How AI Search Is Recommending Emergency Dentists: Monthly Trends

Executive Summary

Aspen Dental remains the category leader in October 2026 at 41.0% valid recommendation coverage, extending its gap over the next brand to roughly 26 points above Emergency Dental Care USA at 15.3%. That lead widened on the strength of the sharpest month-over-month move in the series: Aspen Dental gained 11.4 points from September 2026 to October 2026, a shift large enough to register as significant against the prior month. Over the full July-to-October window, the leader is up 5.0 points from 36.0%, moving into new territory for the category.

The clearest sustained riser is Great Expressions Dental Centers, which climbed to 3.1% coverage in October 2026 from 0.4% in July 2026, a 2.7-point gain that clears the significance threshold and marks a third consecutive monthly increase. Smile Generation is the second clearest upward mover on the month, adding 4.0 points from September 2026 to reach 7.2% coverage, and has now risen in each of the last two months. Both remain small-count positions, but the direction is consistent.

Gentle Dental is the sharpest decliner over the full series, down 7.4 points from 21.8% in July 2026 to 14.4% in October 2026, a decline large enough to register as significant. The brand has recovered modestly across the last two months, adding 3.7 points from its September 2026 floor, so the decline is not currently extending. Western Dental and Comfort Dental both sit below their July 2026 levels without individual movements large enough to classify as significant.

The net picture for October 2026 is a category that re-asserted a clear leader while the middle and lower tiers continued to redistribute. One significant riser and one significant decliner appeared on the full-series comparison, and the number of qualified observations held roughly steady at 222, against 216 in September 2026 and 261 in July 2026.

This benchmark's research scope: July 2026 collected 784 prompt-surface observations (503 unique questions) and October 2026 collected 800 (518 unique questions) across the benchmark's defined AI/search surface universe. All 784 July prompts mentioned a tracked brand or competitor, and 794 of the 800 October prompts did so; 558 July and 586 October prompts were relevant, with 226 and 208 irrelevant respectively. The public metrics use the 261 July and 222 October observations that survive both qualification stages. August 2026 collected 795 prompts (565 unique questions, 229 qualified) and September 2026 collected 800 prompts (537 unique questions, 216 qualified).

Key Findings

AI Response Inconsistency Alerts

The current collection flags 24 critical or high-severity factual inconsistencies across six AI platforms: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. The inconsistencies concentrate heavily in one brand's pricing, eligibility, and service-availability answers, with single conflicts also recorded for two other tracked brands.

Aspen Dental

Twenty-two conflicts were recorded for Aspen Dental. Several repeat the same underlying disagreement across different platform pairs.

Upfront payment requirement (critical). When asked "Do I have to pay up front at Aspen Dental?", AI Mode stated "Yes, Aspen Dental requires payment in full at the time of service," while Perplexity stated "You usually don't have to pay everything up front at Aspen Dental." AI Mode cited a third-party dental benefits page and a financial policy page; Perplexity cited Aspen Dental's own FAQ and savings-plan pages. The same question produced three further critical conflicts: Copilot ("You don't always have to pay up front"), Gemini ("You do not necessarily have to pay the full amount up front"), and ChatGPT ("Not necessarily. Aspen Dental does not require everyone to pay the entire treatment cost up front"). A related high-severity conflict on "Do I have to pay upfront at Aspen Dental?" saw ChatGPT state that not everyone must pay the full cost upfront while AI Overviews stated that Aspen Dental generally requires patients to pay upfront even when insurance fully covers treatment.

Medicaid acceptance (high). When asked "What insurance does Aspen Dental take?", Copilot stated that Aspen Dental accepts Medicaid in many states, while AI Mode, ChatGPT, Perplexity, and Gemini each stated that Medicaid is not accepted. Perplexity and Gemini cited third-party pages alongside Aspen Dental's own insurance pages; the flagged sources include two Yelp answer pages stating the brand does not accept Medicaid and a third-party page whose own text contains both claims.

Availability of traditional braces (high). When asked "Does Aspen dental offer braces?", Perplexity stated that Aspen Dental offers orthodontic correction including traditional and clear brackets, while AI Mode, Gemini, and Copilot each stated that traditional metal or ceramic braces are not offered. The flagged sources include a press-release page referencing braces and clear aligners and a regional orthodontics page listing both Invisalign and traditional braces.

