The XEO product family
Your business.
Three products.
One connected intelligence.
XEO is building the intelligence layer for advertising — connecting an understanding of your business, awareness of your market and better decisions.
Explore the product family
The problem
More tools do not always mean better decisions.
Business information lives in one place. Competitor updates in another. Advertising platforms ask you to choose an audience, a message and a budget — often without the full picture.
The owner has to connect it all: what the business needs, what changed in the market and what is worth doing next. XEO’s idea is to connect that reasoning, not simply add another dashboard.
Understand the business before recommending the next move.
The idea
One business context. Three complementary roles.
Pulse, Core and Learn are being designed around a shared understanding of your business — connecting market intelligence, advertising execution and hands-on learning.
Pulse · Market intelligence
Designed to monitor competitors, pricing and market changes — and explain what matters to your business.
Core · Advertising automation
Planned to decide what campaigns to run, launch them automatically within your approved limits, and report on results.
Learn · Learning by doing
Planned to teach advertising through hands-on practice in a simulated business, using virtual budgets.
Explore each product
The family, in detail.
Each product has its own purpose and journey. Explore what we are building, who it is for and how it fits into the bigger idea.
XEO Pulse
We’re developing XEO Pulse to monitor competitors, pricing and market changes, and turn relevant updates into a concise morning brief — explaining what changed and why it matters to your business.
Explore XEO PulseXEO Core
We’re planning XEO Core to turn business goals into advertising decisions, automatically launch and manage campaigns within your approved budgets and permissions, and report on results.
Explore XEO CoreXEO Learn
We’re planning XEO Learn to teach advertising through practice: choose audiences, set budgets and test campaigns in a simulated business — then see the simulated results, without spending real ad money.
Explore XEO LearnShared memory
Your business context. Carried forward.
XEO’s shared memory is being designed to connect your business goals, market insights, advertising decisions and results — so each product can build on what came before.
Illustrative future workflow
From market change to measurable action.
A competitor introduces a new offer. Here’s how XEO’s products are intended to connect around your business.
- 01
Detect and explain
Pulse identifies the offer, links to the source and explains why it may matter to your business.
- 02
Decide and execute
Core evaluates whether an advertising response makes sense, then plans and runs campaigns within your approved budgets and permissions.
- 03
Report and remember
Core reports on campaign results. Shared memory is designed to preserve the context, actions and outcomes for future decisions.
Practice with Learn
Learn is planned to let you explore similar scenarios in a simulated business, using virtual budgets.
Product vision — this connected workflow is not yet available.
You stay in control
Your business. Your direction. Clear results.
XEO Core is being designed to plan, launch and manage advertising campaigns around your business goals — and clearly report what happened and how they performed.
Built around your goals.
Clear actions and results.
You stay in control.
What we are building first
Three connected products. Starting with Pulse.
XEO Pulse is in development — the first step in our connected product family. Core and Learn are planned for later stages. Register your interest in the Pulse pilot and help shape what comes next.
The intelligence layer
for advertising.
XEO connects business context to advertising decisions — from understanding what a business sells to strategy, campaign creation, approved execution, measurement and continuous learning.
Starting with commerce. Built for advertising across platforms.
Your business context already exists.
Just not in one place.
For an established business, the truth is distributed across commerce, payments, CRM and advertising systems. For a new business, that context still lives with the founder.
Advertising should start with the business — not with a blank campaign form.
One business context.
Continuous advertising intelligence.
XEO turns business context into strategy, approved execution and continuous learning across advertising platforms.
Evidence returns to the same business context and improves the next decision.
Your business shouldn’t have to
introduce itself twice.
Memory is what XEO remembers over time: what changed, why a decision was made, what happened after it, which information is current — and which was replaced.
The longer you use XEO, the deeper its understanding of your business becomes.
Business context · market evidence · decision history · approval history · execution history · campaign outcomes · learning · trust history
- PastBusiness context enters memory
Documents, decisions, campaigns, conversations, customer insights and outcomes become structured context.
DocumentsDecisionsCampaignsCustomer insightsMarket changesResultsConversationsBusiness context - Current stateXEO memory
The living institutional memory and current-state layer of the business — not only what was decided, but why, based on what evidence, what changed afterward and what the outcome was.
EvidenceDecisionActionOutcome - Next decisionStarts from what is true now
No re-explaining. XEO already knows how the business got here.
