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4 awesome open-source AI projects: 🔸 /last30days (new search engine) 🔸 agent-skills (full dev skills) 🔸 open-notebook (local notebook lm) 🔸 headroom (save 90% on AI bills)

90,927 views • 3 months ago •via X (Twitter)

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Siggy.ink 🧐

28,767 views • 1 year ago

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Zephryss⛩️

23,181 views • 3 months ago

There is no such thing as "prompt search volume." If you're paying for it, you're wasting your money. I've actually looked at a bunch of data samples from clickstream providers who track what people type into ChatGPT. Can you guess what I saw? Multi-sentence paragraphs spanning multiple topics, dictated rambles with assignments, rather than searches and follow-up questions that make no sense without previous messages. …and then there’s personalization, which further messes up the input that AI chatbot actually gets. Bottomline: Deriving any meaningful “search volumes” out of that mess is no better than guessing. But is that data even important for tracking your AI visibility? That’s the question I asked Dan Petrovic DEJAN on the latest episode of Ahrefs Podcast. Dan runs the reputable “AI Influence” agency called DEJAN AI and he is one of the most respected (and positively nerdy) figures in SEO, who’s been at the forefront of the industry for more than 15 years. Here's what else we covered with Dan: 🔸 Why LLMs.txt is mostly pointless. 🔸 Why LLMs reject Reddit content over 90% of the time 🔸 What is “primary bias” and “secondary bias” of AI models 🔸 Which search indexes do ChatGPT, Claude, and Gemini rely on 🔸 The "Trojan horse method" for getting into LLM citations fast. 🔸 How Dan tests on-page changes with an agentic loop 🔸 What to actually track instead of prompt volumes. 🔸 How to generate the right prompts for AI visibility measurement. Watch full episode here 👇 YouTube: (also on Apple podcasts & Spotify)

Tim Soulo 🇺🇦

46,355 views • 28 days ago