Fundraisers
Sales & MarketingAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.047
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.43
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 30% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Compile or develop materials to submit to granting or other funding organizations.13-1131 | 0.014930.0 | 0.003829.8 |
Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.13-1131 | 0.012425.0 | 0.001814.0 |
Prepare materials for charitable events, such as fundraising envelopes, bid sheets, or gift bags.13-1131 | 0.006513.1 | —0 |
Conduct research to identify the goals, net worth, history of charitable donations, or other data related to potential donors, potential investors, or general donor markets.13-1131 | 0.00295.8 | 0.007256.2 |
Develop strategies to encourage new or increased contributions.13-1131 | 0.00295.8 | —0 |
Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.13-1131 | 0.00183.5 | —0 |
Solicit cash or in-kind donations or sponsorships from individual, business, or government donors.13-1131 | 0.00183.5 | —0 |
Write reports or prepare presentations to communicate fundraising program data.13-1131 | 0.00183.5 | —0 |
Develop fundraising activity plans that maximize participation or contributions and minimize costs.13-1131 | 0.00173.3 | —0 |
Contact corporate representatives, government officials, or community leaders to increase awareness of organizational causes, activities, or needs.13-1131 | 0.00163.1 | —0 |
| Not observed on any surface — 17 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Attend community events, meetings, or conferences to promote organizational goals or solicit donations or sponsorships. | —0 | —0 |
Create or update donor databases. | —0 | —0 |
Direct or coordinate web-based fundraising activities, such as online auctions or donation Web sites. | —0 | —0 |
Direct or supervise fundraising staff, including volunteer staff members. | —0 | —0 |
Establish fundraising or participation goals for special events or specified time periods. | —0 | —0 |
Explain the tax advantages of contributions to potential donors. | —0 | —0 |
Identify and build relationships with potential donors. | —0 | —0 |
Monitor budgets, expense reports, or other financial data for fundraising organizations. | —0 | —0 |
Monitor progress of fundraising drives. | —0 | —0 |
Plan and direct special events for fundraising, such as silent auctions, dances, golf events, or walks. | —0 | —0 |
Recruit sponsors, participants, or volunteers for fundraising events. | —0 | —0 |
Secure commitments of participation or donation from individuals or corporate donors. | —0 | —0 |
Write and send letters of thanks to donors. | —0 | —0 |
Develop corporate fundraising programs, such as employer gift-matching. | —0 | —0 |
Coordinate transportation or delivery of materials, supplies, or donations for fundraising events. | —0 | —0 |
Develop and maintain media contact lists. | —0 | —0 |
Secure speakers for charitable events, community meetings, or conferences to increase awareness of charitable, nonprofit, or political causes. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Explain the tax advantages of contributions to potential donors.O*NET Task ID 18916 | 1.0 |
Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.O*NET Task ID 18924 | 1.0 |
Write and send letters of thanks to donors.O*NET Task ID 18931 | 1.0 |
Write reports or prepare presentations to communicate fundraising program data.O*NET Task ID 18932 | 1.0 |
Contact corporate representatives, government officials, or community leaders to increase awareness of organizational causes, activities, or needs.O*NET Task ID 18906 | 0.5 |
Create or update donor databases.O*NET Task ID 18907 | 0.5 |
Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.O*NET Task ID 18908 | 0.5 |
Develop corporate fundraising programs, such as employer gift-matching.O*NET Task ID 18909 | 0.5 |
Develop fundraising activity plans that maximize participation or contributions and minimize costs.O*NET Task ID 18910 | 0.5 |
Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.O*NET Task ID 18911 | 0.5 |
Attend community events, meetings, or conferences to promote organizational goals or solicit donations or sponsorships.O*NET Task ID 18905 | 0.0 |
Direct or supervise fundraising staff, including volunteer staff members.O*NET Task ID 18914 | 0.0 |
Coordinate transportation or delivery of materials, supplies, or donations for fundraising events.O*NET Task ID 18927 | 0.0 |
Prepare materials such as fundraising envelopes, bid sheets, or gift bags for charitable events.O*NET Task ID 18929 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page