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CASE STUDY · SEO AUTOMATION · AI REPORTING

SEO Audit on Autopilot. No Analyst Required.

Every broken link, ranking gap, indexation issue, and speed problem across your site — prioritized by impact and formatted as a ready-to-act checklist. Runs every Monday at 9am without you touching a dashboard.

30 min
Audit time
0 h/week
Manual work
20 nodes
Workflow
Automate My SEO Reporting →
n8nGSC APIScreaming FrogPageSpeed API
All cases
April 03, 2026 · 4 min read
SEO Audit on Autopilot. No Analyst Required.

THE NUMBERS

What Changed After Implementation

0 min
Full Audit Time
Was 4–6 hours manually
0 h/week
Manual Work
Fully automated, runs on schedule
$0.85
Per-Audit API Cost
vs. $150–300 for a human analyst
0
Workflow Nodes
One trigger in, branded PDF report out

FULL WORKFLOW

Complete 20-Node Map

NodeTypeFunction
Form Submission WebhookwebhookTriggerReceives POST from Tally / Typeform
Validate & Normalize Inputcode (JS)URL normalization, field validation, order_id generation
Acknowledge ReceiptrespondToWebhookInstant confirmation JSON to form submitter
Fetch Homepage HTMLhttpRequestRaw HTML fetch of target URL
PageSpeed APIhttpRequestGoogle Core Web Vitals — mobile strategy, free
Scrape Homepagecode (JS)Parses HTML for all on-page SEO signals
Merge All Site Datacode (JS)Combines crawl + PageSpeed + form data
Build AI Audit Promptcode (JS)Assembles full structured prompt with all site data
Claude AI — Generate AudithttpRequest → OpenRouterClaude Opus 4, 4096 tokens, strict JSON schema output
Parse AI Audit JSONcode (JS)Validates schema, extracts scores and labels
Build HTML Reportcode (JS)Full branded HTML, all CSS inline, 5 print-ready pages
Convert to PDF (PDFCrowd)httpRequestServer-side PDF rendering, consistent output
PDF Success?ifRoutes to Google Drive upload or HTML fallback
Upload to Google DrivegoogleDriveStores PDF organised by domain + order ID
Prepare HTML Attachmentcode (JS)Converts HTML to binary attachment for email
Email Owner — ReviewgmailScore + client info + report attached for review
Wait 2h for ReviewwaitBuffer window before client delivery
Email Client — Final ReportgmailBranded PDF delivery with order reference
Error TriggererrorTriggerGlobal error catcher for the entire workflow
Notify Owner of ErrorgmailError details with domain + context sent to owner

TECH STACK

Tools Used in This Workflow

n8n
n8n (self-hosted)
Orchestration — 500+ integrations, no per-execution cost
AI
Claude Opus 4
LLM via OpenRouter — technical SEO analysis, strict JSON output schema
PSI
Google PageSpeed API
Core Web Vitals — LCP, CLS, INP. Free, no API key required
PDF
PDFCrowd
Server-side HTML to PDF rendering. Consistent output. Free tier available
GD
Google Drive
Automatic storage — organised by domain and order ID
GM
Gmail + OAuth2
Dual delivery — owner review copy + branded client email with PDF

OPSPILOTS VERDICT

Highest ROI Automation for Agencies

At $0.80–$0.90 per audit in API costs, this workflow pays for itself in the first 10 minutes of time saved — every single time you run it.

Scalability: High. Want Ahrefs DR data? Add one HTTP node. GSC integration? Same. The prompt builder assembles whatever data you feed it. The AI and reporting pipeline require zero changes.

Prerequisites

Self-hosted n8n, OpenRouter API key, PDFCrowd account (free tier available), Google Drive OAuth2, Gmail OAuth2. PageSpeed is completely free — no key required.

Primary Risk

Heavily JS-rendered sites may return thin crawl signals. Pair with Ahrefs or GSC data for more complete prompts on complex sites.

If you're selling audits — or giving them away as lead magnets — and you're still doing them by hand, you're leaving hours and margin on the table every single week.

BOTTOM LINE

Your team is doing manually what this system does in seconds.

We build and deploy automation exactly like this — configured for your stack, running on your infrastructure, delivering results from day one. Most projects go live in 5–10 days.

Get a Free Assessment →

Frequently Asked Questions

What data sources does the audit pull from?

The system pulls data from Google Search Console, Screaming Frog, and PageSpeed Insights in one automated run. It checks technical issues (broken links, indexation gaps, page speed), keyword performance gaps, and content opportunities — then compiles everything into a prioritized report with severity scores and specific fix recommendations.

How much faster is this versus doing audits manually?

Manual tools require you to export, cross-reference, and interpret data across multiple platforms — typically 4–6 hours for a full audit. This automation connects all sources, runs comparisons automatically, and outputs a complete action list. The same audit completes in under 30 minutes, scheduled weekly without any human input.

Does this replace an SEO analyst?

It replaces the data-gathering and reporting work — typically 60–70% of an analyst's time. The system handles collection, analysis, and report generation. Strategic decisions still require human judgment, but the analyst spends that time acting on insights rather than pulling spreadsheets from five different tools.

How often should audits run?

As frequently as needed. Most clients run weekly automated audits for ongoing monitoring and a deeper monthly analysis for trend tracking. The system sends a Telegram alert if a critical issue appears between scheduled runs — for example, a sudden drop in indexed pages or a spike in 404 errors.

What does it cost to deploy?

Single-workflow deployments start from $500. A full SEO audit pipeline with GSC integration, Screaming Frog API, and automated Telegram reporting typically runs $1,500–$2,500 depending on the data sources and report complexity required. All workflows are self-hosted — no per-month SaaS fees after deployment.

Anton Lavoshnyk
Anton Lavoshnyk
Founder, OpsPilots

Deploys n8n workflows, AI agents, and RAG systems for B2B teams. Turns repetitive operations into self-running systems.

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