Title Examiners and Abstractors
LegalAI 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
0.022
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.39
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, 44% 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 % |
|---|---|---|
Prepare real estate closing statements, using knowledge and expertise in real estate procedures.23-2093 | 0.006750.0 | —0 |
Summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference.23-2093 | 0.004835.4 | 0.005251.6 |
Copy or summarize recorded documents, such as mortgages, trust deeds, and contracts, that affect property titles.23-2093 | 0.002014.6 | 0.003029.5 |
Enter into record-keeping systems appropriate data needed to create new title records or update existing ones. | —0 | 0.001918.9 |
| Not observed on any surface — 13 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. | ||
Prepare lists of all legal instruments applying to a specific piece of land and the buildings on it. | —0 | —0 |
Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions. | —0 | —0 |
Read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties. | —0 | —0 |
Examine individual titles to determine if restrictions, such as delinquent taxes, will affect titles and limit property use. | —0 | —0 |
Prepare reports describing any title encumbrances encountered during searching activities, and outlining actions needed to clear titles. | —0 | —0 |
Verify accuracy and completeness of land-related documents accepted for registration, preparing rejection notices when documents are not acceptable. | —0 | —0 |
Confer with realtors, lending institution personnel, buyers, sellers, contractors, surveyors, and courthouse personnel to exchange title-related information or to resolve problems. | —0 | —0 |
Direct activities of workers who search records and examine titles, assigning, scheduling, and evaluating work, and providing technical guidance as necessary. | —0 | —0 |
Obtain maps or drawings delineating properties from company title plants, county surveyors, or assessors' offices. | —0 | —0 |
Prepare and issue title commitments and title insurance policies based on information compiled from title searches. | —0 | —0 |
Retrieve and examine real estate closing files for accuracy and to ensure that information included is recorded and executed according to regulations. | —0 | —0 |
Determine whether land-related documents can be registered under the relevant legislation such as the Land Titles Act. | —0 | —0 |
Assess fees related to registration of property-related documents. | —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 |
|---|---|
Read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties.O*NET Task ID 9232 | 1.0 |
Copy or summarize recorded documents, such as mortgages, trust deeds, and contracts, that affect property titles.O*NET Task ID 9233 | 1.0 |
Enter into record-keeping systems appropriate data needed to create new title records or to update existing ones.O*NET Task ID 9238 | 1.0 |
Prepare lists of all legal instruments applying to a specific piece of land and the buildings on it.O*NET Task ID 9230 | 0.5 |
Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions.O*NET Task ID 9231 | 0.5 |
Examine individual titles to determine if restrictions, such as delinquent taxes, will affect titles and limit property use.O*NET Task ID 9234 | 0.5 |
Prepare reports describing any title encumbrances encountered during searching activities and outlining actions needed to clear titles.O*NET Task ID 9235 | 0.5 |
Verify accuracy and completeness of land-related documents accepted for registration, preparing rejection notices when documents are not acceptable.O*NET Task ID 9236 | 0.5 |
Direct activities of workers who search records and examine titles, assigning, scheduling, and evaluating work, and providing technical guidance as necessary.O*NET Task ID 9239 | 0.5 |
Obtain maps or drawings delineating properties from company title plants, county surveyors, or assessors' offices.O*NET Task ID 9240 | 0.5 |
Confer with realtors, lending institution personnel, buyers, sellers, contractors, surveyors, and courthouse personnel to exchange title-related information or to resolve problems.O*NET Task ID 9237 | 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