Nexus™ > Content Engine
Nexus™ Content Engine: Entity-Rich Content for AI Retrieval & LLM Citations
We turn proprietary research into entity-rich articles and reports, packaged as answer shapes (TL;DR blocks, FAQs, tables, checklists) so LLMs can lift you verbatim. Zero fluff. Just net-new assets engineered for AI retrieval and zero-click discovery.
Trusted by founders, loved by marketers
Retrieval-Ready Beats Keyword-Ready
Google indexes; models extract. We engineer content for extraction with clear entities, answer-shape packaging, and lift testing, so your brand appears inside answers, even when there’s no click.
Flagship Assets & Articles
We turn research into publication-grade pieces that span reports, definitive guides, comparisons, and briefs—all centered on clear entities and scoped claims.
Answer-Shape Packaging
Every asset ships with extractable units: an ≤80-word TL;DR, 3–5 Q&A blocks, a comparison table or matrix, and a checklist or step-by-step. These shapes lift cleanly into AI answers.
PDF Surface
A downloadable PDF for each flagship asset with stable filename/URL, bookmarks, and citations—expanding your lift surface and anchoring citations.
Claims Registry
We by Since models favor verifiable, well-attributed statements, we increase selection probability by creating a precise list of claims with linked evidence and stable references.
Scroll-Stopping Content (for Machines)
We run a tight pipeline from topic mapping to lift testing so every asset ships extractable, verifiable, and ready to be cited.
🧭 Opportunity Mapping
We analyze entities, intents, and competing answers to pick topics where your brand can earn citations.
🏃 Evidence Sprints
We gather defensible proof through quick research or synthesis and log every claim with a linked source.
🚚 Lift test, package, and ship
We test prompts across major models, add a bookmarked PDF surface, publish with crosslinks, and iterate based on lift..
📝 Drafting and Editorial QA
We produce the asset to spec, verify claims, clarify entities, and ensure the writing lifts cleanly into AI answers.
🟢 Answer-Shape Spec
We define the TL;DR, Q&A set, comparison criteria, checklist, and canonical IDs before writing begins.
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Content Engine FAQs
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A service that turns proprietary research into entity-rich articles and reports, packaged as answer shapes for LLM lift.
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Google indexes; models extract. We engineer clear entities, answer-shape packaging, and lift testing so answers include your brand.
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An ≤80-word TL;DR, 3–5 Q&A blocks, a comparison table or matrix, and a checklist or step-by-step.
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A stable, bookmarked PDF with citations expands your lift surface and anchors model citations.
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Publication-grade reports, definitive guides, comparisons, and briefs; plus formats like blog posts, whitepapers, how-tos, and case studies.
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Pipeline: opportunity mapping → evidence sprints → answer-shape spec → drafting/editorial QA → lift test, package, and ship.
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Nexus builds net-new assets tailored to your brand; Zero-Click optimizes and repurposes existing assets for AI citation.
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Proprietary
Research
Original, first-party research that produces defensible data, so models cite you as the source of record.
We start with opportunity mapping to target topics where first-party data can win citations. Then, we design the method, build instruments, and run evidence sprints to collect the original data that LLMs crave.