XEO knows which information is current and which version has been replaced. Older information remains part of company history without being treated as current truth.
“Why did we change our acquisition strategy?”
XEO reconstructs the chain: source → evidence → decision → action → outcome → current state.
Instead of asking you to search through documents, emails, meetings and old conversations, XEO reconstructs the relevant business history and shows why the company arrived at its current state.
Persistent business context compounds over time.
Pulse sees what changed outside the business. Memory knows what changed inside the business. Core uses both contexts to make the next decision. Learn explains and teaches.
Not just what happened.
What still matters.
XEO remembers how your business became what it is — and uses that history to make better decisions tomorrow.
Its accumulated context, decisions, outcomes and reasoning become increasingly difficult to replicate elsewhere.
Every outcome improves
the next decision.
XEO turns outcomes into evidence, updates its understanding of the business, and carries that understanding into the next decision.
- ACTION
What XEO did
- OUTCOME
What actually happened
- EVIDENCE
What that proves
- UPDATED UNDERSTANDING
What XEO now knows
- BETTER NEXT DECISION
Starts already informed
Make Every Business
Brilliant at Advertising.
Not just the ones with expert teams.
XEO's North Star is simple: give every business the advertising intelligence that today requires an expert team.
The market never sleeps.
Neither does XEO.
While you’re offline, XEO Pulse continuously monitors your competitors, pricing, platforms, websites and market signals. By morning, hundreds of changes become the 3–5 that actually matter to your business — with the context behind them and what you should do next.
Pulse keeps external evidence current— what changed since the last decision?
You don’t wake up to more data. You wake up knowing what changed.
Connect the competitors, platforms and sources that matter to your business.
- What is happening?Monitor
- What changed?Detect
- Why does it matter?Understand
- How important is it?Prioritize
- Deliver
By morning, only the signals that matter reach you — with context and next steps.
Overnight, a competitor cuts pricing on a key product by 15%.
It threatens one of your highest-value categories.
Review pricing and messaging before increasing spend today.
XEO Learn is the education and simulation product.
Learn advertising
before spending a dollar.
A simulated business. Virtual ad money. Real decisions. AI guidance.
XEO Learn gives kids and students a safe environment to learn modern advertising by actually doing it — building campaigns, managing virtual budgets, seeing simulated results, and learning from every decision with AI.
For Students · Teens · Schools · Colleges · Young Entrepreneurs
Built for the next generation
What you practice
Audience · Creative · Budget · Measurement · Campaign Strategy
01
CHOOSE A BUSINESS
Start with a simulated company
02
GET VIRTUAL MONEY
Practice without real-world risk
03
BUILD A CAMPAIGN
Audience · Creative · Strategy
04
RUN THE SIMULATION
See your decisions in action
05
UNDERSTAND RESULTS
Learn what worked — and why
06
TRY AGAIN
Get better with every decision
↵ Iterate to build a campaign
Your AI teacher through every decision.
One intelligence. Three products.
One shared memory.
XEO Core decides and executes. XEO Pulse monitors and detects. XEO Learn teaches and simulates. XEO Memory is the shared business context and history underneath them — not a separate product to buy.
XEO Memory — shared layer underneath
Memory is the shared intelligence layer under the product family — not a fourth commercial product.
One business. One memory. One intelligence.
Every signal, decision and lesson strengthens the same understanding.
Know what to do.
Know why.
Stay in control.
XEO turns business context, market change and campaign evidence into clear advertising decisions — then helps you act within the boundaries you approve.
Less dashboard. More decision.
What you already have
BUSINESSAUDIENCEBUDGETCAMPAIGNSCREATIVEPERFORMANCECOMPETITORSMARKETPLATFORMS- UNDERSTAND
- PRIORITIZE
- DECIDE
RECOMMENDATION
Shift 15% of acquisition budget toward the stronger-performing audience.
WHY
Conversion efficiency is stronger and market conditions have not materially changed.
BOUNDARY
Within your approved budget and campaign limits.
- APPROVEYou stay in control
- EXECUTE
- MEASURE
From information to Decision, to Action, to Evidence.
XEO turns the complexity of advertising into a decision your business can understand, approve and learn from.
Built for businesses that need advertising intelligence — not another advertising team.
XEO is designed to grow with the business — from a founder trying to make the right advertising decision to a team managing increasingly complex campaigns.
