Online Emotional Animal Support in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Mark HuntleyBy Mark HuntleyFounder and CEO
23 minutes read

Key Takeaways

  • Pettable led the field with the most mentions and recommendations, while CertaPet and ESA Doctors were named often but endorsed less frequently.
  • Several brands had conflicting AI claims, including pricing, refund terms, state availability, and whether a company was operating.
  • The report separates being mentioned from being recommended, showing that visibility and endorsement are not the same.
  • Recommended next steps are a baseline scorecard, fact-checking against primary sources, and targeted reviews of owned and third-party pages.

Companies covered: ESA Pet, CertaPet, Pettable, ESA Doctors, PetESALetter, Support Pets, Wellness Wag, RealESALetter, My ESA Therapist, US Service Animals, American Service Pets

Answer Capsule

The November 2026 Online Emotional Animal Support benchmark compares 11 companies across 316 AI answers that met its inclusion rules. Pettable recorded 250 mentions and 80 recommendations (25.32% 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 Online Emotional Animal Support benchmark show about mentions, recommendations and placement?

Rank

Company

Mentions

Mention rate

Recommendations

Recommendation rate

Top 3

Top 3 rate

#1

#1 rate

1

Pettable

250

79.11%

80

25.32%

56

17.72%

48

15.19%

2

CertaPet

104

32.91%

33

10.44%

24

7.59%

14

4.43%

3

ESA Doctors

113

35.76%

29

9.18%

14

4.43%

6

1.90%

4

US Service Animals

67

21.20%

19

6.01%

12

3.80%

7

2.22%

5

Support Pets

20

6.33%

7

2.22%

4

1.27%

3

0.95%

6

PetESALetter

44

13.92%

6

1.90%

3

0.95%

2

0.63%

7

RealESALetter

26

8.23%

5

1.58%

3

0.95%

3

0.95%

8

ESA Pet

12

3.80%

3

0.95%

2

0.63%

1

0.32%

9

My ESA Therapist

16

5.06%

2

0.63%

2

0.63%

2

0.63%

10

American Service Pets

15

4.75%

1

0.32%

1

0.32%

1

0.32%

10

Wellness Wag

16

5.06%

1

0.32%

1

0.32%

0

0.00%

The peer set is sharply top-heavy. Pettable is named in most answers and is also the company answers most often put forward with positive wording, while CertaPet and ESA Doctors are named nearly as widely but are endorsed far less often. The rest of the field trails on both measures.

That split matters because being named and being endorsed are different assets. A company can appear often and still rarely be the one an answer recommends. For the agency, the practical question is whether each client's gap sits in visibility or in endorsement, since the work differs. We would begin with a cohort scorecard that records mentions, recommendations and placements separately, giving future work a stable baseline rather than a single month.

What changed since last month

Questions This Section Answers

  • What changed across the usable monthly Online Emotional Animal Support snapshots?

Company

Oct 2026

Nov 2026

Pettable

142 / 341 (41.64%)

80 / 316 (25.32%)

CertaPet

114 / 341 (33.43%)

33 / 316 (10.44%)

ESA Doctors

83 / 341 (24.34%)

29 / 316 (9.18%)

US Service Animals

14 / 341 (4.11%)

19 / 316 (6.01%)

Support Pets

6 / 341 (1.76%)

7 / 316 (2.22%)

PetESALetter

30 / 341 (8.80%)

6 / 316 (1.90%)

RealESALetter

104 / 341 (30.50%)

5 / 316 (1.58%)

ESA Pet

42 / 341 (12.32%)

3 / 316 (0.95%)

My ESA Therapist

11 / 341 (3.23%)

2 / 316 (0.63%)

American Service Pets

4 / 341 (1.17%)

1 / 316 (0.32%)

Wellness Wag

10 / 341 (2.93%)

1 / 316 (0.32%)

The two months are separate selected samples, so the movements below describe what was recorded, not like-for-like performance. Several companies show large swings in both mentions and recommendations between the periods, and the answer samples themselves differ in size and in which AI services were covered.

A different answer total does not explain why any company's counts or rates moved. We treat the observed shifts as prompts for verification, not as evidence of cause. The proposed work is to fix a consistent monthly scorecard going forward and to note coverage differences beside each comparison.

