BoatUS (Geico) AI Visibility Market Strategy Report - Boat Insurance

Answer Capsule

BoatUS (Geico) recorded 0.0% valid recommendation coverage in the October 2026 Boat Insurance benchmark, down from 14.6% in September 2026 and 5.9% in July 2026. The brand registered zero mentions, zero valid recommendations, and zero top-three or rank-one placements across 137 qualified observations. The clearest weakness is total absence from the recommendation set in the most recent month, following a September position that rested on a modest 23-recommendation base. The clearest opportunity is re-establishing presence in the boating-specific prompt set that surfaced the brand in September, before the category's leadership cluster consolidates further.

Who This Report Is For

This report is written for BoatUS (Geico) marketing, brand, and distribution leadership, and for specialty marine insurance strategists evaluating how AI search and chat surfaces present specialist carriers against general-market insurers in the boat insurance category.

Report Card

Executive Summary

BoatUS (Geico) holds no measurable recommendation position in the October 2026 Boat Insurance benchmark. The brand recorded 0.0% raw mention presence, 0.0% valid recommendation coverage, 0.0% top-three rate, and 0.0% rank-one rate across 137 qualified observations. This is the weakest position of any tracked brand in the current month, tied only with Foremost Insurance and Markel, both of which also recorded zero valid recommendations.

The decline is the largest single-month movement in the field. BoatUS (Geico) fell from 14.6% valid recommendation coverage in September 2026 to 0.0% in October 2026, a loss of 14.6 points that the benchmark flags as beyond normal month-to-month variation. Against the July 2026 baseline of 5.9%, the brand is down 5.9 points, also beyond normal variation. Raw mention presence moved from 6.4% in July 2026 to 0.0% in October 2026.

The September position was concentrated rather than broad. The brand recorded 23 valid recommendation observations in September 2026 before recording none in October 2026. That base was already modest, and the move from 23 recommendations to zero is a single-month observation rather than an established trajectory. The benchmark's own interpretation notes treat percentage movements of this size on small bases with caution.

The category context sharpens the concern. The leadership cluster compressed in October 2026, with USAA at 66.4%, State Farm at 65.7%, Progressive at 59.9%, and Travelers at 59.9% all sitting within 6.5 points of one another. State Farm posted the series' strongest single-month gain at 11.6 points and holds the highest rank-one rate at 24.8%. While the general-market carriers consolidated their positions, the specialist carrier exited the recommendation set entirely.

No platform-level signal is available for BoatUS (Geico) in October 2026. The brand recorded zero mentions across all six tracked platforms: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. There is no strongest platform to report and no cluster in which the brand retains a measurable pocket of recommendation strength.

The clearest gap is the absence of any recommendation-stage presence in the boating-specific prompt set. The benchmark's qualified observations in October 2026 all fell into the Brand Recommendation cluster, meaning the public series measures answers where a specific brand is recommended as a discovery outcome. BoatUS (Geico) does not appear in any of those answers.

What BoatUS (Geico) Is Winning

There are no evidence-backed wins for BoatUS (Geico) in the October 2026 benchmark. The brand recorded zero mentions, zero valid recommendations, zero top-three placements, and zero rank-one placements across 137 qualified observations. It recorded no positive, neutral, or negative mentions, and its net sentiment score is 0.0000 because there are no mentions to classify.

The only positive framing available is historical and narrow. The brand recorded 14.6% valid recommendation coverage in September 2026, which was an improvement from its July 2026 baseline of 5.9%. That September position was concentrated rather than broad, resting on 23 valid recommendation observations, and it did not persist into October 2026.

This report does not overstate that September result. The benchmark's own interpretation notes describe the September strength as concentrated and the October result as evidence of how quickly a specialist's measured position can change. The brand's current position is one of absence from the recommendation set, not one of narrow but meaningful recommendation strength.

Where BoatUS (Geico) Has the Clearest AI Visibility Gaps

Questions This Section Answers

• How does BoatUS (Geico)'s zero mention presence compare with the specialist peers still retaining a trace of visibility?
• Which platforms and buyer-intent clusters show a complete absence of BoatUS (Geico) recommendations?

The clearest gap is total displacement from the recommendation set. BoatUS (Geico) is not present in any qualified observation in October 2026, which means the brand is neither recommended nor mentioned in any capacity across the 137 observations that form the public denominator. This is not a case of presence without recommendation conversion. It is a case of no presence at all.

The displacement is measurable against the category's leadership cluster. State Farm holds 39.4% top-three rate and 24.8% rank-one rate. USAA holds 28.5% top-three rate and 13.9% rank-one rate. Progressive holds 29.2% top-three rate. Travelers holds 26.3% top-three rate and 10.9% rank-one rate. These four brands now sit within 6.5 points of one another on valid recommendation coverage, and all four are being recommended in answers where BoatUS (Geico) does not appear.