Stage 01
SOLO FOUNDER / CREATOR
“What should I do?”
- Limited time
- Limited advertising expertise
- Fragmented platform data
- Small initial budget
UNDERSTANDRECOMMENDEXPLAINMake a better decision without becoming an advertising expert.
Stage 02
SMALL BUSINESS
“What is working — and what should change?”
- Multiple campaigns
- Growing spend
- More customer data
- More decisions
MONITORPRIORITIZEOPTIMIZETurn increasing advertising complexity into clear priorities.
Stage 03
GROWING COMPANY
“How do we scale without losing control?”
- Higher spend
- Multiple channels
- More campaigns
- More stakeholders
COORDINATECONTROLLEARNScale advertising decisions while preserving visibility and control.
The same XEO Intelligence
XEO grows with the business.
The interface, decisions and level of control can evolve. The business understanding does not start over.
Understand → Decide → Execute → Learn → Scale
Start with recommendations. Earn your way to autonomy.
XEO begins by explaining what it would do. As trust grows, the user can allow more execution — always inside explicit limits, permissions and policy boundaries.
EVIDENCE → RELIABILITY → TRUST → MORE AUTONOMY
Stage 01
ADVISOR
XEO recommends.
You decide what happens.
Execution flow
UNDERSTAND RECOMMEND EXPLAIN
HUMAN APPROVAL REQUIREDStage 02
COPILOT
XEO prepares the action.
You review before execution.
Execution flow
RECOMMEND PREPARE APPROVE EXECUTE
EXPLICIT APPROVALStage 03
PARTNER
XEO optimizes inside approved limits.
You define the boundary.
Execution flow
POLICY LIMIT EXECUTE MONITOR
- Budget adjustments inside approved range
- Campaign optimization
- Pausing clearly underperforming actions
- Reallocating within permitted limits
Stage 04
OPERATOR
Broader execution inside policy.
Autonomy expands only after evidence and trust.
Execution flow
GOALS + POLICIES + BUDGET LIMITS + TRUST HISTORY CONTROLLED EXECUTION
Control layer — persistent across every stage
More autonomy does not mean less control
More autonomy. Same boundaries.
XEO earns execution authority through evidence, not assumption.
Recommend → Approve → Execute → Monitor → Earn trust → Expand autonomy
Our incentives should move with yours.
XEO Core is designed around a spend-linked commission model — aligning the platform with the advertising activity it helps businesses understand, manage and improve.
The core economic system — two reinforcing loops
Where the money goes — the accounting distinction
Intended structure
Higher verified advertising spend → lower commission rate
Potentially higher absolute XEO revenue while reducing the percentage burden on larger customers.
Approx. 5% starting spend-linked commission.
Working pricing hypothesis — not final launched pricing
Loop 01 · Intelligence
Business
Advertising budget
XEO intelligence
Better decisions
Controlled execution
Campaign outcomes
New evidence
Next decision
Evidence returns into the next decision.
Loop 02 · Economics
Customer ad spend
Advertising activity
Ad platforms
Funds pass through — not XEO revenue.
Applicable commission
The only XEO Core revenue.
XEO revenue
Customer advertising budget is not XEO revenue. Advertising funds go toward advertising platforms and campaign execution.
Better decisions
Better use of advertising budget
More confidence
Potentially more advertising activity
More data / evidence
Better XEO intelligence
The same business — compounding over time.
Three products. One intelligence system.
XEO CORE
Spend-linked commission
XEO PULSE
Recurring subscription
XEO LEARN
Recurring subscription
Revenue per business
Different products. Shared intelligence architecture.
When the business gets stronger, the relationship gets stronger.
XEO is designed to compound intelligence, trust and economic value around the same business over time.
Better decisions → Better outcomes → More evidence → Deeper business understanding → Better next decision
Every decision deepens XEO’s understanding of the business.
Business context, market evidence, decisions, approvals and outcomes accumulate across real usage.
The compounding intelligence loop
Your business
Business context
Market evidence
Decision
Approval
Action
Outcome
Learning
Persistent business memory
What XEO learns does not disappear after the session — the next decision starts with more information than the previous one.
What compounds
Business context · Market evidence · Decision history · Approval history · Campaign outcomes · Learning
Eight dimensions of one persistent business memory.
What compounds is the understanding.
