High Risk Record Driver
AI recommendation signal analysis across 104 domains for the High Risk Record Driver persona in Auto Insurance.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Meet the education demand
The courses and training resources ranking for this industry. Spot topics with proven learner demand that you could teach, partner on, or get listed alongside.
Where the numbers come from
We run courses, training queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Courses, Training
Domains appearing in Google results for High Risk Record Driver's Research: Courses, Training queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for High Risk Record Driver's Research: Courses, Training queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 58 | defensive driving |
| 34 | driving course |
| 8 | driver improvement |
| 8 | new york |
| 7 | insurance discount |
| 7 | auto insurance |
| 7 | course online |
| 7 | driving courses |
| 6 | insurance reduction |
| 6 | online defensive |
| 5 | new jersey |
| 5 | for insurance |
| 5 | car insurance |
| 5 | massachusetts defensive |
| 4 | jersey defensive |
| 4 | mature driver |
| 4 | accident prevention |
| 4 | pennsylvania defensive |
| 3 | improvement program |
| 3 | georgia defensive |
| 3 | course for |
| 3 | prevention course |
| 3 | 8 hour |
| 3 | advanced driver |
| 3 | driver training |
3-grams
| 32 | defensive driving course |
| 7 | defensive driving courses |
| 6 | online defensive driving |
| 5 | massachusetts defensive driving |
| 4 | new jersey defensive |
| 4 | jersey defensive driving |
| 4 | pennsylvania defensive driving |
| 4 | driving course online |
| 3 | driver improvement program |
| 3 | mature driver improvement |
| 3 | georgia defensive driving |
| 3 | driving course for |
| 3 | course for insurance |
| 3 | accident prevention course |
| 3 | on auto insurance |
| 3 | defensive driving class |
| 3 | insurance discount course |
| 3 | discount course online |
| 3 | insurance by taking |
| 3 | driving courses in |
| 3 | on car insurance |
| 2 | find defensive driving |
| 2 | new york defensive |
| 2 | york defensive driving |
| 2 | defensive driver course |
4-grams
| 5 | online defensive driving course |
| 4 | new jersey defensive driving |
| 4 | massachusetts defensive driving course |
| 3 | defensive driving course for |
| 3 | driving course for insurance |
| 3 | insurance discount course online |
| 3 | defensive driving course online |
| 3 | defensive driving courses in |
| 2 | new york defensive driving |
| 2 | york defensive driving course |
| 2 | jersey defensive driving course |
| 2 | pennsylvania defensive driving course |
| 2 | tennessee accident prevention course |
| 2 | accident prevention course 8 |
| 2 | prevention course 8 hour |
| 2 | how to save on |
| 2 | to save on auto |
| 2 | save on auto insurance |
| 2 | new york auto insurance |
| 2 | york auto insurance reduction |
| 2 | defensive driving for insurance |
| 2 | driving for insurance reduction |
| 2 | defensive driving course in |
| 2 | mature driver improvement program |
| 2 | defensive driving course register |
5-grams
| 3 | defensive driving course for insurance |
| 2 | new york defensive driving course |
| 2 | new jersey defensive driving course |
| 2 | tennessee accident prevention course 8 |
| 2 | accident prevention course 8 hour |
| 2 | how to save on auto |
| 2 | to save on auto insurance |
| 2 | new york auto insurance reduction |
| 2 | defensive driving for insurance reduction |
| 2 | defensive driving course register now |
| 2 | over 50 save 300 on |
| 2 | 50 save 300 on car |
| 2 | save 300 on car insurance |
| 2 | 300 on car insurance by |
| 2 | on car insurance by taking |
| 2 | car insurance by taking online |
| 2 | insurance by taking online driver |
| 1 | approved point and insurance reduction |
| 1 | point and insurance reduction program |
| 1 | and insurance reduction program pirp |
| 1 | find defensive driving discounts courses |
| 1 | defensive driving discounts courses by |
| 1 | driving discounts courses by state |
| 1 | online defensive driving course from |
| 1 | defensive driving course from aarp |
6-grams
| 2 | tennessee accident prevention course 8 hour |
| 2 | how to save on auto insurance |
| 2 | over 50 save 300 on car |
| 2 | 50 save 300 on car insurance |
| 2 | save 300 on car insurance by |
| 2 | 300 on car insurance by taking |
| 2 | on car insurance by taking online |
| 2 | car insurance by taking online driver |
| 1 | approved point and insurance reduction program |
| 1 | point and insurance reduction program pirp |
| 1 | find defensive driving discounts courses by |
| 1 | defensive driving discounts courses by state |
| 1 | online defensive driving course from aarp |
| 1 | defensive driving course from aarp driver |
| 1 | driving course from aarp driver safety |
| 1 | defensive driving insurance discounts in texas |
| 1 | new york online defensive driving course |
| 1 | new jersey defensive driving and driver |
| 1 | jersey defensive driving and driver ed |
| 1 | georgia defensive driving course for insurance |
| 1 | defensive driving course for insurance discount |
| 1 | new york 6 hour online defensive |
| 1 | york 6 hour online defensive driving |
| 1 | 6 hour online defensive driving course |
| 1 | hour online defensive driving course ipirp |
7-grams
| 2 | over 50 save 300 on car insurance |
| 2 | 50 save 300 on car insurance by |
| 2 | save 300 on car insurance by taking |
| 2 | 300 on car insurance by taking online |
| 2 | on car insurance by taking online driver |
| 1 | approved point and insurance reduction program pirp |
| 1 | find defensive driving discounts courses by state |
| 1 | online defensive driving course from aarp driver |
| 1 | defensive driving course from aarp driver safety |
| 1 | new jersey defensive driving and driver ed |
| 1 | georgia defensive driving course for insurance discount |
| 1 | new york 6 hour online defensive driving |
| 1 | york 6 hour online defensive driving course |
| 1 | 6 hour online defensive driving course ipirp |
| 1 | how to save on auto insurance with |
| 1 | to save on auto insurance with defensive |
| 1 | save on auto insurance with defensive driving |
| 1 | the best defensive driving car insurance discounts |
| 1 | best defensive driving car insurance discounts 2026 |
| 1 | advanced driver training ohio traffic safety office |
| 1 | florida mature driver discount insurance course 6 |
| 1 | mature driver discount insurance course 6 hour |
| 1 | how to find a defensive driving course |
| 1 | to find a defensive driving course in |
| 1 | find a defensive driving course in california |