Video
Machine-readable metadata, transcripts and chapters on every upload.
- YouTube
- Vimeo
- Dailymotion
Cyber GEO / Authored Journals and Network Distribution
Module 05 / Engineer
Authored journals and
network distribution for GEO.
Disclosed expert publications plus a five-tier distribution network, all reinforcing the same entity facts.
GEO does not stop at your domain. Models read the whole expert conversation in your field, so we build and operate it: disclosed, structured and machine-readable.
Seed and propagate
One idea, propagated.
Every campaign starts with a master seed item: a definitive piece on a topic your buyers ask AI about. From that seed we generate tailored versions engineered for each environment AI models actually ingest. One idea, propagated across owned, authored and earned surfaces, all reinforcing the same entity facts.
Disclosed by design.
AI models read the entire expert conversation in a field, not just a company's homepage. We build and operate that conversation on our clients' behalf: long-form publications, video channels with machine-readable metadata, podcast feeds, and the social presence that carries them.
Every one of these properties is disclosed advertising. It says who produced it and for whom, prominently, on the publication and on every item, in the text, in the audio, on screen, and in the structured data. We build to FTC, EU and UK disclosure standards, and to each platform's own rules where those go further.
This is a deliberate choice, not a constraint we work around. Disclosure costs a client nothing in visibility: AI systems cite well-structured, substantive, brand-published material constantly. What they discount is thin content, not honest content.
Network distribution
Five tiers.
01
Reach
Broad multi-site distribution across approximately 250 digital outlets. Baseline visibility, indexing and wide pickup at efficient cost.
02
Broadcast
More than 600 affiliate broadcast-media sites. Higher-trust publisher context and stronger editorial optics.
03
Local
More than 200 local and regional news sites, for city-by-city geographic penetration.
04
Authority
Approximately 25 curated high-domain-authority environments, for maximum authority association.
05
Flagship
Hand-selected placement in individual premier national publications, arranged per title.
Publishing platforms
Where we publish.
Audio
Episode metadata and show notes structured for retrieval.
- Apple Podcasts
- Spotify
Long-form
Authored publications carrying the seed argument in full.
- Substack
- Medium
Social
The presence that carries the authored work into the conversation.
- X
Software review platforms
The client's own vendor profile: product description, categories, feature and integration data. We do not write, solicit, incentivize or place reviews.
- G2
- TrustRadius
Dataset seeding
Facts at the source.
Entity optimization and linking, knowledge-graph construction, structured-data markup and dataset seeding, so models learn a brand's facts at the source rather than inferring them.
How it fits the cycle
Where the Engineer stage reaches an audience.
This module takes what Content Engineering produces and Audience-Aware CMS renders, and propagates it across owned, authored and earned surfaces, feeding Validate with citation and answer-share data from every surface it touches.
01 Cyber Answer Intelligence
What AI says about you across every major engine, grounded in real user journeys.
03 Content Engineering
Gaps become briefs, briefs become published assets. Human-reviewed, always.
04 Audience-Aware CMS
One set of facts, rendered for machines and for every audience segment.
06 Comment Engagement Desk
Your brand in the news conversation, disclosed and human-approved.
Get started
Build the expert conversation
in your field.
Disclosed, structured, and read by the models that answer your buyers.