How do you prove a website fix worked at client handover?

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Imagine your AI agent finishes a website fix late at night. The next day, the client asks what changed and how you checked it.

The evidence might be split between an audit export, Excel, screenshots and a chat thread. Rebuilding that context costs attention—and can add repeated AI investigation.

We're building Sitelemetry around audit → targeted fix → re-test: structured findings you can review through ChatGPT, Claude or MCP, then hand to a coding agent for a focused repair.

Security, SEO, AI visibility, accessibility, performance and integration coverage depends on the plan; protected audits require authorized, verified targets.

What do you currently use to connect a finding to proof that the fix worked? Where does that process break down?

Try a free Launch Readiness Snapshot:

MCP setup:

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