Content that expires in 48 hours
Teams spend days producing one piece, then watch the platform move on. No retrieval layer. No compounding memory. No connection to a commercial thesis. LinkedIn and search see your content once then forget it.
AI Content Automation for B2B - Generative Engine Optimization - Authority Systems
We turn one founder video into a 30-day authority system.
KORTEX engineers Generative Engine Optimization systems for B2B founders. One long-form video becomes 30 days of AI-cited articles, FAQ clusters and LinkedIn assets — structured so ChatGPT, Perplexity and Gemini retrieve your brand as the authoritative answer in your category.
Free gap analysis - Takes 2 minutes - No pitch call required
What is Generative Engine Optimization?
For 20 years, SEO meant one thing: get your page ranked high in Google search results so users click through. That model is breaking. Today, when a buyer asks ChatGPT "best AI content agency for SaaS," they don't get ten blue links. They get one answer with one source attributed at the bottom.
That source is not the company with the most blog posts. It's the company whose content was engineered for retrieval, not ranking. The company that structured their thinking as answer blocks instead of generic guides. The company that built entity clarity instead of keyword density.
This is Generative Engine Optimization. GEO is not a tactic. It's a content architecture. It means being the brand ChatGPT, Perplexity and Gemini name when someone asks a question in your category.
[GEO vs SEO Comparison Visual]
GEO Changes Everything
- Old: Rank for keywords
- New: Be cited as the answer
- Old: Maximize clicks
- New: Maximize attribution
- Old: Optimize for keywords
- New: Optimize for entities
1 source
One founder video or podcast - that is all we need
30+ assets
Articles, FAQs, LinkedIn posts and email angles - one thesis
3 engines
ChatGPT, Perplexity and Gemini - your citation targets
60+ days
Citation authority compounds from day one
Trusted by B2B founders and operator-led teams
SaaS Founder 1
SaaS Founder 2
B2B Operator 1
Consultant 1
The problem with B2B content in 2026
Your content ranks.
Your competitors get cited.
When a buyer asks ChatGPT "best AI content agency for B2B SaaS" they don't get ten blue links. They get one answer with one source. That source is not the company with the most blog posts. It is the company whose content was built for retrieval, not ranking.
Invisible to AI answer engines
ChatGPT, Perplexity and Gemini do not rank by backlinks. They retrieve content that is entity-precise and answer-formatted. Generic content gets synthesized around - not cited from. Your insights disappear into the model's output with no attribution.
Insight trapped in wrong format
Founders produce high-value thinking every week in webinars, demos, podcasts. Ninety percent disappears. The best raw material already exists. It just needs infrastructure to become authority instead of noise.
Fragmented message, zero authority graph
Publishing across LinkedIn, email and blog without a shared entity structure means activity, not authority. The market sees motion. The models see noise. There is no coherent knowledge graph the systems can cite.
The KORTEX 4-layer content system
How one video becomes
30 days of authority.
Every KORTEX engagement runs the same four-stage operating model. Each layer feeds the next. The system compounds - meaning every new source input builds on the authority architecture already in place. This is not content repurposing. This is content engineering.
LAYER 01 - SIGNAL
Source Extraction and Analysis
You submit one long-form video, podcast, webinar or demo. We extract the full transcript, identify your commercial thesis, map the objections you handle and catalogue the terminology you use naturally. This is the intelligence layer that makes everything else specific instead of generic.
Input: 45-60 minute founder content
LAYER 02 - STRUCTURE
Entity Mapping and Graph Building
We build your entity graph: your category name, your problem definition, your mechanism, the alternative you reject and your proof points. This semantic architecture is what AI engines read before selecting a source. No entity graph means no citation authority.
Output: Entity relationship map
LAYER 03 - ANSWERS
GEO Asset Production and Publishing
The entity graph becomes a coordinated asset stack: one pillar article, one contrarian piece, one comparison article, one FAQ cluster - all formatted with answer-first structure, internal linking and semantic density that answer engines reward with citations.
Output: 7,500+ words of authority content
LAYER 04 - DISTRIBUTION
Automated Multi-Channel Deployment
Automation pipelines deploy 8-16 LinkedIn posts, newsletter angles and offer-aligned CTAs - all derived from the same source. Distribution becomes a system, not a task. Every channel reinforces the same thesis instead of fragmenting it.
Output: 30+ distribution assets ready to deploy
[The 4-Layer System Visual - Vertical flow from Signal through Distribution]
Visual shows how each layer feeds into the next, creating a compound authority system
What KORTEX ships every cycle
A system, not a calendar.
Most content agencies deliver outputs. Files. Deadlines. Blog posts that rank for a week then disappear. KORTEX ships a system. Every asset is connected. Every piece reinforces the same authority graph. The result compounds instead of decays.
GEO Authority Articles
Pillar pages, contrarian takes, comparison articles and FAQ clusters. Each one built to answer a specific question a buyer or AI engine generates - not to hit a keyword volume metric. Minimum 2,500 words per pillar. All internally linked and entity-optimized for retrieval.
Pillar + Contrarian + Comparison + FAQ Cluster
LinkedIn Distribution Assets
8-16 posts per source cycle. Hooks, operator takes, contrarian angles and decision frameworks - all derived from the same language. Each post routes attention into the deeper authority system. Pre-written, tested and ready to schedule at optimal cadence.