AI recommendation trend

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

  • Pettable-16.32 pp
    Oct 202641.64%
    Nov 202625.32%
  • CertaPet-22.99 pp
    Oct 202633.43%
    Nov 202610.44%
  • ESA Doctors-15.16 pp
    Oct 202624.34%
    Nov 20269.18%
  • US Service Animals+1.90 pp
    Oct 20264.11%
    Nov 20266.01%
  • Support Pets+0.46 pp
    Oct 20261.76%
    Nov 20262.22%
  • PetESALetter-6.90 pp
    Oct 20268.80%
    Nov 20261.90%
  • RealESALetter-28.92 pp
    Oct 202630.50%
    Nov 20261.58%
  • ESA Pet-11.37 pp
    Oct 202612.32%
    Nov 20260.95%
  • My ESA Therapist-2.60 pp
    Oct 20263.23%
    Nov 20260.63%
  • American Service Pets-0.85 pp
    Oct 20261.17%
    Nov 20260.32%
  • Wellness Wag-2.61 pp
    Oct 20262.93%
    Nov 20260.32%

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

ESA Pet

Questions This Section Answers

  • What measured visibility pattern and review priority does ESA Pet have in Online Emotional Animal Support?

ESA Pet recorded 12 mentions (3.80%) and 3 recommendations (0.95%) across 316 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 1. Framing among its mentions was 3 positive, 9 neutral and 0 negative.

From October 2026 to November 2026, ESA Pet's mention count fell from 89 to 12, while its recommendation count fell from 42 to 3. The recommendation rate was 12.32% and 0.95% respectively.

AI answers contained 0 conflicting claims about ESA Pet: 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 ESA company?

5

1

1

What online ESA letters are legit?

2

1

1

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

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

Selected third-party review candidate: https://consumeraffairs.com/pets/best-emotional-support-animal-letter-websites.html.

ESA Pet's current reach is modest, and its recommendations are rarer still, so it sits in the long tail of the peer set. The recorded framing is mostly neutral, which suggests answers name it without much advocacy either way.

The month-to-month movement is large, but the samples differ and we cannot say why. We would propose a conditional review of the supplied owned page and the third-party candidate, checking current facts before any edit, and a short brief on the buyer questions where it appeared.

CertaPet

Questions This Section Answers

  • What measured visibility pattern and review priority does CertaPet have in Online Emotional Animal Support?

CertaPet recorded 104 mentions (32.91%) and 33 recommendations (10.44%) across 316 answers included in the benchmark. Top 3 placements numbered 24; first-place recommendations numbered 14. Framing among its mentions was 39 positive, 65 neutral and 0 negative.

From October 2026 to November 2026, CertaPet's mention count fell from 224 to 104, while its recommendation count fell from 114 to 33. The recommendation rate was 33.43% and 10.44% respectively.

AI answers contained 6 conflicting claims about CertaPet: 0 critical, 2 high, 0 medium, 4 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

annual renewal price (housing only)

low

$99

$99.99

annual renewal price (housing only)

low

$99

$99.99

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

Which is better, Pettable or CertaPet?

5

5

4

What is the best emotional support animal company?

6

6

3

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

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

Selected third-party review candidate: https://consumeraffairs.com/pets/certapet.html.

CertaPet is named widely but is endorsed far less often, so the gap sits between appearing in answers and being put forward with positive wording. Its recorded framing is largely neutral, which fits that pattern without explaining it.

AI answers also carried conflicting claims about its annual renewal price, rated low severity. We would propose a fact-check against current primary sources before any correction, then a page brief for the supplied owned page and a review of the third-party candidate.

Pettable

Questions This Section Answers

  • What measured visibility pattern and review priority does Pettable have in Online Emotional Animal Support?

Pettable recorded 250 mentions (79.11%) and 80 recommendations (25.32%) across 316 answers included in the benchmark. Top 3 placements numbered 56; first-place recommendations numbered 48. Framing among its mentions was 107 positive, 142 neutral and 1 negative.

