Qualify
Identify the client journey, business risk, environments and owners before testing.
Digital agencies
Evidence-backed AI-agent audits.
Scope repeatable website audits, preserve evidence and hand engineering teams fixes they can verify.
For digital agencies, consultancies, technical SEO teams and web delivery partners.
Turn a broad AI question into a controlled client engagement.
Each engagement starts with owned journeys, declared boundaries and evidence that both client and delivery teams can review.
Baseline
Run versioned scenarios across public content, browser interactions and available structured interfaces.
Compare
Separate website defects from agent-specific, policy and infrastructure failures.
Explain
Connect every priority finding to session evidence, root cause and customer impact.
Handoff
Give the implementation team reproduction steps and deterministic acceptance criteria.
Retest
Repeat the same task contract after fixes and compare outcome, speed and friction.
Keep scope, evidence and remediation connected.
One evidence contract prevents audit observations from becoming subjective presentation claims.
Client contract
Persona, goal, test data, permissions, stop gate and expected result are agreed before the run.
Reviewable evidence
Recordings, steps, timing, retries and final-state assertions explain each outcome.
Verified retest
The same scenario confirms whether remediation changed the result without adding new risk.
Agency risk starts when a result cannot be defended.
Generic checklist
Technical presence is reported without proving impact on a real client task.
Unclear attribution
A model or runner failure is incorrectly presented as a website defect.
Unsafe scope
The run reaches a production write action without a declared stop gate.
Unverifiable fix
A recommendation has no reproduction path, owner-ready criteria or comparable retest.
Measure delivery quality as well as agent completion.
The result must support client communication, engineering action and a defensible follow-up test.
Task completion
Track verified outcomes by scenario, agent profile and repetition.
Time and friction
Record elapsed time, waits, retries and human interventions.
Evidence coverage
Confirm that priority findings have a report-safe replay and independent assertion.
Baseline to retest
Compare results against the same fixtures, environment and versioned task contract.
Client authorization defines the testing boundary.
Public audits stop before irreversible actions. Authenticated and sandbox work requires approved accounts, fixtures, retention rules and explicit write permissions.
Record technology state without turning emerging standards into sales theater.
Reports separate established web foundations, optional agent-native interfaces and technologies that were not available or not tested.
- Semantic HTML, accessibility tree and keyboard operation
- Structured data, canonical sources and machine-readable content
- Rendering, hydration, network behavior, CLS and target stability
- Authentication, session continuity, consent and recovery
- OpenAPI, OAuth, MCP and WebMCP when present
- Evidence redaction, retention and responsible disclosure
Package the work for client and implementation teams.
- Executive summary with explicit confidence and limitations
- Task by agent result matrix and session evidence
- P0 and P1 blockers with verified root-cause attribution
- Prioritized remediation backlog with acceptance criteria
- Baseline-to-retest comparison for approved fixes
Agency partnership questions
Can reports be white-labeled?
White-label and export capabilities are not a public product promise. Pilot deliverables and presentation boundaries are agreed individually.
Can one method cover different client stacks?
Yes. The task and evidence contracts stay consistent while fixtures, technologies and assertions remain domain-specific.
Does a failed agent mean the client site is broken?
No. Website, agent-specific, policy and infrastructure causes are classified separately before remediation is assigned.
Practical delivery guide
Keep one client audit defensible.
Scope authorization, version scenarios, preserve report-safe evidence, assign the right cause and run a comparable retest.
Read the agency audit guideBring one client journey that needs a defensible answer.
Apply with an owned website workflow, a technical reviewer and a clear baseline-to-retest goal.