LIVE INDEX • UPDATED NOVEMBER 1, 2026

AI Sentiment Index

Tracking mainstream media coverage of AI — is the narrative driven by fear and caution, or excitement and optimism?

22
Sentiment Score
189
Articles Analyzed
57%
Fear-Framed
0%
Excitement-Framed
22/100
High Fear
FearNeutralExcitement

Article Breakdown

How this week's AI coverage was framed

17
Fear-Framed Articles
57%
13
Neutral Articles
43%
0
Excitement-Framed Articles
0%

This Week's Themes

Fear Themes

Existential and catastrophic AI riskAI-driven job displacement and unemploymentNeed for AI regulation and safety oversight

Excitement Themes

AI Companies in the News

6
Anthropic
3
OpenAI
1
Google
1
Meta

This Week's Insights

## This Week's AI Media Narrative **Fear dominates completely.** With 57% fear-framed articles and zero excitement framing, this week's coverage is unusually negative — suggesting either a specific triggering event or a broader media shift away from AI optimism. **Existential risk is the headline driver.** The fear narrative clusters around catastrophic risk and job displacement rather than near-term harms, indicating coverage has moved toward longer-horizon, higher-stakes concerns — territory that tends to generate more emotional engagement than policy-focused stories. **Anthropic is carrying the most scrutiny.** Appearing in 6 of 30 articles, Anthropic's outsized presence likely reflects its positioning as a "safety-focused" company — making it a natural anchor for existential risk discussions, even if not always negatively framed. OpenAI's comparatively lower mentions may signal reduced controversy or simply a quieter news week for the company.

Sample Headlines

Methodology

The AI Sentiment Index tracks how mainstream media frames artificial intelligence each week:

Keyword Buckets

Fear keywords: AI risk, AI job loss, AI regulation, existential risk, AI dangers, deepfakes, AI replacing workers

Excitement keywords: AI breakthrough, AI benefits, AI productivity, AI innovation, AI opportunity, AI discovery

Classification

Each article is classified by AI as fear-framed, excitement-framed, or neutral based on overall tone and framing.

Index Score

The score (0-100) reflects the balance: 0 = all fear coverage, 50 = balanced, 100 = all excitement coverage.

Frequently Asked Questions

What does the score mean?

The score ranges from 0 (all fear-framed coverage) to 100 (all excitement-framed coverage). A score around 50 indicates balanced media coverage.

Is this tracking public opinion?

No. This tracks how media outlets frame AI stories, not what the public thinks. Media framing can influence public opinion over time, but they're not the same thing.

How often is this updated?

The index updates every Sunday with the previous week's news coverage analysis.

Why track AI sentiment?

Media narratives shape policy discussions, investment sentiment, and public understanding of AI. This index helps track shifts in how AI is being portrayed.

Track AI Sentiment for Your Brand

Flogent Insights provides custom AI and technology sentiment tracking for companies navigating the AI landscape.

Data updates weekly. Last update: November 1, 2026