From October 2026 to November 2026, Pettable's mention count fell from 257 to 250, while its recommendation count fell from 142 to 80. The recommendation rate was 41.64% and 25.32% respectively.

AI answers contained 23 conflicting claims about Pettable: 0 critical, 8 high, 10 medium, 5 low. Of these, 8 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

Trustpilot rating

low

4.6/5

4.5/5

refund guarantee

medium

full/100% refund guarantee if not approved or landlord rejects

refunds not unconditional / only particular circumstances

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

How much does Pettable cost for ESA?

6

6

3

Is pettable or wellness wag better?

5

5

3

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

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

Selected third-party review candidate: https://trustpilot.com/review/pettable.com.

Pettable is the clear leader on both reach and endorsement, and it is the company most answers use as the reference point. That position also attracts the most conflicting claims, including higher-priority ones on refund terms and rating figures.

Because the claims are disputed rather than confirmed errors, we would propose a prioritized fact-check against current primary sources first. Only verified discrepancies would feed a page brief for the supplied owned page or a request to the third-party source.

ESA Doctors

Questions This Section Answers

  • What measured visibility pattern and review priority does ESA Doctors have in Online Emotional Animal Support?

ESA Doctors recorded 113 mentions (35.76%) and 29 recommendations (9.18%) across 316 answers included in the benchmark. Top 3 placements numbered 14; first-place recommendations numbered 6. Framing among its mentions was 38 positive, 75 neutral and 0 negative.

From October 2026 to November 2026, ESA Doctors' mention count fell from 187 to 113, while its recommendation count fell from 83 to 29. The recommendation rate was 24.34% and 9.18% respectively.

AI answers contained 2 conflicting claims about ESA Doctors: 0 critical, 0 high, 2 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

annual renewal fee

medium

$99–$125 per year

$125 per year

cost of legitimate ESA letter

medium

legitimate evaluations cost $120-$160+; $30-$40 is suspiciously low

legitimate evaluations cost $79-$200; $20-$30 is suspiciously low

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

Is ESA doctors legit?

6

6

2

How much does ESA doctors cost?

5

5

2

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

Selected owned-page review candidate: https://esadoctors.com/esa-certification/.

Selected third-party review candidate: https://pettable.com/.

ESA Doctors has solid mention reach but a much thinner recommendation share, so answers often name it without putting it forward. Its recorded framing is mostly neutral, consistent with that gap without explaining it.

Conflicting claims about renewal fees and typical letter costs were rated medium severity. We would propose verifying current pricing on primary sources before any correction, then a page brief for the supplied owned page and a review of the third-party candidate.

PetESALetter

Questions This Section Answers

  • What measured visibility pattern and review priority does PetESALetter have in Online Emotional Animal Support?

PetESALetter recorded 44 mentions (13.92%) and 6 recommendations (1.90%) across 316 answers included in the benchmark. Top 3 placements numbered 3; first-place recommendations numbered 2. Framing among its mentions was 6 positive, 38 neutral and 0 negative.

From October 2026 to November 2026, PetESALetter's mention count fell from 58 to 44, while its recommendation count fell from 30 to 6. The recommendation rate was 8.80% and 1.90% respectively.

AI answers contained 0 conflicting claims about PetESALetter: 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

How much does Pettable cost for ESA?

6

4

1

What is the best ESA company?

5

3

1

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

Selected owned-page review candidate: https://petesaletter.com/pettable-esa-letter-vs-petesaletter/.

Selected third-party review candidate: https://pettable.com/.

PetESALetter appears in a meaningful share of answers but is rarely recommended, and its recorded framing is overwhelmingly neutral. The pattern is one of being listed rather than endorsed.

No conflicting claims were recorded, so the priority is understanding the endorsement gap rather than correcting facts. We would propose a review of the supplied owned page and a brief on the buyer questions where it appeared, checking current page contents before recommending any change.

Support Pets

Questions This Section Answers

  • What measured visibility pattern and review priority does Support Pets have in Online Emotional Animal Support?

Support Pets recorded 20 mentions (6.33%) and 7 recommendations (2.22%) across 316 answers included in the benchmark. Top 3 placements numbered 4; first-place recommendations numbered 3. Framing among its mentions was 7 positive, 13 neutral and 0 negative.

