5 Python Approaches to Keyword Clustering
Compare five Python keyword clustering approaches with usable code, CSV checks and a SERP-overlap example. Learn each method’s limits before mapping pages.
SEO
Engineering articles
21 Nuxt SEO Module Checks Beyond Installation
Audit Nuxt SEO module settings, canonicals, indexing rules, metadata and production output with 21 practical checks and a reusable release evidence template.
SEO
21 Astro SEO Checks Beyond Installing an Integration
Audit Astro metadata, rendering, canonicals, index rules and deployed content with 21 practical checks, safe code examples and a release worksheet.
SEO
11 Jekyll SEO Checks Beyond Installing the SEO Plugin
Check Jekyll metadata, canonicals, collection output, sitemaps and deployed pages with version-aware examples and a practical 11-point release worksheet.
SEO
8 GitBook SEO Checks for Public Documentation Sites
Check GitBook SEO across publishing controls, metadata, canonicals, sitemaps, redirects and public pages, with a practical release audit worksheet.
SEO
7 Nuxt Sitemap Checks for Dynamic Pages in Production
Audit Nuxt sitemap sources, rendering, exclusions, locales, caches, and deployed XML, with code examples to catch missing or stale dynamic URLs.
SEO
5 Docusaurus Sitemap Checks Before a Docs Release
Check Docusaurus sitemap URLs, locales, exclusions, lastmod, and deployed XML before release, with a reusable script for missing or duplicate pages.
SEO
6 Next.js Robots.txt Checks Before Deployment
Check Next.js robots.txt before deployment: verify route ownership, preview policy, crawler rules, required resources, sitemap URLs and cached output.
SEO
PageSpeed Monitoring Tools for Sites Without CrUX Data
Compare PageSpeed monitoring tools for sites without CrUX data, build a repeatable lab baseline, and report regressions without claiming a field-data pass.
SEO
Robots.txt Testers for AI Search Crawlers
Compare robots.txt testers for AI search crawlers, test the right bot tokens, inspect matching rules, and separate crawl permission from real access.
SEO
Broken Link Checkers That Show Source Pages
Compare broken link checkers that show source pages, trace redirects, preserve link context, and provide useful reports for fixing links on your website.
SEO
Image Audit Tools With MCP Support
Compare image audit tools with MCP support by source-page tracing, alt text, rendering coverage, and a practical test for choosing useful audit evidence.
SEO
Rank Tracking Tools With MCP Support
Compare rank tracking tools with MCP support, saved keyword history, research data, access limits, and a practical test before choosing your connection.
SEO
7 Astro Sitemap Checks Before Publishing Your Site
Check Astro sitemap URLs, SSR coverage, translations, XML limits and deployed files with practical examples before publishing your next website release.
SEO
30 Lovable SEO Checks Before Launching Your Website
Run 30 Lovable SEO checks before launch: verify rendering, domains, metadata, sitemaps and published fixes, with examples and a release worksheet.
SEO
Link Audit Tools With MCP Support
Compare link audit tools with MCP support, including crawl source pages, backlink research, access limits, and a practical test for checking returned evidence.
SEO
11 Claude SEO Skill Packs for Research and Site Audits
Compare 11 Claude SEO skill packs by task, data requirements and costs, with practical workflows, installation guidance and checks for trustworthy output.
SEO
13 SEO Questions to Answer With Google Analytics MCP
Use Google Analytics MCP to answer 13 SEO questions about organic traffic, landing pages, leads and revenue, with copyable prompts and verification steps.
SEO
Rank Tracking With MCP Using Saved Keyword Data
Use Screpy MCP to read saved keyword rankings, select dated analyses, handle missing positions, and compare compatible checks without guessing live results.
SEO
Compare Website Crawls With MCP
Compare website crawls with MCP using saved snapshots. Review real metric changes, match page details, and verify fixes without overstating SEO results.
SEO
SEO Audit With MCP Using Real Crawl Data
Run an SEO audit with MCP using saved crawl data. Learn how to verify page findings, prioritize repairs, and separate evidence from unsupported AI advice.
SEO
Finding and Fixing Broken Internal Links With Screpy MCP
Find broken internal links with Screpy MCP, trace source pages and anchors, choose the right repair, and verify changes against a fresh website crawl.
SEO
SI vs. AI: What Does “Super Intelligence” Actually Mean?
Understand SI vs. AI, the new Super Intelligence terminology, and how to evaluate software claims without confusing a new label with proven capability.
Engineering
SEO for Static Websites: A Practical Guide With Examples
Learn how to optimize a static website for SEO with practical checks for indexing, metadata, sitemaps, redirects, internal links, images, and performance.
SEO
Keyword Research With MCP: Search Volumes, SERPs, and Content Gaps
Use MCP for keyword research with real search-volume and SERP examples, then combine market data with Search Console to identify useful content gaps.
SEO
Best SEO MCP Servers for Audits, Rankings, and Search Console
Compare SEO MCP servers for audits, rankings, Search Console, and keyword research, with documented limits, access requirements, and small tested tasks.
SEO
Google Search Console MCP: Setup and SEO Analysis
Connect Google Search Console through MCP, run verifiable SEO analysis, and fix date, filter, pagination, and total mismatches using a real example.
SEO
What Is an SEO MCP Server, and What Can It Do?
Understand SEO MCP servers with a real Screpy workflow, data-source limits, client setup, and checks for trustworthy search and crawl analysis.
SEO
Jev SEO: How to Use TypeSafe AI's Jev in SEO Workflows
Learn how TypeSafe AI's Jev supports SEO classification, scoring, prioritization, and QA with typed decisions, confidence rules, and human review.
SEO
How to Check Meta Description Relevance With TypeSafe AI’s Jev
Use TypeSafe AI’s Jev to score meta description relevance against page content and search intent, then route weak or uncertain cases for review.
SEO