Select Home Warranty AI Visibility Market Strategy Report - Home Warranties

Answer Capsule

Select Home Warranty holds measurable AI presence in the home warranties category but converts that presence into recommendations at a much lower rate than the category leaders. In October 2026, the brand recorded a 34.0% raw mention presence rate and a 30.3% valid recommendation coverage rate across 694 qualified observations, ranking seventh of ten tracked brands. Its clearest weakness is first-position recommendation power, where it holds a 0.43% rank-one rate against American Home Shield's 65.13%. The clearest opportunity sits in converting its existing mention footprint into top-three placements, since the brand is already surfaced in roughly one in three qualified observations but is recommended in the top three in only 12.10% of them.

Who This Report Is For

This report is written for Select Home Warranty's marketing, growth, and brand leadership teams, and for category analysts tracking how home warranty brands are surfaced and recommended across AI assistants and AI-powered search surfaces.

Report Card

Executive Summary

Questions This Section Answers

• How does Select Home Warranty's AI presence compare with its actual recommendation rate?
• Where does Select Home Warranty rank among tracked home warranty brands in AI recommendations?
• What trend does the three-month movement data show for Select Home Warranty's AI visibility?

Select Home Warranty is visible in AI-generated home warranty answers but is not being recommended at the rate its presence would suggest. The brand appeared in 236 of 694 qualified observations in October 2026, a 34.01% raw mention presence rate, yet it received valid recommendation credit in only 210 observations, a 30.26% valid recommendation coverage rate. That gap between being mentioned and being recommended is the central finding of this report.

The brand ranked seventh of ten tracked home warranty companies by valid recommendation coverage in October 2026. American Home Shield led at 91.5%, followed by Liberty Home Guard at 76.8%, Cinch Home Services at 61.2%, AFC Home Warranty at 48.6%, Choice Home Warranty at 41.6%, and First American Home Warranty at 36.2%. Select Home Warranty's 30.26% placed it ahead of 2-10 Home Buyers Warranty, Old Republic Home Protection, and American Residential Warranty, but well behind the recommendation-stage leaders.

Placement is where the gap widens further. Select Home Warranty recorded a 12.10% top-three recommendation rate and a 0.43% rank-one rate in October 2026. American Home Shield recorded 88.90% and 65.13% on the same measures. Liberty Home Guard recorded 53.75% and 12.68%. The brand is being mentioned in AI answers, but it is rarely the answer.

Sentiment is not the problem. Select Home Warranty recorded 216 positive mentions, 18 neutral mentions, and 2 negative mentions in October 2026, producing a net sentiment score of 0.9068. That is a strong framing signal and the highest positive-to-negative ratio among the mid-tier brands. The issue is not how AI systems describe the brand. It is how often they choose it.

The strongest platform signal for Select Home Warranty came from AI Overviews, where the brand recorded a 53.6% valid recommendation coverage rate and a 25.3% top-three rate. The weakest platform signal came from ChatGPT, where the brand recorded only a 6.7% valid recommendation coverage rate and a 1.1% top-three rate. That platform gap is the clearest structural weakness in the data.

The benchmark also shows a three-month decline pattern. Select Home Warranty's valid recommendation coverage fell 9.9 points from July 2026's 40.2% to October 2026's 30.26%, and its raw mention presence rate fell 10.5 points over the same period, from 44.5% to 34.01%. The brand is losing both presence and placement simultaneously.

The category context matters here. Recommendation-shaped answer share across the benchmark rose 16.0 points from July to October 2026, from 45.2% to 61.2%. AI systems are producing more recommendation-shaped answers in this category, not fewer. Select Home Warranty is losing ground while the category's recommendation surface expands.

What Select Home Warranty Is Winning

Questions This Section Answers

• Which measures show Select Home Warranty performing well in AI answers?
• Which platform produces the strongest recommendation signal for Select Home Warranty?

Select Home Warranty's clearest win is its sentiment profile. The brand recorded 216 positive mentions against 2 negative mentions in October 2026, producing a net sentiment score of 0.9068. That places it in the top half of the tracked set on framing quality and indicates that when AI systems do mention the brand, they describe it favorably.

The brand's second win is its AI Overviews performance. On that platform, Select Home Warranty recorded a 53.6% valid recommendation coverage rate and a 25.3% top-three rate across 166 qualified observations. That is the strongest platform-level recommendation signal in the brand's October data and shows that the brand can achieve meaningful recommendation placement on at least one major surface.

The brand also holds a narrow but real presence advantage over the bottom tier. Its 34.01% raw mention presence rate and 30.26% valid recommendation coverage rate place it ahead of 2-10 Home Buyers Warranty, Old Republic Home Protection, and American Residential Warranty. That is a modest win, but it establishes Select Home Warranty as a mid-tier presence rather than a marginal one.