From October 2026 to November 2026, Support Pets' mention count fell from 47 to 20, while its recommendation count rose from 6 to 7. The recommendation rate was 1.76% and 2.22% respectively.

AI answers contained 7 conflicting claims about Support Pets: 0 critical, 1 high, 4 medium, 2 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

state availability / restrictions

medium

Does not service certain states, such as California and Louisiana

State availability varies / differing state availability (no specific excluded states)

regional availability (state exclusions)

medium

available nationwide with no state exclusions mentioned

California and Louisiana excluded

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

How much does support pet cost?

2

2

1

What is the best emotional support animal company?

6

2

1

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

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

Selected third-party review candidate: https://trustpilot.com/review/supportpets.com.

Support Pets has modest reach and a small recommendation share, with mostly neutral framing. Its recommendation count rose slightly between the two samples even as mentions fell, though the samples differ and we cannot attribute the movement.

Conflicting claims about state availability were recorded at medium and higher severity. We would propose verifying current service-area facts against primary sources before any correction, then a page brief for the supplied owned page and a review of the third-party candidate.

Wellness Wag

Questions This Section Answers

  • What measured visibility pattern and review priority does Wellness Wag have in Online Emotional Animal Support?

Wellness Wag recorded 16 mentions (5.06%) and 1 recommendation (0.32%) across 316 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 0. Framing among its mentions was 4 positive, 10 neutral and 2 negative.

From October 2026 to November 2026, Wellness Wag's mention count fell from 32 to 16, while its recommendation count fell from 10 to 1. The recommendation rate was 2.93% and 0.32% respectively.

AI answers contained 12 conflicting claims about Wellness Wag: 2 critical, 10 high, 0 medium, 0 low. Of these, 12 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

what the company/product is and how long it takes to work

high

telehealth ESA letter service; 24-48 hours (30 days in some states)

pet wellness plan (Wag! Wellness Plans); active within 24 hours

what the company/product is and how long it takes to work

high

telehealth ESA letter service; 24-48 hours (30 days in some states)

pet wellness plan (Wag! Wellness Plans); active within 24 hours

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

esa support dog

1

1

1

How long does Wellness Wag take to work?

5

5

0

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

Selected third-party review candidate: https://trustpilot.com/review/www.wellnesswag.com.

Wellness Wag appears in answers but almost never earns an affirmative recommendation, and its recorded framing includes some negative mentions. The gap between appearances and endorsement is the central observation here.

AI answers also carried serious conflicting claims about what the company is and how quickly it works, some rated critical or high. We would propose resolving those identity and timing questions against current primary sources first, since they affect how the company is described at all.

RealESALetter

Questions This Section Answers

  • What measured visibility pattern and review priority does RealESALetter have in Online Emotional Animal Support?

RealESALetter recorded 26 mentions (8.23%) and 5 recommendations (1.58%) across 316 answers included in the benchmark. Top 3 placements numbered 3; first-place recommendations numbered 3. Framing among its mentions was 5 positive, 21 neutral and 0 negative.

From October 2026 to November 2026, RealESALetter's mention count fell from 182 to 26, while its recommendation count fell from 104 to 5. The recommendation rate was 30.50% and 1.58% respectively.

AI answers contained 0 conflicting claims about RealESALetter: 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

Which online ESA letter is legit?

4

3

3

What is the best ESA company?

5

3

2

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

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

Selected third-party review candidate: https://reddit.com/r/EmotionalSupportPet/comments/1txbyn4/best_esa_letter_websites_realesaletter_how_to_get/.

RealESALetter's current reach is limited and its recommendations are few, a sharp change from the prior sample that we cannot explain given the differing samples. The recorded framing is mostly neutral.

No conflicting claims were recorded, so the work is about presence and endorsement rather than correction. We would propose a review of the supplied owned page and the third-party candidate, checking current contents before any edit, plus a brief on the buyer questions where it appeared.

My ESA Therapist

Questions This Section Answers

  • What measured visibility pattern and review priority does My ESA Therapist have in Online Emotional Animal Support?

My ESA Therapist recorded 16 mentions (5.06%) and 2 recommendations (0.63%) across 316 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 2. Framing among its mentions was 2 positive, 14 neutral and 0 negative.

