Newsletter Autopilot

1. 01X: this week's top posts on AI Overviews and SEO3.5 s wall timeNov 3, 2026, 18:46 UTC
   → calldata_x_discovercopy

   {
     "action": "search",
     "query": "\"ai overviews\" seo",
     "section": "top",
     "min_likes": 20,
     "start_date": "2026-10-27",
     "limit": 20,
     "response_format": "raw"
   }

   ← result

   {
     "results": [
       {
         "tweet_id": "2117602399947026591",
         "creation_date": "Tue Nov 03 12:58:49 +0000 2026",
         "text": "Most people still think SEO is just about ranking on Google.\n\nThat’s outdated. 👇\n\nModern SEO is evolving into 5 powerful systems:…",
         "favorite_count": 45,
         "reply_count": 6,
         "retweet": false,
         "user": {
           "username": "ai_with_orbit"
         }
       },
       {
         "tweet_id": "2117297378739052728",
         "creation_date": "Mon Nov 02 16:46:47 +0000 2026",
         "text": "Google revealed how sites *must* be named if you want to show in traditional and AI search.\n\nThis comes straight from Google's John Mueller.…",
         "favorite_count": 84,
         "reply_count": 26,
         "retweet": false,
         "user": {
           "username": "alexgroberman"
         }
       }
     ]
   }

   » Trimmed: 19 more posts of 21, the next-page token, and the fields this step doesn't read (views, media, the author's profile)

2. 02Web: this week's news on Search Console1.8 s wall timeNov 3, 2026, 18:46 UTC
   → calldata_web_searchcopy

   {
     "query": "Google Search Console",
     "sources": [
       "news"
     ],
     "tbs": "qdr:w",
     "limit": 8
   }

   ← result

   {
     "success": true,
     "data": {
       "news": [
         {
           "title": "What Search Console Can Still Tell You When Indexing Data Lags",
           "url": "https://www.searchenginejournal.com/what-search-console-can-still-tell-you-when-indexing-data-lags/595016/",
           "date": "4 days ago"
         },
         {
           "title": "Gary Illyes Implies Click Data Not Coming To Google Search Console AI Reporting",
           "url": "https://www.seroundtable.com/click-data-search-console-ai-reporting-42437.html",
           "date": "1 day ago"
         }
       ]
     }
   }

   » Trimmed: 6 more results of 8, their snippets and images, and the payload's other fields

3. 03Read the keeper that earns the lead item1.3 s wall timeNov 3, 2026, 18:47 UTC
   → calldata_web_scrapecopy

   {
     "url": "https://www.seroundtable.com/google-ai-overviews-mode-ctr-42421.html",
     "formats": [
       "markdown"
     ],
     "onlyMainContent": true
   }

   ← result

   {
     "success": true,
     "data": {
       "markdown": "…Everyone has been asking, what is the click-through rate you get from Google Search AI features such as AI Overviews and AI Mode. Well, a new small study says the click-through rate is about 0.9%. The study also showed that when you opt out of showing in Google's Search generative AI, it also leads to a drop in clicks in the main web results.…"
     }
   }

   » Trimmed: the page's navigation before this paragraph, the rest of the article (33,770 characters in all), and the payload's other fields

The five keepers went into issue_material with a short summary each, which is also the skill's repeat ledger: a URL already there is skipped on the next night. Claude (Opus 5.5) in Claude Code wrote the draft below from those five, by the skill's send-day step.