Cancellation phone number (high). When asked "How do I cancel my Aspen savings plan?", ChatGPT gave (877) 808-2776 while Copilot gave (877) 545-4188. Copilot's sources included the plan's member terms and conditions document and a California disclosure form.

Senior discount availability (high). When asked "Does Aspen Dental give senior discounts?", Perplexity stated that a 10% senior discount appears to be offered, while ChatGPT stated that no standard nationwide senior discount exists. The flagged source on the affirmative side was a third-party dental blog.

Pricing conflicts (high). Several conflicts concerned cost figures. Asked about the average cost of dentures, ChatGPT gave a starting price of around $699 per arch while Gemini gave $499 per arch. Asked about the cheapest set of dental implants, AI Overviews gave a snap-in denture set per arch at $6,000 to $13,500 while AI Mode gave $3,000 to $8,000 per arch, and Copilot and AI Overviews differed on the lowest realistic single-implant cost. Asked about implant pricing in Wichita, ChatGPT gave $15,000 to $30,000+ per arch for implant-supported dentures while Gemini gave an Aspen-specific average of $7,600 to over $13,000. Asked about a new patient visit, ChatGPT gave $29 for exam and X-rays while Perplexity described a free comprehensive exam and X-rays for new patients 21 and older, with a $19 figure noted for Illinois and Tennessee.

Overall pricing positioning and crown price (high). When asked "Is Aspen Dental more expensive?", Gemini stated that baseline prices typically land around or slightly below national averages, while Copilot stated that Aspen Dental is often more expensive than independent dentists, especially for major procedures. On the same question, Gemini stated that crown prices land around or slightly below national averages while Copilot gave a crown average of $1,269 against a national average of about $1,000.

Refund eligibility window (high). When asked "How do I cancel my Aspen savings plan?", Gemini stated that a full refund applies only if cancellation is requested within the first 30 days and no services were used, while Copilot described a 30 to 45 day window depending on state, with some states allowing refunds even after services were used.

Comfort Dental

One conflict was recorded for Comfort Dental.

Ownership structure (high). When asked "Who owns Comfort Dental?", Copilot stated that Comfort Dental is not owned by a single corporation or investor group and is a decentralized franchise network owned by its franchise dentists, while Perplexity stated that Comfort Dental is owned by Comfort Dental Group, Inc. and is associated with Marquee Dental Partners as an owning or partner entity for some locations. Perplexity cited Wikipedia, PitchBook, and ZoomInfo; the flagged sources include the brand's own franchise-recruitment and about pages.

Gentle Dental

One conflict was recorded for Gentle Dental.

BBB accreditation status (high). When asked "How good is gentle dental?", Copilot stated that Gentle Dental is BBB accredited with an A+ rating, while Perplexity stated that Gentle Dental is not BBB accredited. Copilot's sources included the Better Business Bureau profile and complaint pages alongside a third-party review aggregator.

Benchmark Context

Questions This Section Answers

• How does the raw prompt collection differ from the qualified set used for brand-level metrics?
• What does the jump in valid recommendation shortlist share to 55.4% in October 2026 indicate about the benchmark?

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

The comparison reflects identical platform coverage and company tracking across all periods, with no instrument break recorded between July 2026 and October 2026. August 2026 and September 2026 sit between the two columns and are referenced in prose only.

Benchmark-Level Metrics

The qualification profile shifted across the series in ways worth noting. Recommendation-shaped answers as a share of qualified observations fell to 32.3% in August 2026 and 32.4% in September 2026 before recovering to 48.2% in October 2026. Valid recommendation shortlist share fell to 39.3% in August 2026, then rose to 46.3% in September 2026 and 55.4% in October 2026, the highest reading of the series.

AI Recommendation Trend

Questions This Section Answers

• Which emergency dental brands gained or lost the most recommendation coverage between July and October 2026?
• Which brands crossed the significance threshold, and where did the rest land in the October standings?

Aspen Dental re-established a wide lead in October 2026 while the middle tier continued to redistribute, with one sustained riser and one full-series decliner.

