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Developing cool systems

MD
Joined June 2023
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$NVO just dropped the law suit against $HIMS. Hims will now sell NVO’s GLP compounds to millions of Americans. Less than 7% of the American population have tried or are on GLP medications. There was one guy who predicted this in 2022. His name is @GiganticRebirth 🧵 👇
Long peptides & fat loss drugs. $NVO (ozempic)
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Facebook got 6M+ AI-generated pages indexed and cited in AI Overviews. Small sites get hit for a fraction of that.
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Google will turn on ads in AIO.
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Ahrefs just rebuilt Domain Rating. DR4 goes live Dec 1: - about half as many sites will have a DR at all - one notion.site subdomain: DR 92 → 0 - spam domains drop a median 15–20 points - correlation with top 10 rankings: 0.140 → 0.359 my site is DR 6. Stripe did $4,818.74 in the last 4 weeks. DR measures links. buyers never check it. is yours going up or down?
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Case study #2. Impressions topped off but clicks continue to stay steady. The last on-page edit I made was early September. All on page edits were frozen until now. I promoted Claude starting with: YOU ARE PERFORMING HOUSEKEEPING CLEAN UP TASKS FOR ANY TECHNICAL SEO/AIO BUGS YOU FIND. Claude edits were extremely light: Minor internal links, tittles, dead links, etc. - Now pushed and will watch. A full audit and update, but that would just bottle neck things more. According to all audits my on-page is over optimized, beating almost ever competitor winning on page 1. But still not ranking.
I have been exploiting one of the hardest niches on Google. This is experiment #2 of multiple operations in this niche. It took months of consistent pressure to see a parabolic change in trend.
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Don't beg for backlinks. Find the articles in your niche still citing dead stats. Then publish the source they should be citing. Paste this into @bot "Act as an investigative SEO researcher. My site: [URL] My niche: [NICHE] Find 20 articles in my niche that cite outdated statistics, broken sources or obsolete research. For each one, give me: 1. The exact article URL 2. The outdated or weak citation 3. Why it needs updating 4. The better resource I should create 5. A short outreach email that opens with what's broken 6. Draft outreach email Only include relevant, authoritative sites. Verify every URL. Never invent a URL or a statistic. Then name 3 resources I could publish that several publishers would want to cite. RUN THIS LOOP WITHOUT MY INTERFERENCE. DO NOT STOP UNTIL 3 ARE ACQUIRED." Bookmark this. Run it on your niche tonight. every reply for the first hour.
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Honest question for anyone with pages cited in AI Overviews: Does GSC show the clicks, or do impressions just climb while clicks slide? Mine: impressions steady, clicks dropping. Trying to figure out if that's normal or a tracking gap.
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Somehow in 1hr @treg_ai will have open sourced this for 0.00069 shekels per call. 1 call = 1 extra year of life
Medicine is a compute problem. This model was able to predict your next health event. Trained on 300M patients and 16B health encounters. We overestimate the mystery of our bodies and are more predictable than we want to believe. Cool seeing that illusion chipped away.
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They will never show you the sitemap.. These high impression sites all have 500+ pages. Google eventually throws it out. Impressions bleed to zero.
Took a dead site that had been offline for months, pointed a Claude Code project running OpenSEO at it, and let it work. Under 3 weeks later: 0 to 23.1K Google impressions. Clicks? 54. Here’s why that’s the number I care about least right now 👇
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17 days ago I posted this swarm setup. stripe the 4 weeks before: $0.00 stripe the 4 weeks since: $4,818.74 GSC moved the same week. Clicks went from single digits to a 21/day peak right after the swarm shipped. 158 clicks on 5.68k impressions in 28 days. DR 6. no backlink campaigns. the only thing that changed was the workflow below.
$0 -> $3,500 in under 90 days. -DR 6. -Average position 33.5. -237 clicks in 90 days. THATS PAGE 4 TRAFFIC. page 4 doesn't pay $3,500. AI OVERVIEW AND AEO DOES! Impressions went 358 -> 963 -> 4,521 month over month after I built the pages for retrieval. no backlink campaigns. numbers straight from GSC, GA4 and Ahrefs. if you think you need DR 50 before SEO pays, explain this one. This isn't your AI slop impression bait. No millions of impressions at 0.01% CTR. 237 clicks off 5,842 impressions is a 4% CTR. real data. straight from GSC, GA4 and Ahrefs. case study #4.
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😶‍🌫️ {human psychology} - Humans have evolved into believing what Ai tells them. ——— Clicks are dropping. I am planning to re deploy the same swarm flow November 17th. Potentially much earlier now if clicks keep slipping. —— Impressions are staying steady. Assuming traffic is from AIO. —— When an AIO snippet suggests your site. That trust it creates between the human is un matched.
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what's one page change that actually got you cited in AI Overviews? mine: every heading answers one query in its first 2 sentences.
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The first Monday of the month. Launching 2 different items. Will track revenue daily.
