Explore the evidence / AI tasks
What people ask AI to do.
Claude conversation purpose and outputs, with the population, observation windows and classification limits beside the charts.
Find a chart, dataset, or source
- OECD technology co-useOrganisations · 28 countries and published mean
- US business and employee-use reportsOrganisations · two separate business measures
- Reuters Institute: weekly use and search exposureAccess & geography · separate survey measures
- UK business AI use and skills barriersOrganisations · separate UK survey
- One world. Two different measures.World geography
- How many people use generative AI?World geography
- Where is Claude used disproportionately?World geography
- Read one place across the evidence.World geography
- United Arab EmiratesWorld geography
- Use rises. The gaps remain.World geography
- Adoption rises; the North–South gap widens.World geography
- All 147 economies move upward.World geography
- The ten largest gainsWorld geography
- All four periods, side by side.World geography
- Population reachWorld geography
- National averages conceal local variation.United States
- Every county counts once.United States
- From states to individual counties.United States
- Adoption differs across European economies.Organisations
- Where European firms have adopted AIOrganisations
- Read sector growth with its coverage.Organisations
- Sector growth needs a coverage lensOrganisations
- Size, scaling and returns answer different questions.Organisations
- Larger firms pull ahead with agentsOrganisations
- Personal gains and organisational returnsOrganisations
- Deployment expanded across functions.Organisations
- Use differs by education and role.Work & learning
- Use across the workforceWork & learning
- Access differs by education and roleWork & learning
- Faster work is one outcome among several.Work & learning
- What AI users reportWork & learning
- Widespread use meets uneven provision.Work & learning
- Students use more than institutions provide.Work & learning
- A gap between teacher use and training.Work & learning
- Adoption does not establish critical use.Work & learning
- Critical use is uneven within adoption.Work & learning
- What adoption leaves unresolved.Work & learning
- Conversations extend beyond paid work.AI tasks
- Purpose of Claude conversationsAI tasks
- Answers, documents and guidance are common outputs.AI tasks
- Three common outputsAI tasks
- The same output can serve different purposes.AI tasks
- The same output, different purposesAI tasks
- Behind the headline numbers.Evidence library
- Microsoft research in brief.Evidence library
- Five reports. Every page.Evidence library
- Global · H1 2025Evidence library
- Global · H2 2025Evidence library
- Global · Q1 2026Evidence library
- Global · Q2 2026Evidence library
- United States · Q1 2026Evidence library
- Data, reports and source files.Evidence library
- Microsoft geographic dataEvidence library
- Survey, sector and geographic evidenceEvidence library
- Five original reportsEvidence library
- Transcriptions and provenanceEvidence library
- Methods, caveats and attribution.Evidence library
- Know what each number can carry.Evidence library
- The Microsoft collection: definitions and provenance.Evidence library
- All datasets and downloads · CSV, JSON, PDF and textEvidence library
- Read all 94 original report pagesEvidence library
- Search 65 transcribed tables and recordsEvidence library
- Complete methods, caveats, provenance and licencesEvidence library
- 147 economies · four-period table and country searchWorld geography
- US states, metros and all 3,143 counties · search, filter, exportUnited States
No matching views. Try a broader topic, or browse the six areas above.
Each chart keeps its own population and observation period. Wide charts can be scrolled horizontally; open the values beneath any chart for the underlying observations.
01 / What people ask AI to do
Conversations extend beyond paid work.
In the May 2026 Claude chat and Cowork sample, 43.36% of classified conversations were work-related, 40.20% personal and 16.45% coursework. These are conversation shares from one provider, not population adoption rates.
Purpose of Claude conversations
Global chat and Cowork sample, May 2026; 0–100%.
Exact values and populations
| Measure / group | Share | Observation period | Population |
|---|---|---|---|
| Work | 43.36% | May2026 | Global sampled Claude chat/Cowork conversations in calendar May2026 |
| Personal | 40.2% | May2026 | Global sampled Claude chat/Cowork conversations in calendar May2026 |
| Coursework | 16.45% | May2026 | Global sampled Claude chat/Cowork conversations in calendar May2026 |
02 / The resulting artefacts
Answers, documents and guidance are common outputs.
The output analysis covers 10 April–10 June 2026. Explanations or answers, documents or reports, and guidance are selected categories, not the complete output distribution.
Three common outputs
Chat and Cowork, 10 April–10 June 2026; 0–100%.
Exact values and populations
| Measure / group | Share | Observation period | Population |
|---|---|---|---|
| Explanations / answers | 17% | 10Apr–10Jun2026 | Sampled Claude chat/Cowork conversations |
| Documents / reports | 15% | 10Apr–10Jun2026 | Sampled Claude chat/Cowork conversations |
| Guidance | 11% | 10Apr–10Jun2026 | Sampled Claude chat/Cowork conversations |
03 / Outputs within each purpose
The same output can serve different purposes.
Documents and reports appear in 20% of work conversations, 21% of coursework conversations and 6% of personal conversations. Each row has its own conversation base; the three values are not parts of one total.
The same output, different purposes
Share producing a document/report within each purpose category; 0–100%.
Exact values and populations
| Measure / group | Share | Observation period | Population |
|---|---|---|---|
| Work conversations | 20% | 10Apr–10Jun2026 | Conversations within the indicated purpose category |
| Coursework conversations | 21% | 10Apr–10Jun2026 | Conversations within the indicated purpose category |
| Personal conversations | 6% | 10Apr–10Jun2026 | Conversations within the indicated purpose category |
Outputs are not outcomes: a generated document does not establish its accuracy, adoption or value. Conversation shares also differ from the share of people using AI.
Anthropic Economic Index: Cadences, 26 June 2026. Automated, privacy-preserving classification; consumer Free/Pro/Max chat and Cowork. These panels exclude Claude Code and API traffic. The report and monthly dataset use different observation windows.