The gap is also measurable against the specialist peer set. National General recorded 5.1% valid recommendation coverage in October 2026, with 9.5% raw mention presence and 7 valid recommendations. Markel and Foremost Insurance each recorded a single mention and no valid recommendations, but they retained a trace of presence that BoatUS (Geico) did not. Among the tracked specialists, BoatUS (Geico) is the only brand with zero raw mention presence in October 2026.

The platform-level gap is complete. The brand recorded zero mentions across ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. There is no platform where the brand retains a foothold and no platform where a targeted correction could build from an existing signal. The brand's September position was not concentrated on a single platform in a way that the October data preserves.

The cluster-level gap is equally complete. The benchmark's qualified observations in October 2026 all fell into the Brand Recommendation cluster. The Pricing & Value and Multi-Brand Comparison clusters recorded zero qualified observations in both July 2026 and October 2026. BoatUS (Geico) has no measurable position in the one cluster the benchmark captures, and the benchmark cannot show whether the brand leads or loses in the pricing and comparison conversations that shoppers may be having with AI systems.

Biggest Opportunity

Questions This Section Answers

• Which prompts surfaced BoatUS (Geico) in September 2026, and do boating-specific questions still surface the brand?
• Why is re-entering the recommendation set time-sensitive while the leadership cluster is still forming?

The single biggest opportunity is to re-establish presence in the boating-specific prompt set that surfaced the brand in September 2026. The benchmark's highest-priority diagnostic for BoatUS (Geico) is to identify which prompts surfaced the brand in September, whether those prompts changed in October, and whether boating-specific questions still surface the brand at all.

This is a recommendation-stage opportunity, not a general visibility opportunity. The brand does not need broader mention presence for its own sake. It needs to appear in the answers where shoppers ask AI systems which boat insurer to buy. The September data shows the brand can appear in those answers. The October data shows that appearance is not durable without deliberate maintenance of the prompt, page, and citation layers that produced it.

The opportunity is time-sensitive. The leadership cluster compressed in October 2026, and the general-market carriers are consolidating their positions. A specialist carrier that re-enters the recommendation set while the cluster is still forming has a different competitive position than one that re-enters after the cluster has settled.

Competitive Landscape

Questions This Section Answers

• How do State Farm, USAA, Progressive, and Travelers differ on top-three rate, rank-one rate, and average recommended rank?
• Where does BoatUS (Geico) sit relative to National General and the other tracked boat insurance specialists?

State Farm and USAA hold the strongest recommendation-stage positions in the October 2026 Boat Insurance benchmark, with State Farm leading on placement metrics and USAA leading on valid recommendation coverage. BoatUS (Geico) sits at the bottom of the tracked set with no measurable recommendation presence.

Average recommended rank covers rank-eligible recommendations only.

BoatUS (Geico) recorded no rank-eligible recommendations in October 2026, so its average recommended rank is not applicable. The brand's 0.00% top-three rate and 0.00% rank-one rate place it at the bottom of the tracked set alongside Foremost Insurance and Markel, both of which also recorded zero valid recommendations. The gap between BoatUS (Geico) and the nearest specialist peer, National General at 0.73% top-three rate, is small in absolute terms but represents the difference between a trace of recommendation presence and none at all.

Prompt Evidence

ChatGPT / Brand Recommendation Prompt: "What companies does Insurify work with?" Result: BoatUS (Geico) was not mentioned or recommended in this answer, which surfaced general-market carriers instead.

AI Mode / Brand Recommendation Prompt: "Who are the top 10 auto insurance companies?" Result: BoatUS (Geico) did not appear in the recommendation set, which was led by State Farm and USAA.

Perplexity / Brand Recommendation Prompt: "What are the top 5 insurance companies?" Result: The answer recommended general-market carriers, with no specialist marine insurer appearing in the shortlist.

AI Overviews / Brand Recommendation Prompt: "Which is the best company for car insurance?" Result: BoatUS (Geico) was absent from the response, consistent with the brand's zero mention presence across all tracked platforms in October 2026.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map the exact prompts where BoatUS (Geico) appeared in September 2026 and identify which of those prompts changed or stopped surfacing the brand in October 2026.

Phase 2: Recommendation Readiness Plan Prioritize the boating-specific prompt set where a specialist carrier can compete on relevance rather than scale, and define the recommendation outcomes the brand needs to re-establish.

Phase 3: Owned Answer Layer Buildout Strengthen the owned pages that answer boating-specific insurance questions directly, so AI systems have a clear first-party source to retrieve when shoppers ask about specialty marine coverage.

