Weapons of Mass
Optimization.
A curated collection of proprietary scripts, custom frameworks, and the tech stack I use to dominate SERPs.
Proprietary Utilities
Log File Analyzer
Parses server logs to identify crawl budget waste and bot behavior patterns.
def parse_logs(file):
bots = ['Googlebot', 'Bingbot']
return [line for line in file if any(b in line for b in bots)]
ROI Calculator
Project organic revenue growth based on current traffic, conversion rates, and LTV.
Schema Generator
Generate nested Organization, Person, and Article schema with one click.
{
"@type": "Organization",
"name": "Ayub Ansary",
"sameAs": [...]
}
The Lexicon
Advanced word counting and text analysis. Measure density, reading time, and structure instantly.
Beyond 10 Blue Links
Audit your entity's dominance across all search surfaces (Snippets, PAA, Knowledge Panel).
Crawlcat
A lightweight, headless Python script to extract metadata and status codes without bloat.
import requests
from bs4 import BeautifulSoup
# Agile Crawling Logic...
Headline Architect
Convert text to Title Case, Sentence case, or UPPERCASE instantly. Perfect for editorial standards.
hello world
Hello World
Data Sanitizer
Clean messy data instantly. Remove empty lines, strip unwanted symbols, and normalize whitespace.
Line 1\n\nLine 2
Line 1\nLine 2
The Globalizer
Generate correct hreflang tags for your international pages to avoid duplicate content issues.
<link rel="alternate"
hreflang="en-gb"
href="..." />
The Pattern Seeker
Generate complex Regular Expressions for Google Search Console to isolate specific query patterns.
^(who|what|where)
Matches question queries
The Gatekeeper
Generate valid robots.txt files to control crawler access and protect sensitive directories.
User-agent: *
Disallow: /admin/