Viral Hooks
Trending short videosExplaining AI's unreliable information sources
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Shots Text1:40

Performance

Views
2.2M
Likes
317.8K
Comments
2K
Engagement
14.8%
Outlier
14.2×
Length · 11 Aug 2026
1:40

Video #38549 · Speaker address

Explaining AI's unreliable information sourcesfrom @wetclaude

[01]

Overview

The creator explains her research into why AI search engines provide strange and unfamiliar sources. She reveals that reputable websites use robots.txt files to block AI crawlers, forcing AI to pull from an 'unlocked web' of lower-quality, often AI-generated content, and advises viewers to practice AI literacy by checking the sources themselves.

[02]

Simple outline

  1. 1State an AI anomaly
  2. 2Uncover the systemic cause
  3. 3Reveal the feedback loop
  4. 4Offer a literacy tip

[03]

Related videos

[04]

Classification

Concepts
Breakdown
Elements
Image OverlayPodcast SetupJump Cut

[05]

Hook analysis

What stops the scroll in the first 3 seconds

Verbal hook · 75%

I've logged every source that my AI has been giving me since June.

Visual hook · 25%

A direct-to-camera shot of the speaker in a well-lit room with a professional broadcast microphone prominently in the frame, signaling an expert-led discussion or podcast-style content.

[06]

Hook template

Steal this for your own video

I've tracked every [data point] my [tool or source] has given me since [start date].

  • — I've tracked every ingredient my meal prep app has recommended me since January.
  • — I've tracked every stock pick my financial newsletter has given me since March.
  • — I've tracked every diagnosis suggestion my symptom checker has given me since last summer.

[07]

Hook and payoff

The promise the opener makes, and how the video pays it back

Hook

A personal, intriguing observation of an unexplained pattern or 'weird thing' that creates an immediate mystery.

Payoff

A simple, actionable piece of advice is given to the viewer, empowering them to navigate the newly revealed system and framing the entire investigation as a lesson in literacy.

[08]

Narrative framework

The structural pattern this video runs on

Framework

The Investigative Reveal

Presenting a personal, intriguing anomaly and then systematically investigating its root cause, revealing a larger, hidden systemic issue, and concluding with an empowering, actionable insight for the audience.

  1. 1

    The Anomaly Hook

    The speaker presents a personal, unexplained observation or mystery, creating an immediate curiosity gap.

  2. 2

    The Credibility Anchor

    The speaker establishes their authority or the stakes of the investigation by providing relevant background or context.

  3. 3

    The First Clue: The Locked Door

    The investigation begins, revealing the first piece of evidence: a deliberate barrier or restriction put in place by a trusted entity.

  4. 4

    The Systemic Shift

    The problem is scaled up from an isolated incident to a widespread, systemic trend, often supported by a key statistic.

  5. 5

    The Root Cause Reveal

    The underlying motivation for the systemic shift is explained, providing the ultimate 'why' behind the behavior.

  6. 6

    The Conceptual Framework

    A new, memorable term is coined to define the resulting environment or problem, making a complex idea simple and sticky.

  7. 7

    The Shocking Revelation

    The climax of the investigation, which reveals a counter-intuitive or self-referential feedback loop at the heart of the problem.

  8. 8

    The Deception Mechanics

    The specific tactics and methods used within the problematic system are detailed, explaining *how* the issue manifests.

Themes

  • AI literacy
  • Misinformation
  • Technology ethics
  • Digital information ecosystems

Techniques

  • Direct address
  • Data-driven argument
  • Investigative storytelling

Post caption

just so we all have the information

Text overlays

  • contextual · beginning

    Malware by Boys Club not boring tech and business news

  • contextual · beginning

    Actually the best newsletter in my inbox.

  • contextual · beginning

    THIS IS NOT A BRAND

  • title · beginning

    This is what AI says to buy

  • informational · middle

    *robots.txt is a request, not a lock blocking training doesn't block retrieval

  • informational · middle

    60% of reputable sites disallow at least one AI crawler.

  • title · middle

    THE UNLOCKED WEB

  • informational · middle

    1 in 6 written by AI

  • contextual · middle

    *across product prompts

  • title · end

    POST-HOC CITATION

  • title · end

    AI LITERACY 👍👍👍

Transcript

I've logged every source that my AI has been giving me since June. Not the answers, but the sources or the citations, and this really weird thing has been happening. I recognize almost none of them. Why I'm doing this? The past five years, I've been writing a newsletter on tech, and right now I'm doing a research project on AI and shopping. So I'm looking at a lot of data right now about how AI is recommending products. So I went looking for why this is happening, and I looked at consumer reports. They've been testing products since 1936. But if you read their robots file, GPT bot disallow, Google's AI crawler disallow, common crawl, which feeds a bunch of these training sets disallow. They just don't want their testing scraped. And that's happening everywhere. So 60% of high credibility news sites now block AI crawlers. And the reason is this crazy stat, which is that traffic from bots and crawlers has now greater than human traffic on the web. So the sites with something to lose started to put up no entry signs, basically. So when you search something on cloud or chat tier browsing on, it's not necessarily reading the Internet. It's reading a part of the Internet that still lets those crawlers in. Let's call this the unlocked web. And here's what the unlocked web is actually made up of now. Researchers checked 26,000 sources that AI search engines had cited, and one in six was written by another AI. There's now this entire supply side building pages specifically for AI to pick up. It's AI cloning versions of existing sites or creating listicles. 44% of everything ChatChippity sites is from a best of listicle, including lists where the brand ranked itself number one. There's also this thing called post hoc citation, which is really important to learn. What happens is the model writes the answer first and then goes and looks for sources that support that answer. So all that said, when Chachapiti or Claude gives you a link, click it. See what's there. See if your answer's on that page. And this is all in the spirit of AI literacy, I think is important for people to learn and to understand.

Explaining AI's unreliable information sources | Viral Hooks