Emergency Dentists 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

  • Aspen Dental leads the set by a wide margin in both mentions and recommendations, but it also has the most conflicting claims to verify.
  • Emergency Dental Care USA and Western Dental form the second tier, with solid reach but weaker endorsement than Aspen Dental.
  • Several brands are named in answers without consistent recommendation, showing that visibility and endorsement need separate fixes.
  • The recommended next steps are to set a baseline, verify disputed facts, review owned pages and third-party sources, then measure again.

Companies covered: Dental365, Sage Dental, Aspen Dental, 1-800-Dentist, Gentle Dental, Comfort Dental, Western Dental, Smile Generation, Emergency Dental Care USA, Great Expressions Dental Centers

Answer Capsule

The November 2026 Emergency Dentists benchmark compares 10 companies across 356 AI answers that met its inclusion rules. Aspen Dental recorded 311 mentions and 114 recommendations (32.02% 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 Emergency Dentists benchmark show about mentions, recommendations and placement?

Rank

Company

Mentions

Mention rate

Recommendations

Recommendation rate

Top 3

Top 3 rate

#1

#1 rate

1

Aspen Dental

311

87.36%

114

32.02%

105

29.49%

53

14.89%

2

Emergency Dental Care USA

82

23.03%

61

17.13%

59

16.57%

28

7.87%

3

Western Dental

62

17.42%

38

10.67%

35

9.83%

4

1.12%

4

1-800-Dentist

26

7.30%

26

7.30%

26

7.30%

8

2.25%

5

Comfort Dental

23

6.46%

20

5.62%

16

4.49%

4

1.12%

5

Gentle Dental

39

10.96%

20

5.62%

12

3.37%

3

0.84%

7

Smile Generation

19

5.34%

16

4.49%

12

3.37%

1

0.28%

8

Sage Dental

3

0.84%

3

0.84%

2

0.56%

0

0.00%

9

Great Expressions Dental Centers

6

1.69%

2

0.56%

1

0.28%

0

0.00%

10

Dental365

2

0.56%

0

0.00%

0

0.00%

0

0.00%

Aspen Dental dominates this peer set on every measure, appearing in most answers and earning recommendations far more often than any rival. Its reach is not just frequent mention; a large share of its appearances carry affirmative endorsement, which is the harder outcome to earn.

Emergency Dental Care USA and Western Dental form a clear second tier. Both are mentioned often enough to be familiar options, but their recommendation rates sit well below their mention rates, meaning answers name them without consistently endorsing them. That gap is where competitive ground can be gained. The lower half of the table is fragmented: several brands are named in answers yet draw little affirmative endorsement, and a few sit near the edge of visibility.

For the agency, the pattern argues for treating reach and endorsement as separate goals, since closing an endorsement gap requires different work than simply appearing more often.

What changed since last month

Questions This Section Answers

  • What changed across the usable monthly Emergency Dentists snapshots?

Company

Jul 2026

Aug 2026

Sep 2026

Oct 2026

Nov 2026

Aspen Dental

94 / 261 (36.02%)

78 / 229 (34.06%)

64 / 216 (29.63%)

91 / 222 (40.99%)

114 / 356 (32.02%)

Emergency Dental Care USA

53 / 261 (20.31%)

43 / 229 (18.78%)

31 / 216 (14.35%)

34 / 222 (15.32%)

61 / 356 (17.13%)

Western Dental

33 / 261 (12.64%)

20 / 229 (8.73%)

15 / 216 (6.94%)

19 / 222 (8.56%)

38 / 356 (10.67%)

1-800-Dentist

2 / 261 (0.77%)

1 / 229 (0.44%)

2 / 216 (0.93%)

0 / 222 (0.00%)

26 / 356 (7.30%)

Comfort Dental

36 / 261 (13.79%)

27 / 229 (11.79%)

30 / 216 (13.89%)

21 / 222 (9.46%)

20 / 356 (5.62%)

Gentle Dental

57 / 261 (21.84%)

22 / 229 (9.61%)

23 / 216 (10.65%)

32 / 222 (14.41%)

20 / 356 (5.62%)

Smile Generation

10 / 261 (3.83%)

6 / 229 (2.62%)

