Intelligence Engine Optimization™

Make your brand
visible to AI.

When buyers ask ChatGPT, Claude, Perplexity, or Gemini for recommendations, your brand needs to be the answer. IEO Framework is the complete system to make that happen.

Available Now
🧠

IEO Services

Expert-led AI visibility strategy, delivered by humans. We audit, build, and execute your complete IEO framework, across all five pillars.

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Coming Soon

Agentic Platform

Your IEO strategy, run autonomously by AI agents. CORTEX orchestrates a specialist team that audits, fixes, and monitors your AI visibility 24/7.

Meet the Agents →
Avg. AI citation increase
90Days to visibility
4+AI engines covered
5IEO Pillars
The Framework

Five pillars. One system.
Total AI visibility.

IEO Framework covers every surface where AI systems form opinions about your brand, from knowledge graphs to citation patterns to content accessibility.

01
🔷

Entity

Be a recognized entity in AI knowledge graphs and training data.

02
📝

Content

Structure content so AI systems can parse, cite, and surface it.

03
🏆

Authority

Build the signals that make AI models treat you as a trusted source.

04
🤖

AI Accessibility

Ensure AI crawlers and RAG systems can fully access your content.

05
📡

Distribution

Amplify your presence across every AI-powered discovery channel.

Start appearing in AI conversations today.

Our services team is ready. Agents are coming. Your IEO journey starts now.

IEO Services

AI visibility,
expertly delivered.

Buyers aren't searching, they're asking AI. When they ask ChatGPT, Claude, or Perplexity for the best in your category, your brand must be the answer. Our IEO services team makes that happen, pillar by pillar, result by result.

The AI Search Shift

The world is asking AI. Is your brand the answer?

When your ideal customer asks ChatGPT "what's the best [your category] for [their problem]", your brand needs to come up. Most brands don't. They've invested in Google rankings, not AI visibility. That's the gap IEO closes.

AI systems don't rank links. They recall entities, cite trusted sources, and surface brands they recognize. IEO Framework is the methodology that gets you into that set, and keeps you there.

5× More AI Citations 90 Days to Results All 4 AI Engines
Where your buyers are asking
ChatGPT
"Best [category] tool?"
Claude
"Who should I use for X?"
Perplexity
"Top [category] companies?"
Gemini
"Recommend a [solution]?"
Your IEO Score: Before Optimization
Entity
38
Content
29
Authority
22
AI Access
52
Distribution
18
→ Average brand scores 32/100. We fix that.
What We Deliver

Five pillars. Fully executed.

Every IEO engagement covers all five pillars of the framework. Here's exactly what we do, pillar by pillar.

PILLAR 01
Entity
Be known by AI

AI systems don't search, they recall. We establish your brand as a recognized, verifiable entity in the knowledge graphs and training data that power ChatGPT, Claude, Perplexity, and Gemini. Brands with strong entity signals are cited up to 4× more often in AI responses.

Create and verify your Wikidata entity record
Implement Organization, Person & Product schema markup (JSON-LD)
Build sameAs links across authoritative sources (Wikipedia, Crunchbase, LinkedIn)
Establish and verify Google Knowledge Panel
Audit and align NAP consistency across all platforms
What this means for your business

When AI recognizes your brand as a real, verified entity, you enter the shortlist it draws from before it names a single company. You stop being invisible at the exact moment a buyer asks "who's the best for this?", and start being one of the names that gets said out loud.

more AI citations
entry into the AI shortlist buyers act on
Primary Metric
Entity Recognition Score
PILLAR 02
Content
Speak AI's language

AI doesn't read content the way humans do, it extracts, chunks, and retrieves. We restructure your existing content and create new content optimized for AI retrieval. Conversational AI prefers answer-first formats that directly resolve queries without ambiguity.

Restructure key pages into answer-first, Q&A format
Implement FAQ, HowTo, and Article schema on every page
Build topic clusters with strong semantic internal linking
Optimize for featured snippets and "People Also Ask" boxes
Rewrite page intros to lead with the direct answer (AI-first framing)
What this means for your business

AI answers are only as good as the content it can extract cleanly. Answer-first, schema-rich pages get pulled directly into responses, so your words, your framing, and your product become the answer the buyer reads. You control the narrative at the point of decision.

higher citation rate
own the buyer's first impression
Primary Metric
AI Citation Rate
PILLAR 03
Authority
Earn AI trust

AI models weight sources by credibility signals, publication history, expert authorship, third-party validation, and citation frequency. We build the authority infrastructure that makes AI models treat your brand as a reliable, citable source, even when users don't search for you by name.

