
· 14 min read
llms.txt: We Scanned the Web's Top 100,000 Domains
We checked the web's top 100,000 domains for llms.txt. Only 8.6% publish one, and nearly a third of those were generated automatically by the platform.

Team Member
Co-founder & CTO
Charles Duncan is co-founder and CTO of SEOmator, where he leads the engineering behind the platform's site crawler, audit engine, and rank-tracking infrastructure. He writes about the technical foundations of SEO — how search engines and AI answer engines crawl, render, and index the modern web — and what that means for the people building sites on it.
Charles retires from SEOmator at the end of October 2026.
Articles by Charles Duncan

· 14 min read
We checked the web's top 100,000 domains for llms.txt. Only 8.6% publish one, and nearly a third of those were generated automatically by the platform.

· 20 min read
50+ ChatGPT prompts for keyword research, content optimization and competitor analysis — grouped by the job each one actually does well, with the outputs you need to verify before acting on them.

· 14 min read
91.3% of the AI Overview citations we tracked in H1 2026 went to pages already in the organic top 20. See the 30 link building numbers that matter in 2026.
· 6 min read
The best Ranktracker alternatives for 2026 are SEOmator ($49/mo), Keyword.com ($46/mo), AccuRanker ($116/mo), SEO PowerSuite ($29/mo), and SE Ranking ($52/mo). Each offers unique strengths in accuracy, pricing, and features.

· 8 min read
An SEO audit for charities covers 16 areas from site indexing to local SEO. With organic search driving 44% of nonprofit website traffic and only 0.16% of visitors donating, a thorough audit helps maximize every visitor's potential to support your cause.

· 7 min read
An SEO audit for law firms covers keyword research, on-page optimization, technical health, local SEO, backlinks, and competitor analysis. With 87% of clients using Google to find lawyers, regular audits are essential for maintaining visibility and generating qualified leads.

· 4 min read
We frequently deal with various types of web content. Haven't we all wondered about the process that goes behind ensuring this content is properly and correctly displayed in web browsers?

· 10 min read
Recognizing canonical issues is your first step towards resolving them efficiently. As with any other SEO strategy, you must equip yourself with the right knowledge, take proactive steps to avoid common pitfalls, and keep a close eye on your implementation.

· 12 min read
We probed 232 ranking domains on 31 July 2026: 87.9% keep the blog in a subfolder, but 66% run docs on a subdomain. See the split, then pick yours.

· 13 min read
A topical map is essentially your website's game plan. So, its importance in shaping your website's content strategy and SEO effectiveness can't be overstated.

· 17 min read
The median e-commerce site we audit scores 68 (D+); 52% carry Product schema errors. Run this 10-step audit to find your leaks and fix them in order.

· 8 min read
Have you ever come across the pesky ‘Crawled-Currently Not Indexed’ error in your Google Search Console?

· 21 min read
Redirect chains fail on 24.3% of the sites we audit. A 24-point website migration checklist for SEO covering pre-launch, launch day, and the 90 days after.

· 15 min read
AI Overviews now hit ~27% of the keywords we track (July 2026). Here's how to find niche keywords that still earn a click, in 7 steps, plus a 2026 tools table.
Tools reviewed by Charles Duncan