8 min read
February 26, 2026
SEO automation workflows for lean in-house teams
The best SEO automation is not flashy. It removes repetitive weekly tasks, tightens QA, and makes the channel easier to operate with a lean team.
AutomationPython
Read Ex-AllEvents.in Senior SEO LeadPython-First AutomationAI Citation Engineering14 Countries Scaled
Trusted by Growth Teams at
AllEvents.inThrillophiliaSimplilearnEurokidsVertoeNovo ShoesDailyObjectsAhrefsSemrush
AllEvents.inThrillophiliaSimplilearnEurokidsVertoeNovo ShoesDailyObjectsAhrefsSemrush
Who is Vijay Chauhan
The engineer behind your search systems.
Most SEO consultants hand you a spreadsheet. I hand you working Python scripts, rendering fixes deployed to production, and indexation architectures that compound traffic for years. Over 9+ years, I've built organic engines generating 150M+ sessions — turning search into a predictable revenue channel.
9+
Years
Technical SEO
150M+
Sessions
Organic Traffic
7
Engines
Optimized For
What I Build
Full-Stack Search Visibility Systems
From crawler optimization to AI citation engineering — every layer of organic growth, engineered as code.
Crawl · Render · Index
Technical SEO Engineering
Server log forensics, JavaScript rendering audits, Core Web Vitals remediation, and crawl budget architecture for sites with 10K+ pages.
340% crawl efficiency in 60 daysDetails
ChatGPT · Gemini · Perplexity · Claude
GEO & AI Visibility
Entity engineering, Knowledge Graph validation, fact-density content updates, and LLM crawler indexing strategies to get your brand cited in AI answers.
12% → 94% citation rate liftDetails
Python Scripts & Pipelines
SEO Automation
Custom-built monitoring systems: GSC API dashboards, automated broken link alerts, competitor rank scrapers, and index health watchers.
24hrs/week manual QA → automatedDetails
Hreflang · Multi-Region · Subfolder
International SEO
Multi-regional indexing, localized subfolder configuration, and hreflang validation for global organic presence.
Scaled organic across 14 countriesDetails
Answer Boxes · AI Overviews
AEO & Featured Snippets
Q&A content structuring, FAQ schema automation, and SERP feature gap analysis to own zero-click search results.
820+ answer-box rankings capturedDetails
PageRank · Internal Links · Authority
Link Architecture
Internal link optimization, PageRank dilution audits, orphan page detection, and strategic authority distribution.
+40% page equity flow after restructureDetails
Open Source Tools
Tools I Built & Ship Free
Custom-built utilities for AI citation scoring, SSR auditing, and metadata sanitization.
🤖AI
GEO Content Analyzer
Score fact density, entity references, and AI citation readiness for ChatGPT Search & Perplexity.
🏷️On-Page
Meta Tag Generator
Generate head tags with live snippet previews for Google, Facebook, and Twitter/X cards.
🔗Technical
Canonical Generator
Strip tracking params (UTM, gclid) and generate clean canonical URL references.
🧪Chrome Ext
SSR vs CSR Inspector
Three-way raw HTML vs JavaScript rendering difference viewer for indexation debugging.
FAQ
Common Questions
Clear answers about technical SEO, automation, and AI visibility engineering.
Ask something specificFrom the Lab
Research & Thinking
7 min read
February 12, 2026
How to think about AI search without losing SEO focus
AI search changes the surface area of discovery, but most teams still need the same foundations: clear entities, strong pages, original thinking, and technical reliability.
AI SearchGEO
Read