{"podcast":{"title":"In the Pit with Cody Schneider | Marketing | Growth | Startups","slug":"in-the-pit-with-cody-schneider-marketing-growth-startups-6006110","podcast_index_feed_id":6006110,"rss_url":"https://feeds.transistor.fm/in-the-pit-podcast","website_url":null,"image_url":"https://img.transistorcdn.com/rYqWHBY73Ly65raa-x6IZ3N0AlzlnuW8OkqGGJELY0k/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzM4Mzk2LzE2OTQ0/NDk3ODAtYXJ0d29y/ay5qcGc.jpg","author":"Cody Schneider","episode_count":68,"summary":"In the Pit shares what founders and marketers are seeing from the front lines. Join host Cody Schneider for personal brain dumps and conversations with business leaders to learn the strategies and tactics being used to acquire first customers, scale growth, and build thoroughbred marketing organizations. Listen down. Level up.","last_synced_at":"2026-09-23T20:18:04.566975+00:00","page_url":"https://stenobird.com/podcast/in-the-pit-with-cody-schneider-marketing-growth-startups-6006110"},"episode":{"title":"Data Scraping for GTM Engineering: 100+ APIs to Give Claude Code Now","slug":"data-scraping-for-gtm-engineering-100-apis-to-give-claude-code-now","published_at":"2026-09-22T20:29:48+00:00","page_url":"https://stenobird.com/podcast/in-the-pit-with-cody-schneider-marketing-growth-startups-6006110/data-scraping-for-gtm-engineering-100-apis-to-give-claude-code-now","show_page_url":"https://stenobird.com/podcast/in-the-pit-with-cody-schneider-marketing-growth-startups-6006110","url":"https://share.transistor.fm/s/153230bb","audio_url":"https://media.transistor.fm/153230bb/8bc2af32.mp3","summary":"Brought to you by https://www.graphed.com/ Deploy AI Agents for Marketing + GTM Intro Most of the marketing data you want is public. It's just not exposed. Ad platforms show you what makes you spend more with them, and hide the rest. Adrian runs Scrape Creators, an API for public social data. He spent this episode listing almost 20 tools that get at the stuff platforms don't hand over — creator emails, Instagram stories, full tweet history, every nutritionist in the United States. The real takeaway isn't any one API. It's that chaining them together takes an afternoon now. Google Maps → email finder → Instantly → booked meeting. No engineer. Timestamps (02:34) A customer got busted by Meta this week — where Adrian draws the legal line (08:41) Outlier identification: rank a creator's catalog, pull the transcripts, extract the hooks (12:31) The non-technical build loop — API docs into Perplexity, Python into a vibe coding tool, one-shot app (21:16) Hiker API — Instagram emails, followers, and stories from behind the login (25:56) Google Maps at scale — Targetron, Serper.dev, and the email enrichment chain on top Find Adrian - scrapecreators.com - adrian@thewebscrapingguy.com - https://x.com/adrian_horning_ on X","meta_description":"Brought to you by https://www.graphed.com/ Deploy AI Agents for Marketing + GTM Intro Most of the marketing data you want is public. It's just not exposed…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2019,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/in-the-pit-with-cody-schneider-marketing-growth-startups-6006110/episodes/data-scraping-for-gtm-engineering-100-apis-to-give-claude-code-now/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/in-the-pit-with-cody-schneider-marketing-growth-startups-6006110/data-scraping-for-gtm-engineering-100-apis-to-give-claude-code-now.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}