How AI Search Is Recommending Motorcycle Insurance: Monthly Trends

Executive Summary

USAA remains the coverage leader in September 2026 at 55.5% valid recommendation coverage, though the leadership position is no longer dominant. The gap to the next brand has narrowed to 3.1 points, with State Farm at 52.4%. This marks a continued compression of the category's top tier: in July 2026, USAA led with 77.8% coverage and a 3.8 point gap over State Farm; by September, both leaders have fallen well below their July levels while the middle of the field has drawn closer together.

Progressive shows the strongest gain over the full series, entering the tracked benchmark in August 2026 at 69.2% coverage and settling at 45.0% in September. Its rank-one rate of 4.7% (9 observations) and top-three rate of 20.4% (39 observations) place it as a consequential but no longer dominant presence. USAA shows the sharpest decline over the series, down 22.3 points from July 2026, with a two-month downward streak and reduced top-three and rank-one placement.

The category recorded significant movement in September 2026, and the pattern is mixed: one significant riser (Progressive) and six significant decliners (USAA, State Farm, Allstate, Nationwide, GEICO RV Insurance, Progressive RV Insurance), with the remaining seven tracked identifiers stable. Three short-form brand identifiers — Geico, Dairyland, and Foremost — spiked briefly in August 2026 before reverting to zero in September; their longer-form counterparts (GEICO RV Insurance, Dairyland Insurance, Foremost Insurance) carry the ongoing tracking history and the current readings. Progressive follows a different pattern: it replaced Progressive RV Insurance as the tracked entity starting in August 2026, while Progressive RV Insurance — last recorded at 15.3% in July — now registers zero.

Each monthly run begins with 800 prompt-surface observations across the benchmark's defined AI/search surface universe, all of which mention a tracked brand or competitor. In July 2026, those observations spanned 667 unique questions, with 330 relevant and 470 irrelevant, yielding 261 qualified observations for public metrics. In August 2026, the run spanned 667 unique questions, with 330 relevant and 470 irrelevant, yielding 201 qualified observations. In September 2026, the run spanned 686 unique questions, with 269 relevant and 531 irrelevant, yielding 191 qualified observations.

Key Findings

Benchmark Context

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

These stages show that public brand metrics are calculated against a materially smaller qualified base in September than in July, even though the number of AI surface families with qualified observations held steady at six.

Benchmark-Level Metrics

The qualified observation count declined from 261 in July 2026 to 191 in September 2026, while surface breadth held at all six AI surface families. The August 2026 interim run produced 201 qualified observations. The September 2026 run recorded the lowest recommendation-shaped answer share of the three-month series at 30.4%, meaning fewer responses took the form of a ranked shortlist or comparative recommendation.

AI Recommendation Trend

Leadership Held but the Category Has Compressed Around a Weakened Top Tier

The September 2026 benchmark recorded significant movement concentrated in the upper tier: USAA, State Farm, Allstate, Nationwide, GEICO RV Insurance, and Progressive RV Insurance all show significant declines from the July 2026 baseline, while Progressive shows a significant rise. Three short-form identifiers — Geico, Dairyland, and Foremost — spiked briefly in August 2026 before reverting to zero in September; their longer-form counterparts (GEICO RV Insurance, Dairyland Insurance, Foremost Insurance) carry the ongoing tracking history and the current readings shown above. Progressive follows a different pattern: it replaced Progressive RV Insurance as the tracked entity starting in August 2026, and Progressive RV Insurance — last tracked at 15.3% in July — now registers zero.

What Changed This Month

USAA

USAA's coverage held roughly flat from August 2026 (56.2%) to September 2026 (55.5%), extending a two-month decline from the 77.8% July 2026 baseline — a drop of 22.3 points. The brand recorded 106 valid recommendations in the current period, down from 203 in July 2026.

The top-three rate fell from 35.6% to 22.5%, a 13.1 point drop, and the rank-one rate fell from 10.7% to 4.7%, a 6.0 point decline. USAA was present in 97.4% of observations, so the brand remains highly visible; the change is in recommendation placement, not presence.

The distinction is that USAA's presence held near-universal while its recommendation strength deteriorated. The brand is still surfaced in nearly every response but is now positioned lower in recommendation lists. This is the second consecutive month of decline for USAA.

Highest-priority diagnostic: Which prompt categories previously produced USAA as a top-three recommendation now place it lower, and which competitor takes the rank-one position when USAA loses it?

State Farm

State Farm rose 4.1 points from August 2026 to September 2026 (48.3% to 52.4%), breaking a one-month decline, though the longer series still shows a significant 21.6 point drop from 74.0% in July 2026. The brand recorded 100 valid recommendations in the current period, down from 193 in July 2026.

The top-three rate fell from 47.5% to 38.2%, a 9.3 point drop. Notably, the rank-one rate held at 24.6%, essentially unchanged from the 23.8% baseline, with 47 rank-one observations. State Farm's presence remained near-universal at 99.0%.

The distinction is that State Farm retained its rank-one position while losing top-three placement. The brand is still the most frequent first choice in the category, but it appears in the top three less often, suggesting more competition for the second and third slots.

Highest-priority diagnostic: Which surfaces still place State Farm first, and which competitors now occupy the top-three positions alongside it more frequently?