7 / 216 (3.24%)

16 / 222 (7.21%)

16 / 356 (4.49%)

Sage Dental

4 / 261 (1.53%)

2 / 229 (0.87%)

2 / 216 (0.93%)

3 / 222 (1.35%)

3 / 356 (0.84%)

Great Expressions Dental Centers

1 / 261 (0.38%)

3 / 229 (1.31%)

5 / 216 (2.31%)

7 / 222 (3.15%)

2 / 356 (0.56%)

Dental365

2 / 261 (0.77%)

2 / 229 (0.87%)

1 / 216 (0.46%)

2 / 222 (0.90%)

0 / 356 (0.00%)

The monthly samples differ in size, so the recorded rates are not like-for-like comparisons. November drew on a larger answer set than October, which affects how rates divide even when underlying counts hold steady. Read the movement as a description of what was recorded, not as evidence of why it changed.

Several brands moved sharply between the two most recent months. 1-800-Dentist went from almost no recorded presence to a meaningful share of mentions and recommendations, while Gentle Dental and Great Expressions both recorded fewer recommendations. These swings are worth watching across further months before drawing conclusions.

Aspen Dental's mention count rose while its recommendation rate eased, a pattern consistent with broader naming rather than stronger endorsement. The agency should document sample size alongside every future snapshot so later comparisons stay honest.

AI recommendation trend

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

0%15%30%45%60%Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026Jul 2026: 36.02%Aug 2026: 34.06%Sep 2026: 29.63%Oct 2026: 40.99%Nov 2026: 32.02%Jul 2026: 20.31%Aug 2026: 18.78%Sep 2026: 14.35%Oct 2026: 15.32%Nov 2026: 17.13%Jul 2026: 12.64%Aug 2026: 8.73%Sep 2026: 6.94%Oct 2026: 8.56%Nov 2026: 10.67%Jul 2026: 0.77%Aug 2026: 0.44%Sep 2026: 0.93%Oct 2026: 0.00%Nov 2026: 7.30%Jul 2026: 13.79%Aug 2026: 11.79%Sep 2026: 13.89%Oct 2026: 9.46%Nov 2026: 5.62%Jul 2026: 21.84%Aug 2026: 9.61%Sep 2026: 10.65%Oct 2026: 14.41%Nov 2026: 5.62%Jul 2026: 3.83%Aug 2026: 2.62%Sep 2026: 3.24%Oct 2026: 7.21%Nov 2026: 4.49%Jul 2026: 1.53%Aug 2026: 0.87%Sep 2026: 0.93%Oct 2026: 1.35%Nov 2026: 0.84%Jul 2026: 0.38%Aug 2026: 1.31%Sep 2026: 2.31%Oct 2026: 3.15%Nov 2026: 0.56%Jul 2026: 0.77%Aug 2026: 0.87%Sep 2026: 0.46%Oct 2026: 0.90%Nov 2026: 0.00%
  • Aspen Dental32.02%
  • Emergency Dental Care USA17.13%
  • Western Dental10.67%
  • 1-800-Dentist7.30%
  • Comfort Dental5.62%
  • Gentle Dental5.62%
  • Smile Generation4.49%
  • Sage Dental0.84%
  • Great Expressions Dental Centers0.56%
  • Dental3650.00%

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

Dental365

Questions This Section Answers

  • What measured visibility pattern and review priority does Dental365 have in Emergency Dentists?

Dental365 recorded 2 mentions (0.56%) and 0 recommendations (0.00%) across 356 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 2 neutral and 0 negative.

From October 2026 to November 2026, Dental365's mention count fell from 4 to 2, while its recommendation count fell from 2 to 0. The recommendation rate was 0.90% and 0.00% respectively.

AI answers contained 0 conflicting claims about Dental365: 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

dental hygenist salary nyc

1

1

0

dental hygienist salary in nyc

1

1

0

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

Selected owned-page review candidate: https://godental365.com/blog/relief-from-tooth-nerve-pain-effective-strategies-and-treatment-options/.

Selected third-party review candidate: https://glassdoor.com/Salaries/new-york-city-ny-dental-hygienist-salary-SRCH_IL.0,16_IM615_KO17,33.htm.

