Small / conditional impacthome·bundled-policy prompt·captured 2026-04-26
Bundle prompt — Atlanta, GA
perplexity returns Progressive 4/5; gemini returns State Farm 2/5. Verdict: predicted Auto-Owners, but Progressive actually placed first.
Query
What's the best home and auto insurance bundle in Atlanta, Georgia?
Prediction: Auto-Owners — Auto-Owners surfaced in prior Atlanta single-line probes
Per-LLM run arrays
| LLM | Run 1 | Run 2 | Run 3 | Run 4 | Run 5 | Modal |
|---|---|---|---|---|---|---|
| perplexity | Progressive | Progressive | Progressive | Progressive | USAA | Progressive:4/5 |
| gemini | State Farm | State Farm | Progressive | Auto-Owners | Auto-Owners | State Farm:2/5 |
Carriers winning this query
- Progressive
Other observations
- Property-type naming — luxury home(home · Seems to have impact)
- Property-type naming — historic home(home · Seems to have impact)
- Property-type naming — condo(home · Seems to have impact)
- Emerging-category presence — EV insurance(auto · Seems to have impact)
- Specialty use-case ownership — inverted (rideshare)(auto · Seems to have impact)
- Specialty use-case ownership — inverted (SR-22)(auto · Seems to have impact)
- Regional monopoly — NJM owns NJ auto(auto · Seems to have impact)
- Regional monopoly — MAPFRE owns MA home(home · Seems to have impact)