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Work · Case study

Website audits that runthemselves, overnight.

Client
Digital agency, UAE
Year
2026
Scope
Agent pipeline, reporting
Stack
n8n · LLM · Lighthouse

01 / Challenge

Prospecting audits were eating senior time. Each new lead meant hours of manual checks: performance, SEO, accessibility, content gaps, before a proposal could even be drafted. Good leads went cold while audits sat in a queue.

02 / Approach

We built an n8n-orchestrated agent pipeline. A URL enters; crawlers and Lighthouse runs fan out; an LLM layer interprets the raw signals against the agency's own audit rubric; and a branded, client-ready report lands in the CRM, with a confidence flag on every claim so nothing unverified reaches a prospect.

Every step is observable. Failed crawls retry with backoff, low-confidence sections route to a human reviewer, and each report links back to the raw evidence behind it.

03 / Outcome

45 min

From hours per audit

10×

More leads audited

Audits now run overnight against the whole pipeline of inbound leads. The sales team opens the morning with reports ready to send, and the senior engineers got their week back.

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