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Do AI humanizers help SEO? We ran a 118-word pricing paragraph through a humanizer. It kept every price but grew 39%, dropped one use of the keyword, added two claims the source never made and wrote "powerful power dialer." What Google says, and what to do instead.
How brands show up in ChatGPT, Gemini and Perplexity: the four ways a brand gets into an AI answer, how each engine differs, and how to check and change yours.
How large language models work, in plain English: tokens, training, retrieval and sampling, each tied to what it means for your content. With our tokenizer check of 15 brand names and a test that asked ChatGPT the same five questions three times.
Local link building for small businesses, checked against real data: we looked at the links of 64 plumbers, roofers, dentists and HVAC firms in Google Maps. Most had no real local links at all, so a few chamber, association and sponsor links stand out.
How to find low competition, high intent keywords you can actually win. We checked 164 buying keywords across eight topics and found the difficulty score helps a little, but the topic and the results page tell you far more.
What AI search engines trust in 2026: how ChatGPT, Gemini, Perplexity and Claude weigh Reddit threads, review sites, press mentions and your own website.
An AI visibility audit you can finish in one afternoon, timed step by step. We ran the fast checks on 49 small businesses on Google's first page, and ChatGPT named just one of them for the same search.
AI visibility statistics by engine for 2026: the sites each AI assistant cites most, how little their sources overlap, and how fast their citations fade.
We tested four ChatGPT prompts for SEO keyword research against real search data. Which prompts found usable keywords, and which ones made up the numbers.
A content gap analysis worked end to end: we mapped 3,874 blog posts from four standing desk brands, found 29 topic gaps, and showed why only a handful were worth writing once demand and AI answers were checked.
Ecommerce link building for product and category pages, based on who actually links to 15 online stores. Gift guides, best-of lists, launches and how-to guides earned the real links, and some 'top linked' pages were mostly spam.
Google now shows ads around and inside AI Overviews and is testing sponsored picks inside AI Mode lists. What the click data says and what organic teams change.
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