Publish original research and data-driven thought leadership
Earn coverage in authoritative publications (Forbes, TechCrunch, industry journals)
Build expert author profiles with verifiable credentials and bylines
Accumulate high-quality backlinks from trusted, AI-indexed domains
Target citations in academic, government, and Wikipedia sources
What this means for your business

Recognition gets you mentioned; authority gets you recommended. Third-party trust signals are what tip AI from "this brand exists" to "this is the one you should use", and that shift is exactly where high-intent, ready-to-buy pipeline comes from.

from listed → actively recommended
higher-intent inbound leads & revenue
Primary Metric
Trust Signal Index
PILLAR 04
AI Accessibility
Get indexed by intelligence

If AI crawlers can't access your content, you're invisible, regardless of how good your content is. We audit every technical layer that determines whether GPTBot, ClaudeBot, PerplexityBot, and Google's AI crawler can fully index your site.

Audit and update robots.txt: allow GPTBot, ClaudeBot, PerplexityBot
Deploy your llms.txt file: the emerging standard for AI content access
Ensure critical content is server-side rendered, not JS-only
Submit sitemaps to AI search engines and answer engines
Validate semantic HTML structure and heading hierarchy
What this means for your business

If AI crawlers can't read you, none of the other work counts. Opening full access is the fastest, lowest-cost win in IEO, it turns the content you already own into content AI can cite, often lifting your visibility within weeks, not months.

30–60days to measurable lift
unlocks 100% of your existing content
Primary Metric
AI Crawl Coverage
PILLAR 05
Distribution
Spread across AI surfaces

AI visibility isn't one channel, it's dozens. Users get answers from 5+ different AI surfaces daily. We amplify your IEO signals across every AI-powered discovery surface so you capture 3× more AI-driven visibility than brands focused on a single channel.

Optimize for Google AI Overviews (formerly SGE)
Submit to Perplexity Pages and AI answer indexes
Build ChatGPT plugin and GPT Action integrations
Optimize for voice search and smart assistant responses
Distribute content through AI-indexed aggregators and databases
What this means for your business

Buyers don't ask one AI, they ask five, across dozens of surfaces. Distributing your signals everywhere AI learns means you show up wherever the decision actually happens, compounding every other pillar and capturing demand you never even knew existed.

more AI surface coverage
capture buyers competitors never reach
Primary Metric
AI Surface Coverage
How We Work

Your IEO journey in four stages.

Every engagement follows the same proven process, starting with a deep audit and ending with measurable, compounding AI visibility.

01

Audit

We run your brand through the full IEO Scorecard, testing all four AI engines and all five pillars. We find every gap, ranking your issues by impact.

02

Strategize

We build a prioritized 90-day roadmap. Highest-impact fixes come first, quick wins that improve your score fast, followed by longer-term authority building.

03

Execute

Our team implements across all five pillars, deploying schema, restructuring content, building authority, fixing AI accessibility, and expanding distribution.

04

Measure

Monthly re-audits track your IEO Score improvement and AI citation rate. We report in plain English, what changed, what improved, and what's next.

Deliverables

What you actually get.

Every IEO engagement produces tangible, documented outputs, not just strategy decks.

📊
IEO Scorecard
A full 0–100 score across all five pillars, with weighted sub-scores for every individual check. Your baseline and your benchmark.
🔍
AI Citation Audit
We run your brand name and category keywords across ChatGPT, Claude, Perplexity, and Gemini, showing exactly where you appear (and don't).
🗺️
90-Day IEO Roadmap
A prioritized action plan, every task tagged to a pillar, sequenced by impact, with owners and timelines. No vague strategy; just what to do and when.
⚙️
Technical IEO Fixes
llms.txt deployment, robots.txt updates, schema markup implementation, and AI crawler access, all done for you, not just recommended.
✍️
Content Restructuring
We rewrite and restructure your key pages into AI-friendly, answer-first formats, with schema markup implemented and verified.
📈
Monthly Progress Reports
Re-scored IEO Scorecard each month, with AI citation trend data, what moved, what we shipped, and the plan for the next 30 days.
Who It's For

IEO services built for growth-stage brands.

