VectraSEO blog.
practical notes on SEO automation.
Longform notes on technical SEO, content workflows, product engineering, and the tradeoffs behind automated publishing and monitoring.
What 10,000 SMB Website Scans Reveal About Local SEO Health
We scanned 10,000 public US service-business websites to understand what everyday SMB SEO health actually looks like. The median reachable site scored 64/100, and the most common problems were slow, quiet, cumulative issues.
Introducing Site Health Monitoring
Publishing great content is only half the battle — the other half is making sure Google can actually read what you ship. VectraSEO now runs scheduled sitemap scans, 54 health rules on every URL, a 0–100 health score, and email alerts when something breaks.
The SEO issues that quietly kill rankings
Broken status codes, redirect chains, mixed content, noindex in your sitemap — a field guide to the silent killers that tank traffic over weeks before anyone notices, and how to monitor for each one.
Building a health score that actually means something
Behind the 0–100 number on your monitoring dashboard: why we weighted critical issues 15x, how we avoid alert fatigue from info-level noise, and what we learned tuning the formula against real customer sites.
How AI is changing SEO content strategy in 2026
The landscape of SEO content creation has evolved past the "AI can write blog posts" debate. Here's what actually works in 2026, what doesn't, and how the discipline has shifted in the last eighteen months.
Content gap analysis: the complete guide
Finding keyword opportunities your competitors rank for but you're missing. A step-by-step walkthrough of tools, methodology, and — most importantly — how to prioritize what to actually pursue.
7 CMS integrations and what we learned building each one
WordPress, Wix, Shopify, Squarespace, Blogger, Zapier, and Custom API. A behind-the-scenes tour of every CMS adapter we've built, the quirks we hit, and why we still haven't shipped some of the ones you'd expect.
Why competitor intelligence matters more than your own analytics
Your analytics tell you what happened. Your competitors' content tells you what's going to happen. Here's why I've reorganized my SEO workflow around the latter, and what to look for.
Automated scheduling: actually set it, actually forget it
The feature no one writes about because it's unsexy: configuring a content pipeline that produces and publishes on its own. Here's the design, the failure modes we ran into, and the honest limits of "set and forget."
The ROI of AI-generated SEO content: numbers from 500+ projects
We ran the math across every VectraSEO project that has at least six months of publishing history. The cost-per-visitor numbers are genuinely different from traditional content. The caveats are important.
How we built our AWS content pipeline
A tour through VectraSEO's serverless stack: SQS FIFO queues, Lambda workers, DynamoDB single-table, S3 + CloudFront. What works, what doesn't, what we'd do differently if we were starting today.
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Background reading we keep coming back to: Google Search Central docs, web.dev: Easily Discoverable, and Google's SEO Starter Guide.