Orphan pages receive no internal links, so Google crawls them rarely and ranks them poorly. Here is a Python pipeline that joins your internal link graph with Search Console to surface and prioritize them automatically.
A Python pipeline that audits your XML sitemap like a skeptical crawler—expanding sitemap indexes, fetching every URL, and classifying redirects, 404s, noindex, and non-canonical entries into an actionable triage list.
Structured data breaks silently when deploys, plugins, or CMS changes drop a required field, and you lose rich results with no alert. Build a Python pipeline that extracts, validates, snapshots, and diffs schema across your whole site to catch regressions the day they ship.
Google drops pages from its index without warning. Build a Python watchdog on the GSC URL Inspection API — tiered quota budgeting, SQLite state diffing, and Slack alerts that catch silent deindexing within 24 hours.
Raw HTML and rendered DOM often tell search engines two different stories. Build a Python + Playwright pipeline that diffs titles, canonicals, meta robots, content, and internal links — and scores each divergence by real SEO impact.
A three-stage Python pipeline — regex rules, fuzzy slug matching, and content embeddings — that builds site-migration redirect maps automatically and routes only the genuinely ambiguous URLs to human review.
llms.txt promised to make sites AI-readable. Eighteen months in, does anything actually fetch it? We check the log evidence, run the cost-benefit math, and build a Python generator that keeps yours current automatically.
A Python pipeline to isolate AI crawler hits in your server logs, verify authenticity against vendor IP ranges (20-35% are impostors), and turn measured behavior into a defensible robots.txt and CDN policy.
A working-code teardown of the three ways SEO teams collect Google SERPs at scale in 2026 – SerpAPI, Bright Data SERP API, and self-hosted Playwright – compared on cost, reliability, and maintenance.
A production Python pipeline that pulls images from the WordPress REST API, generates context-aware alt text with a vision LLM, and writes it back — with guardrails so you never overwrite good human-written descriptions.