before you commit to anything.
Your first month is on us. No credit card. No contract. Just content that performs across every search engine — human and AI.
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