01 · The OS

Inside the system that runs your brand.

One shared brand memory. A loop that never resets. Four pieces below. Each does one thing for your catalogue, then writes back what it learned.

02 · The Architecture

The system at a glance.

Four kernel agents observe. The brand memory remembers. Five apps ship. Every loop writes back to memory so the next loop’s work is smarter than the last.

shopthru-os· runningCleo · CoS4 kernel · 1 memory · 5 apps · 47,219 facts · ↻ loop closed
Kernel · always on
What the OS keeps running, no matter what.
VeraVisibility ScoutK1
on
sampling 2,310 / 6,000
CyrusCompetitive AnalystK2
on
▸gap closed · rei.com
SolSimulation ScientistK3
on
4,217 variants · 60s
AveryAuthority AgentK4
on
◆wsj.com · auth 94
Brand Memory · shared
Where tactics compound into a coherent brand strategy.
Brand Memory · Shared
Where tactics compound into strategy
47,219
facts indexed
last writecitation_lift +1 · wsj.com
Apps · what brands pay for
Where memory turns into outcomes: citations, bookings, transactions.
SashaGEO Specialist
A1 · Rank in AI Search
Live
SloaneSales Agent
A2 · Local Store Visibility
Live
CalebCatalog Optimizer
A3 · Catalogue Correctness
Live
AsaAds Analyst
A4 · ChatGPT Ads
Beta
PaxProduct Specialist
A5 · ACP / UCP
Q4

The loop closes. Apps write outcomes back into shared memory. Sims sharpen, audits widen, competitive instincts deepen. Tactics turn into strategy.

Apps · what brands pay for
  • Rank in AI SearchLive
  • Local Store VisibilityLive
  • Catalogue CorrectnessLive
  • ChatGPT AdsBeta
  • ACP / UCPQ4
Brand memory · shared
47,219
facts indexed
+ attribution lifts
Kernel · 4 always on
Continuous
Audit
Grid-wide
Competitive
Causal
Simulation
Authority
Citation

The loop closes. Apps write outcomes back. Sims sharpen, audits widen. Tactics turn into strategy.

03 · The Kernel

Four always-on observers. No human shift.

The kernel agents don’t ship to your customers. They observe, measure, predict, and map, producing the signal everything else runs on. They never sleep.

Four always-on observers · auto-cycles, click to pin
VeraVisibility Scout· KERNEL · K1

“I probe every AI provider, ChatGPT, Perplexity, Gemini, Copilot, Claude, and the rest, for the prompts your buyers actually run. I catch citation drift the moment it starts.”

BRAND MENTION RATE42%12% AVG · 30% LEADERS · Profound 2025
ChatGPT
Rufus
Claude
Apple
Perplexity
Gemini
Meta AI
Copilot
Grok
YOUR BRAND
provider sweep · weekly
prompts probed 2,310 / 6,000
▸latest finding
chatgpt · cited on "best running shoes" · 1m ago
VeraVisibility Scout
KERNEL · K1

“I probe every AI provider for the prompts your buyers actually run.”

PROMPTS PROBED · WEEKLY2,310 / 6,000
04 · The Brand Memory

Where tactics compound into strategy.

Every fact the kernel finds lands here. Every app reads from here on its next move. Without this layer, the agents are just agents. With it, your brand has a durable, queryable, growing memory. That’s what makes the OS an OS.

Brand memory · shared
Growing every loop · compounds across cycles
47,219
facts indexed · live
Tactics compound into strategy · auto-cycles, click to pin
Tactic
Cora ships FAQ schema
On 8 high-intent PDPs · automated
Memory learned
Pattern indexed
PDPs with FAQ schema cite 3.1× more on ChatGPT for transactional queries
cite_lift · +210%
Strategy
Catalogue default
Every new PDP ships with FAQ schema by default
05 · The Apps

Five specialists. Five outcomes brands pay for.

The kernel produces signal. The apps ship the work that turns signal into revenue. Each app is led by a named specialist and writes its outcomes back into shared memory on every cycle.

Five shipping apps · auto-cycles, click to pin
SashaGEO Specialist· Rank in AI Search · A1Live

“I get your brand cited in ChatGPT, Perplexity, Gemini for the prompts your buyers actually run.”

AI VISIBILITY SCORE28%TOP-3 SITES HOLD 60%+ CITATION SHARE · Profound 2025
ChatGPTPerplexityGeminiCopilot
“best running shoes 2026”✓✓◐✗
“waterproof rain jacket”◐✓✗◐
“yoga mat for beginners”✓✓✓◐
“climbing harness”✗◐◐✗
“wireless earbuds under $100”✓◐✓✓
▸ citations served today · 847✓ cited◐ partial✗ not cited
“running shoes”✓✓◐✗
“yoga mat”◐✓✓◐
“climbing”✓✓✓◐
SashaGEO Specialist
APP · A1 · Rank in AI Search
Live

“I get your brand cited in ChatGPT, Perplexity, Gemini for the prompts your buyers actually run.”

CITATIONS TODAY880
06 · The Loop

Look. Fix. Test. Ship. Prove. Learn. Cleo runs it.

The kernel produces signal, the apps ship the work, the memory remembers. But none of it compounds without a conductor, and a few more specialists who keep the cycle honest.

gaps surfaceactions stagedlift confirmedlive signalspatterns learnedtactics → actions

Where AI sees (or misses) you

ProductsCategoryBrandCompetitorsLocal StoresSponsored
Visibility Scout
Content OptimizerGEO SpecialistCatalog OptimizerAuthority AgentReview Agent
Simulation Scientist
Sales AgentProduct Specialist
Ads AnalystCompetitive Analyst
Tactics Researcher
WeeklyFull Audit
DailyTactics
Reddit · InstagramExpert Sources
KERNELCleoTessCoraRae
Five specialists keep the loop honest
CleoChief of Staffqueues the work and decides what ships
TessTactics Researcherfinds tactics that worked elsewhere
CoraContent Optimizerdrafts every fix in your brand voice
SolSimulation Scientistpredicts the lift before anything ships
RaeReview Agentgates ship with 5 personas, 4 providers
The moat

The longer the loop runs, the harder you are to displace.

Every cycle writes back to your brand memory. Competitors restart from zero; you compound. Book a 30-minute Loop walkthrough. We’ll run the first measurement live.