Agent Experience

Most organizations are building for humans
while ignoring agents.

Agent Experience (AX) is the practice of designing, measuring, and optimizing how AI agents interact with your digital presence. How they navigate your brand touchpoints. How they fail and recover. How they represent you to humans. Optagen defined this discipline and maintains AXD.ax: the open standard for Agent Experience Design.

Start an AX Engagement →
$15T
in B2B transactions will be agent-intermediated by 2028. The organizations that design for agents now will own the channels that matter. The rest will be invisible to the systems making buying decisions.

A 0-100 score across five dimensions of agent experience

Think of it as Google Lighthouse for agent interactions. We deploy 5 AI agents against your digital properties and score your performance across every dimension that determines whether agents can find, use, and represent your organization.

D
Discoverability
Can agents find you? Structured data, llms.txt, schema markup, entity clarity across knowledge graphs.
See full rubric
N
Navigability
Can agents traverse your digital presence? API documentation, content architecture, cross-reference quality.
See full rubric
O
Operability
Can agents complete tasks? Machine-readable pricing, programmatic purchasing paths, structured product data.
See full rubric
R
Recoverability
Can agents handle errors? Graceful degradation, fallback paths, clear error messages, retry-friendly architecture.
See full rubric
T
Transparency
Can agents understand and explain you? Factual claims, verifiable credentials, citation-ready content.
See full rubric

Industry benchmarks across 100+ scored organizations

OPEN STANDARD

The AX scoring framework is open and free to use

Optagen maintains AXD.ax: the open reference standard for Agent Experience Design. The five dimensions, scoring rubrics, principles, and anti-patterns are publicly documented, peer-reviewed, and free to implement. Optagen provides the professional services layer on top.

axd.ax The open Agent Experience Design standard
12AX Principles
5Scoring Dimensions
100Point Scale

From assessment to ongoing optimization

Each engagement builds on the last. Start with an audit to understand where you stand, design the architecture that fixes it, implement across your digital presence, then optimize as models evolve.

AX-01 · Assessment
AX Audit
A comprehensive assessment of your organization's agent-readiness. We deploy 5 AI agents against your digital properties and score your performance across 5 dimensions. You receive the AX Score, dimension breakdowns, competitive benchmarks, and a prioritized remediation roadmap.
$15K - $45K
4-6 weeks
AX-02 · Architecture
AX Design
We build your Agent Design System: the architecture, standards, and patterns that define how agents interact with your platform. Covers structured data strategy, API design for agent consumption, content architecture for machine readability, and error handling specifications for graceful agent recovery.
$50K - $150K
8-16 weeks
AX-03 · Build
AX Implementation
We implement the designed architecture. APIs restructured for agent consumption. Content made machine-readable. Error handling built for graceful agent recovery. Structured data deployed across every touchpoint. Your digital presence becomes agent-first without losing its human experience.
$100K - $500K
12-24 weeks
AX-04 · Retainer
AX Optimization
Ongoing monthly monitoring, testing, and refinement as AI models evolve and your platform changes. Includes continuous AX Score tracking, model update impact assessment, quarterly red team exercises, and proactive architecture adjustments.
$10K - $30K/mo
Ongoing retainer

Monitor. Design. Build.

The only platform that monitors, designs, and builds for the agent economy. Three tracks, one outcome: your organization works for agents as well as it works for humans.

1
Signal Track
Identifies how agents perceive you. Monitors 6 AI platforms continuously using APO, our proprietary measurement methodology. Finds the gaps.
2
AX Track
Designs the fix. Agent Experience consulting that architects how your organization should work for agents. Specifies what needs to change and how.
3
Stack Track
Builds the infrastructure. APIs for fact verification, identity validation, context provisioning, and governance. Implements what AX specifies.
Ready to design for agents?
Start with an AX Audit. In 4-6 weeks you will know exactly where your organization stands, what to fix first, and how you compare to your industry.
Contact Us →