From October 2026 to November 2026, My ESA Therapist's mention count fell from 31 to 16, while its recommendation count fell from 11 to 2. The recommendation rate was 3.23% and 0.63% respectively.

AI answers contained 0 conflicting claims about My ESA Therapist: 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

online therapist for esa letter

1

1

1

therapist for esa letter

1

1

1

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

Selected third-party review candidate: https://myesatherapist.com/.

My ESA Therapist has limited reach and very few recommendations, with framing that is almost entirely neutral. Answers tend to name it without advocacy.

No conflicting claims were recorded. We would propose a focused review of the supplied third-party candidate and a brief on the therapist-related buyer questions where it appeared, verifying current page contents before suggesting any change.

US Service Animals

Questions This Section Answers

  • What measured visibility pattern and review priority does US Service Animals have in Online Emotional Animal Support?

US Service Animals recorded 67 mentions (21.20%) and 19 recommendations (6.01%) across 316 answers included in the benchmark. Top 3 placements numbered 12; first-place recommendations numbered 7. Framing among its mentions was 19 positive, 48 neutral and 0 negative.

From October 2026 to November 2026, US Service Animals' mention count rose from 54 to 67, while its recommendation count rose from 14 to 19. The recommendation rate was 4.11% and 6.01% respectively.

AI answers contained 0 conflicting claims about US Service Animals: 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

How much does US service animal charge?

3

3

1

What is the best emotional support animal company?

6

3

1

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

Selected owned-page review candidate: https://usserviceanimals.org/.

Selected third-party review candidate: https://usaservicedogs.org/register/emotional-support-dog-registration.

US Service Animals is one of the few companies whose recorded mentions and recommendations both rose between the two samples, though the samples differ and we cannot attribute the movement. Its framing is mostly neutral.

No conflicting claims were recorded, so the opportunity is to understand what is working rather than to correct facts. We would propose a review of the supplied owned page and the third-party candidate, plus a brief on the pricing and comparison questions where it appeared.

American Service Pets

Questions This Section Answers

  • What measured visibility pattern and review priority does American Service Pets have in Online Emotional Animal Support?

American Service Pets recorded 15 mentions (4.75%) and 1 recommendation (0.32%) across 316 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 1. Framing among its mentions was 3 positive, 11 neutral and 1 negative.

From October 2026 to November 2026, American Service Pets' mention count fell from 22 to 15, while its recommendation count fell from 4 to 1. The recommendation rate was 1.17% and 0.32% respectively.

AI answers contained 4 conflicting claims about American Service Pets: 2 critical, 0 high, 0 medium, 2 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

BBB rating

low

A- rating

ratings vary by region/profile

is it a real operating company

critical

real, operating company

cannot be confirmed as real

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

How do American Service Pets work?

3

3

1

Is American Service Pets a real company?

3

3

0

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

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

Selected third-party review candidate: https://trustpilot.com/review/americanservicepets.com.

American Service Pets appears in a small share of answers and earns very few recommendations, with mostly neutral framing and one negative mention. The gap between being named and being endorsed is the main observation.

AI answers carried conflicting claims about whether it is a real operating company, rated critical, alongside a lower-severity rating dispute. We would propose verifying company facts against current primary sources before any correction, then a page brief for the supplied owned page.

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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 Online Emotional Animal Support?

We would build a cohort scorecard that records mentions, recommendations, placements and framing for each company on a consistent basis, with the reporting month and included answers noted beside every figure. Each record gets an owner, an evidence requirement and a review status.

The scorecard is the reference point for later comparisons, so coverage differences between months are documented rather than smoothed over. This keeps future claims about movement honest.

Step 2. Verify disputed facts

Questions This Section Answers

  • What should the agency deliver when it works to verify disputed facts for Online Emotional Animal Support?

AI answers contained 54 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.

Before proposing any correction, we would work through the recorded conflicting claims company by company, starting with those rated critical or high. Each disputed point needs a current primary source, a resolved entity and a date before it can be judged an error.

Ambiguous company matches stay outside the correction queue. The output is a scoped fact-review register separating confirmed discrepancies, no-change decisions and open questions.

