How AI Search Is Recommending Homeowners Protection: Monthly Trends

Executive Summary

American Home Shield strengthened its category position in October 2026, extending its lead to 91.8% valid recommendation coverage. The gap to second-place Liberty Home Guard now stands at 12.5 points, widening from a 6.2 point margin in July 2026.

The strongest upward mover in October 2026 was AFC Home Warranty, which rose 13.3 points from 34.9% in July 2026 to 48.2% in October 2026. This advance carried AFC to 29.7% top-three placement, up from 12.2% in July, and 3.4% rank-one placement, down slightly from 4.0% at baseline. AFC is gaining shortlist presence without converting it into first-choice placement. Cinch Home Services also posted a significant rise, gaining 12.3 points from 52.1% in July to 64.4% in October.

The sharpest decliner was HomeServe, down 2.1 points from 2.7% in July 2026 to 0.6% in October 2026. This marked the third consecutive month of decline, leaving HomeServe with the lowest valid recommendation coverage of all ten tracked brands.

Three brands registered significant gains while one declined significantly, reflecting concentrated strength at the top alongside continued erosion at the bottom.

Each monthly run begins with 800 prompt-surface observations (402 unique questions) across the benchmark's defined AI/search surface universe. Of those, 800 mentioned a tracked brand or competitor; 798 were relevant and 2 were irrelevant. The public metrics use the 680 observations that survive both qualification stages. At baseline in July 2026, the run began with 800 prompt-surface observations (389 unique questions); 800 mentioned a tracked brand or competitor; 798 were relevant and 2 were irrelevant, yielding 631 qualified benchmark observations.

Key Findings

AI Response Inconsistency Alerts

The benchmark detected 21 critical or high-severity factual inconsistencies across six AI platforms: ChatGPT, Copilot, Gemini, Google AI Overviews, Google AI Mode, and Perplexity. These conflicts represent cases where AI systems provided contradictory information about the same companies in response to identical or closely related questions.

American Home Shield

AI platforms provided conflicting information about American Home Shield's HVAC coverage limit. When asked "Who has the best home warranty?" ChatGPT stated the company offers "up to $10,000 for HVAC," citing This Old House and NerdWallet. Gemini stated "up to $5,000 for HVAC," citing This Old House's California-specific guide. Both answers described the same company's coverage cap.

A separate conflict emerged on starting monthly cost. When asked "What is the best extended warranty for home appliances?" Gemini stated "$65/mo," citing WhatRepairCosts, while Copilot stated "$29.99+," citing Consumer Affairs, NerdWallet, and Forbes Advisor. The 35 dollar discrepancy in starting price appeared across different surfaces responding to the same question.

AI systems also differed on American Home Shield's service fee. When asked "What is the best home warranty to get?" Gemini stated "Service fee $75," citing This Old House and Empire Home Protect. Google AI Overviews stated "Service fees of $100 or $125," citing CNBC, Consumer Affairs, and USA Today. A related conflict showed Gemini again stating "$75" while Google AI Mode stated "$100–$125," with Empire Home Protect flagged as a source containing both figures.

The HVAC coverage cap conflict appeared again when AI systems were asked "Which home protection plan is the best?" ChatGPT stated "up to $10,000 for HVAC," citing This Old House and Forbes, while Google AI Overviews stated "up to $5,000 for HVAC," citing CNBC, Money, and MarketWatch.

A pricing conflict emerged when asked "What is the best home appliance insurance?" Gemini stated "~$29.99," citing Empire Home Protect, while Copilot stated "~$76," citing This Old House, MarketWatch, and Consumers Advocate.

When asked "What is the most reputable home warranty company?" ChatGPT named American Home Shield as "the most reputable overall," citing This Old House, BBB complaints, and Forbes, while Copilot named Liberty Home Guard as "the most reputable all-around provider," citing US News, Warranty Rating, and This Old House.

A coverage structure conflict emerged when asked "What is the best home warranty for plumbing?" ChatGPT stated "AHS plans have a $50,000 aggregate contract limit," citing the company's own plumbing coverage page, This Old House, and NerdWallet. Copilot stated "AHS offers unlimited repair limits," citing This Old House, Consumer Affairs, and US News. This Old House was flagged as containing the "unlimited repair limits" claim.

