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Comparisons, explained fairly
Side-by-side comparisons of the ideas and tools in AI search, with an honest verdict on each.
- Comparison
GEO vs SEO: what is the difference, and do you need both?
GEO vs SEO in plain English: how ranking in Google differs from being named in AI answers, where the two overlap, and which one to focus on first.
Read - Comparison
AEO vs GEO: are they the same thing?
AEO vs GEO compared: where each term came from, how much they overlap in practice, and why the work matters more than the label you put on it.
Read - Comparison
llms.txt vs robots.txt: what each file does
llms.txt vs robots.txt: one controls which crawlers may visit your site, the other is a proposed guide for AI tools. What each does and if you need both.
Read - Comparison
llms.txt vs sitemap.xml: lists of pages for different readers
llms.txt vs sitemap.xml: a full URL list for search engines versus a short, annotated guide for AI tools. How they differ and how to use them together.
Read - Comparison
Google AI Overviews vs ChatGPT search: how they differ
Google AI Overviews vs ChatGPT search compared: where answers come from, which crawlers matter, how sources are shown, and how to be visible in both.
Read - Comparison
Brand mentions vs backlinks: which matters more for AI search?
Brand mentions vs backlinks: how links help Google rankings, how unlinked mentions shape what AI says about you, and where to put your effort first.
Read - Comparison
AI visibility tracking vs rank tracking: what each measures
AI visibility tracking vs rank tracking: keyword positions in Google versus mentions, citations and share of voice in AI answers. What to track, and when.
Read - Comparison
WebValet vs Ahrefs: different tools for different questions
WebValet vs Ahrefs, compared fairly. Ahrefs is a mature SEO suite. WebValet tracks whether AI answers name you or competitors. When to use one, or both.
Read - Comparison
WebValet vs Semrush: which questions does each one answer?
WebValet vs Semrush, compared fairly. Semrush is a broad, mature SEO suite. WebValet focuses on AI answers and competitors. When each fits, and using both.
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Doing GEO yourself vs hiring help: an honest guide
Should you do GEO yourself or hire help? An honest look at what DIY takes, when free and low-cost tools are enough, and when an agency is worth it.
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