How AI Search Is Recommending Umbrella Insurance: Monthly Trends

Executive Summary

USAA holds the lead in umbrella insurance recommendations for August 2026, with valid recommendation coverage of 77.0%, up 10.2 points from 66.8% in July 2026. State Farm follows at 74.2% (up 10.5 points from 63.7%), and Travelers sits third at 67.1% (up 11.6 points from 55.5%). Nine tracked brands rose significantly this month.

The largest risers were Progressive and Geico, which entered the tracked set in August 2026 with coverage of 63.8% and 63.6% respectively. These additions replaced the RV-specific entities tracked in July (Progressive RV Insurance at 23.6% and GEICO RV Insurance at 17.2%), which fell to 0.0% in August and are no longer tracked. Liberty Mutual posted the strongest gain among continuous brands, up 15.3 points from 28.5% to 43.8%.

The sharpest decline came from Chubb, which fell 14.0 points from 37.8% to 23.8%, with its presence rate dropping 21.5 points from 53.0% to 31.5%. This movement, combined with the entry and exit of tracked entities, makes August 2026 a month of substantial change across the tracked brand set.

This report tracks umbrella insurance recommendations across 800 prompt-surface observations per month (633 unique questions in July 2026, 660 in August 2026). All 800 mentioned a tracked brand or competitor in both months; 429 were relevant and 371 irrelevant in July, while 418 were relevant and 382 irrelevant in August. Public metrics are calculated on the 389 qualified observations in July and 365 in August 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.

These benchmark-level metrics summarize the aggregate shift in answer composition between the two months, independent of any single brand's performance.

Benchmark-Level Metrics

AI Recommendation Trend

USAA Retains the Lead as Most Tracked Brands Gain Coverage

Several brands exceeded typical month-to-month variation in August 2026: USAA, State Farm, Travelers, Allstate, Farmers, Liberty Mutual, and Nationwide all posted significant gains, Chubb fell sharply, and Geico and Progressive entered the tracked set as GEICO RV Insurance and Progressive RV Insurance exited it. Three brands — Liberty Mutual, Farmers, and Nationwide — now cluster closely, within a point of each other, between 43.0% and 43.8% coverage.

What Changed This Month

USAA: Leader extended

USAA's valid recommendation coverage rose from 66.8% in July 2026 to 77.0% in August 2026, a significant gain of 10.2 points. Its top-three rate fell 7.5 points from 26.7% to 19.2%, while its rank-one rate rose 3.4 points to 9.3% (34 rank-one recommendations out of 365 observations). Presence remained high at 94.8%, down 1.1 points from 95.9%.

USAA is recommended less often at the top of the list than in July, but appears in more valid shortlists overall. The distinction matters: a brand can be present broadly without being the first answer.

Highest-priority diagnostic: Which prompt types drove the coverage gain while top-three placement declined, and which competitors took the rank-one position when USAA lost it?

State Farm: Rank-one dominance deepened

State Farm's coverage rose from 63.7% in July 2026 to 74.2% in August 2026, a significant gain of 10.5 points. Its rank-one rate jumped 10.9 points from 24.7% to 35.6%, representing 130 rank-one recommendations out of 365 observations. Top-three rate rose 4.1 points to 45.2% (165 observations).

State Farm's presence held steady at 97.8%, down just 0.4 points from 98.2%. The brand converted that near-universal presence into the strongest rank-one position in the category.

Highest-priority diagnostic: Which question types and surfaces produce State Farm as the first recommendation, and what evidence sources support that placement?

Travelers: Climbed into the top three

Travelers rose from 55.5% in July 2026 to 67.1% in August 2026, a significant gain of 11.6 points that placed it third. Both its top-three rate (up 12.2 points to 23.8%) and rank-one rate (up 6.1 points to 12.0%, representing 44 observations) rose significantly.

Presence was essentially flat at 87.4%, down 0.5 points from 87.9%. The gain came from stronger placement within recommendation lists, not from appearing in more answers.

Highest-priority diagnostic: Which surfaces or prompt patterns drove the top-three and rank-one gains, and did any single evidence source contribute disproportionately?

Geico and Progressive: Category entries reshaped the field

Geico entered with 63.6% coverage in August 2026, including a top-three rate of 41.9% (153 observations) and a rank-one rate of 3.3% (12 observations). Progressive entered with 63.8% coverage, a top-three rate of 36.4% (133 observations), and a rank-one rate of 0.5% (2 observations). The July tracking set instead included GEICO RV Insurance at 17.2% and Progressive RV Insurance at 23.6%, both of which are no longer tracked as of August.

Because these entities did not coexist in the same measurement month, the July figures for GEICO RV Insurance and Progressive RV Insurance are not directly comparable to the August figures for Geico and Progressive. The change reflects a shift in the tracked entity definitions, not a measured change in a single brand's performance.

Highest-priority diagnostic: Are the high coverage and top-three rates for Geico and Progressive driven by umbrella-specific prompts or by broader auto and home insurance queries where these brands already dominate?

Liberty Mutual and Farmers: Mid-field gains

Liberty Mutual rose 15.3 points from 28.5% to 43.8%, with presence up 12.1 points to 75.3%. Farmers rose 9.6 points from 34.2% to 43.8%, despite presence declining 6.1 points to 68.2%. Both brands saw top-three rates fall, leaving their gains concentrated in broader shortlist inclusion.

Liberty Mutual's valid recommendation count rose from 111 in July to 160 in August; Farmers rose from 133 to 160. The two brands share identical coverage, creating a tight mid-field cluster with Nationwide at 43.0%.

Highest-priority diagnostic: Which prompt categories account for the new shortlist appearances, and why did top-three placement not rise alongside coverage?

Chubb: Significant decline

Chubb's coverage fell 14.0 points from 37.8% in July 2026 to 23.8% in August 2026, a significant decline. Its presence rate dropped 21.5 points from 53.0% to 31.5%, meaning Chubb simply appeared in far fewer AI answers. Top-three rate fell 5.2 points to 2.5% (9 observations out of 365), and rank-one rate fell 0.8 points to 0.5% (2 observations).

Valid recommendation count dropped from 147 in July to 87 in August. The decline is broad across presence and placement, not concentrated in one metric. The benchmark cannot distinguish platform behavior from measurement effects; it records the output distribution, not its cause.

Highest-priority diagnostic: Which surfaces or prompt types stopped surfacing Chubb, and which competitors captured the recommendations it lost?

Buyer-Intent Interpretation

In August 2026, all 365 qualified observations fell into the Brand Recommendation cluster. The pricing and comparison clusters held zero observations. The public benchmark therefore answers which brands AI systems recommend for umbrella insurance, but it cannot yet answer how those systems characterize cost, value, or head-to-head trade-offs. Those questions require a different prompt set or a company-level analysis with a broader query universe.

Brand Opportunity Summary

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

Evidence and Methodology

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.

Rank-one, top-three, and coverage rates are calculated within the qualified benchmark set of 365 observations in August 2026 and 389 in July 2026. Qualified surface breadth held at six AI surface families in both months. The August 2026 tracking set replaced GEICO RV Insurance and Progressive RV Insurance with Geico and Progressive; figures for the exited and entered entities are historical context only, not a measured change for a single continuous brand.

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

Next Step

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

The aggregate coverage percentages leave the important questions open: which high-intent prompts are won and lost, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each insurer, and which external sources shape those answers. For the four brands that entered or exited the tracking set, the benchmark raises an additional question about whether the observed change reflects real positioning differences or the shift in how the entities were defined.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy.

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