Right at Home AI Visibility Market Strategy Report - Home Health Care

Answer Capsule

Right at Home holds fourth place in the October 2026 LLM Authority Index Home Health Care benchmark, with a valid recommendation coverage of 45.17% and a raw mention presence rate of 54.21%. The brand is visible in AI-generated recommendations but converts that visibility into top-three placement less often than the three brands ahead of it. Its clearest win is a rank-one rate of 10.28% that stays competitive with Comfort Keepers despite lower overall coverage. Its clearest weakness is a 9.0-point gap between presence and recommendation conversion, and its clearest opportunity is closing the top-three placement gap in the Brand Recommendation cluster.

Who This Report Is For

This report is for Right at Home marketing, brand, and digital strategy leaders who need to understand how AI systems are recommending home health care providers and where the brand sits relative to its competitive set.

Report Card

Executive Summary

Right at Home is visible in AI-generated home health care recommendations but is not converting that visibility into top-three placement at the rate of the category leaders. The brand recorded a raw mention presence rate of 54.21% in October 2026, meaning it appeared in more than half of qualified observations. Its valid recommendation coverage was 45.17%, a 9.0-point gap that indicates the brand is mentioned more often than it is shortlisted.

The brand's recommendation profile is positive on framing. Right at Home recorded 148 positive mentions, 26 neutral mentions, and zero negative mentions across 174 total mentions, producing a net sentiment score of 0.8506. That places it in the top tier of the category for framing quality, alongside Home Instead (0.8533) and Comfort Keepers (0.8702).

Right at Home's strongest platform signal is AI Overviews, where it recorded a 44.1% top-three rate and a 19.6% rank-one rate. Its strongest cluster is the Brand Recommendation cluster, the only qualified cluster in the October 2026 benchmark. The brand's rank-one rate of 10.28% is competitive with Comfort Keepers (11.21%), and Right at Home achieves this with lower overall coverage, suggesting efficient first-position conversion when it does appear.

The clearest gap is in top-three placement. Right at Home's top-three rate of 29.91% trails Visiting Angels (57.01%), Home Instead (44.86%), and Comfort Keepers (42.99%) by significant margins. The brand is present in AI answers but is not consistently named among the first three providers recommended.

The brand's prior-to-current movement was positive. Right at Home rose from 36.0% coverage in September 2026 to 45.17% in October 2026, a 9.2-point gain that exceeded the prior-to-current threshold. Against the July 2026 baseline of 43.8%, the brand is up 1.4 points, a movement within normal variation.

The October 2026 benchmark contained no qualified Pricing and Value or Multi-Brand Comparison observations, so this report cannot address how Right at Home performs in cost or head-to-head comparison prompts. Those questions require company-level analysis with different prompt designs.

What Right at Home Is Winning

Right at Home holds a competitive rank-one rate relative to its coverage position. At 10.28%, the brand's rank-one rate is close to Comfort Keepers (11.21%) despite Comfort Keepers holding 54.5% valid recommendation coverage against Right at Home's 45.17%. This suggests that when Right at Home is recommended, it converts to first position at a relatively efficient rate.

The brand has zero negative mentions across 321 qualified observations. Its net sentiment score of 0.8506 is among the highest in the category, indicating that AI systems frame Right at Home positively when they mention it. This is a framing quality advantage that supports recommendation conversion.

Right at Home's strongest platform is AI Overviews, where it recorded a 44.1% top-three rate and a 19.6% rank-one rate across 102 platform observations. The brand also performs well on Perplexity, where it recorded a 26.7% top-three rate and a 73.3% valid recommendation coverage rate across 15 observations. These platform-level signals indicate that Right at Home has recommendation strength in specific AI surface environments.

The brand's prior-to-current movement was positive. Right at Home rose 9.2 points from September 2026 to October 2026, a significant month-over-month gain. This recovery suggests the brand is moving in the right direction after a September dip.

Where Right at Home Has the Clearest AI Visibility Gaps

Questions This Section Answers

• How large is Right at Home's top-three placement gap to Visiting Angels, Home Instead, and Comfort Keepers?
• Why is the brand mentioned in AI answers but not shortlisted as a recommendation?
• Which platforms account for Right at Home's weakest top-three placement?

Right at Home's clearest gap is top-three placement. The brand's top-three rate of 29.91% is 27.10 points behind Visiting Angels (57.01%), 14.95 points behind Home Instead (44.86%), and 13.08 points behind Comfort Keepers (42.99%). The brand is present in AI answers but is not consistently named among the first three providers recommended.

The gap between presence and recommendation conversion is the core diagnostic. Right at Home appeared in 54.21% of qualified observations but received valid recommendation credit in only 45.17%. That 9.0-point gap means the brand is mentioned in answers where it is not shortlisted as a recommendation. Competitors with tighter presence-to-recommendation ratios are capturing the shortlist positions that Right at Home's visibility would otherwise support.

Platform-level gaps are also visible. On ChatGPT, Right at Home recorded a 33.3% top-three rate and an 11.1% rank-one rate across 27 observations, trailing Home Instead (51.9% top-three, 25.9% rank-one) and Visiting Angels (44.4% top-three, 7.4% rank-one). On Copilot, the brand recorded a 20.5% top-three rate and zero rank-one placements across 39 observations. On Gemini, Right at Home recorded a 9.1% top-three rate and zero rank-one placements across 33 observations. These platform-specific gaps indicate that Right at Home's recommendation strength is concentrated in AI Overviews and Perplexity rather than distributed across all six tracked surfaces.

The brand's rank-one rate of 10.28% is a strength relative to its coverage position, but the absolute number of rank-one placements (33) is well behind Home Instead (60) and Visiting Angels (49). Increasing the volume of first-position recommendations requires expanding top-three placement first.

Biggest Opportunity

Questions This Section Answers

• How much would Right at Home's top-three rate need to rise to match Comfort Keepers and Home Instead?
• Which platforms offer the largest opportunity to lift Right at Home's recommendation placement?

Right at Home's biggest opportunity is closing the top-three placement gap in the Brand Recommendation cluster. The brand already has strong presence (54.21%) and positive framing (0.8506 net sentiment), but it converts that visibility into top-three placement at a rate 13 to 27 points below the category leaders. The path from reference to recommendation runs through improving how AI systems position Right at Home when they do mention it.

The specific opportunity is to increase the brand's top-three rate from 29.91% toward the 43% to 45% range occupied by Comfort Keepers and Home Instead. That would require converting approximately 42 additional qualified observations from mention-only to top-three placement. The brand's rank-one rate of 10.28% suggests that when Right at Home does enter the top three, it has a reasonable chance of being named first.

The platform-level opportunity is to strengthen Right at Home's position on ChatGPT, Copilot, and Gemini, where its top-three rates trail its AI Overviews performance. These platforms represent 99 of the 321 qualified observations, and improving placement there would lift the brand's overall recommendation profile.

Competitive Landscape

Questions This Section Answers

• Where does Right at Home rank against the other home health care brands in the October 2026 benchmark?
• How does Right at Home's top-three and rank-one rate compare to the three providers ahead of it?

Visiting Angels holds dominant recommendation power in the October 2026 Home Health Care benchmark, with Home Instead and Comfort Keepers as the strongest challengers. Right at Home sits in fourth place, visible but under-recommended relative to its presence rate.

Average recommended rank covers rank-eligible recommendations only.

Right at Home's position in the table shows a brand with meaningful recommendation strength but a clear gap to the top three. Its top-three rate of 29.91% is 13.08 points behind Comfort Keepers and 27.10 points behind Visiting Angels. Its rank-one rate of 10.28% is competitive with Comfort Keepers (11.21%) but well behind Home Instead (18.69%). The brand's average recommended rank of 2.88 places it fourth among rank-eligible brands, consistent with its top-three rate position.

Prompt Evidence

AI Overviews / Brand Recommendation Prompt: "home health care near me" Result: Right at Home appeared in the recommendation set with a top-three placement, contributing to its 44.1% top-three rate on this platform.

ChatGPT / Brand Recommendation Prompt: "in-home care for seniors" Result: Right at Home was mentioned but did not appear in the top-three recommendations, consistent with its 33.3% top-three rate on ChatGPT.

Gemini / Brand Recommendation Prompt: "24 hour care" Result: Right at Home received a valid recommendation but no rank-one placement, reflecting its 9.1% top-three rate and zero rank-one rate on Gemini.

Perplexity / Brand Recommendation Prompt: "home care for seniors" Result: Right at Home appeared in the recommendation set with strong placement, contributing to its 26.7% top-three rate and 73.3% valid recommendation coverage on Perplexity.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map Right at Home's prompt-level performance across all six AI surfaces to identify which specific queries drive top-three placement and which queries produce mention-only outcomes.

Phase 2: Recommendation Readiness Plan Prioritize the prompt clusters and platforms where Right at Home has presence but weak recommendation conversion, starting with ChatGPT, Copilot, and Gemini.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned content to provide AI systems with clearer, more extractable recommendation signals for the queries where Right at Home is mentioned but not shortlisted.

Phase 4: Citation and Authority Layer Development Expand the public evidence layer that AI systems retrieve when forming home health care recommendations, focusing on the source types that support top-three placement.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Right at Home's top-three rate, rank-one rate, and presence-to-recommendation conversion monthly to measure progress against the category leaders.

Why This Matters

AI presence alone is not enough. Right at Home appears in more than half of qualified AI responses for home health care, but it converts that visibility into top-three placement at a rate well below the category leaders. The gap between being mentioned and being recommended is where buyer shortlists are formed, and brands that close that gap capture the recommendation positions that drive consideration.

The next move is targeted correction of the prompt, page, and citation layers that shape how AI systems position Right at Home. The brand has the presence and the positive framing. What it needs is stronger recommendation conversion in the queries and platforms where it is currently mentioned but not shortlisted.

Core Metrics

Sentiment Score

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

Right at Home's sentiment score is 0.8506, calculated from 148 positive mentions, 26 neutral mentions, and zero negative mentions across 174 total mentions.

This matters because unclassified mention counts are misleading. A brand can appear frequently in AI responses without being recommended, and 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. Right at Home's zero negative mentions and high positive share indicate strong framing quality, but framing quality alone does not guarantee top-three placement. The brand's 29.91% top-three rate shows that positive framing must be paired with recommendation conversion to capture buyer shortlist positions.

Share of voice is a diagnostic metric, not a business KPI. Classified sentiment is required before interpreting AI visibility, and Right at Home's sentiment profile supports the conclusion that the brand's gap is in recommendation placement rather than in how AI systems frame it.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Right at Home's AI recommendation performance in the Home Health Care category for October 2026. It is not a client implementation case study.
2. The reporting window is October 2026, with comparisons to July 2026 (baseline), August 2026, and September 2026 where available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
4. The benchmark analyzed 321 qualified observations in October 2026, drawn from 800 source prompt-surface observations and 630 unique questions.
5. The competitor universe includes 10 tracked brands: Addus HomeCare, Amedisys, BAYADA Home Health Care, BrightStar Care, Comfort Keepers, Home Instead, Honor, Interim HealthCare, Right at Home, and Visiting Angels.
6. One public high-intent cluster was qualified in October 2026: Brand Recommendation. Pricing and Value and Multi-Brand Comparison clusters had no qualified observations.
7. Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, and, where exposed, citations or attributable evidence sources.
8. A mention is defined as any appearance of the brand in an AI response, regardless of recommendation status.
9. A valid recommendation is defined as an appearance in a recommendation shortlist, as marked by the dataset. Negative, neutral, cautionary, comparison-anchor, and listed-only mentions are not counted as valid recommendations unless explicitly marked.
10. All percentages are calculated against the 321 qualified observations, not the raw collection universe. Top-3 rate, Rank-1 rate, and sentiment values are reported to two decimal places.
11. The benchmark does not measure market share, sales attribution, organic search ranking, social media mention volume, or causality from metric movement alone.
12. Small-count movement: brands with few qualified observations can shift by several points with a handful of recommendation changes. Movement for these brands indicates attention is warranted, not that a trend is established.

See How AI Is Recommending Your Brand

The public benchmark shows where Right at Home stands in AI-generated home health care recommendations. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and source patterns that shape those recommendations into a prioritized strategy.