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Verified Technical Engineering Contributor

Web Audits Engineering Team

Web Intelligence & Performance Engineering

The Web Audits engineering team develops browser forensics tooling, benchmarks production hosting environments, and publishes empirical Core Web Vitals studies.

Laboratory Experience & Specialization

Testing Background:Audited over 1,500 production web properties with automated and manual DevTools tracing.

Core Technical Focus:

  • Core Web Vitals Diagnostics (LCP, INP, CLS)
  • Chromium DevTools Protocol Profiling
  • Server-Side Rendering & Hydration
  • CMS Performance Remediation

Empirical Research & Datasets

Original StudySeptember 2026

100 Websites Audited: What Real-World Data Reveals About Speed, Schema, and AI Bots

An empirical forensic benchmark of 100 live websites measuring server latency, mobile LCP bottlenecks, Knowledge Graph adoption, and llms.txt AI discovery readiness.

Original StudyMarch 2026

The State of WordPress Performance 2026: 500-Site Empirical Benchmark

An empirical teardown of mobile Core Web Vitals, page weight, DOM depth, and cache hit ratios across production websites.

Original StudyFebruary 2026

100 Agency Websites: What Their Homepages Reveal About Speed and SEO

We audited 100 digital agency homepages to document real-world performance bottlenecks and structured data adoption.

Published Guides & Benchmarks

Web Performance9 min read

Why Mobile Core Web Vitals Fail While Desktop Passes: 3 Silent Fixes for LCP, DOM Bloat, and INP

Discover why websites pass Core Web Vitals on desktop but fail on mobile. Fix the 3 silent architectural bottlenecks: lazy-loaded LCP images, DOM bloat, and INP hydration locks.

Web Performance15 min read

100-Website Forensic Audit: Real-World Averages for Speed, Schema, and AI Crawlers

We audited 100 live production websites across SaaS, E-Commerce, Indie Hackers, and Agencies. Here is the empirical breakdown of real-world TTFB, mobile LCP failures, JSON-LD schema adoption, and llms.txt readiness.

SEO9 min read

Case Study: Why 15 Live Web Apps Failed Google Indexing and Speed Benchmarks

We conducted forensic audits on 15 live production apps and SaaS websites. Here is the empirical breakdown of the 4 recurring flaws that broke their indexation, destroyed TTFB, and blocked AI search citations.

Conversion10 min read

How to Audit 50 Client Sites in 1 Week: The VitalsSniper PRO Method

Agencies often spend hours running separate diagnostic tools and compiling generic PDF reports. Here is a direct workflow for evaluating prospect sites, isolating candidate LCP elements, and generating structured technical deliverables.