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The weekly report that writes itself

freddyxai's own metrics report, regenerated every Monday on a cron — tracker included, $0/month.

Jul 4, 2026

16 sweekly cloud run · $0/mo
12GEO queries tracked
every Mondaycron cadence, 07:00 UTC
16 sfirst scheduled run
$0/moinfrastructure cost
PythonGitHub Actions

Problem

Weekly reports depend on someone's Monday discipline — which is exactly what a young company runs out of first. freddyxai's own metrics report needed to exist every week whether anyone remembered it or not.

What I built

A zero-dependency Python generator that reads the production sitemap for live site stats, liveness-checks all 12 tracked GEO queries, joins the committed citation results, and writes a dated report — committed automatically by GitHub Actions every Monday at 07:00 UTC. The tracker it maintains is now the canonical source for freddyxai's citation count: 0 of 12, re-measured deliberately, published either way.

Result

The first scheduled-infrastructure run went green in 16 secondsreport history is public. One number we refused to inflate: the no-script baseline took 48 seconds — but performed by an AI agent stepping through each check, which bounds the mechanical floor, not human minutes. So this page claims no "hours saved," only what was measured: the report now exists every Monday, for $0, without anyone's discipline involved.

What this costs you

This is the automation tier: $1,000–$2,000, 3–5 days. Running it costs nothing, every Monday, forever.

Buy this build: $1,000–$2,000, 3–5 days. Work with freddyxai →

Read the full writeup → Automating the weekly report, end to end

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