Progressive

Progressive rose 45.0 points from a 0.0% July 2026 baseline to 45.0% in September 2026, but the sharper story is the prior-month movement: down 24.2 points from 69.2% in August 2026. The brand recorded 86 valid recommendations (out of 191 qualified observations) in the current period, down from 139 in August.

Progressive's top-three rate fell from 57.2% in August 2026 to 20.4% (39 observations) in September, and the rank-one rate fell from 39.3% to 4.7% (9 observations). Presence held at 97.4%.

The distinction is that Progressive's August surge in recommendation strength did not persist. The brand remains a significant presence with 45.0% coverage, but its position as the near-universal first choice has reverted to a competitive middle-tier ranking.

Highest-priority diagnostic: Which prompt and surface combinations drove the August spike in Progressive rank-one recommendations, and what changed in September to redistribute those placements?

Allstate

Allstate rose 1.7 points from August 2026 to September 2026 (41.8% to 43.5%), breaking a one-month decline, though the longer series still shows a significant 15.5 point drop from 59.0% in July 2026. The brand recorded 83 valid recommendations in the current period, down from 154 in July.

Raw presence held at 96.3%, and the rank-one rate was stable at 1.1%. The top-three rate was 12.0%, not a significant change from the 13.8% baseline. Allstate remains the fourth-ranked brand by coverage.

The distinction is that Allstate's decline is concentrated in overall recommendation coverage rather than in placement quality. The brand is still widely present and maintains its modest top-three rate, but it is recommended in fewer qualified responses overall.

Highest-priority diagnostic: Which prompt types reduced Allstate's inclusion in recommendation shortlists, and do those overlap with prompts where Progressive or Nationwide gained?

Nationwide

Nationwide rose 6.2 points from August 2026 to September 2026 (28.9% to 35.1%), breaking a one-month decline, though the longer series still shows a significant 13.2 point drop from 48.3% in July 2026. The brand recorded 67 valid recommendations in the current period, down from 126 in July.

The top-three rate rose 3.1 points to 8.9%, not a significant change, and the rank-one rate was stable at 1.1% (2 observations). Presence was 72.8% with 139 observations.

The distinction is that Nationwide's September recovery is real but partial. The brand regained ground from its August low but remains well below its July baseline, and the recovery is in coverage rather than in top placements.

Highest-priority diagnostic: Which surfaces added Nationwide recommendations back in September, and do those additions cluster in specific prompt categories?

Small-Count Movers

GEICO RV Insurance rose from 0.0% in August 2026 to 4.7% in September, though this remains a 6.4 point decline from the 11.1% July 2026 baseline, with 9 valid recommendations. Dairyland Insurance rose from 0.0% in August to 4.2% in September (8 valid recommendations), close to its 2.7% July baseline. Harley-Davidson Insurance fell from a 32.3% August spike to 3.7% in September (7 valid recommendations), a level modestly above its 1.1% July baseline with no rank-one placements. Markel fell from a 12.9% August spike to 1.6% in September (3 valid recommendations), close to its 1.1% July baseline. Foremost Insurance held near flat at 1.1% coverage (2 valid recommendations) across the series.

The distinction for these small-count brands is that percentage movement operates on a very limited base. A change of a few observations produces a large percentage swing, and the public benchmark should be read with that constraint in mind.

Highest-priority diagnostic: For each small-count brand, which specific prompts produce the recommendations, and are those prompts stable across months or concentrated in particular query types?

Buyer-Intent Interpretation

In July, August, and September 2026, all qualified observations fell into the Brand Recommendation cluster. The pricing and value cluster and the multi-brand comparison cluster contained no qualified observations in any month. This means the current benchmark can describe which brands are recommended and at what rank, but it cannot answer questions about price positioning, value perception, or head-to-head comparison outcomes. The 27 pricing analysis responses in September 2026 were part of the raw collection but did not qualify as valid recommendation shortlists for brand-level metric calculation.

Brand Opportunity Summary

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Market Discovery research program.

• AI Industry Market Discovery
• AI Industry Market Discovery Methodology
• AI Industry Market Discovery Metrics
• AI Industry Market Discovery Standards

Report-Specific Interpretation Notes

• The September 2026 qualified observation count (191) is lower than the July 2026 baseline (261). Brand-level percentages are calculated within each month's qualified set, so direct comparison reflects both recommendation changes and the smaller denominator.
• The tracking change between full-form brand names (e.g., GEICO RV Insurance) and shorter forms (e.g., Geico) means some apparent movements reflect a change in the tracked entity rather than a loss of AI recommendation coverage. The shortened forms registered zero coverage in September 2026 because the longer forms carry the tracking. Progressive is the reverse case: it replaced Progressive RV Insurance as the tracked entity starting in August 2026.
• Movement identification indicates where changes occurred and whether they exceeded normal variation for the category. It does not establish the cause of those changes.
• Small observation counts for niche brands mean percentage movements can overstate the scale of change. Counts are provided alongside percentages where relevant.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath the aggregate percentages sit the questions that matter for strategy: which high-intent prompts does a brand win and which does it lose? When a brand loses a recommendation, which competitor takes the top spot? What attributes do AI systems associate with each option in their reasoning, and which external sources shape those answers? The September 2026 compression of the Motorcycle Insurance category raises these questions acutely for every tracked brand.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. It moves beyond the category-level view to explain why USAA's top-three rate fell, why State Farm retained rank-one placement while losing top-three presence, and what it would take for any brand to improve its position.

Request an AI visibility audit