Phase 4: Citation / Authority Layer Development Build the third-party source footprint that AI systems cite in boat insurance answers, focusing on the aggregator and comparison sources that dominate the category's citation layer.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track whether the brand re-enters the recommendation set, which platforms surface it, and whether the September position can be rebuilt on a broader base than 23 recommendations.

Why This Matters

AI presence alone is not enough, but absence is worse. BoatUS (Geico) is not losing the recommendation because a competitor is framed more favorably. The brand is not in the answer at all. When a shopper asks an AI system which boat insurer to buy, the response recommends State Farm, USAA, Progressive, or Travelers, and the specialist carrier that built its business on boating-specific coverage does not appear.

The next move is targeted correction of the prompt, page, and citation layers that produced the September position. The benchmark shows where the brand stands. It does not show which prompts surfaced the brand in September, which competitors took those recommendations in October, or which sources shaped the answers. Those questions require a company-level analysis that maps the prompt, surface, competitor, ranking, sentiment, and evidence-source patterns behind the score.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why does BoatUS (Geico) record a 0.0000 sentiment score in October 2026?
• How is a zero-mention sentiment score different from a genuinely balanced sentiment profile?

Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

BoatUS (Geico) recorded zero mentions in October 2026, so the sentiment score is 0.0000 by definition. There are no positive, neutral, or negative mentions to classify. The score reflects absence of presence, not a balanced or neutral framing.

This matters because unclassified mention counts are misleading. A brand with zero mentions and a brand with equal positive and negative mentions can both produce a sentiment score near zero, but they are in completely different positions. BoatUS (Geico) is in the first position. The brand is not being discussed at all in the qualified observation set.

Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, and for BoatUS (Geico) in October 2026, there is no sentiment to classify because there is no visibility to measure.

Sentiment by Platform

Questions This Section Answers

• Which AI platforms recorded any BoatUS (Geico) sentiment in October 2026?
• What does the platform-level sentiment table show about the brand's presence across ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode?

Methodology

1. This report is a benchmark-based analysis of how AI search and chat surfaces presented BoatUS (Geico) within the Boat Insurance vertical in October 2026. It is not a client implementation case study and does not describe results from any CiteWorks Studio engagement.
2. The reporting window is October 2026, with comparison points from July 2026, August 2026, and September 2026 where the benchmark provides them.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. These are the six canonical surface families with at least one qualified observation in the October 2026 measurement.
4. The October 2026 benchmark began with 800 prompt-surface observations and produced 137 qualified observations after qualification. The qualified set is the public denominator for all brand-level percentages in this report.
5. The competitor universe includes ten tracked brands: Allstate, BoatUS (Geico), Foremost Insurance, Markel, National General, Nationwide, Progressive, State Farm, Travelers, and USAA.
6. All 137 qualified observations in October 2026 fell into the Brand Recommendation buyer-intent cluster. The Pricing & Value and Multi-Brand Comparison clusters recorded zero qualified observations in both July 2026 and October 2026.
7. Stage 0 extraction produced the prompt-level observations that feed the aggregate metrics, retaining the query, the AI surface, the recommendation outcome, the rank at which each brand appeared, the sentiment of the response, and, where exposed, citations or attributable evidence sources.
8. A mention is counted when a tracked brand appears in any capacity in a qualified answer, whether recommended or simply referenced. BoatUS (Geico) recorded zero mentions in October 2026.
9. A valid recommendation is counted when a tracked brand appears in a recommendation shortlist within a qualified answer. BoatUS (Geico) recorded zero valid recommendations in October 2026.
10. Top-three rate is the share of qualified observations where the brand appears among the top three recommended options. Rank-one rate is the share where the brand is the single first recommendation. BoatUS (Geico) recorded zero placements at either level.
11. Several tracked brands rest on very small observation counts in October 2026, including Markel and Foremost Insurance with one mention each and no valid recommendations, and BoatUS (Geico) with none. Percentage movements of this size on such small bases should be read with that limitation in mind.
12. Brand naming across the series is not fully consistent. Foremost and Foremost Insurance, Progressive and Progressive RV Insurance, and Progressive RV Insurance's August 2026 entry all affect like-for-like comparison across months. The Foremost series appears under two tracking labels describing the same underlying carrier.
13. Month-over-month movement identifies changes worth investigating. It does not by itself establish the cause of those changes. Source presence in the benchmark is evidence about the information environment and is not automatically proof that a source caused a recommendation.

See How AI Is Recommending Your Brand

The public benchmark shows where BoatUS (Geico) stands in the Boat Insurance category. A company-level AI visibility audit maps the prompts, platforms, competitors, ranking positions, sentiment patterns, and evidence sources behind that score, and identifies which boating-specific questions still surface the brand and which competitors take the recommendation when it does not.