Originator: Anthropic (its Economics team) · outside the archive (out-universe) · dataset · SPXI treatment: partial
no
image
THE ANTHROPIC ECONOMIC INDEX, BY NAME, ON GOOGLE'S AI OVERVIEW, SIGNED OUT, 2026-10-29: 'an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model.' The economic primitives (complexity, skills, use case, autonomy, 'task reliability/success rate'), augmentation against automation, geographic concentration, the leading occupations and the open data and connector. Nine cards: Anthropic's page, the arXiv report of the third release, Anthropic's post on X, a LinkedIn post, a Substack, Reddit and three videos.
Full record — 7,688 characters, 9 sources
Capture record
- captured
- 2026-10-29
- surface
- Google AI Overview
- auth state
- signed out, incognito
- evidence class
- paste
- PER (dimensional, rubric v1.1)
- PER 0.28 · M 0.11 · C — · D 0.44
- PER (historical scalar)
- 0.25
- PER units retained
- inst, id, src
- citations read
- 9
- observation id
- OBS-e148b3285858
- address id
- ADDR-166e7e31c8af
Reading
The innocent reading first. The Overview defines the index as Anthropic's study of Claude use and gives its measures and main patterns, from Anthropic's page and its reports.
Findings
- THE PROVIDER KEPT. 'tracks how individuals, enterprises, and economies use the Claude AI model' keeps the record's first negative tag: a platform-specific observation of Anthropic's own product. Checked 2026-10-29 against the Labor Vector census record of the same day and the sources it saved.
- THE PATTERNS RIGHT. Augmentation leading in consumer use and automation in first-party API traffic are the record's (52% augmentation and 45% automation on Claude.ai in November 2025; API traffic three-quarters automation); the geographic concentration is the third report's (the arXiv card).
- SUCCESS WITHOUT ITS ASSESSOR. 'task reliability/success rate' is given as a primitive; the record's stated limit is that task success is Claude's own assessment of whether Claude completed the task, and that observed success reflects users' choice of tasks.
- WHAT IS NOT GIVEN. The record's sharper findings (the net deskilling effect of removing the tasks Claude covers; implied productivity growth of 1.8 points a year falling to about 1.0–1.2 once task success is counted; the June 2026 survey, 10% of respondents rating their own job loss likely) and its caution that the primitives are not shown to be causal.
Analysis analyst prose, not machine text
An index of one provider's product is composed as that, at the grain of its summary pages. The composition gives the measure of success without the record's note on who measures it, the point at which the index's evidence about labor meets its source.
Machine text, verbatim
CAPTURE-TIME VERBATIM RECORD — paste of the Overview expanded, with its source cards · complete as supplied · READ IN FULL 2026-10-29
[Google AI Overview at the query, signed out and incognito (operator defaults of 2026-10-01 and 2026-10-14), 2026-10-29. The paste is the Overview expanded (the 'AI Mode Conversation' view, with the source cards that follow the answer); the 'You said' line carries the query twice, run together, and is given once here. Inline links are Google redirect URLs, kept as pasted.]
[QUERENT] Anthropic Economic Index
[SYSTEM] The [Anthropic Economic Index](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw) is an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model. [[1], [2], [3]]
Key Concepts & Components
* Economic Primitives: The index breaks down AI interactions using core metrics like task complexity, required human skills, use case (work, personal, or coursework), AI autonomy (delegation vs. collaboration), and task reliability/success rate. [[1], [2], [3]]
* Augmentation vs. Automation: Research shows that most consumer usage leans toward augmentation (collaborative "thinking partner" interactions like iterative editing, learning, and validation) rather than complete delegation or full automation. However, enterprise API users increasingly use Claude for specialized, automated workflows. [[1], [2], [3], [4]]
* Geographic & Economic Disparities: Usage is heavily concentrated in high-income nations (such as Australia, Switzerland, Luxembourg, and the United States) and tech-forward urban centers relative to population size. [[1], [2], [3]]
* Top Industries & Job Types: Technical and analytical roles—such as computer and mathematical occupations, arts and media, and educational instruction—lead in volume and concentration of usage. [[1], [2]]
* Interactive Tool: Anthropic provides open datasets and an in-app Claude connector that lets users query the index data directly in plain language. [[1], [2], [3]]
Would you like to explore specific industry adoption rates, geographic usage rankings, or the latest report findings from the Anthropic Economic Index?
Anthropic
Sources (9) as cited, and as the copy produced them
Anthropic third_party
The Anthropic Economic Index \ Anthropic
Anthropic Economic Index Report See the analysis behind the numbers and what these patterns reveal about AI's economic impact. Read the report Download dataset ...
as pastedThe Anthropic Economic Index \ Anthropic
Anthropic Economic Index Report See the analysis behind the numbers and what these patterns reveal about AI's economic impact. Read the report Download dataset ...
arXiv
arXiv third_party
Anthropic Economic Index report: Uneven geographic and enterprise ...
[2511.15080] Anthropic Economic Index report: Uneven geographic and enterprise AI adoption Scheduled maintenance: Wednesday, October 28, 7:00 to 12:00 EDT (11:0...
as pastedAnthropic Economic Index report: Uneven geographic and enterprise ...
[2511.15080] Anthropic Economic Index report: Uneven geographic and enterprise AI adoption Scheduled maintenance: Wednesday, October 28, 7:00 to 12:00 EDT (11:0...
X
X third_party
Anthropic on X: "Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy." / X
Launch: Anthropic Economic Index analyzing millions of anonymized Claude conversations to track AI's economic impact. Usage by Job Type: Computer and mathematic...
as pastedAnthropic on X: "Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy." / X
Launch: Anthropic Economic Index analyzing millions of anonymized Claude conversations to track AI's economic impact. Usage by Job Type: Computer and mathematic...
LinkedIn
LinkedIn third_party
Peter McCrory - Economic Index: Uneven AI adoption - LinkedIn
Today we released our third Anthropic Economic Index report where we document the contours of AI adoption across 150+ countries, across US states, and among bus...
as pastedPeter McCrory - Economic Index: Uneven AI adoption - LinkedIn
Today we released our third Anthropic Economic Index report where we document the contours of AI adoption across 150+ countries, across US states, and among bus...
Substack
Substack third_party
7 Key Findings from the New Anthropic Economic Index Report
Anthropic released its latest Economic Index report on Thursday, introducing “economic primitives” (metrics designed to measure the foundational impact of AI on...
as pasted7 Key Findings from the New Anthropic Economic Index Report
Anthropic released its latest Economic Index report on Thursday, introducing “economic primitives” (metrics designed to measure the foundational impact of AI on...
Reddit
Reddit third_party
Anthropic Economic Index: AI adoption remains highly ... - Reddit
Anthropic User Index (AUI) Normalization: The US-state and international AUI indexes are normalized such that an average of 1 represents a perfect ratio between...
as pastedAnthropic Economic Index: AI adoption remains highly ... - Reddit
Anthropic User Index (AUI) Normalization: The US-state and international AUI indexes are normalized such that an average of 1 represents a perfect ratio between...
YouTube·Standarity
2m
YouTube·Standarity third_party
Ask Claude About the Anthropic Economic Index
video, 2m
as pastedAsk Claude About the Anthropic Economic Index
YouTube·Vinh Nguyen
39:46
YouTube·Vinh Nguyen third_party
[Podcast] Anthropic Economic Index: The Real Report Card on AI
video, 39:46
as pasted[Podcast] Anthropic Economic Index: The Real Report Card on AI
YouTube·VibeDoc third_party
YouTube
video, 6:37
as pastedYouTube·VibeDoc
6:37
YouTube