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Market
Household administration and resource planning
How far AI got on each kind of work in this market, and the update that showed it.
Work
2
2 with evidence
Furthest level reached
L2
Partial automation
Evidence
7
0 pulled back by an evidence tier
Work in this market
Open a row to read the updates behind its level.
Record household income and expenses and manage budgets3 evidence0 tasksL2Partial automation
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L2Partial automation | L2 | T3Vendor self-report | Finances in ChatGPT rolls out to Free and Go users in the U.S. source | 2026-10-02 |
| L2Partial automation | L2 | T3Vendor self-report | Gemini in Sheets builds spreadsheets from prompts source | 2026-09-21 |
| L1Assisted | L1 | T3Vendor self-report | Grok connects financial accounts via Plaid in the U.S. source | 2026-09-04 |
Plan household schedules purchases and errands4 evidence0 tasksL2Partial automation
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L1Assisted | L1 | T3Vendor self-report | ChatGPT Voice gains plugins and GPT-6 Astra, Sol, Luna source | 2026-09-23 |
| L2Partial automation | L2 | T3Vendor self-report | Google Labs launches CC, an AI agent for families source | 2026-09-17 |
| L1Assisted | L1 | T3Vendor self-report | Gemini Live can help declutter using camera source | 2026-09-09 |
| L2Partial automation | L2 | T3Vendor self-report | Meta launches Muse personal AI agent source | 2026-09-08 |
Occupations this market is served by
One market is served by several occupations, so these are not shares of a job.
No occupation has been linked to this market yet.
The market-to-occupation edges are published per market; this one has none.
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-10 02:47 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- a38f9cf8714a2ca7a72f0f7ecd8a940ecb870070690c0ef41fbd60d8c3bbb925
- Rows in this snapshot
- 10,482 work-to-task edges · 907 updates · 345 models · 61 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 402 updates that landed on work · 1,106 evidence · 614 work in markets · 506 non-technical condition-to-work edges