First American Home Warranty

AI platforms provided conflicting information about First American's monthly pricing. When asked "How much does a home warranty cost in Michigan?" Gemini stated "~$80 to $133/month," citing This Old House, Consumer Affairs, and Insurify. Google AI Overviews stated "Michigan plans start around $47 per month," citing Consumer Affairs, HWA Home Warranty, and Today's Homeowner. Two Empire Home Protect sources were flagged as containing lower pricing claims.

Coverage limits for HVAC and ductwork also conflicted. When asked "Who is the best home warranty in Texas?" Gemini stated "unlimited caps for HVAC and ductwork on certain tiers," citing VIP Real Estate, This Old House, and Dunn and Stone Builders. Perplexity stated "No stated limits for HVAC, electrical, and plumbing repairs," citing NerdWallet, Forbes, and CNBC. First American's own Texas page was flagged as stating "there's no total coverage dollar limit."

When asked "What home warranty has the best HVAC coverage?" Copilot stated "Unlimited coverage caps," citing Consumer Affairs, MarketWatch, and US News. Google AI Mode stated "High coverage limits on standard repairs (not unlimited)," citing NerdWallet.

A conflict emerged on appliance coverage caps. When asked "What is the best appliance insurance to get?" Gemini stated First American offers "up to $7,000 on certain plans," citing The Close, Business Insider, and Home Warranty Reviews. Google AI Overviews attributed the same "$7,000 per item on select plans" cap to Old Republic Home Protection, citing American Home Shield's site, MarketWatch, and This Old House.

A separate appliance cap conflict appeared when asked "What are the best home warranty policies?" Copilot stated "Up to $7,000 appliance cap," citing Warranties.Homes and Best Company. Gemini stated "Coverage caps for major items like HVAC or appliances at $1,500 to $2,000, with premium plans up to $3,000 or higher," citing Consumer Affairs, Home Warranty Reviews, and This Old House.

Choice Home Warranty

AI platforms provided conflicting information about Choice's monthly pricing. When asked "What is the best home warranty company in Ohio?" Gemini stated "$61 to $69 per month," citing Consumer Affairs and This Old House. Google AI Mode stated "$40 – $55 per month," citing Forbes, American Home Shield's Ohio page, and HSP Home Warranty. A related conflict showed Gemini again stating "$61 to $69 per month" while Copilot stated "$40–$60 per month."

Service call fee information also conflicted. When asked "Is Choice Home Warranty cheaper than American Home Shield?" Perplexity stated "Choice service fee commonly $60–$85," citing MarketWatch, This Old House, and US News. Google AI Overviews stated "Choice service call fee fixed at $100," citing NerdWallet, USA Today, and additional NerdWallet content. NerdWallet's Choice review was flagged as stating a $100 service fee.

A plan structure conflict emerged when asked "Who is better, American Home Shield or Choice Home Warranty?" Google AI Mode stated "Basic and Total Plan both bundle systems and appliances together," citing NerdWallet, VolBuild, and Forbes. Google AI Overviews stated "Basic Plan covers major systems only; Total Plan adds appliances," citing NerdWallet, USA Today, and Consumer Affairs.

Liberty Home Guard

AI platforms provided conflicting information about Liberty Home Guard's workmanship guarantee length. When asked "Who is the top rated home warranty company?" Google AI Mode stated "365 days," citing Consumer Affairs, Money, and CNBC. Copilot stated "60-day workmanship guarantee," citing Warranties.Homes and Best Company.

A related conflict showed Copilot again stating "60-day workmanship guarantee" while Gemini stated "365-day workmanship guarantee," both responding to "What are the best home warranty policies?"

A third conflict emerged when asked "What is the very best home warranty company?" Gemini stated "Liberty Home Guard offers a strong 60-day workmanship guarantee," citing Agent Advice and Home Membership. Google AI Overviews stated "Liberty Home Guard provides a 365-day workmanship warranty," citing MarketWatch, CNBC, and NerdWallet.