If AI systems are influencing how your buyers discover and evaluate solutions, IEO is no longer optional.

B2B SaaS & Tech

Your buyers use AI to shortlist vendors

When a CMO or VP Engineering asks ChatGPT for the best tool in your category, your brand needs to be in the answer. IEO ensures it is.

Web3 & Blockchain

Fast-moving space, slow entity recognition

Most Web3 brands are invisible to AI systems, their entity records are incomplete, their content isn't structured, and AI crawlers are blocked. We fix all of it.

Marketing Agencies

Add IEO to your service stack

Your clients are asking about AI visibility. IEO Framework white-labels into your agency offering, we provide the methodology and execution, you own the client relationship.

Professional Services

Trust signals are everything

Consultants, law firms, and advisory brands live or die on trust. IEO builds the credibility signals that make AI systems recommend you when clients ask for expert help.

E-commerce & DTC

AI is replacing Google Shopping

Perplexity Shopping and ChatGPT product recommendations are already reshaping purchase decisions. IEO gets your products into these AI-driven discovery surfaces.

Healthcare & MedTech

High trust, high stakes

Patients and practitioners increasingly ask AI for recommendations. IEO builds the entity clarity and authority signals that make AI systems confidently cite your brand.

Service Packages

Choose your IEO engagement.

Every engagement starts with the full IEO Audit. Scope and execution depth scale from there.

IEO Audit
Know exactly where you stand, and the precise playbook to close the gap.
Custom
One-time engagement
  • Full IEO Scorecard across all 5 pillars
  • AI citation test: ChatGPT, Claude, Perplexity, Gemini
  • Entity presence audit (Wikidata, Knowledge Graph, schema)
  • AI crawler accessibility report (robots.txt, llms.txt, JS rendering)
  • Competitor IEO score comparison (3 competitors)
  • Prioritized 30-day quick-win action plan
  • Delivered as: written report + 60-min strategy walkthrough
Request Audit
IEO Retainer
Ongoing AI visibility management, continuously monitored, continuously improved.
Custom
Per month, min. 3 months
  • Everything in Strategy & Build
  • Monthly AI citation monitoring across all 4 engines
  • Ongoing content optimization as AI systems evolve
  • Continuous authority building: monthly PR and link placements
  • Competitive IEO tracking: alert when competitors gain ground
  • Proactive distribution expansion as new AI surfaces launch
  • Priority beta access to IEO Agentic Platform
  • Quarterly IEO strategy sessions with D K Junas
Discuss Retainer
FAQ

Common questions.

How is IEO different from SEO?+
SEO optimizes for Google's link-ranking algorithm. IEO optimizes for how AI systems recall, trust, and cite information. The mechanics are fundamentally different, AI systems don't rank links, they recall entities and retrieve trusted sources. IEO addresses knowledge graph presence, entity recognition, structured data for AI retrieval, and AI-specific accessibility signals that SEO never touches.
How long before I see results?+
Technical fixes (llms.txt, robots.txt, schema) show measurable improvement in 30–60 days. Entity and content improvements typically show in AI citation rates within 60–90 days. Authority signals compound over 3–6 months. We track and report at every stage so you see the progress in real time, not just at the end.
Will this work for my industry?+
IEO works for any brand that has buyers who use AI systems, which is most B2B categories, professional services, e-commerce, SaaS, Web3, healthcare, and beyond. If your buyers are using ChatGPT, Perplexity, or Claude to research and evaluate options, IEO is directly relevant. We've validated the methodology across B2B SaaS, Web3, professional services, and e-commerce.
Do you guarantee results?+
We guarantee measurable progress on your IEO Score, tracked monthly with full transparency. We don't guarantee specific AI citation outcomes because AI systems are non-deterministic and change frequently. What we do guarantee: a systematic, evidence-based approach, complete execution of every deliverable, and a methodology proven to move scores and citation rates.
What about the agentic platform, should I wait?+
Starting with IEO Services now is the right move. The platform is in development, but AI visibility is not something you want to delay, your competitors are already building theirs. Brands who start with services get priority access to the platform when it launches, plus their IEO foundation is already built and ready to be automated. Early-mover advantage is real in IEO.
Get Started

Request a free IEO Audit.