These wins are real but limited. The brand does not lead any platform, does not lead any cluster, and does not hold a top-three position in the category standings. The wins are about framing quality and one platform's recommendation behavior, not about category-level recommendation power.

Where Select Home Warranty Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why is Select Home Warranty mentioned in AI answers but rarely recommended in the top three?
• Which platforms show the weakest recommendation coverage for Select Home Warranty?
• How are nearby competitors converting mentions into top-three placements at higher rates?

The clearest gap is recommendation conversion. Select Home Warranty was mentioned in 236 qualified observations in October 2026 but received valid recommendation credit in only 210. More importantly, it appeared in the top three in only 84 observations and in first position in only 3. The brand is present in AI answers but is not being selected as the answer.

The second gap is platform concentration. Select Home Warranty's recommendation coverage varies sharply by platform. On AI Overviews, it recorded 53.6% coverage. On ChatGPT, it recorded 6.7%. On Perplexity, 17.2%. On Copilot, 14.1%. On Gemini, 14.1%. On AI Mode, 43.1%. The brand's recommendation power is concentrated on Google's AI surfaces and largely absent from ChatGPT, which is the platform with the largest monthly opportunity pool in the dataset.

The third gap is competitive displacement. Choice Home Warranty, which ranks directly above Select Home Warranty by coverage, recorded a 21.76% top-three rate and a 41.6% valid recommendation coverage rate in October 2026. First American Home Warranty, which ranks one position above Choice, recorded a 16.86% top-three rate and a 36.2% coverage rate. Both brands are converting their presence into top-three placements at roughly 1.4 to 1.8 times Select Home Warranty's rate.

The fourth gap is trend direction. Select Home Warranty declined for three consecutive months from July to October 2026. Its valid recommendation coverage fell 9.9 points, its raw mention presence rate fell 10.5 points, and its top-three rate fell 5.8 points. The brand is not holding position in a category where recommendation-shaped answers are becoming more common.

Biggest Opportunity

The single biggest opportunity for Select Home Warranty is converting its existing mention footprint into top-three recommendation placements on ChatGPT and Perplexity. The brand already appears in 34.01% of qualified observations, which means AI systems can find and describe it. The gap is that ChatGPT recommends it in only 6.7% of its observations and Perplexity in only 17.2%, while AI Overviews recommends it in 53.6%. Closing even part of that platform gap would move the brand's overall top-three rate materially, because ChatGPT and Perplexity together represent a substantial share of the benchmark's qualified observation base.

Competitive Landscape

Questions This Section Answers

• How does Select Home Warranty's top-three and rank-one rate compare with the category leaders?
• Where does Select Home Warranty typically land when it does receive recommendation credit?

American Home Shield holds dominant recommendation-stage strength in the home warranties category, with Liberty Home Guard as the strongest challenger and Cinch Home Services as the clearest mid-tier riser. Select Home Warranty sits in the lower-middle of the tracked set, visible but under-recommended relative to its mention footprint.

Average recommended rank covers rank-eligible recommendations only.

Select Home Warranty's 12.10% top-three rate places it seventh of ten, and its 0.43% rank-one rate places it seventh as well. The brand's average recommended rank of 3.83 is the third-lowest in the tracked set, meaning that when it does receive rank credit, it typically lands in the lower half of the recommendation list. Its sentiment score of 0.9068 is competitive with the mid-tier but does not translate into placement.

Prompt Evidence

Questions This Section Answers

• Which platform-level results best illustrate Select Home Warranty's recommendation gap?
• What does the prompt evidence show about Select Home Warranty's performance on ChatGPT versus AI Overviews?

ChatGPT / Best Home Warranty & Top Homeowners Protection Plans Prompt: "What is the best home warranty provider?" Result: Select Home Warranty recorded a 6.7% valid recommendation coverage rate on ChatGPT in October 2026, its weakest platform-level result, indicating the brand is rarely surfaced as a recommendation on this platform.

AI Overviews / Best Home Warranty & Top Homeowners Protection Plans Prompt: "What is the most reputable home warranty?" Result: Select Home Warranty recorded a 53.6% valid recommendation coverage rate and a 25.3% top-three rate on AI Overviews, its strongest platform-level result and the clearest evidence that the brand can achieve recommendation placement.

Perplexity / Best Home Warranty & Top Homeowners Protection Plans Prompt: "Which company is the best home warranty?" Result: Select Home Warranty recorded a 17.2% valid recommendation coverage rate on Perplexity with no rank-one placements, indicating presence without first-position recommendation conversion.

AI Mode / Best Home Warranty & Top Homeowners Protection Plans Prompt: "What is the best home warranty company in Ohio?" Result: Select Home Warranty recorded a 43.1% valid recommendation coverage rate on AI Mode, showing stronger recommendation behavior on Google's AI surfaces than on standalone assistant platforms.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map Select Home Warranty's prompt-level recommendation behavior across all six tracked platforms, with particular focus on the ChatGPT and Perplexity gaps identified in this benchmark.