AFC Home Warranty

AI platforms provided conflicting information about AFC's maximum appliance payout. When asked "What is the best home appliance warranty?" Gemini stated "Up to $3,000," while Copilot stated "Up to $50,000 annually," citing MarketWatch, CNBC, and Consumer Affairs. The two figures differ by 47,000 dollars on the same company's appliance coverage cap.

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.

Note on intermediate months: August 2026 qualified 659 observations from 418 unique questions, and September 2026 qualified 717 observations from 391 unique questions, before the October run settled at 680.

Benchmark-Level Metrics

The recommendation-shaped answer share crossed above 50% in October 2026, up from 47.5% in July 2026, indicating that more than half of qualified observations now produce a structured recommendation outcome.

AI Recommendation Trend

Questions This Section Answers

• Which home warranty brands gained or lost valid recommendation coverage since July 2026?
• How wide is American Home Shield's lead over Liberty Home Guard, and how did the second and third positions shift?

A Widening Lead at the Top and a Rising Middle Tier

American Home Shield extended its leadership position with a significant 4.6 point gain since July 2026, while the second and third positions compressed as Liberty Home Guard declined and AFC Home Warranty and Cinch Home Services advanced.

Three brands exceeded the normal range of movement across the baseline-to-current period: AFC Home Warranty, American Home Shield, and Cinch Home Services all registered significant gains, while HomeServe recorded a significant decline. The category-level movement reflects concentrated advances rather than a single market-wide shift.

What Changed This Month

Questions This Section Answers

• What drove American Home Shield's significant rise and rank-one gain this month?
• Why did AFC Home Warranty and Cinch Home Services post significant gains while HomeServe declined for a third month?
• What is the difference between raw mention presence and valid recommendation for brands like HomeServe and First American?

American Home Shield

American Home Shield rose from 87.2% in July 2026 to 91.8% in October 2026, a 4.6 point gain that registered as significant. The sharper story is the current month: coverage moved up 4.9 points from September 2026 (86.9%), a significant single-month jump extending a two-month upward streak.

The rise was supported by rank-one placement, which climbed 12.9 points from 51.5% in July to 64.4% in October. Top-three placement also advanced 7.2 points, from 82.9% to 90.1%. Raw mention presence remained near ceiling at 98.8%, up 0.4 points from 98.4% at baseline.

The distinction here is that American Home Shield is not merely present in AI answers; it is increasingly placed first. The brand now captures the top rank in nearly two-thirds of qualified observations. Highest-priority diagnostic: which prompt categories drove the rank-one gains, and whether competitors lost top placement when American Home Shield moved up.

AFC Home Warranty

AFC Home Warranty rose from 34.9% in July 2026 to 48.2% in October 2026, a 13.3 point gain that registered as significant and continued a three-month upward streak. The current month alone contributed a 7.2 point rise from September 2026 (41.0%), which also exceeded the significance threshold.

Raw mention presence climbed 13.3 points from 38.5% to 51.8%, while top-three placement rose 17.5 points, from 12.2% to 29.7%. Rank-one placement eased 0.6 points to 3.4%, indicating the gain came from broader shortlist inclusion rather than top-spot capture.

AFC Home Warranty is becoming a consistent presence in the recommendation set while rank-one remains elusive. The brand's valid recommendation count rose from 220 in July to 328 in October, a substantial increase in the absolute number of prompts where it appears as a viable option. Highest-priority diagnostic: which surfaces and question types account for the presence gain, and whether the pattern reflects new sources citing AFC.

Cinch Home Services

Cinch Home Services rose from 52.1% in July 2026 to 64.4% in October 2026, a 12.3 point gain that registered as significant. The current month contributed a 6.5 point rise from September 2026 (57.9%), also significant.

Raw mention presence advanced 10.5 points from 57.7% to 68.2%, and top-three placement rose 10.3 points, from 28.4% to 38.7%. Rank-one placement moved up 0.9 points to 6.6%, a smaller change by comparison.