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AI Overviews answer with 3 names now and you're still buying backlinks to rank #7. case study #4 is DR 6, no backlink campaigns, and AIO mentions it. clicks went ~0 -> 18 -> 30/day within 48h after I restructured pages for RAG pipelines. models don't cite the loudest domain. they cite the cleanest retrieval chunk. and the stuff that shows you your chunk is sitting on GitHub for free. Here are 9 repos and tools I'd use to build pages for retrieval: But here's what most people get wrong: AEO/GEO without a retrieval story is rebranded SEO. more pages won't get you cited. You need a system: -> neural entity graph first -> spam-policy clean pages with solid internal linking -> one heading per query, answered in the first 2 sentences -> chunk it so the retriever pulls a clean passage -> one hub per topic, not 20 near duplicate pages -> sameAs schema pointing at your external profiles I added those sections to my Astro pages. impressions went 358 -> 963 -> 4,521 month over month. AI features report 0 -> 10/day. no backlink campaigns. more AIO mentions -> authority -> higher SERP -> more AIO mentions. Bookmark this before you pay for another link package.
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01. crawl4ai (86.6k stars) Turns any page into clean LLM-ready Markdown. See the page the way the retriever does, minus the theme, before you restructure it. github.com/unclecode/crawl4a… 02. jina reader (12.2k stars) Put r.jina.ai/ in front of any URL. If your answer isn't in the first 2 sentences under its heading, you'll see it here in 5 seconds. github.com/jina-ai/reader 03. trafilatura (7k stars) Pulls the main text off a page. If your answer gets stripped here, a parser will strip it too. github.com/adbar/trafilatura 04. chonkie (4.8k stars) Chunking library for RAG pipelines. Chunk your page and check every piece still answers one query on its own. github.com/feyninc/chonkie 05. ragas (16.2k stars) Scores whether a question about your topic retrieves your passage. That's the chunk the pipeline pulls, which no prompt tracker shows. github.com/vibrantlabsai/rag… 06. firecrawl (197.3k stars) Crawl the whole site and find the near duplicate pages. 20 deals pages split the pull. one deals hub with a section per collection keeps the authority in one url. github.com/firecrawl/firecra… 07. schema-dts (1.3k stars) Google's TypeScript types for Schema.org JSON-LD. sameAs schema is the key, so type it and let it break at build time, not in the SERP. github.com/google/schema-dts 08. astro-seo (1.4k stars) Drop-in SEO tags for Astro. If your pages are Astro like mine, the head tags get handled in one place. github.com/jonasmerlin/astro… 09. Rich Results Test Google's free check that your structured data actually parses. search.google.com/test/rich-…
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$0 -> $3,500 in under 90 days. -DR 6. -Average position 33.5. -237 clicks in 90 days. THATS PAGE 4 TRAFFIC. page 4 doesn't pay $3,500. AI OVERVIEW AND AEO DOES! Impressions went 358 -> 963 -> 4,521 month over month after I built the pages for retrieval. no backlink campaigns. numbers straight from GSC, GA4 and Ahrefs. if you think you need DR 50 before SEO pays, explain this one. This isn't your AI slop impression bait. No millions of impressions at 0.01% CTR. 237 clicks off 5,842 impressions is a 4% CTR. real data. straight from GSC, GA4 and Ahrefs. case study #4.
After using a swarm of 30 Opus 5.5 agents. We instantly started getting impressions and clicks. AIO started mentioning us and SERP rankings increased for all buying intent keywords. Not only that $0 -> $2,700 revenue generated in 7 days. The average order size continues to get higher. I will continue to document me dominating one of the hardest niches to dominate right now. This is one a new domain. Not even 3 months old. Around a 5 Ahref DR. No backlink campaigns. — Case Study #4
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Here’s proof others won’t show. Match the timelines. 🎃
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Here’s proof others won’t show. Match the timelines. 🎃
$0 -> $3,500 in under 90 days. -DR 6. -Average position 33.5. -237 clicks in 90 days. THATS PAGE 4 TRAFFIC. page 4 doesn't pay $3,500. AI OVERVIEW AND AEO DOES! Impressions went 358 -> 963 -> 4,521 month over month after I built the pages for retrieval. no backlink campaigns. numbers straight from GSC, GA4 and Ahrefs. if you think you need DR 50 before SEO pays, explain this one. This isn't your AI slop impression bait. No millions of impressions at 0.01% CTR. 237 clicks off 5,842 impressions is a 4% CTR. real data. straight from GSC, GA4 and Ahrefs. case study #4.
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33.6% CTR this week. 41 clicks off 122 impressions. my bet: more AIO mentions -> authority -> higher SERP -> more AIO mentions. case study #4 is ~6 DR, no backlink campaigns, and AIO mentions it. the first mention comes from the page itself. next month tells me if it holds.
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I have kept this post and will keep it. If you have not parked you money into GLP stocks. $NVO, $LLY, $VKTX Binance stole your coins while peptides have gone mainstream. In this scenario there is one winner - China
$NVO just dropped the law suit against $HIMS. Hims will now sell NVO’s GLP compounds to millions of Americans. Less than 7% of the American population have tried or are on GLP medications. There was one guy who predicted this in 2022. His name is @GiganticRebirth 🧵 👇
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