Server Log Analysis SEO

Server log SEO analiz skill'i nginx access.log + Cloudflare Logpush + Vercel Analytics log…

Parses production server logs: nginx access logs, Cloudflare Logpush, and Vercel Analytics exports, and surfaces the server-side SEO truth that Search Console and Analytics can't see. It reveals exactly which crawlers hit which URLs and how often, where 301 chains are silently leaking link equity, which 404s once carried organic value, and how your crawl budget is really distributed. The result is parsed log data, four SEO reports, and a prioritized fix list, based on raw evidence, not guesswork.

$15 one-time
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Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in

  • Type Skill
  • Category Search & AEO
  • Delivery Email · instant
  • License One-time
Run preview
forgehouse, server-log-analysis-seo

Inside the run · no black box

See the actual work before you buy it.

Search Console shows what Google reports. Server logs show what Google actually did. The loop turns raw logs into four SEO reports:

  1. Parses raw server logs (nginx, Cloudflare Logpush, Vercel) into a structured dataframe of time, IP, path, status, bytes and user agent, around a million lines in under 3 minutes.
  2. Verifies bot identity instead of trusting user agents: a "Googlebot" claim is cross-checked against Google's network range, and spoofed crawlers are flagged and excluded from the SEO math.
  3. Normalizes paths into templates so 5,000 individual blog URLs collapse into one /blog/[slug] row and the report stays readable.
  4. Generates 4 reports in parallel: crawl budget allocation with a Power Law health check, 301 chain detection via a redirect graph, 404 recovery with similarity-matched redirect targets, and orphan URLs that crawlers hit but the sitemap omits.
  5. Separates recoverable 404s from dead ones: pages scoring above 0.7 similarity to a live page get a 301 recommendation, the rest get 410 Gone so Google stops retrying them.
  6. Translates everything into a plain-language client report plus CSVs ready for bulk redirect import, with the top 20 fixes ranked by estimated SEO equity.
Use cases · what happens when you plug it in

One power source. 6 lines out.

server-log-analysis-seo · core

core active · 6 lines

  1. Onboarding baseline: 30-day crawler frequency, top URLs, top 404s

    ✓ onboarding baseline: 30-…
  2. Diagnosing crawled-but-not-indexed pages with real Googlebot fetch data

    ✓ diagnosing crawled-but-n…
  3. Auditing redirect chains after a domain migration or cutover

    ✓ auditing redirect chains
  4. Recovering 404 pages that still hold organic equity

    ✓ recovering 404 pages that
  5. Investigating crawl spikes to separate real Googlebot from spoof scrapers

    ✓ investigating crawl spikes
  6. Monthly server-log transparency section in client reports

    ✓ monthly server-log trans…
Benefits · what you walk away with

Yours to keep.

Drag time forward. Watch what stays.

Forever

That's what owning means.

The rented stack

ai writing tool: subscription

expired · access lost

analytics suite: subscription

expired · access lost

design platform: subscription

expired · access lost

(nothing left)

Your forge

  1. See how search engines actually crawl you: raw evidence, no estimates

    license: perpetual
  2. Recover lost ranking equity by mapping dead 404s to live pages

    license: perpetual
  3. Stop wasting crawl budget on redirect chains and over-crawled pages

    license: perpetual
  4. Cut hosting cost by caching pages the crawler over-fetches

    license: perpetual

subscriptions expire · deeds don't

What's included · the full manifest

Everything in the box.

Pick a piece up. Watch it work.

Log parse pipeline for nginx combined format, Cloudflare Logpush JSON, and Vercel exports

part 01 of 06 · in the box

6 parts · one working system · ships instantly by email

From the field · a real case

This wasn’t written at a desk.

The problem

The fix

The result

Who it's for

This wasn't forged for everyone.

  • Not for you if you'd rather rent a tool than own one.
  • Not for you if you want someone else to run your stack.
  • Not for you if you're happy guessing.
Still here? Good.

Technical SEO teams and agencies who need server-side crawl evidence to fix crawl budget, redirect chains, and lost 404 equity with certainty.

then this was forged for you.

Works with

Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.

  • Claude Native format
  • ChatGPT Adapts via open standards
  • Gemini Adapts via open standards
  • Cursor Adapts via open standards
  • Copilot Adapts via open standards
Questions · still in the air

Catch what's on your mind.

the air is clear. nothing between you and the forge.
catch a spark: the forge will answer

  1. My site runs on Vercel behind Cloudflare, which logs can it actually read?

    The parse pipeline covers three formats: nginx combined format, Cloudflare Logpush JSON, and Vercel Analytics exports. If you can export any one of those streams you have enough; it does not need access to your hosting panel.

  2. Can't I already see crawl behavior in Search Console?

    GSC shows samples and aggregates; logs show every request. Log analysis reveals exactly which URLs Googlebot fetched and how often, rebuilds redirect graphs to expose 301 chains, and cross-checks user-agents against expected network ranges to flag spoofed bots, none of which GSC reports.

  3. Does it fix the redirect chains and 404s it finds?

    No. It produces four reports and a prioritized fix list, including single-hop redirect targets and semantic matches for dead 404 URLs. Applying the redirects and deploying server changes is your work.

  4. How is it delivered?

    By email right after purchase: ready to run, downloaded instantly, no setup wait.

  5. One-time or subscription?

    A one-time purchase; no subscription or hidden fees. VAT (20%) is included.

  6. Can I get a refund?

    As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.