Dental365's recorded presence is thin, and the absence of recommendations is the central question rather than a target to beat. Before setting any goal, the agency would review the specific answers where the brand appeared to understand whether the framing was neutral or simply incidental.

A conditional review of the selected owned page and the third-party salary listing would establish whether either source speaks to the questions observed. Any correction would follow current primary-source verification, and the brand stays outside the correction queue until the entity match is confirmed.

Sage Dental

Questions This Section Answers

  • What measured visibility pattern and review priority does Sage Dental have in Emergency Dentists?

Sage Dental recorded 3 mentions (0.84%) and 3 recommendations (0.84%) across 356 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 0. Framing among its mentions was 3 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Sage Dental's mention count fell from 6 to 3, while its recommendation count stayed at 3. The recommendation rate was 1.35% and 0.84% respectively. The count was unchanged: the rate difference comes from dividing it by 222 answers in October 2026 and 356 in November.

AI answers contained 0 conflicting claims about Sage Dental: 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 to find a dentist that takes Delta Dental insurance?

1

1

1

dentist in zephyrhills

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://mysagedental.com/.

Selected third-party review candidate: https://aspendental.com/dentist/fl/kissimmee/3304-greenwald-way-north.

Sage Dental's recommendations roughly match its mentions, and its framing was uniformly positive, which suggests answers treat it favorably when they name it. First-place placement is rarer, so the brand is endorsed without often leading the answer.

That distinction matters: reach and endorsement are present, while top position is not. The agency would review the selected owned homepage and the third-party page to check whether either supports the questions where Sage appeared, verifying current contents before proposing any change.

Aspen Dental

Questions This Section Answers

  • What measured visibility pattern and review priority does Aspen Dental have in Emergency Dentists?

Aspen Dental recorded 311 mentions (87.36%) and 114 recommendations (32.02%) across 356 answers included in the benchmark. Top 3 placements numbered 105; first-place recommendations numbered 53. Framing among its mentions was 122 positive, 188 neutral and 1 negative.

From October 2026 to November 2026, Aspen Dental's mention count rose from 184 to 311, while its recommendation count rose from 91 to 114. The recommendation rate was 40.99% and 32.02% respectively.

AI answers contained 89 conflicting claims about Aspen Dental: 9 critical, 46 high, 29 medium, 5 low. Of these, 55 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

payment due at time of service

high

payment required at time of service

not necessarily required to pay up front

Medicaid acceptance

critical

Medicaid not accepted

Medicaid accepted at some locations

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

Where is the most affordable place to get dentures?

3

3

2

Where can I get a wisdom tooth extraction in Wichita, KS?

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://aspendental.com/dental-services/emergency-walk-in-dentist/.

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

Aspen Dental's reach and endorsement lead the set, but the volume of conflicting claims around it is the more urgent signal. Disagreements about payment timing and Medicaid acceptance could shape how buyers judge the brand, so verification comes before any messaging work.

The agency would fact-check the highest-priority conflicts against current primary sources, then review the selected owned emergency page and the plan page. Corrections would be proposed only where evidence supports them, and the larger November sample limits direct comparison with October.

1-800-Dentist

Questions This Section Answers

  • What measured visibility pattern and review priority does 1-800-Dentist have in Emergency Dentists?

1-800-Dentist recorded 26 mentions (7.30%) and 26 recommendations (7.30%) across 356 answers included in the benchmark. Top 3 placements numbered 26; first-place recommendations numbered 8. Framing among its mentions was 26 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, 1-800-Dentist's mention count rose from 1 to 26, while its recommendation count rose from 0 to 26. The recommendation rate was 0.00% and 7.30% respectively.

AI answers contained 0 conflicting claims about 1-800-Dentist: 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

dental urgent care near me

1

1

1

dentist for emergencies near me

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://aspendental.com/dental-services/emergency-walk-in-dentist/.

1-800-Dentist's November result is striking: every recorded mention also carried a recommendation, and all framing was positive. That consistency suggests answers treat the brand as a straightforward referral option when it appears at all.

The jump from near-absence in October warrants caution, since the samples differ. The agency would review the selected third-party page and confirm current contents before treating the pattern as durable, then track whether the endorsement holds across further months.

