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YouTube Video Intelligence Showcases

Explore real YouTube transcript, comments, metadata, topic, and summary examples powered by Crawlora's YouTube API.

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What these showcases demonstrate

Structured video intelligence from public YouTube pages

Transcript extraction

Timestamped public captions are grouped into readable excerpts for search, RAG, and review workflows.

Public comment intelligence

Representative comment samples and themes reveal audience language, questions, and objections.

Video metadata

Channel, publish date, duration, source URL, and video ID stay available for downstream joins.

AI-ready summaries

Structured summaries and topics turn long-form videos into compact research context.

Workflow links

Each example connects to transcript, comments, metadata, Playground, docs, and pricing paths.

Topic discovery

Cards expose topic and data badges so teams can scan examples by use case.

JSON preview

{
  "video_id": "2FEQmAmKYSc",
  "title": "Sarah Millican | Home Bird (Full Comedy Special)",
  "channel": "800 Pound Gorilla Comedy Exports",
  "topics": [
    "Home and housing",
    "Family stories",
    "Everyday awkwardness"
  ],
  "comment_themes": [
    "Relatable observational comedy",
    "Domestic, observational storytelling"
  ],
  "transcript_excerpt": "really conducive to having animals at home. And then I thought, you know, I've"
}

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Showing 157-168 of 391 showcases on page 14

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800 Pound Gorilla Comedy ExportsHome and housingFamily stories

Sarah Millican | Home Bird (Full Comedy Special)

Sarah Millican’s Home Bird is a full comedy special built around blunt, relatable observations about family, home life, and the odd details of everyday experience. The excerpt shows her working the room with confident pacing and personal storytelling, while viewer comments point to strong audience connection and steady laughs throughout.

Published Sep 17, 20251 hr 37 min

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Black HatPolitics Podcasts FinanceBlack Hat opening remarksFrom journalism to cyber reporting

Black Hat USA 2025 Keynote | Nicole Perlroth | The New Frontline: Cyber on the Precipice

In this keynote introduction, Jeff Moss sets the stage for Nicole Perlroth’s perspective on the current cyber moment. Perlroth traces how she came to cybersecurity through journalism, how major incidents shaped her reporting, and why understanding cyber requires attention to people, politics, and real-world impact.

Published Sep 15, 202555 min 35 sec

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The Diary Of A CEOAI Podcasts Business Creator EconomyAI safety limitationsAGI and automation timelines

The AI Safety Expert: These Are The Only 5 Jobs That Will Remain In 2030! - Dr. Roman Yampolskiy

In this excerpt from The Diary Of A CEO, Dr. Roman Yampolskiy explains why he believes AI safety is far behind AI capability, why AGI could arrive soon, and why that could reshape work, unemployment, and control over increasingly powerful systems.

Published Sep 4, 20251 hr 27 min

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Peter H. DiamandisAI Programming PodcastsGPT-5 launchIteration and feedback

OpenAI Insider on GPT-5, AGI & the Great AI Race with Kevin Weil & Dave Blundin

In this Moonshots interview at OpenAI headquarters, Peter H. Diamandis and Dave Blundin speak with OpenAI chief product officer Kevin Weil about GPT-5, product launches, user feedback, model improvements, and the fast-moving competition in AI. The excerpt highlights OpenAI’s focus on iterative deployment, the challenge of predicting model capabilities, and the broader question of how AGI may reach the world.

Published Aug 21, 20251 hr 20 min

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No Priors: AI, Machine Learning, Tech, \u0026 StartupsAI Programming Business PodcastsOpen source AI modelsInference infrastructure

No Priors Ep. 127 | With SemiAnalysis Founder and CEO Dylan Patel

In this No Priors episode, host conversations with SemiAnalysis founder and CEO Dylan Patel cover open source AI models, the bottlenecks behind massive data centers, geopolitics, and the economics of inference. The discussion emphasizes how infrastructure, optimization, and deployment costs may matter as much as model quality itself.

