YouTube Comment Sentiment Analysis

What 77 real comments reveal about AI anxiety in 2026

Every substantive comment on Alex Hormozi's "How to Win With AI in 2026" — scraped, filtered for spam, classified by theme, and scored for sentiment. Built within hours of the video going live.

Source: YouTube · March 31, 2026103 raw → 77 analyzed26 spam/noise removed

Comments Analyzed

+42%

Net Sentiment

Themes Found

Genuine Skeptics

01 — Data quality

25% of comments are noise. Here's what survived.

Before analyzing sentiment, we stripped the signal from the noise. What remains are 77 comments worth reading.

Kept (77)

Expressed a real opinion51

Community humor / social9

Generic but genuine praise15

Meta / observational8

Cut (26)

Shill Caddun crypto spam10

Race "First!" / "Early!"6

Empty Emoji-only / gibberish6

Bot Failed bots / self-promo4

Coordinated shill campaign detected. 10 fake accounts posted identical "Caddun CDN token" messages within a 10-minute window — 2 templates, 5 copies each. Classic crypto spam targeting a high-traffic video in its first hour. Hormozi's audience is a target, not just a community.

02 — Sentiment

Almost nobody is debating whether AI matters

Of 77 substantive comments, 5 push back on AI itself. The other 72 are arguing about speed, strategy, and stakes.

Positive · 46 (60%)

Neutral · 17 (22%)

Concerned · 14 (18%)

The 18% "concerned" aren't anti-AI. They're worried about pace ("the world is about to change FAST"), economic second-order effects ("who will be the customers?"), and Hormozi's own body language ("it's in your eyes"). Only 5 comments — 6.5% — express actual skepticism, and even those are specific critiques: his software blind spot, his pivot motive, his economic reasoning. Zero comments say "AI is a fad."

What are people actually talking about?

03 — Engagement

The comments people agree with aren't the ones you'd expect

Likes measure resonance, not just sentiment. The gap between what gets written and what gets endorsed is the real signal.

Most Liked Comments

Total Likes by Theme

Humor dominates likes (137) but represents only 9 comments. That's 15.2 likes per comment — the highest engagement rate by far. Practical insight is second at 6.4 per comment. Bullish optimism writes the most comments but earns fewer likes per post (4.4) than urgency/fear (2.5). The audience upvotes personality and utility. Raw enthusiasm gets posted but not endorsed.

04 — Seven voices

Each theme tells a different story about where this audience is

Expand each theme to read the comments that define it.

05 — The signal

What 77 strangers are trying to tell you

The debate isn't whether AI matters. It's whether you're already too late.

A realtor has 20 AI agents. A programmer warns "the button jockeys are cooked." Someone picked up a second remote job and uses AI for both. One commenter saw something in Hormozi's eyes he'd never seen before — not excitement, not fear, but gravity. The most liked comment in the entire thread isn't about AI at all — it's about Alex wearing a shirt. That's the tell: this audience processes existential information through humor. They're not panicking. They're coping at speed. The 5 genuine skeptics aren't arguing AI is fake — they're arguing Hormozi doesn't understand software economics. Even the pushback assumes AI is real. The question this comment section is asking, over and over, in a dozen different voices: "Am I moving fast enough?"

This analysis updates as comments arrive

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