Step 3. Review owned pages

Questions This Section Answers

  • What should the agency deliver when it works to review owned pages for Online Emotional Animal Support?

Using the supplied owned-page candidates, we would prepare page briefs that state what needs checking and why, without assuming what the page currently says. Each brief ties to a specific disputed claim or buyer question and names the primary source needed to verify it.

Edits are proposed only after verification. Briefs that turn out to need no change are recorded as such rather than dropped.

Step 4. Review third-party sources

Questions This Section Answers

  • What should the agency deliver when it works to review third-party sources for Online Emotional Animal Support?

For the third-party candidates, we would verify what each source currently publishes before preparing any request. A citation in an answer does not establish that the source influenced it, so requests rest on documented inaccuracies, not on citation counts.

Where a source is accurate, we record a no-change decision. Where a request is justified, we prepare an evidence-backed package and track the response separately.

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 Online Emotional Animal Support?

We would turn the observed buyer questions into content briefs that answer them directly, using verified facts only. These briefs are proposed work, not claims about what any page currently contains.

After delivery, we would measure again with the same scorecard and report completed work separately from answer outcomes, noting the comparability limits rather than presenting any change as a result of our work.

Third-party authority and citation opportunities

Questions This Section Answers

  • Which cited publisher pages support targeted source review in Online Emotional Animal Support?

Publisher page selected for review

Citation appearances in all captured answers

Companies covered by the page selection

https://pettable.com/

245

ESA Doctors, PetESALetter, RealESALetter

https://trustpilot.com/review/pettable.com

44

Pettable

https://reddit.com/r/fargo/comments/17alnqs/has_anyone_used_pettable_for_an_esa_letter/

40

PetESALetter

https://consumeraffairs.com/pets/pettable.html

31

Pettable

https://consumeraffairs.com/pets/best-emotional-support-animal-letter-websites.html

27

ESA Pet

https://trustpilot.com/review/supportpets.com

21

Support Pets

https://consumeraffairs.com/pets/support-pets.html

18

Support Pets

https://usaservicedogs.org/register/emotional-support-dog-registration

16

US Service Animals

https://consumeraffairs.com/pets/certapet.html

15

CertaPet

https://consumeraffairs.com/pets/esa-doctors.html

13

ESA Doctors

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 mixes company-owned pages, review platforms and forum threads, and they should not be treated alike. The most-cited pages are candidates for review, not confirmed errors, and a citation count does not show that a page shaped an answer.

We would verify each page's current contents before any request, prioritizing sources tied to higher-severity disputed claims. Where a page is accurate, we record a no-change decision. Where a request is justified, we prepare an evidence-backed package and track the response separately from answer outcomes.

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 fact base, because several companies carry disputed claims rated critical or high, and those affect how the companies are described at all. Resolving them against current primary sources comes before any page or publisher work.

The second is the endorsement gap. Several companies are named often but rarely recommended, and that pattern deserves its own review rather than being folded into fact-checking. The third is establishing a stable scorecard so later months can be compared honestly.

We would sequence this as a baseline and fact-review register first, then approved page briefs and justified publisher requests, then buyer-content briefs and a fresh scorecard, recording completed work separately from measured outcomes.

Methodology and conclusion

Questions This Section Answers

  • What do the Online Emotional Animal Support 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 316 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 741 captured answers and 5001 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

Oct 2026

341

8

ChatGPT, claude, deepseek, Gemini, Google AI Mode, Google AI Overviews, grok, Perplexity

Nov 2026

316

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 covers a single reporting month, and the exact dates when the original AI answers were collected have not been verified. The visibility figures rest on answers that met the benchmark's inclusion rules, and a company counts as recommended only when an answer both endorses it and uses positive wording.

An answer can mention or recommend several companies, so company counts cannot be added to find distinct answers. The wider citation analysis is a separate measure from benchmark recommendations, and cited pages still need independent verification.

The two monthly samples differ in size and in which AI services were covered, so comparisons show how recorded results changed, not why. We propose starting with a stable scorecard and a scoped fact-review register, then page and source work, then buyer-content briefs, measuring again without promising specific gains.

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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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