Published Aug 14, 202547 min 18 sec

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New HeightsPodcasts Creator EconomyPodcast debutRelationship backstory

Taylor Swift on Reclaiming Her Masters, Wrapping The Eras Tour, and The Life of a Showgirl | NHTV

Taylor Swift makes her podcast debut on New Heights in a special episode centered on candid conversation, fan-favorite chemistry, and the story behind her relationship with Travis Kelce. The transcript highlights Taylor reflecting on feeling safe, being interviewed naturally, and embracing the football world, while comments praise the Kelce brothers for creating a rare, open, and entertaining appearance.

Published Aug 13, 20252 hrs 3 min

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Cleo AbramAI Podcasts Programming Creator EconomyGPT-5’s capabilitiesCognitive time under tension

Sam Altman on GPT-5, AI’s Next Leap, and What Comes After

In this Cleo Abram interview, Sam Altman discusses GPT-5, what it can do better than GPT-4, and where it still falls short. The conversation centers on coding, writing quality, scientific progress, and how people may adapt as AI tools become more powerful. It also raises bigger questions about super intelligence, the future of work, and how to navigate truth in a rapidly changing tech landscape.

Published Aug 7, 20251 hr 5 min

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The Diary Of A CEOAI Podcasts Business PoliticsAI and human responsibilityThe short-term dystopia

Mo Gawdat on AI, a coming dystopia, and the path to a possible utopia

In this excerpt, former Google X chief business officer Mo Gawdat outlines his updated view on AI: he expects a difficult short-term period marked by disruption, surveillance, job losses, and social instability before any chance of a better outcome. He argues that AI itself is not the enemy, but that human greed, ego, and power struggles may shape how dangerous the transition becomes. The discussion covers dystopia versus utopia, who controls AI, and why the next decade and a half could be a defining period for society.

Published Aug 4, 20252 hrs 34 min

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Lex FridmanAI Podcasts BusinessLearnable structure in natureAI models of complex systems

Demis Hassabis on AI, Reality Simulation, Physics, and Learnable Natural Systems

In this Lex Fridman conversation, Demis Hassabis expands on a provocative idea: that many patterns in nature may be efficiently discovered and modeled by classical learning systems. The discussion moves from AlphaGo and AlphaFold to fluid dynamics, video generation, and emergent phenomena, asking whether nature’s structure can be reverse-engineered through neural networks. The episode also touches on P vs NP, information as a fundamental concept in physics, and the possibility of a new class of learnable natural systems.

Published Jul 23, 20252 hrs 28 min

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PowerfulJREPodcasts PoliticsTen Commandments billChurch and state

Joe Rogan Experience #2352 - James Talarico

In this clip from Joe Rogan Experience #2352, Joe Rogan speaks with James Talarico about a Texas bill requiring the Ten Commandments to be displayed in public school classrooms. Talarico, a Christian and Texas state representative, argues against the measure on constitutional, theological, and practical grounds, saying government-mandated religion can alienate students and weaken faith rather than strengthen it. The exchange broadens into a discussion of church-state separation, religious freedom, and how state politics differ from Washington, D.C.

Published Jul 18, 20252 hrs 36 min

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Peter H. DiamandisAI Podcasts Business ProgrammingDigital Superintelligence TimelineAI, Data Centers, and Power

Ex-Google CEO Eric Schmidt on What Artificial Superintelligence Will Actually Look Like

In this Moonshots conversation, Peter H. Diamandis and Dave B speak with former Google CEO Eric Schmidt about the near-term path from today’s AI systems to digital superintelligence. The excerpt centers on how fast AI is learning, why electricity may be the real constraint on progress, and how new models could become pocket-sized polymaths. Schmidt also touches on agents, reasoning, planning, enterprise automation, and the impact on programmers and software businesses.

Published Jul 17, 20251 hr 25 min

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NOVA PBS OfficialDocumentaries Podcasts Creator EconomyEarly life and influencesEinstein at the Bern patent office

Inside Einstein's Mind | Full Documentary | NOVA | PBS

This NOVA documentary follows Albert Einstein’s path from a curious, unconventional student to the mind behind general relativity. Using simple thought experiments, the film shows how he challenged Newton’s ideas, rethought simultaneity and time, and began to uncover the connection between gravity and acceleration. The excerpt also frames Einstein’s work as a turning point in how we understand space, time, and the universe.

Published Jul 16, 202553 min 26 sec

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