Tell us about your brand, we'll respond within 24 hours to schedule your audit call.

✓ Request received, we'll be in touch within 24 hours.
Agentic Platform: In Development

Build your IEO
with agents.

Imagine your entire IEO strategy, running itself. CORTEX and a team of nine specialist agents audit, fix, and monitor your AI visibility 24/7, so you don't have to.

Your IEO agentic team is on its way. We're shipping agent by agent, each one launching when it can deliver real, measurable results. In the meantime, our services team executes the same work by hand.

Start with IEO Services → Read the Framework
The Orchestrator
🧠

CORTEX

Master Orchestration Agent · The brain of the IEO agentic platform

In Development

CORTEX is the project manager, analyst, and orchestrator. It pulls your brand's current AI visibility data, scores you across all five IEO pillars, decides what needs attention first, and dispatches tasks to specialist agents. Then it reports back in plain English, "This week GATE deployed your llms.txt file, your AI Access score jumped 12 points. Next priority: Authority is your weakest pillar. SIGNAL has identified 3 PR opportunities."

IEO Scorecard
Scores your brand 0–100 across all five pillars, updated weekly as agents complete tasks.
90-Day Roadmap
Generates a prioritized action plan and dispatches tasks to the right specialist agents.
Plain-English Reports
Weekly digests that explain exactly what changed, what improved, and what's next.
Continuous Loop
Re-audits weekly, updates scores, and adjusts the plan, IEO is never a one-time fix.
Agent Coordination
Orchestrates SPECTRE, GATE, MIRROR and all future agents, one dashboard, full picture.
Competitive Intel
Tracks competitor IEO scores and surfaces gaps you can exploit before they do.
The Agent Team

Your IEO agentic team is coming.

Nine specialist agents. Each dedicated to a specific IEO pillar. Launching one by one, highest-impact agents first.

👁
SPECTRE
ENTITY AGENT
Phase 1
Establishes your brand as a recognized entity, Wikidata records, schema markup, Knowledge Graph presence, and sameAs consistency across the web.
Auto-generates Organization schema JSON-LD
Wikidata record creation & verification
sameAs link consistency audit
🚪
GATE
AI ACCESSIBILITY AGENT
Phase 1
Deploys your llms.txt file, audits robots.txt for AI crawlers, validates schema markup, and ensures every AI system can access your content.
Auto-generates & deploys llms.txt
robots.txt AI bot access audit
JS-rendering accessibility check
🪞
MIRROR
AUDIT AGENT
Phase 1
Sends real prompts to ChatGPT, Claude, Perplexity, and Gemini and checks whether your brand appears. The "aha moment" agent, shows exactly where you're invisible.
Live citation test across 4 AI engines
Weekly citation trend tracking
Competitor citation comparison
🪶
QUILL
CONTENT AGENT
Phase 2
Restructures your content so AI systems can parse, cite, and surface it. Transforms pages into answer-first, AI-readable formats that get cited in generated responses.
Answer-first page restructuring
FAQ & HowTo schema automation
Semantic topic cluster builder
📡
SIGNAL
AUTHORITY AGENT
Coming
Builds the authority signals that make AI models trust and cite your brand, PR opportunities, digital mentions, and citation-worthy content placement in AI-indexed sources.
PR opportunity identification
Authority backlink prospecting
Brand mention monitoring
💓
PULSE
MONITORING AGENT
Coming
Continuously monitors your AI visibility across all surfaces, tracking citation rate changes, flagging drops, and alerting when competitors gain ground in AI recommendations.
Real-time citation monitoring
Competitor movement alerts
Weekly digest generation
🔨
FORGE
CONTENT CREATION AGENT
Coming
Generates IEO-optimized content designed from the ground up to be cited by AI, answer-first articles, FAQ clusters, and structured data assets that AI systems love to surface.
AI-citation-first content generation
FAQ cluster automation
Structured data asset creation
🧭
VECTOR
DISTRIBUTION AGENT
Coming
Amplifies your brand presence across every AI-powered discovery channel, syndicating optimized content to surfaces where AI systems pull their training and retrieval data.
AI surface distribution automation
AI Overview optimization
Multi-channel syndication
Launch Roadmap

Agents ship when they're ready.