Gentle Dental

Questions This Section Answers

  • What measured visibility pattern and review priority does Gentle Dental have in Emergency Dentists?

Gentle Dental recorded 39 mentions (10.96%) and 20 recommendations (5.62%) across 356 answers included in the benchmark. Top 3 placements numbered 12; first-place recommendations numbered 3. Framing among its mentions was 20 positive, 19 neutral and 0 negative.

From October 2026 to November 2026, Gentle Dental's mention count fell from 45 to 39, while its recommendation count fell from 32 to 20. The recommendation rate was 14.41% and 5.62% respectively.

AI answers contained 5 conflicting claims about Gentle Dental: 1 critical, 0 high, 0 medium, 4 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

glass ionomer filling lifespan

low

about 5 years

3 to 5 years

in-office whitening price

low

$300 to $1,000+

$500 to $1,000+

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

dental urgent care

1

1

1

dentist battle ground wa

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://gentledental.interdent.com/.

Selected third-party review candidate: https://gentledental.com/resources/articles/teeth-whitening-cost.

Gentle Dental is mentioned reasonably often but recommended far less, and the gap widened in November as recommendations fell. The brand is visible without being consistently endorsed, which is the pattern most worth understanding.

A handful of low-severity conflicts and one higher-priority claim need checking against current sources before any correction. The agency would review the selected owned site and the whitening-cost article, verify the disputed details, and brief the pages only after that verification.

Comfort Dental

Questions This Section Answers

  • What measured visibility pattern and review priority does Comfort Dental have in Emergency Dentists?

Comfort Dental recorded 23 mentions (6.46%) and 20 recommendations (5.62%) across 356 answers included in the benchmark. Top 3 placements numbered 16; first-place recommendations numbered 4. Framing among its mentions was 20 positive, 3 neutral and 0 negative.

From October 2026 to November 2026, Comfort Dental's mention count rose from 21 to 23, while its recommendation count fell from 21 to 20. The recommendation rate was 9.46% and 5.62% respectively.

AI answers contained 0 conflicting claims about Comfort Dental: 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

comfort dentist near me

1

1

1

dentist bonney lake

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://comfortdental.com/.

Selected third-party review candidate: https://aspendental.com/dental-services/emergency-walk-in-dentist/.

Comfort Dental's mentions and recommendations are close, and its framing is almost entirely positive, so answers tend to speak well of it when they name it. The recommendation rate eased in November even as mentions held roughly steady.

The agency would review the selected owned homepage and the third-party emergency page to see whether either supports the questions where Comfort appeared. No conflicting claims were recorded, so the work is about strengthening existing coverage rather than correcting errors.

Western Dental

Questions This Section Answers

  • What measured visibility pattern and review priority does Western Dental have in Emergency Dentists?

Western Dental recorded 62 mentions (17.42%) and 38 recommendations (10.67%) across 356 answers included in the benchmark. Top 3 placements numbered 35; first-place recommendations numbered 4. Framing among its mentions was 38 positive, 23 neutral and 1 negative.

From October 2026 to November 2026, Western Dental's mention count rose from 32 to 62, while its recommendation count rose from 19 to 38. The recommendation rate was 8.56% and 10.67% respectively.

AI answers contained 4 conflicting claims about Western Dental: 0 critical, 3 high, 1 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

credit bureau reporting of collections debt

high

collections debt may be reported to credit bureaus

medical/dental debt cannot be reported on credit report in California

credit bureau reporting of collections debt

high

collections debt may be reported to credit bureaus

medical/dental debt cannot be reported on credit report in California

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

24 hour dental

1

1

1

24 hour dental clinic

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://westerndental.com/en-us/dental-services/emergency-dental-care/.

Selected third-party review candidate: https://oag.ca.gov/node/614186.

Western Dental's mentions grew faster than its recommendations, leaving a wide gap between being named and being endorsed. That gap is the practical opportunity: the brand is familiar to answers but not consistently favored.

Several high-priority conflicts concern credit reporting of dental debt, a sensitive topic for emergency buyers. The agency would verify those claims against current primary sources, including the state attorney general page, before proposing any correction, and review the owned emergency page for accuracy.

Smile Generation

Questions This Section Answers

  • What measured visibility pattern and review priority does Smile Generation have in Emergency Dentists?