Phase 2: Recommendation Readiness Plan Identify which prompt types and answer structures currently produce top-three placements for competitors and define the specific recommendation conditions Select Home Warranty needs to meet.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned pages so that AI systems can retrieve clear, structured, recommendation-ready descriptions of Select Home Warranty's coverage, positioning, and differentiators.

Phase 4: Citation / Authority Layer Development Build the third-party editorial, review, and comparison source footprint that AI systems in this category rely on, since the benchmark shows official brand domains are largely absent from the top cited sources.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Select Home Warranty's presence, valid recommendation coverage, top-three rate, and rank-one rate month over month to measure whether the platform gap is closing.

Why This Matters

AI systems are producing recommendation-shaped answers in the home warranties category more often than they were three months ago. Recommendation-shaped answer share rose from 45.2% in July 2026 to 61.2% in October 2026. That means more buyer questions are being answered with a shortlist, and fewer are being answered with a neutral list of options. In that environment, being mentioned is not the same as being chosen.

Select Home Warranty's data shows the difference clearly. The brand is mentioned in roughly one in three qualified observations, but it is recommended in the top three in only about one in eight. The next move is not broader visibility. It is targeted correction of the prompt, page, and citation layers that determine whether an AI system places the brand in the shortlist or leaves it in the background.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why does Select Home Warranty's strong sentiment score not translate into recommendation power?
• How should AI visibility metrics be read alongside sentiment and recommendation coverage?

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

For Select Home Warranty in October 2026, that calculation is (216 × 1 + 18 × 0 + 2 × -1) / 236, which produces a score of 0.9068.

This matters because unclassified mention counts are misleading. A brand that appears in 236 AI answers sounds visible, but that number does not distinguish between a strong recommendation, a neutral reference, a cautionary mention, and a mention that only appears because a competitor was being discussed. Select Home Warranty's 236 mentions break down into 216 positive, 18 neutral, and 2 negative, which is a favorable framing profile. But framing quality is not the same as recommendation power. The brand is described well when it appears. It simply does not appear in the recommendation position often enough.

Share of voice is a diagnostic metric, not a business KPI. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, and it must be read alongside recommendation coverage and placement, not instead of them.

Sentiment by Platform

Methodology

1. This report is a benchmark-based AI Visibility Company Market Strategy Report for Select Home Warranty, produced from the LLM Authority Index AI Visibility Market Discovery Index for Home Warranties and the associated October 2026 metrics aggregation.
2. The reporting month is October 2026, with trend comparisons against the July 2026 baseline and the intervening August and September 2026 readings.
3. Six AI/search surface families were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
4. The October 2026 collection began with 800 source prompt-surface observations and produced 694 qualified observations after relevance and qualification filtering. August 2026 produced 635 qualified observations and September 2026 produced 686.
5. The competitor universe contains ten tracked home warranty brands: 2-10 Home Buyers Warranty, AFC Home Warranty, American Home Shield, American Residential Warranty, Choice Home Warranty, Cinch Home Services, First American Home Warranty, Liberty Home Guard, Old Republic Home Protection, and Select Home Warranty.
6. Three public high-intent clusters are defined for this category: Best Home Warranty & Top Homeowners Protection Plans (consideration stage), Home Warranty Comparisons & Homeowners Protection Alternatives (evaluation stage), and Home Warranty Pricing & Homeowners Protection Plan Costs (decision stage). Only the consideration cluster produced qualified observations in October 2026.
7. Stage 0 extraction produced the prompt-level records that feed the metrics aggregation, retaining query, AI surface, answer, brand outcome, recommendation placement, sentiment, and citation or attributable evidence sources where exposed.
8. A mention is counted when a tracked brand appears in a qualified observation, regardless of whether the brand is recommended, referenced neutrally, or discussed in comparison to another brand.
9. A valid recommendation is counted when a brand appears in a recommendation-shaped answer and receives rank credit within the top ten positions. Neutral, cautionary, comparison-anchor, and listed-only mentions are not counted as valid recommendations.
10. Unique question count for October 2026 was 390. The public benchmark does not expose the full unique prompt list, so prompt-level analysis in this report is limited to the examples surfaced in the aggregation.
11. Brand-level percentages use the 694 qualified observations as the denominator, not the 800 source prompt-surface observations.
12. Month-over-month movement identifies changes worth investigating. It does not by itself establish the cause of those changes. Source presence in the citation layer is evidence about the information environment, not automatic proof that a source caused a recommendation.

See How AI Is Recommending Your Brand

The public benchmark shows where Select Home Warranty is visible and where it is being passed over. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and citation sources that determine whether the brand lands in the shortlist or stays in the background, and turns those patterns into a prioritized recommendation strategy.