We're building the right way, shipping each agent only when it can deliver real, measurable results. No half-built launches.

Phase 1: In Development

CORTEX + Core IEO Agents

The foundation: the orchestration brain plus the three highest-impact specialist agents. Together they form a complete IEO loop, audit, fix entity, fix accessibility, measure citation, running weekly.

CORTEX SPECTRE GATE MIRROR
Phase 2: Content Intelligence

QUILL + SIGNAL

QUILL joins the platform to restructure your existing content for AI citation. SIGNAL begins building your authority footprint across AI-indexed sources and publications.

QUILL SIGNAL
Phase 3: Full Platform

PULSE, FORGE + VECTOR

The complete nine-agent IEO system. Full autonomy across every pillar, every AI surface monitored, content created and distributed, authority continuously built. Your IEO runs itself.

PULSE FORGE VECTOR
Founding Member Access

Don't wait for the agents.
Start your IEO today.

Our services team delivers everything the agents will automate, right now, by hand, with expert strategy. Founding clients who start with services get priority access to the platform at launch.

The IEO Framework

The methodology behind
being the answer.

Intelligence Engine Optimization (IEO) is the discipline of making your brand visible, trusted, and recommended by the AI systems people now ask instead of Google. This is the complete framework, five pillars, one system.

Definition

Intelligence Engine Optimization (IEO) is the practice of structuring your brand, content, and authority so that AI systems, ChatGPT, Claude, Perplexity, Gemini, and Copilot, recognize you as an entity, trust you as a source, and recommend you as an answer. Where SEO optimizes for a page's rank on a results list, IEO optimizes for a brand's presence inside a generated answer.

The Shift

Why the old playbook stops working.

Search is being replaced by answers. When AI resolves a query directly, there is no page of ten blue links to rank on, there's one answer, and either your brand is in it or it isn't.

🔗

SEO: Search Era

  • Optimizes for a ranking on a page of links
  • Wins on keywords, backlinks, and click-through
  • The user still chooses from a list of results
  • Success = position #1–10 for a query
  • Measured in impressions, clicks, and sessions
🧠

IEO: Intelligence Era

  • Optimizes for inclusion inside the answer itself
  • Wins on entity recognition, trust signals, and citation
  • The AI names the brand, often just one or two
  • Success = being recommended when buyers ask
  • Measured in citation rate, share of answer, and pipeline
The Five Pillars

One framework. Five layers of visibility.

Each pillar governs a different way AI decides whether to surface your brand. Weakness in any one caps the others, which is why IEO treats all five as a single system.

🔷
PILLAR 01

Entity

Be known by AI

What it is: AI systems don't "search", they recall. Before a model can recommend you, it has to know you exist as a distinct, verifiable entity. The Entity pillar establishes your brand inside the knowledge graphs, structured data, and training sources that AI draws from.

Why it matters: If AI can't confidently identify who you are and what you do, it defaults to your competitors. Strong entity signals are the prerequisite for every other pillar, you cannot be trusted or cited if you are not first recognized.

Key levers
Wikidata, schema (JSON-LD), Knowledge Panel, sameAs
Measured by
Entity Recognition Score
📝
PILLAR 02

Content

Speak AI's language

What it is: AI doesn't read a page top to bottom, it extracts, chunks, and retrieves the passages that best answer a query. The Content pillar restructures your material into answer-first, semantically clean formats that models can lift directly into a response.

Why it matters: Content written to rank on Google is often invisible to retrieval. When your content is structured for extraction, your framing and your product become the words the buyer actually reads inside the AI's answer.

Key levers
Answer-first structure, FAQ/HowTo schema, topic clusters
Measured by
AI Citation Rate
🏆
PILLAR 03

Authority

Earn AI's trust

What it is: AI models weight sources by credibility, publication history, expert authorship, third-party validation, and how often others cite you. The Authority pillar builds the real-world trust infrastructure that makes a model comfortable recommending you by name.

Why it matters: Recognition gets you mentioned; authority gets you recommended. This is the most ignored pillar and the one that most directly separates "a brand that exists" from "the brand AI tells buyers to choose."

