Articles on AI visibility and how businesses can change what AI says about them.
llms.txt, robots.txt and schema markup compared: what each file does, which AI systems read it, what Google says, and which one to fix first.
How ChatGPT search decides to search, rewrites queries, pulls from OpenAI's own index and partner providers, and what the Cloudflare pilot changed.
How to set up and read the Bing Webmaster Tools AI Performance report, map grounding queries to pages, and use Topics Portfolio to find citation gaps.
AI crawlers do three different jobs: training, search, and user fetches. Compare every major bot and see which to allow in robots.txt to stay in AI answers.
Google Business Home is a Gemini-powered beta dashboard for Business Profile, Ads, YouTube and Merchant Center. It changes where you manage, not how you rank.
New studies put AI search traffic under 1% of Google organic in one dataset. Here's what click counts miss, and why local 'who should I hire' prompts matter.
A step-by-step guide to local business schema markup: pick the right type, write the JSON-LD, test it, and see what Google and Bing say it does for AI answers.
Google now lists its Search generative AI control beside noindex. What the AI Overviews and AI Mode opt-out removes, what it doesn't, and who should use it.
We asked Google AI Overview and Perplexity the same 25 questions about Vancouver electricians. Only 6 of 21 electricians were named by both engines.
We asked ChatGPT, Google AI Overview and Perplexity 25 questions each about Vancouver movers. No moving company appeared in all three engines' results.
We asked ChatGPT, Google AI Overview and Perplexity 21 Seattle plumbing questions. Two plumbers tied for the most mentions, and none passed 12%.
We asked ChatGPT, Google AI Overview and Perplexity 22 Seattle house cleaning questions. Two companies drew over a third of all 313 mentions.
We asked ChatGPT, Google AI Overview and Perplexity 24 Seattle dentist questions. 39 names came up; the top name was an insurer, not a clinic.
Every AI engine has a feedback button. None of them is a correction form. Here is what reporting a wrong answer really does, and what actually fixes it.
Most nonprofit staff now use AI every week. Google now says to fact-check all AI content by hand, metadata included. Here is why that matters for donors.
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