Experience from
- Trove
- Jagua AI
Commerce AI for the Agentic Era
Architecture, systems thinking, and technical leadership for teams preparing for agent-assisted commerce.
🔍 Try our free AI Website Audit
Architecture-led practice for commerce AI readiness
AEO, GEO and SEO, done by people with AI
Our specialist team uses AI agents to track where AI engines name or cite you, then fixes what holds you back. Three plans, all starting with a call.
How it works
Three steps. You only commit after you've seen the plan.
Call
Book a free 30-minute call with Aleksey. Tell us what you're trying to do: roll out AI assistants to your team, set up agent workflows, automate busy work, connect your systems, or get found in AI search.
Plan
We work out what's worth doing first, and agree on the scope and price with you. If you'd like to stop here, that's fine.
Build
We build it with your team, test it, and roll it out so people actually use it.
Domain familiarity
Ecosystems We Know
How Commerce Is Changing
The next wave of commerce won't be won by better ads or prettier storefronts. It'll be won by platforms that are legible to AI agents — and trustworthy to the humans behind them.
Customers browse and compareAI agents research, filter, and purchase on behalf of usersSEO drives discovery through keywordsStructured data and trust signals drive agent-assisted discoveryConversion depends on UX and funnelsConversion depends on machine-readable policies, pricing, and availabilityBrand trust is built through designBrand trust is built through data integrity and verifiable claims
This is the shift CTO.LA was built for — designing commerce architecture that works for both humans and the agents acting on their behalf. Princeton GEO research (KDD 2024) shows structured data increases AI citation probability by 40%.
Agentic Commerce →Commerce AI Architecture →Storefront Readiness →Agentic Readiness
AI agents are already shopping on behalf of consumers. The question isn't whether your platform will be evaluated by machines — it's whether it's ready to pass.
Core Pillars of Readiness
Machine-Readable Catalog
AI agents can't browse like humans — they parse data. Readiness requires highly structured product data (JSON-LD, schema.org) with consistent SKUs and attributes.
Free AI Audit →Agent-Ready APIs
REST or GraphQL APIs that expose real-time inventory, pricing, and fulfillment logic — allowing agents to verify stock and calculate costs without human input.
Transactability & Payments
Support for delegated authentication where users authorize agents to transact on their behalf, using emerging standards like Google's AP2, Mastercard Agent Pay, or Stripe's Agentic Commerce Suite.
Visibility & Telemetry
Traditional analytics miss zero-click AI traffic. Ready organizations identify agent traffic from ChatGPT-User or Claude-Web and assess intent with specialized tooling.
Governance & Security
Guardrails that define which actions agents can take — browsing vs. checkout — while protecting against prompt injection and unauthorized tokenized purchases.
The Readiness Checklist
Audit Data Foundations
Ensure product taxonomy is clean and real-time inventory is synced.
Optimize for Latency
Agents favor the fastest, most reliable endpoints. Responses should be measured in milliseconds.
Adopt Protocols
Integrate with emerging frameworks like the Agentic Commerce Protocol (ACP) or Universal Cart Protocol (UCP) for cross-platform interoperability.
Cross-Functional Alignment
Align security, marketing, and legal teams to manage the shift from human-first to agent-preferred experiences.
CTO.LA helps commerce teams close the gap — designing architecture that's legible to agents and trustworthy to humans.
2026 Readiness Guide →Universal Commerce Protocol →Agentic Commerce Overview →
Free Tool
How Visible Is Your Website to AI?
See how ChatGPT, Gemini, and Perplexity discover, parse, and cite your website — scored across 7 research-backed dimensions.
- Princeton GEO methodology
- 7 AI visibility dimensions
- Instant results
Interactive Demos
AI Experience Lab
Explore how AI transforms commerce experiences — from virtual try-ons to interior visualization.
Virtual Try-On
See how clothing looks on you with AI. Upload your photo, try on products instantly.
Try it →Gallerist AI
Visualize any painting on your wall. Pick artwork, upload your room, see the magic.
Try it →Wall Art Visualizer
Preview decorative wall panels in your room with photorealistic AI rendering.
Try it →SKU & Condition ID
AI-powered SKU identification and condition grading for recommerce. Upload product photos, get an instant resale-ready report.
Try it →AI Website Audit
Score your site's visibility to ChatGPT, Gemini & Perplexity. Princeton GEO methodology, instant results.
Try it →Have an AI idea?
Tell us about the AI experience you'd like us to build — from virtual try-ons to product visualization and beyond.
What We Work On
Capabilities in commerce AI, agentic systems, and architecture advisory.
Commerce AI Architecture
Designing systems that make product data, pricing, inventory, and policies clear and trustworthy for both human buyers and AI-assisted shopping journeys.
Agentic Storefront Readiness
Preparing commerce stacks for emerging agent-assisted discovery and purchasing models without compromising human-first experiences.
AI System Design & Orchestration
Production-grade AI systems that connect data, intent, and operations responsibly.
Technical Leadership & Architecture Advisory
Senior-level guidance on system design, platform transitions, and long-term technical direction.
Fractional CTO Services →Scaling Engineering Teams →Signs You Need a CTO →
About CTO.LA
CTO.LA operates as a research- and architecture-led practice. Commercial engagements are selective and advisory in nature.
According to Gartner, traditional search volume will drop 25% by 2026. Pinterest's generative search achieved a 9.2× increase in AI-driven traffic through structured data optimization.
Architecture-Led Practice
CTO.LA was founded in 2025.
Team-Based & Collaborative
A senior, multi-disciplinary team with deep roots in systems architecture, commerce AI, and cloud engineering. Work is selective and advisory.
Commerce AI Focus
Designing systems where product data, pricing, and policies are clear and trustworthy for both human buyers and AI-assisted shopping journeys.
Forward-Looking Systems Thinking
Preparing commerce platforms for agent-assisted discovery and purchasing models—without compromising human-first experiences.
Team
No revolving doors — just long-term relationships with some of the sharpest minds in the industry.
Based in Los Angeles
Aleksey replies personally by email.
Aleksey
Senior technology lead
Natalia
Product & Project Management
Steven
Client Success & Business Development
Pro Bono & Conservation
Beyond commerce, CTO.LA dedicates capacity to pro bono technical work for NGOs in conservation and regenerative systems — from architecture and development to AI deployments. This isn't a side project; it's a core part of why we do this work, intentionally separate from our commercial practice.
Organizations supported include Savimbo and Earthwin.
Connect
CTO.LA shares research and perspective on commerce AI, agentic systems, and architecture through these channels.
Common questions
How much does it cost?
We don't list prices, because every project is different. On a free 30-minute call, we learn what you're trying to do and talk through the scope and pricing with you. Nothing starts until you've agreed to both.
How long does an engagement last?
It depends on the work. Some engagements are a single project, like rolling out AI assistants to a team or connecting two systems. Others are ongoing fractional CTO support. We agree on the length with you before we start, based on what you need.
Will you sign an NDA?
You don't need to share anything confidential on the first call. If your project needs an NDA, tell us and we'll put one in place before you share confidential details.
Do you work with teams outside Los Angeles?
Yes. We're based in Los Angeles and work with remote teams in other time zones. When you book a call, the times are shown in your own time zone.
Book a free 30-minute call with Aleksey
Request a time — we’ll confirm by email
Or email ak@cto.la