Cinch Home Services has moved decisively into third place. Its lead over First American Home Warranty has widened from 10.4 points in July 2026 to 26.2 points in October 2026. The brand's valid recommendation count rose from 329 in July to 438 in October. Highest-priority diagnostic: whether the top-three gains came at the expense of First American Home Warranty, Choice Home Warranty, or Liberty Home Guard.

HomeServe

HomeServe declined from 2.7% in July 2026 to 0.6% in October 2026, a 2.1 point drop that registered as significant. This marked the third consecutive month of decline, following drops in August and September.

The brand's valid recommendation count fell to just 4 valid recommendations in October 2026, down from 17 in July. Rank-one placement remained at 0.0% throughout the series, and top-three placement stood at 0.0%, meaning HomeServe did not appear in the top tier of any qualified recommendation in October.

The distinction here is between presence and recommendation. HomeServe still appeared in 12 of 680 qualified observations, but in only 4 did it qualify as a valid recommendation. Highest-priority diagnostic: which prompts still mention HomeServe at all, and whether those are comparison or negative-context queries.

Liberty Home Guard

Liberty Home Guard declined from 81.0% in July 2026 to 79.3% in October 2026, a 1.7 point drop that did not register as significant. The current month showed a 3.3 point recovery from September 2026 (76.0%), also not significant.

Top-three placement fell 4.1 points from 61.2% to 57.1%, while rank-one placement eased 0.8 points to 13.8%. Raw mention presence declined 5.8 points, from 90.5% to 84.7%.

The category observation here is a narrowing gap between Liberty Home Guard and the rising middle tier. The gap to Cinch Home Services in third narrowed from 28.9 points in July to 14.9 points in October, while the gap to AFC Home Warranty narrowed from 46.1 points to 31.1 points over the same period. Highest-priority diagnostic: whether the presence loss tracks specific prompt categories or surfaces where competitors are gaining.

First American Home Warranty

First American Home Warranty declined from 41.7% in July 2026 to 38.2% in October 2026, a 3.5 point drop that did not register as significant. The current month showed a 2.9 point decline from September 2026 (41.1%), also not significant.

Raw mention presence fell 5.7 points, from 51.0% to 45.3%. Top-three placement rose 4.0 points to 18.1%, while rank-one placement eased 0.8 points to 0.7%.

First American Home Warranty presents a mixed signal: fewer answers mention the brand, but when mentioned, it appears more often in the top three. The brand's valid recommendation count fell from 263 in July to 260 in October, a small change relative to the presence decline. Highest-priority diagnostic: whether the presence loss is concentrated in specific surfaces, and whether the top-three gain reflects improved ranking or reduced shortlist competition.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent cluster did the October 2026 observations fall into?
• What commercial questions can the benchmark not answer because no Pricing & Value or Multi-Brand Comparison observations were recorded?

All 680 qualified observations in October 2026 fell into the Brand Recommendation cluster; no observations were recorded in the Pricing & Value or Multi-Brand Comparison clusters this month. The public benchmark therefore answers which brands AI systems recommend outright, but it cannot yet speak to how AI frames pricing, value, or head-to-head comparisons among tracked brands. Those commercial questions remain open for company-level analysis.

Brand Opportunity Summary

Questions This Section Answers

• Which home warranty brands show significant movement and what diagnostic question does each raise?
• For brands with stable coverage like Choice Home Warranty and Old Republic, what signals warrant further investigation?

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 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 CiteWorks Studio AI Visibility Industry Market research program.

• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• Small-count movement warrants caution; brands with fewer than 50 valid recommendations, such as HomeServe and American Residential Warranty, can shift on a handful of prompt-level changes.
• The qualified denominator (680 in October 2026) differs from the raw collection universe (800 prompts); percentages reflect the qualified set only.
• Directional analysis identifies movement worth investigating, but month-over-month change does not by itself establish cause.

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 point to questions that require a deeper look. Which high-intent prompts is a brand winning and which is it losing? When AFC Home Warranty gains a top-three placement, which competitor loses that slot? What attributes do AI systems associate with HomeServe as its coverage approaches zero? Which external sources are shaping the answers that drive these movements?

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 view to the brand-level detail that explains why the numbers moved.

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