Smile Generation recorded 19 mentions (5.34%) and 16 recommendations (4.49%) across 356 answers included in the benchmark. Top 3 placements numbered 12; first-place recommendations numbered 1. Framing among its mentions was 16 positive, 3 neutral and 0 negative.

From October 2026 to November 2026, Smile Generation's mention count rose from 17 to 19, while its recommendation count stayed at 16. The recommendation rate was 7.21% and 4.49% respectively. The count was unchanged: the rate difference comes from dividing it by 222 answers in October 2026 and 356 in November.

AI answers contained 0 conflicting claims about Smile Generation: 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

Do any dentists take payment plans?

1

1

1

affordable dentist with payment plans

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://smilegeneration.com/payment-options/.

Selected third-party review candidate: https://firstcard.app/learn/smile-generation-financial-credit-card.

Smile Generation is recommended nearly as often as it is mentioned, with uniformly positive framing, so answers treat it favorably when it appears. First-place placement is rare, meaning endorsement comes without leading position.

The recommendation count held steady while the rate eased because the November sample was larger. The agency would review the selected owned payment-options page and the third-party card page, verifying current contents before deciding whether either needs a brief.

Emergency Dental Care USA

Questions This Section Answers

  • What measured visibility pattern and review priority does Emergency Dental Care USA have in Emergency Dentists?

Emergency Dental Care USA recorded 82 mentions (23.03%) and 61 recommendations (17.13%) across 356 answers included in the benchmark. Top 3 placements numbered 59; first-place recommendations numbered 28. Framing among its mentions was 61 positive, 21 neutral and 0 negative.

From October 2026 to November 2026, Emergency Dental Care USA's mention count rose from 34 to 82, while its recommendation count rose from 34 to 61. The recommendation rate was 15.32% and 17.13% respectively.

AI answers contained 0 conflicting claims about Emergency Dental Care USA: 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

emergency tooth extraction near me

2

2

2

walk in dentists near me

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://emergencydental.com/.

Selected third-party review candidate: https://aspendental.com/dental-services/emergency-walk-in-dentist/.

Emergency Dental Care USA pairs strong reach with a solid recommendation rate, and its framing is entirely positive or neutral. It sits comfortably in the second tier, named and endorsed often enough to be a default option in emergency questions.

No conflicting claims were recorded, so the work is about protecting and extending existing coverage. The agency would review the selected owned site and the third-party emergency page, confirm current contents, and brief pages around the observed emergency and walk-in questions.

Great Expressions Dental Centers

Questions This Section Answers

  • What measured visibility pattern and review priority does Great Expressions Dental Centers have in Emergency Dentists?

Great Expressions Dental Centers recorded 6 mentions (1.69%) and 2 recommendations (0.56%) across 356 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 0. Framing among its mentions was 2 positive, 4 neutral and 0 negative.

From October 2026 to November 2026, Great Expressions Dental Centers' mention count fell from 8 to 6, while its recommendation count fell from 7 to 2. The recommendation rate was 3.15% and 0.56% respectively.

AI answers contained 0 conflicting claims about Great Expressions Dental Centers: 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

dentist fort pierce

1

1

1

dentists goshen

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://greatexpressions.com/.

Selected third-party review candidate: https://medixdental.com/largest-dsos-in-the-us/.

Great Expressions has limited reach and few recommendations, and both fell in November. Its framing is mostly neutral, suggesting answers name it without strong feeling either way, which leaves room to earn clearer endorsement.

The agency would review the selected owned site and the third-party DSO ranking page to check whether either supports the questions where the brand appeared. Any change would follow verification of current contents, and the brand stays out of the correction queue until its entity match is confirmed.

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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 Emergency Dentists?

Build a cohort scorecard that records each company's mentions, recommendations and placements alongside the sample size for the month. Every entry needs an owner, an evidence requirement and a review status so later comparisons rest on documented ground.

Document how future samples are drawn and note where coverage differs, so month-to-month readings are never mistaken for like-for-like performance.

Step 2. Verify disputed facts

Questions This Section Answers

  • What should the agency deliver when it works to verify disputed facts for Emergency Dentists?

