How AI Search Is Recommending Boat Insurance: Monthly Trends

Executive Summary

USAA remains the category leader in September 2026 at 60.5% valid recommendation coverage, but that figure is down 11.2 points from 71.7% in July 2026, and represents a 5.4-point recovery from August's 55.1%. Travelers holds second place at 58.6%, narrowing the leadership gap to just 1.9 points, while State Farm sits close behind at 54.1%. The two-brand race at the top is now materially tighter than the 5.9-point margin USAA held over Travelers in July.

The largest riser was BoatUS (Geico), up 8.7 points from 5.9% in July to 14.6% in September, a gain the benchmark flags as significant and the brand's second consecutive month of upward movement. Progressive RV Insurance, which entered the benchmark at 17.9% in August, recorded no coverage in September, reverting to the 0.0% it showed in July. That disappearance accounts for most of the apparent movement in Progressive's parent-brand figure, which returned to 50.3% in September after the RV Insurance entity absorbed its August coverage.

The sharpest decliners against baseline are Progressive, down 17.1 points, and State Farm, down 14.9 points, though both improved from their August lows. USAA also declined 11.2 points from baseline. The benchmark classifies September as a mixed month: four significant decliners against baseline (Foremost, Progressive, State Farm, USAA), one significant riser (BoatUS (Geico)), and seven stable brands.

Each month's public benchmark begins with 800 prompt-surface observations (653 unique questions in July 2026, 693 in August, and 660 in September). Of those, 800 mentioned a tracked brand or competitor in each month; 227 were relevant in July, 247 in August, and 206 in September, with 573, 553, and 594 irrelevant respectively. The public metrics use the 187 qualified observations in July, 196 in August, and 157 in September that survive both qualification stages.

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.

The qualified surface breadth held at six canonical AI/search surface families in both months: ChatGPT, Copilot, Gemini, AI Overviews, AI Mode, and Perplexity.

Benchmark-Level Metrics

The August 2026 interim month saw the narrowest leadership margins in the series, with USAA, State Farm, and Travelers clustered between 49.5% and 55.1%. September's 1.9-point gap between USAA and Travelers is the tightest margin recorded across the three-month series, continuing the narrowing trend that was already visible in August's compressed field.

AI Recommendation Trend

A Recovering Leader Faces a Tight Two-Brand Race

USAA regained ground in September with a 60.5% coverage figure, but the recovery did not restore the clear margin it held in July. Travelers sits 1.9 points behind, having posted the strongest single-month improvement among the leadership tier, up 9.1 points from August to 58.6%.

The category-level story is one of partial stabilization rather than uniform movement. Only five brands exceeded normal month-to-month variation against the July baseline, and the August-to-September shifts were smaller across most of the field. The leadership tier's September gains came from several modest recoveries rather than a single dominant mover.

What Changed This Month

USAA: Coverage Leader Recovering, With Presence at Full Strength

USAA's valid recommendation coverage improved from 55.1% in August 2026 to 60.5% in September 2026, a 5.4-point gain, though the brand remains 11.2 points below its July 2026 baseline of 71.7%. Raw mention presence reached 100.0% in September, up from 96.3% in July, meaning the brand appeared in every qualifying observation.

Placement quality within that broader presence softened. USAA's top-three rate fell from 28.9% in July to 21.0% in September, and its rank-one rate slipped from 13.9% to 12.1%, with 19 rank-one appearances in September versus 26 in July.

The distinction to notice is that USAA is now universally visible but recommended across a smaller share of qualifying answers. The brand's average recommended rank also drifted from 2.71 in July to 3.48 in September.

Highest-priority diagnostic: Which prompt types shifted away from ranking USAA in the top three, and does the recovery concentrate in specific question formats?

Travelers: Closing the Gap With Strong August-to-September Momentum

Travelers rose from 49.5% coverage in August 2026 to 58.6% in September 2026, a 9.1-point gain that brings the brand within 1.9 points of USAA, its closest position in the three-month series. Raw mention presence improved from 90.4% in July to 95.5% in September.

Placement metrics softened on the larger base. Travelers' top-three rate fell from 27.8% in July to 22.3% in September, and its rank-one rate dropped from 14.4% to 10.8%, with 17 rank-one appearances versus 27 in July.

The distinction for Travelers is that it is closing the coverage gap while converting fewer of its recommendation moments into top placements. The brand's average recommended rank slipped from 2.78 to 3.82.

Highest-priority diagnostic: Which prompt categories drove Travelers' September coverage gain, and does the softer rank-one rate reflect broader but shallower recommendations?

State Farm: Significant Baseline Decline With Improved Placement Quality

State Farm's coverage fell from 69.0% in July 2026 to 54.1% in September 2026, a 14.9-point decline the benchmark flags as significant. The brand improved 4.6 points from August's 49.5%, but remains well below its July level. Raw mention presence stayed high at 98.1% versus 99.5% in July.

Within the smaller qualified set, State Farm improved its placement quality. Its top-three rate rose from 23.0% in July to 24.8% in September, and its rank-one rate climbed from 11.8% to 14.6%, the highest in the category. State Farm recorded 39 top-three appearances and 23 rank-one appearances in September.