XEO does not start from zero every time.
What accumulates
BUSINESS CONTEXT
MARKET EVIDENCE
DECISION HISTORY
APPROVAL HISTORY
EXECUTION HISTORY
CAMPAIGN OUTCOMES
LEARNING
TRUST HISTORY
Eight dimensions of one persistent business memory
The model is not the moat. The memory can become one.
As real usage accumulates, XEO can build a business-specific intelligence layer composed of context, decisions, outcomes, market evidence and trust history.
The layered system
Model layer
Increasingly accessible, interchangeable capability — reasoning, generation, classification, summarization.
XEO business intelligence
Accumulated across real usage — one layer, not eight features.
BUSINESS CONTEXT
What the business sells, who it serves, economics, goals, constraints.
MARKET EVIDENCE
Competitors, pricing, platforms, policies and external change.
DECISION HISTORY
What XEO recommended — and why.
APPROVAL HISTORY
What the user accepted, rejected or constrained.
EXECUTION HISTORY
What actions were actually taken.
CAMPAIGN OUTCOMES
What happened after execution.
LEARNING
What those outcomes taught the system and the user.
TRUST HISTORY
How much authority the user has chosen to give XEO over time.
Next decision
Starts with everything above it.
A new tool
New tool
Starts with a model.
Model
No history
No business history · No decision history · No outcome history · No approval history · No trust history.
MODEL ACCESS
≠
BUSINESS UNDERSTANDING
The defensible layer is the context accumulated before the next decision begins.
Anyone can start with a model.
They cannot start with your history.
Start focused.
Expand through intelligence.
XEO begins with a focused decision-and-execution loop, then expands across platforms, signals and workflows without rebuilding the business understanding underneath.
- XEO Intelligence
Business Memory + Decision System. One persistent understanding of the business.
- More Business ContextProductsCustomersEconomicsRevenueOutcomes
- More Market Signals
The XEO Pulse expansion surface.
CompetitorsPricingPlatform changesPoliciesOpportunities - More Platforms
The same intelligence informs decisions on each validated channel.
XMetaGoogleLinkedIn - More Decisions
Future decision capability — designed to expand.
BudgetAudienceCreativeCampaign mixPause / scale - Broader Execution
Recommend → Prepare → Approve → Execute → Optimize. Always inside approved policy boundaries.
- Deeper Learning
XEO Learn grows with the system's accumulated experience.
LessonsReal applicationOutcome reviewSkill development - Same intelligence core
Expansion never rebuilds the business understanding underneath.
Expansion logic — not a roadmap
- FOCUSED WEDGE
- MULTI-PLATFORM
- MULTI-PRODUCT
- CONTROLLED AUTONOMY
- ADVERTISING INTELLIGENCE LAYER
The system gets broader.
The understanding gets deeper.
Every new platform, signal and workflow extends the same persistent understanding of the business.
Your business changes.
XEO should remember why.
The North Star is a system that carries forward the business context, market evidence, decisions, approvals and outcomes needed to make the next advertising decision better — and what happened next.
XEO should know enough to make the next decision better before you ask.
ONE BUSINESS.ONE MEMORY.ONE INTELLIGENCE.
The goal is not maximum automation. The goal is better decisions with the right level of autonomy.
Permissions · Budget limits · Approval rules · Policy boundaries · Auditability · Reconciliation · Human control
- Fragmented tools
- Fragmented context
- Manual decisions
- Lost history
- Persistent context
- Continuous evidence
- Explainable decisions
- Controlled action
- Compounding learning
XEO becomes the intelligence layer between the business and the advertising ecosystem.
- YOUR BUSINESS
- BUSINESS CONTEXT
- XEO PULSEMARKET EVIDENCE
- XEODECISION INTELLIGENCE
- APPROVAL + POLICY
- CONTROLLED EXECUTION
- OUTCOMES
- LEARNING LOOPLEARNING
- PERSISTENT XEO INTELLIGENCE
Context, evidence, decisions, approvals, execution, outcomes, learning and trust — one continuous intelligence state.
- NEXT DECISION
Starts with everything the system has already learned.
The next decision should start with everything the system has already learned.
The next decision should know what happened before.
One business.
One memory.
One intelligence.
XEO is being built as the persistent intelligence layer between a business and the advertising ecosystem.
Not just more AI.
More context before the next decision.