Key levers
Original research, tier-1 PR, expert bylines, citations
Measured by
Trust Signal Index
🤖
PILLAR 04

AI Accessibility

Get indexed by intelligence

What it is: If AI crawlers can't reach your content, none of it can be cited, no matter how good it is. This pillar audits every technical layer that decides whether GPTBot, ClaudeBot, PerplexityBot, and Google's AI crawler can fully read and parse your site.

Why it matters: It's the fastest, lowest-cost win in IEO. Fixing robots.txt, deploying llms.txt, and ensuring server-side rendering turns content you already own into content AI can surface, often within weeks.

Key levers
robots.txt, llms.txt, SSR, semantic HTML, sitemaps
Measured by
AI Crawl Coverage
📡
PILLAR 05

Distribution

Spread across AI surfaces

What it is: AI visibility isn't one channel, it's dozens. Buyers get answers from Google AI Overviews, Perplexity, ChatGPT, voice assistants, and more. The Distribution pillar amplifies your IEO signals across every surface where AI learns and retrieves.

Why it matters: Each surface compounds the others. A brand present everywhere AI trains captures demand across the whole decision journey, not just the one place a competitor happens to be watching.

Key levers
AI Overviews, Perplexity Pages, GPT actions, aggregators
Measured by
AI Surface Coverage
The Scorecard

How IEO is measured.

Every brand is scored 0–100 across the five pillars. The score is your baseline, your benchmark against competitors, and the number that moves as work ships.

0–40

Invisible

AI rarely recognizes or cites the brand. Entity records are missing, crawlers may be blocked, and competitors own the answer. The typical starting point.

41–70

Emerging

The brand is recognized and occasionally cited, but inconsistently. Foundations are in place; authority and distribution are the gap between mention and recommendation.

71–100

Recommended

AI systems consistently name the brand as an answer across engines and queries. Strong entity, trusted authority, full accessibility, wide distribution, compounding over time.

See where your brand scores today.

The framework is the map. A free IEO Audit shows you exactly where you stand on all five pillars, and the fastest path to being the answer.

Insights

Field notes from the
intelligence era.

Practical thinking on Intelligence Engine Optimization, how AI systems decide what to recommend, and what brands can do about it. New pieces published as the framework evolves.

All Strategy Entity Content Authority Technical
Entity

Why AI recommends your competitor instead of you

It's rarely about product quality. When a model isn't confident about who you are, it falls back on the brands it recognizes clearly. We walk through how AI builds its picture of a company from Wikidata, schema, and consistent references across the web, and the concrete steps to become an entity AI can name without hesitation.

6 min readRead →
Content

Answer-first content: writing for extraction, not ranking

AI retrieves passages, not pages. Content that buries the answer under three paragraphs of preamble gets skipped. Here's how to restructure existing pages into the answer-first, schema-backed format that models lift directly into responses, with before-and-after examples of the same page rewritten for citation.

7 min readRead →
Technical

llms.txt, robots.txt, and the crawlers you're accidentally blocking

Many brands unknowingly block GPTBot, ClaudeBot, or PerplexityBot, making their best content invisible to AI. This is the fastest, cheapest win in IEO. A practical checklist for auditing crawler access, deploying an llms.txt file, and confirming AI systems can actually read what you publish.

5 min readRead →
Authority

The trust gap: from "mentioned" to "recommended"

Getting named once is recognition. Being the brand AI actively recommends is authority, and it's built on third-party credibility signals, not homepage claims. We cover the authority sources models weight most, why original research outperforms opinion, and how to earn citations from the domains AI already trusts.

9 min readRead →
Strategy

The 90-day IEO plan for brands starting from zero

You don't fix all five pillars at once. This is the sequencing that gets results fastest: accessibility and entity first for quick wins, then content, then the slow compounding work of authority and distribution. A week-by-week view of what to ship, in what order, and why impact beats effort.

10 min readRead →
Strategy

How to measure AI visibility when there's no rank to track

You can't manage what you can't measure, but AI visibility doesn't show up in your rank tracker. We define the metrics that actually matter in the intelligence era: citation rate, share of answer, branded search lift, and LLM-attributed traffic, and how to benchmark each one against your competitors.

7 min readRead →
More insights on the way.

We publish as the framework evolves. Want the analysis applied to your brand instead of reading about it?

Get a Free IEO Audit →
Curious how AI sees your brand? I can run a free IEO Visibility audit in 2 minutes.