8-16 Posts + 2 Newsletter Angles + Video Scripts
Commercial Alignment Layer
Pricing page logic, solution page copy and CTA architecture - all tied to the same thesis as every content asset. The entire system speaks one language so attention converts into structured demand. Your offer page reinforces the content architecture instead of fighting it.
Messaging Framework + CTAs + Landing Page Copy
Authority Implementation
Internal linking maps, semantic adjacency documentation and entity clarity guidelines. You get the blueprint for why everything connects. You also get documentation so your team can maintain and expand the system without diluting the authority graph as you grow.
Documentation + Guidelines + Expansion Framework
Results from the system
Founders see citation velocity in weeks, not quarters.
CASE STUDY
47 citations
Within 60 days across ChatGPT, Perplexity and internal tools
"We went from invisible to the brand ChatGPT names when someone asks about our category. The authority graph makes sense now - everything connects."
Founder, B2B SaaS - SWARM Plan
CASE STUDY
3.2x
Increase in qualified inbound leads from AI-sourced discovery
"The system is self-reinforcing. One piece of content links to the next. Prospects don't just read - they walk the entire thesis before reaching the demo request."
Content Operator, Consultant - TITAN Plan
CASE STUDY
8 features
Mentioned in competitor positioning documents within 90 days
"Our competitors started citing our definitions. That means we won the category language battle. We became the reference point."
VP Marketing, SaaS - SWARM Plan
38%
Average AI citation growth in month 1
2.4x
Qualified lead velocity vs traditional content
60+
Days until market notices citation authority
Choose your authority plan
Three models. One goal: compounding authority.
Every KORTEX plan uses the same 4-layer system. The difference is scope, speed and support. Start where it makes sense for your stage. Upgrade as your authority compounds.
Ghost
For teams exploring GEO
Perfect for testing the system before full commitment
What you get
- 1 source cycle per month
- 2 authority articles from your video
- 8 LinkedIn assets ready to deploy
- Voice alignment documentation only
- Editorial QA before delivery
Best for: Solo founders, consultants and early-stage teams testing authority strategy
Most Popular
Swarm
For SaaS teams building authority
The complete system. Citation authority compounds from month one.
What you get
- Everything in Ghost plus:
- 4-article authority cluster (pillar + contrarian + comparison + FAQ)
- FAQ and comparison pages fully optimized for GEO
- 12-16 LinkedIn assets with distribution calendar
- Internal linking architecture mapping
- GEO keyword clustering and entity mapping
- Monthly strategy call with KORTEX operator
Best for: B2B SaaS founders and content operators serious about compounding authority
Titan
For teams building category dominance
Full-service authority engineering with dedicated support
What you get
- Everything in Swarm plus:
- Multi-source monthly system (2+ sources per month)
- Competitive messaging architecture framework
- Category comparison program deployment
- Dedicated KORTEX operator (weekly check-ins)
- Quarterly authority review and strategy refresh
- Citation tracking dashboard with AI engine monitoring
- Custom integrations with your existing stack
Best for: Enterprise teams and founders building defensible category authority
Ready to see the exact pricing and get started?
See Full Pricing and PlansCommon questions
What B2B founders ask before they start.
What is the difference between SEO and GEO?
SEO optimizes content to rank high in search results by targeting keywords and building backlinks. Your goal is page one of Google. GEO optimizes content to be cited by AI answer engines. Your goal is being the source ChatGPT or Perplexity names when someone asks a question in your category. SEO brings clicks. GEO brings authority and qualified referral traffic from inside AI-generated answers.
How is KORTEX different from a traditional content agency?
Traditional agencies produce outputs - blog posts, social content, newsletters. They measure success by volume. KORTEX builds infrastructure. Every asset is architecturally connected, entity-optimized and designed to compound over time. We measure success by citation authority and qualified lead velocity. The goal is not content volume. It is being the brand AI systems retrieve.
What do you need from us to get started?
One strong source: a founder video, podcast, webinar or demo recording. Minimum 20-30 minutes of real thinking on a topic you own. Not a polished marketing video - your raw intellectual material. We extract the commercial logic, structure the entity graph and produce the full asset stack from there. The better the source, the stronger the system.
How long does it take to see citation results?
The structural foundation - entity clarity, pillar articles, FAQ clusters and internal linking - is in place within the first source cycle, typically 4-6 weeks. Citation visibility inside AI engines typically begins to move within 6-8 weeks because the architecture targets retrieval logic rather than slow-building backlink graphs. Authority compounds with each additional source cycle.
Who is KORTEX built for?
B2B SaaS founders, expert consultants and operator-led teams that already produce high-value long-form content - webinars, demos, podcasts, videos - but whose thinking disappears before it compounds into authority. We serve companies that want to be cited as sources, not just get traffic. If your insight is strong but your infrastructure is weak, KORTEX fixes that.
What about my current blog posts and content?
We can audit your existing content and identify where it lacks entity clarity, answer-first formatting or internal link authority. Some pieces can be retrofitted into the GEO system. Others should be retired because they don't reinforce your category thesis. The goal is a coherent authority graph, not maximizing total page count.
Submit one video.
We map your authority gaps.
We audit your current content against the question tree AI engines generate in your category. You get a gap analysis, a recommended asset stack and a clear picture of where your authority is bleeding. No pitch. Just intelligence. Then you decide if KORTEX is the right next step.
Free gap analysis - No credit card - No pitch call required - 48-hour turnaround