The distinction is that State Farm is being recommended less often overall, but more prominently when recommended. Its average recommended rank improved from 2.96 in July to 2.72 in September.

Highest-priority diagnostic: Which qualifying prompts now discuss State Farm without recommending it, and which provider is named instead?

BoatUS (Geico): Specialist Riser With Back-to-Back Gains

BoatUS (Geico) rose from 5.9% coverage in July 2026 to 14.6% in September 2026, an 8.7-point gain the benchmark flags as significant, marking a second consecutive month of upward movement. Raw mention presence more than tripled from 6.4% to 21.0%, with 33 qualifying appearances in September versus 12 in July.

The brand's 23 valid recommendation counts in September produced an 11.5% top-three rate and a 1.9% rank-one rate. Its top-three rate climbed from zero in July, with 18 top-three appearances. The small-count caveat applies: 23 valid recommendations is still a modest base.

The distinction is that BoatUS (Geico) is gaining recommendation credit at meaningful positions within a growing presence. The gap between this specialist and the leadership tier narrowed from 65.8 points in July to 45.9 points in September.

Highest-priority diagnostic: Which prompts now surface BoatUS (Geico), and is the gain concentrated in boating-specific questions where the specialist holds natural authority?

Progressive: Entity Split Reverses, Parent Brand Rebounds

Progressive's coverage returned to 50.3% in September 2026 after falling to 0.0% in August, when the benchmark captured the brand under the Progressive RV Insurance entity name. Raw mention presence for Progressive stood at 99.4% in September, essentially flat against July's 99.5%.

Progressive RV Insurance, which held 17.9% coverage in August, recorded no coverage in September. The two names together suggest a redistribution back to the parent brand rather than a genuine disappearance of Progressive's AI presence.

The distinction for Progressive is that its apparent September gain is largely a reversal of August's entity-split measurement pattern. Placement quality softened modestly, with the top-three rate down from 20.9% in July to 19.8% in September.

Highest-priority diagnostic: How do AI sources now name and describe Progressive offerings, and does the entity naming remain inconsistent across surfaces?

Allstate and Nationwide: Modest Recoveries Within a Stable Range

Allstate rose from 26.0% coverage in August 2026 to 31.9% in September 2026, a 5.9-point gain, though the brand remains 5.0 points below July's 36.9%. Raw mention presence improved from 78.1% in July to 82.2% in September, narrowing the gap between visibility and recommendation.

Nationwide similarly recovered from 30.1% in August to 35.0% in September, up 4.9 points, though still 3.5 points below July's 38.5%. Its top-three rate held essentially flat at 3.8% versus 3.7% in July.

Both brands sit in the middle tier where presence consistently outpaces recommendation. Allstate's 0.6% top-three rate in September, down from 3.2% in July, indicates its recommendations, when they occur, rarely reach prominent positions.

Highest-priority diagnostic: What distinguishes the prompts where Allstate and Nationwide are recommended from those where they are only mentioned?

Buyer-Intent Interpretation

All 157 qualified observations in September 2026 fell into the Brand Recommendation cluster. None of the qualified observations captured the Pricing & Value or Multi-Brand Comparison clusters, consistent with July and August. The public benchmark therefore cannot yet answer questions about which boat insurers AI systems associate with competitive pricing or how they compare providers head-to-head.

The commercial consequence is that the current picture remains purely about direct recommendation. When shoppers ask AI systems which boat insurer to buy, the benchmark captures who wins. When those shoppers ask about cost, value, or side-by-side comparison, the benchmark has no visibility into which brands lead those conversations.

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 covering the query, the AI surface where it was asked, the recommendation outcome, the rank at which each brand appeared, the sentiment of the response, and the citations where those were exposed. Company-level analysis can go deeper into which prompts each brand wins or loses, which competitors appear when a brand is not recommended, and which external sources shape the answers. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the CiteWorks Studio AI Industry Market Discovery research program.

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

Report-Specific Interpretation Notes

• Several tracked brands operate on small observation counts in September 2026, including Markel and Foremost Insurance with 1 valid recommendation each. Their percentage movements should be read with that limitation in mind.
• The qualified benchmark denominator (157 in September) is smaller than the raw collection universe (800 prompts), and all brand-level percentages are calculated within the qualified set.
• The Progressive to Progressive RV Insurance naming shift, first recorded in August and reversed in September, means the paired names should not be treated as direct like-for-like comparisons across all three months.
• Month-over-month movement identifies changes worth investigating; it does not by itself establish the cause of those changes.

Next Step

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

The aggregate percentages in this report raise questions that the benchmark alone cannot answer. Which high-intent prompts is each brand winning? When a brand loses the recommendation, which competitor takes it? What attributes do AI systems associate with each option, and which external sources are shaping those answers? For USAA and Travelers, the critical question is which prompt types will decide the leadership race. For Progressive, the question is whether entity naming will continue to distort its measured coverage.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. Where the benchmark shows the score, the audit shows the drivers behind it.

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