AI answers contained 98 conflicting claims across 3 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.

Work through the recorded conflicts company by company, starting with the highest-priority claims. Each disputed point needs its entity, date and source resolved against current primary evidence before anyone decides whether a correction is warranted.

Record confirmed edits, no-change decisions and open questions separately. Claims with uncertain company matches stay outside the queue until the entity is clear.

Step 3. Review owned pages

Questions This Section Answers

  • What should the agency deliver when it works to review owned pages for Emergency Dentists?

Assign page briefs to the selected owned URLs, with each brief tied to the questions where that company actually appeared. Verify current page contents and facts before drafting any edit, since the selected pages are candidates for review rather than confirmed problems.

Briefs should state what evidence would justify a change and what would leave the page as is.

Step 4. Review third-party sources

Questions This Section Answers

  • What should the agency deliver when it works to review third-party sources for Emergency Dentists?

Prepare source-review packages for the selected third-party pages, checking current contents before any request is made. A citation in an answer does not establish that the source influenced it, so requests should rest on verified accuracy rather than assumed effect.

Log each request and any response, keeping confirmed edits distinct from pending ones.

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 Emergency Dentists?

Turn the observed buyer questions into content briefs that answer them directly, using the recorded questions as the starting point rather than as proof of demand. Briefs should address the practical concerns buyers raise, such as payment, insurance and urgent access.

Measure again after work is delivered, recording completed work separately from answer outcomes and noting comparability limits in each snapshot.

Third-party authority and citation opportunities

Questions This Section Answers

  • Which cited publisher pages support targeted source review in Emergency Dentists?

Publisher page selected for review

Citation appearances in all captured answers

Companies covered by the page selection

https://aspendental.com/dental-services/emergency-walk-in-dentist/

67

1-800-Dentist, Comfort Dental, Emergency Dental Care USA

https://aspendentalplan.com/

49

Aspen Dental

https://westerndental.com/en-us/dental-services/emergency-dental-care/

32

Emergency Dental Care USA

https://emergencydentistsusa.com/

10

1-800-Dentist

https://medixdental.com/largest-dsos-in-the-us/

9

Great Expressions Dental Centers

https://lafdentist.com/dental-benefits-payment

8

Aspen Dental

https://gentledental.com/resources/articles/teeth-whitening-cost

7

Gentle Dental

https://beckersdental.com/dso-dpms/top-10-largest-dsos-headed-into-2025/

5

Great Expressions Dental Centers

https://firstcard.app/learn/smile-generation-financial-credit-card

4

Smile Generation

https://goodrx.com/conditions/dental-care/how-much-does-teeth-whitening-cost-with-insurance

4

Gentle Dental

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 selected publisher pages vary widely in how often they appear across captured answers, and that frequency is a starting point for prioritization rather than a verdict on quality. Pages covering several companies, such as the Aspen emergency page, warrant review because a single correction could affect how several brands are described.

Before any request, the agency would verify each page's current contents and confirm which company claims it actually supports. Citation appearances are counted across all captured answers and are not added again per company, so the figures describe reach, not influence.

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 establishing a trustworthy baseline: a scorecard, a scoped fact-review register and a shortlist of pages and sources, each with an owner and evidence requirement. Without that foundation, later comparisons rest on shifting samples.

The second is resolving the highest-priority conflicts, particularly around Aspen Dental and Western Dental, where disputed claims touch payment and credit concerns that shape buyer decisions. Verification comes before any correction.

The third is turning observed buyer questions into page and content briefs, then measuring again while keeping delivered work separate from answer outcomes.

Methodology and conclusion

Questions This Section Answers

  • What do the Emergency Dentists 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 356 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 5225 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

261

6

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

Aug 2026

229

6

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

Sep 2026

216

6

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

Oct 2026

222

6

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

Nov 2026

356

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 selected month, not verified company facts or buyer demand. The samples differ between months, so comparisons show how results changed without establishing why. Recommendations require both endorsement and positive wording, and placements sit within recommendations rather than adding to them.

The proposed work moves from a documented baseline through fact verification, page and source review, and buyer-question content, with a fresh scorecard at the end. No outcome is guaranteed; the aim is to make each decision traceable and each correction evidence-backed.

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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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