How do actuaries currently weigh the cost-benefit of a zero-dollar glass deductible versus a standard comprehensive deductible on high-end windshields with embedded ADAS sensors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do actuaries currently weigh the cost-benefit of a zero-dollar glass deductible versus a standard comprehensive deductible on high-end windshields with embedded ADAS sensors?
3 real searches · 1 real-search pass
2025 2026 auto insurance actuarial glass coverage zero deductible windshield ADAS calibration claims cost frequency severityGoogle ↗
OBSERVEDConsequence
insurance industry ADAS windshield replacement calibration costs claims actuarial comprehensive glass deductible zero deductibleGoogle ↗
OBSERVEDYes / no
NAIC windshield glass deductible insurance ADAS calibration claims data actuarialGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 2026 auto insurance actuarial glass coverage zero deductible windshield ADAS calibration claims cost frequency severity Google ↗
insurance industry ADAS windshield replacement calibration costs claims actuarial comprehensive glass deductible zero deductible Google ↗
NAIC windshield glass deductible insurance ADAS calibration claims data actuarial Google ↗
- Crash Course 2026: Complexity Compounds · cccis.com
- Calibration costs are reshaping auto physical damage claims · insurancebusinessmag.com
- Cost of ADAS Repair · newsroom.aaa.com
- Fixing Advanced Vehicle Systems Makes Up Over One -Third of Repair Costs Following a Crash · newsroom.aaa.com
- Auto insurance · iihs.org
- Crash avoidance features improve safety but complicate repairs · iihs.org
- Vehicle Safety Features and Car Insurance Rates · cga.ct.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 auto insurance actuarial glass coverage zero deductible windshield ADAS calibration claims cost frequency severity OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
insurance industry ADAS windshield replacement calibration costs claims actuarial comprehensive glass deductible zero deductible OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
NAIC windshield glass deductible insurance ADAS calibration claims data actuarial OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |