Home Health Care in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Mark HuntleyBy Mark HuntleyFounder and CEO
22 minutes read

Key Takeaways

  • Visiting Angels and Home Instead lead the category on mentions, recommendations, and first-place placements.
  • The gap between being mentioned and being recommended shows that visibility and endorsement are not the same.
  • Amedisys, Home Instead, Right at Home, BrightStar Care, Comfort Keepers, and Visiting Angels have conflicting claims that need fact-checking.
  • The recommended next steps are a baseline scorecard, source verification, page reviews, and buyer-question content before measuring again.

Companies covered: Honor, Amedisys, Home Instead, Right at Home, Addus HomeCare, BrightStar Care, Comfort Keepers, Visiting Angels, Interim HealthCare, BAYADA Home Health Care

Answer Capsule

The November 2026 Home Health Care benchmark compares 10 companies across 269 AI answers that met its inclusion rules. Visiting Angels recorded 223 mentions and 200 recommendations (74.35% of the answers). Being mentioned means appearing in an answer; being recommended means receiving an affirmative endorsement.

We examine each company, compare the available monthly results, and set out a five-step plan for improving the information AI systems can draw on. The work starts with measuring visibility and checking conflicting claims, then moves to company pages, relevant publishers and buyer questions. The cited pages need review before any correction request, and the research does not establish what caused recommendation differences or promise future gains.

Executive industry diagnosis

Questions This Section Answers

  • What does the Home Health Care benchmark show about mentions, recommendations and placement?

Rank

Company

Mentions

Mention rate

Recommendations

Recommendation rate

Top 3

Top 3 rate

#1

#1 rate

1

Visiting Angels

223

82.90%

200

74.35%

157

58.36%

38

14.13%

2

Home Instead

223

82.90%

198

73.61%

151

56.13%

73

27.14%

3

Right at Home

191

71.00%

179

66.54%

115

42.75%

43

15.99%

4

Comfort Keepers

179

66.54%

168

62.45%

95

35.32%

19

7.06%

5

BrightStar Care

99

36.80%

91

33.83%

47

17.47%

13

4.83%

6

Interim HealthCare

54

20.07%

45

16.73%

16

5.95%

2

0.74%

7

Amedisys

40

14.87%

23

8.55%

15

5.58%

7

2.60%

8

BAYADA Home Health Care

26

9.67%

18

6.69%

7

2.60%

2

0.74%

9

Addus HomeCare

7

2.60%

3

1.12%

0

0.00%

0

0.00%

10

Honor

7

2.60%

0

0.00%

0

0.00%

0

0.00%

The home health peer set splits into a clear top tier and a long tail. Visiting Angels and Home Instead sit at the front on mentions and recommendations, with Right at Home and Comfort Keepers close behind. Below them, BrightStar Care holds a solid middle position, while the remaining names appear far less often.

The gap that matters most is between being named and being endorsed. Several companies are mentioned in answers without being recommended, which suggests presence in the conversation is not the same as being put forward as a choice. That distinction should shape where effort goes.

First-place placement is concentrated among the leaders, and it sits inside their broader recommendation counts rather than adding to them. A company can be recommended often yet rarely lead an answer, so reach and position deserve separate attention.

We would start by building a scorecard that records mentions, recommendations and placement as distinct measures for each company, then use it to decide which companies need fact-checking, page review or buyer-question content first.

What changed since last month

Questions This Section Answers

  • What changed across the usable monthly Home Health Care snapshots?

Company

Jul 2026

Aug 2026

Sep 2026

Oct 2026

Nov 2026

Visiting Angels

149 / 251 (59.36%)

177 / 310 (57.10%)

155 / 328 (47.26%)

215 / 321 (66.98%)

200 / 269 (74.35%)

Home Instead

123 / 251 (49.00%)

158 / 310 (50.97%)

137 / 328 (41.77%)

182 / 321 (56.70%)

198 / 269 (73.61%)

Right at Home

110 / 251 (43.82%)

128 / 310 (41.29%)

118 / 328 (35.98%)

145 / 321 (45.17%)

179 / 269 (66.54%)

Comfort Keepers

102 / 251 (40.64%)

149 / 310 (48.06%)

125 / 328 (38.11%)

175 / 321 (54.52%)

168 / 269 (62.45%)

BrightStar Care

76 / 251 (30.28%)

88 / 310 (28.39%)

55 / 328 (16.77%)

63 / 321 (19.63%)

91 / 269 (33.83%)

Interim HealthCare

18 / 251 (7.17%)

27 / 310 (8.71%)

22 / 328 (6.71%)

29 / 321 (9.03%)

45 / 269 (16.73%)

Amedisys

22 / 251 (8.76%)

14 / 310 (4.52%)

9 / 328 (2.74%)

13 / 321 (4.05%)

23 / 269 (8.55%)

BAYADA Home Health Care

29 / 251 (11.55%)

21 / 310 (6.77%)

12 / 328 (3.66%)

17 / 321 (5.30%)

18 / 269 (6.69%)

Addus HomeCare

2 / 251 (0.80%)

2 / 310 (0.65%)

2 / 328 (0.61%)

2 / 321 (0.62%)

3 / 269 (1.12%)

Honor

1 / 251 (0.40%)

4 / 310 (1.29%)

1 / 328 (0.30%)

0 / 321 (0.00%)

0 / 269 (0.00%)

The monthly samples differ in size, so the movement between months should be read as separate snapshots rather than a like-for-like trend. Several companies show higher recommendation rates in the latest month, but a different answer total does not establish why counts or rates moved.

What the history does offer is a usable baseline. Recording each month's coverage alongside the measures gives the client a consistent reference point, so future comparisons can be made with the sample size and service mix stated openly.

AI recommendation trend

Observed recommendation rate (%), Jul 2026 to Nov 2026

0%20%40%60%80%Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026Jul 2026: 59.36%Aug 2026: 57.10%Sep 2026: 47.26%Oct 2026: 66.98%Nov 2026: 74.35%Jul 2026: 49.00%Aug 2026: 50.97%Sep 2026: 41.77%Oct 2026: 56.70%Nov 2026: 73.61%Jul 2026: 43.82%Aug 2026: 41.29%Sep 2026: 35.98%Oct 2026: 45.17%Nov 2026: 66.54%Jul 2026: 40.64%Aug 2026: 48.06%Sep 2026: 38.11%Oct 2026: 54.52%Nov 2026: 62.45%Jul 2026: 30.28%Aug 2026: 28.39%Sep 2026: 16.77%Oct 2026: 19.63%Nov 2026: 33.83%Jul 2026: 7.17%Aug 2026: 8.71%Sep 2026: 6.71%Oct 2026: 9.03%Nov 2026: 16.73%Jul 2026: 8.76%Aug 2026: 4.52%Sep 2026: 2.74%Oct 2026: 4.05%Nov 2026: 8.55%Jul 2026: 11.55%Aug 2026: 6.77%Sep 2026: 3.66%Oct 2026: 5.30%Nov 2026: 6.69%Jul 2026: 0.80%Aug 2026: 0.65%Sep 2026: 0.61%Oct 2026: 0.62%Nov 2026: 1.12%Jul 2026: 0.40%Aug 2026: 1.29%Sep 2026: 0.30%Oct 2026: 0.00%Nov 2026: 0.00%
  • Visiting Angels74.35%
  • Home Instead73.61%
  • Right at Home66.54%
  • Comfort Keepers62.45%
  • BrightStar Care33.83%
  • Interim HealthCare16.73%
  • Amedisys8.55%
  • BAYADA Home Health Care6.69%
  • Addus HomeCare1.12%
  • Honor0.00%

Separate selected monthly samples. Missing points are unavailable, not zero. Provider/prompt equivalence is unverified; rate movement does not demonstrate causation.

Company-by-company findings

Honor

Questions This Section Answers

  • What measured visibility pattern and review priority does Honor have in Home Health Care?

Honor recorded 7 mentions (2.60%) and 0 recommendations (0.00%) across 269 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 7 neutral and 0 negative.

From October 2026 to November 2026, Honor's mention count fell from 8 to 7, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

AI answers contained 0 conflicting claims about Honor: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What is the best home care agency to work for?

4

1

0

What is the best senior care franchise to own?

6

1

0

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://honorcare.com/news/honor-acquires-home-instead/.

Selected third-party review candidate: https://franchise.com/blog/top-senior-care-franchises-frv.

Honor appears in answers but has not been recommended in any of them, and its mentions are framed neutrally rather than negatively. That pattern points to a recognition question rather than a reputation problem, so setting a performance target now would be premature.

We would propose a conditional review: first confirm which entity and pages the answers refer to, then check the selected owned and third-party pages against current primary sources. Only after that would we decide whether any content work is warranted.

Amedisys

Questions This Section Answers

  • What measured visibility pattern and review priority does Amedisys have in Home Health Care?

Amedisys recorded 40 mentions (14.87%) and 23 recommendations (8.55%) across 269 answers included in the benchmark. Top 3 placements numbered 15; first-place recommendations numbered 7. Framing among its mentions was 23 positive, 17 neutral and 0 negative.

From October 2026 to November 2026, Amedisys' mention count rose from 36 to 40, while its recommendation count rose from 13 to 23. The recommendation rate was 4.05% and 8.55% respectively.

AI answers contained 11 conflicting claims about Amedisys: 0 critical, 3 high, 8 medium, 0 low. Of these, 3 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

ownership (independent vs acquired by Optum/UnitedHealth)

medium

acquired by / part of Optum/UnitedHealth Group

independent (standalone)

ownership (independent vs acquired by Optum/UnitedHealth)

medium

acquired by / part of Optum/UnitedHealth Group

independent (standalone)

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the biggest home health companies?

5

5

2

What is the most successful home care agency?

6

3

2

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://amedisys.com/.

Selected third-party review candidate: https://definitivehc.com/resources/healthcare-insights/home-health-agencies-net-patient-revenue.

Amedisys has meaningful reach and a growing share of recommendations, with most mentions framed positively. Its position in answers is real, but the monthly comparison should be treated as separate samples rather than proof of improvement.

The recorded conflicts about ownership are the practical issue. We would propose a fact-check of those claims against current primary sources before any correction is considered, and keep any ambiguous entity matches out of the queue until the company reference is confirmed.

Home Instead

Questions This Section Answers

  • What measured visibility pattern and review priority does Home Instead have in Home Health Care?

Home Instead recorded 223 mentions (82.90%) and 198 recommendations (73.61%) across 269 answers included in the benchmark. Top 3 placements numbered 151; first-place recommendations numbered 73. Framing among its mentions was 199 positive, 24 neutral and 0 negative.

From October 2026 to November 2026, Home Instead's mention count fell from 225 to 223, while its recommendation count rose from 182 to 198. The recommendation rate was 56.70% and 73.61% respectively.

AI answers contained 21 conflicting claims about Home Instead: 0 critical, 2 high, 18 medium, 1 low. Of these, 2 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

average gross revenue per location

medium

~$2.75 million

median $2.26M–$2.61M

average gross revenue per location

medium

~$2.6 million average / ~$2.3 million median

median $2.26M–$2.61M

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the top senior care franchises?

6

6

6

What is the best senior care franchise to own?

6

6

6

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://homeinstead.com/home-care/usa/ks/wichita/743/home-care-services/.

Selected third-party review candidate: https://carezano.com/franchises.

Home Instead is one of the most visible names in the set, with strong recommendation reach and frequent placement near the top of answers. That standing is worth protecting, and the monthly figures should be read as separate samples rather than a measured gain.

The recorded conflicts concern franchise revenue figures. We would propose verifying those numbers against current primary sources and preparing a page brief only if the check supports a change, rather than treating the AI claims as established facts.

Right at Home

Questions This Section Answers

  • What measured visibility pattern and review priority does Right at Home have in Home Health Care?

Right at Home recorded 191 mentions (71.00%) and 179 recommendations (66.54%) across 269 answers included in the benchmark. Top 3 placements numbered 115; first-place recommendations numbered 43. Framing among its mentions was 180 positive, 11 neutral and 0 negative.

From October 2026 to November 2026, Right at Home's mention count rose from 174 to 191, while its recommendation count rose from 145 to 179. The recommendation rate was 45.17% and 66.54% respectively.

AI answers contained 1 conflicting claim about Right at Home: 0 critical, 1 high, 0 medium, 0 low. Of these, 1 was rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

annual revenue per franchise

high

$1.84M average / $1.33M median annual revenue

$90K–$200K typical annual owner income

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the top senior care franchises?

6

5

5

What is the 24-hour home care number for Riverside CA?

4

4

4

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://rightathome.net/wichita.

Selected third-party review candidate: https://averanadvisors.com/resources/franchise/home-instead-franchise-unit-economics/.

Right at Home combines broad reach with a high share of recommendations, and its mentions are almost entirely positive. The latest month shows more of both, though the samples differ and the movement should not be read as cause and effect.

A single high-priority conflict concerns franchise revenue and owner income. We would propose a focused fact-check against current primary sources, then a page brief for the selected owned page if the evidence supports an edit.

Addus HomeCare

Questions This Section Answers

  • What measured visibility pattern and review priority does Addus HomeCare have in Home Health Care?

Addus HomeCare recorded 7 mentions (2.60%) and 3 recommendations (1.12%) across 269 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 3 positive, 4 neutral and 0 negative.

From October 2026 to November 2026, Addus HomeCare's mention count rose from 5 to 7, while its recommendation count rose from 2 to 3. The recommendation rate was 0.62% and 1.12% respectively.

AI answers contained 0 conflicting claims about Addus HomeCare: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the biggest home health companies?

5

3

2

home care companies

1

1

1

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://addus.com/why-addus/.

Selected third-party review candidate: https://indeed.com/cmp/Addus-Homecare-0c435f2a/reviews?fcountry=US.

Addus HomeCare has limited reach but a notable share of its mentions turn into recommendations, even though it rarely leads an answer. That pattern suggests the company is named as a credible option without being placed at the front.

With no recorded conflicts, the priority is understanding which questions surface it and whether the selected pages support those appearances. We would propose a page review and a buyer-question brief, conditional on confirming the entity match first.

BrightStar Care

Questions This Section Answers

  • What measured visibility pattern and review priority does BrightStar Care have in Home Health Care?

BrightStar Care recorded 99 mentions (36.80%) and 91 recommendations (33.83%) across 269 answers included in the benchmark. Top 3 placements numbered 47; first-place recommendations numbered 13. Framing among its mentions was 91 positive, 8 neutral and 0 negative.

From October 2026 to November 2026, BrightStar Care's mention count rose from 82 to 99, while its recommendation count rose from 63 to 91. The recommendation rate was 19.63% and 33.83% respectively.

AI answers contained 1 conflicting claim about BrightStar Care: 0 critical, 0 high, 1 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

average unit volume / average gross sales

medium

over $2.6 million AUV

~$2.43 million average gross sales

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the top senior care franchises?

6

5

5

What are the best home care agencies?

4

4

4

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://brightstarcare.com/locations/las-vegas/.

Selected third-party review candidate: https://franchise.com/blog/top-senior-care-franchises-frv.

BrightStar Care holds a middle position with a solid recommendation share and mostly positive framing. Its latest month shows more mentions and recommendations, but the samples differ, so this is an observed movement rather than evidence of progress.

One medium-severity conflict concerns average unit volume. We would propose a fact-check against current primary sources and a page brief for the selected owned page, treating any edit as conditional on what the check finds.

Comfort Keepers

Questions This Section Answers

  • What measured visibility pattern and review priority does Comfort Keepers have in Home Health Care?

Comfort Keepers recorded 179 mentions (66.54%) and 168 recommendations (62.45%) across 269 answers included in the benchmark. Top 3 placements numbered 95; first-place recommendations numbered 19. Framing among its mentions was 169 positive, 10 neutral and 0 negative.

From October 2026 to November 2026, Comfort Keepers' mention count fell from 208 to 179, while its recommendation count fell from 175 to 168. The recommendation rate was 54.52% and 62.45% respectively.

AI answers contained 1 conflicting claim about Comfort Keepers: 0 critical, 0 high, 1 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

SBA loan default rate

medium

historically low default rates around 8%

0% default rate

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the best home care agencies?

4

4

4

What are the best home health care agencies?

3

3

3

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://comfortkeepers.com/offices/kansas/wichita/.

Selected third-party review candidate: https://franchisebreakdown.com/best-franchises-lowest-failure-rate.

Comfort Keepers has strong reach and a high recommendation share, with nearly all mentions framed positively. Its latest month shows fewer mentions and recommendations, and because the samples differ, that movement should be described rather than explained.

A single medium-severity conflict concerns SBA loan default rates. We would propose verifying that claim against current primary sources before any correction, and reviewing the selected owned page for accuracy alongside it.

Visiting Angels

Questions This Section Answers

  • What measured visibility pattern and review priority does Visiting Angels have in Home Health Care?

Visiting Angels recorded 223 mentions (82.90%) and 200 recommendations (74.35%) across 269 answers included in the benchmark. Top 3 placements numbered 157; first-place recommendations numbered 38. Framing among its mentions was 201 positive, 22 neutral and 0 negative.

From October 2026 to November 2026, Visiting Angels' mention count fell from 265 to 223, while its recommendation count fell from 215 to 200. The recommendation rate was 66.98% and 74.35% respectively.

AI answers contained 3 conflicting claims about Visiting Angels: 0 critical, 1 high, 2 medium, 0 low. Of these, 1 was rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Review topic

Severity

Recorded AI claim A

Recorded AI claim B

initial investment / entry cost

medium

low entry costs starting around $49,950 in liquid cash

$125,000 – $171,000 initial investment

national advertising / brand fund fee

medium

2.0% to 2.5% of gross revenues

2.5% of gross sales

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the top senior care franchises?

6

6

6

What is the best caregiver company to work for?

5

5

5

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://visitingangels.com/wichita/home.

Selected third-party review candidate: https://ctacquisitions.com/best-senior-care-franchise-brands/.

Visiting Angels leads the set on mentions and recommendations, with frequent placement near the top of answers. Its latest month shows fewer mentions and recommendations, but the samples differ, so the change is an observation rather than a verdict on performance.

Two recorded conflicts concern franchise investment and advertising fees. We would propose a fact-check against current primary sources and a page brief for the selected owned page, keeping any correction conditional on what the evidence shows.

Interim HealthCare

Questions This Section Answers

  • What measured visibility pattern and review priority does Interim HealthCare have in Home Health Care?

Interim HealthCare recorded 54 mentions (20.07%) and 45 recommendations (16.73%) across 269 answers included in the benchmark. Top 3 placements numbered 16; first-place recommendations numbered 2. Framing among its mentions was 45 positive, 9 neutral and 0 negative.

From October 2026 to November 2026, Interim HealthCare's mention count rose from 43 to 54, while its recommendation count rose from 29 to 45. The recommendation rate was 9.03% and 16.73% respectively.

AI answers contained 0 conflicting claims about Interim HealthCare: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the top senior care franchises?

6

2

2

top home health care franchises

2

2

2

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://interimhealthcare.com/service-area/home-care/ks/wichita.

Selected third-party review candidate: https://homehealthcarenews.com/2026/10/16-home-based-care-companies-earn-spots-on-franchise-times-top-400-list/.

Interim HealthCare earns recommendations on most of the answers where it appears, yet it seldom takes the leading position. Reach, endorsement and placement are separate measures, and the endorsement-to-placement gap is the useful signal to track rather than folding it into overall visibility.

With no recorded conflicts, we would propose a page review of the selected owned page and a buyer-question brief for the franchise questions where it already appears, then measure again to see whether placement shifts.

BAYADA Home Health Care

Questions This Section Answers

  • What measured visibility pattern and review priority does BAYADA Home Health Care have in Home Health Care?

BAYADA Home Health Care recorded 26 mentions (9.67%) and 18 recommendations (6.69%) across 269 answers included in the benchmark. Top 3 placements numbered 7; first-place recommendations numbered 2. Framing among its mentions was 18 positive, 8 neutral and 0 negative.

From October 2026 to November 2026, BAYADA Home Health Care's mention count fell from 28 to 26, while its recommendation count rose from 17 to 18. The recommendation rate was 5.30% and 6.69% respectively.

AI answers contained 0 conflicting claims about BAYADA Home Health Care: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the biggest home health companies?

5

3

2

What is the best home care agency to work for?

4

2

2

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://jobs.bayada.com/en/.

Selected third-party review candidate: https://definitivehc.com/resources/healthcare-insights/home-health-agencies-net-patient-revenue.

BAYADA Home Health Care has modest reach and a smaller recommendation share, with mentions framed positively or neutrally. Its latest month shows slightly fewer mentions and slightly more recommendations, which the differing samples do not explain.

With no recorded conflicts, the practical step is a page review of the selected owned page and a buyer-question brief, so the company's presence in relevant answers rests on verified, current information.

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The CiteWorks five-step improvement plan

Step 1. Establish the baseline

Questions This Section Answers

  • What should the agency deliver when it works to establish the baseline for Home Health Care?

We would build a scorecard that records mentions, recommendations, placement and framing for each company as separate measures, with the sample size and services stated alongside. Each record gets an owner and a review status so future months can be compared on a consistent basis.

Step 2. Verify disputed facts

Questions This Section Answers

  • What should the agency deliver when it works to verify disputed facts for Home Health Care?

AI answers contained 38 conflicting claims across 6 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.

The recorded conflicts need checking before anything is proposed as a correction. We would resolve the company reference, date and source for each disputed claim, set aside ambiguous matches, and record a clear outcome for every item: confirmed, no change needed, or a request to pursue.

Step 3. Review owned pages

Questions This Section Answers

  • What should the agency deliver when it works to review owned pages for Home Health Care?

Using the supplied page candidates, we would prepare briefs that state what each page should establish and which facts need current primary-source confirmation before any edit. Briefs are proposals for review, not instructions to change live pages.

Step 4. Review third-party sources

Questions This Section Answers

  • What should the agency deliver when it works to review third-party sources for Home Health Care?

For the selected third-party publishers, we would verify what each page currently says before preparing any request. A citation in an answer does not show that the page influenced it, so requests should rest on verified content rather than on citation counts alone.

Step 5. Address buyer questions and measure again

Questions This Section Answers

  • What should the agency deliver when it works to address buyer questions and measure again for Home Health Care?

We would turn the observed questions into content briefs that answer buyer concerns directly, then measure again on a fresh sample. Completed work is tracked separately from answer outcomes, and no gain is assumed until the new scorecard shows it.

Third-party authority and citation opportunities

Questions This Section Answers

  • Which cited publisher pages support targeted source review in Home Health Care?

Publisher page selected for review

Citation appearances in all captured answers

Companies covered by the page selection

https://ctacquisitions.com/best-senior-care-franchise-brands/

16

Honor, BrightStar Care, Visiting Angels

https://franchise.com/blog/top-senior-care-franchises-frv

20

Honor, BrightStar Care

https://definitivehc.com/resources/healthcare-insights/home-health-agencies-net-patient-revenue

6

Amedisys, BAYADA Home Health Care

https://seniorliving.com/article/9-best-senior-home-care-providers-2026-ranked-transparency-caregiver-training-tech

21

BAYADA Home Health Care

https://franchisedirect.com/healthcareseniorcarefranchises/home-care-franchises-0918/

11

Interim HealthCare

https://homehealthcarenews.com/2026/10/16-home-based-care-companies-earn-spots-on-franchise-times-top-400-list/

8

Interim HealthCare

https://definitivehc.com/resources/healthcare-insights/top-home-health-corporations-total-patient-volume

7

Addus HomeCare

https://averanadvisors.com/resources/franchise/home-instead-franchise-unit-economics/

5

Right at Home

https://carezano.com/franchises

5

Home Instead

https://franchiseclues.com/industry/home-care-franchises

5

Right at Home

These pages are candidates for review, not confirmed errors. Citation appearances are counted across the captured answers and are not added again for each company.

The publisher list should be prioritized by relevance to the companies we are working on, not by citation appearances alone. A page cited often may still be accurate, and a citation does not establish that the page shaped the answer.

We would start with the pages covering the companies in the fact-check queue, confirm their current contents against primary sources, and only then decide whether a request or a correction is justified. Pages covering several companies at once are efficient to review together.

What we'd prioritize first

Period

Deliverable

Completion criterion

Days 1–30

Baseline scorecard, scoped fact-review register and page/source shortlist

Each record has an owner, evidence requirement and review status

Days 31–60

Approved page briefs and justified publisher requests

Separate confirmed edits, no-change decisions, requests and responses

Days 61–90

Buyer-content briefs and a fresh scorecard

Record work completed separately from measured answer outcomes and comparability limits

The first priority is the baseline scorecard, because every later decision depends on a consistent record of mentions, recommendations and placement. Alongside it, we would open the fact-review register for the recorded conflicts and shortlist the pages and sources worth checking.

The second priority is converting verified findings into page briefs and justified publisher requests, keeping confirmed edits, no-change decisions and outstanding requests clearly separated. The third is buyer-question content and a fresh scorecard, with completed work reported apart from measured answer outcomes.

Methodology and conclusion

Questions This Section Answers

  • What do the Home Health Care sample and source-review limits allow us to conclude?

This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 269 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.

An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.

The wider citation analysis covers 800 captured answers and 5113 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.

Monthly sample coverage:

Reporting month

Answers included

AI services covered

Services

Jul 2026

251

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

Aug 2026

310

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

Sep 2026

328

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

Oct 2026

321

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

Nov 2026

269

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

This report describes recorded AI answers for the stated month, and the visibility figures rest on the answers that met the benchmark's inclusion rules. A recommendation requires both an endorsement and positive wording, and placement counts sit inside recommendations rather than adding to them.

The monthly samples differ, so comparisons show how recorded results changed, not why. The current contents of cited pages and the disputed company claims still need independent verification before any correction is proposed.

Our proposed next steps are a baseline scorecard, a scoped fact-check, page and source reviews, and buyer-question briefs, followed by a fresh measurement. These are proposals for client work, not promises of improved visibility.

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Understanding AI search visibility.

AI search experiences create answers by pulling information from many places online and summarizing it into a single response.

What Is AI Citation Intelligence?
AI citation intelligence is the process of measuring where AI platforms source their information and how frequently a brand is mentioned or referenced in AI-generated responses. Because LLMs synthesize across multiple sources, the sites and brands that appear repeatedly tend to influence how a topic or company is framed. This practice focuses on identifying which sources shape AI outputs and tracking brand visibility across different AI systems.
What Is Citation Architecture?
Citation architecture describes the set of sources that consistently inform how AI systems talk about a brand, product, or topic. LLMs draw from websites, articles, forums, and public discussion, and the sources they rely on most often become the backbone of their answers. Building strong citation architecture means ensuring that accurate, credible, high authority sources are the ones most likely to shape the way AI tools summarize and recommend a brand.
What Is Generative Engine Optimization?
Generative engine optimization (GEO) is the practice of improving the chances that AI systems use and cite your brand or content when generating answers. While traditional SEO is centered on ranking pages in search results, GEO focuses on how LLMs retrieve, interpret, and combine information when responding to a question. The objective is to strengthen the content and sources AI systems rely on, so your brand is treated as a trusted reference in AI responses.
What Is AI Share of Voice?
AI share of voice tracks how often a brand appears in AI-generated answers compared with competitors in the same category. It reflects visibility across AI platforms such as ChatGPT, Gemini, Claude, and Perplexity. Monitoring AI share of voice helps organizations see whether AI systems consistently include and recommend their brand for key queries or whether competitor brands are showing up more often.

About The Author

Mark Huntley

Mark Huntley

Founder and CEO

Mark Huntley, J.D. is founder of CiteWorks Studio, a strategic advisory focused on visibility, authority, and recommendation presence in AI-shaped search environments. His work centers on embedding-level GEO, vector optimization, and cosine gap engineering — helping brands align their digital presence with the retrieval systems that increasingly shape discovery, interpretation, and choice.

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