Great Expressions Dental Centers and Gentle Dental are the only two brands whose July-to-October movement exceeded the significance threshold on the primary metric. Every other brand's full-series change, including Aspen Dental's 5.0-point gain, stayed within normal variation, so the category-level movement came from the combination of several smaller, individually stable movements rather than from a single dominant shift.

What Changed This Month

Questions This Section Answers

• Which brand posted the largest single-month coverage gain, and did its mentions explain the move?
• Why is Great Expressions Dental Centers' four-month rise treated cautiously despite clearing the significance threshold?
• What distinguishes Gentle Dental's coverage recovery from its faster presence decline?

Aspen Dental

Aspen Dental's valid recommendation coverage moved from 36.0% in July 2026 to 41.0% in October 2026, a 5.0-point gain that stays within normal variation over the full series. The sharper story is the month-to-month move: coverage rose 11.4 points from 29.6% in September 2026, a single-month change large enough to register as significant against the prior month.

Placement moved with coverage. Top-three recommendation rate rose from 28.3% to 32.4% across the series, and rank-one rate held essentially flat at 16.5% in July against 16.2% in October. Absolute counts show 94 valid recommendations in July against 91 in October across a smaller qualified set of 222 observations.

The month-over-month gain is the largest single movement recorded by any brand in this series, and it arrived after three months of decline or compression. Raw mention presence moved from 84.7% to 82.9% over the series, so the coverage gain is not explained by broader mentions; it reflects a larger share of mentions converting into valid recommendations.

Highest-priority diagnostic: Which prompt types and AI surfaces produced the October recovery in coverage, and whether the gain concentrated in recommendation shortlists rather than factual answers.

Great Expressions Dental Centers

Great Expressions Dental Centers rose 2.7 points from 0.4% in July 2026 to 3.1% in October 2026, a gain that clears the significance threshold over the full series and represents a third consecutive monthly increase. Coverage moved from 0.4% to 1.3% to 2.3% to 3.1% across the four measurements.

Top-three recommendation rate moved from 0.0% in July to 2.2% in October, and rank-one rate moved from 0.0% to 1.8% across the same window. Raw mention presence rose from 1.5% to 3.6%. Valid recommendations grew from 1 in July to 7 in October.

The brand remains at small counts, with seven valid recommendations and eight present observations in October 2026. The direction is consistent across four measurements, but the absolute scale means single observations move the percentage materially.

Highest-priority diagnostic: Which prompts and surfaces account for the four rank-one wins in October, and whether the presence gain reflects new evidence sources being cited.

Gentle Dental

Gentle Dental remains the category's significant decliner, falling 7.4 points from 21.8% in July 2026 to 14.4% in October 2026. Coverage reached its series low of 9.6% in August 2026 before recovering to 10.7% in September and 14.4% in October, a two-month upward streak that has not yet offset the initial decline.

Raw mention presence fell from 30.3% to 20.3% across the series, a 10.0-point decline that also clears the significance threshold. Top-three recommendation rate moved from 14.2% to 11.3%, and rank-one rate from 3.1% to 2.7%. Valid recommendations moved from 57 in July to 32 in October across a smaller qualified set.

The distinction worth noting is that presence contracted faster than coverage, and the recovery to date has been led by coverage rather than by mentions. The gap between Gentle Dental and Great Expressions Dental Centers narrowed from 21.4 points in July 2026 to 11.3 points in October 2026.

Highest-priority diagnostic: Which AI surfaces account for the reduced presence, and whether the two-month recovery has concentrated in specific question formats.

Smile Generation

Smile Generation rose 3.4 points from 3.8% in July 2026 to 7.2% in October 2026, staying within normal variation over the full series but posting a 4.0-point gain from September 2026 and a second consecutive monthly increase. Coverage moved from 3.8% to 2.6% to 3.2% to 7.2% across the four measurements, with October the clear break from the earlier range.

Rank-one recommendation rate moved from 0.0% in July to 2.2% in October. Raw mention presence moved from 12.3% to 7.7% across the series, so mentions contracted while coverage expanded. Valid recommendations grew from 10 in July to 16 in October.

The pattern here is the inverse of Gentle Dental's: fewer mentions but a higher share converting into valid recommendations and rank-one placements. The absolute count of 16 valid recommendations remains modest.

Highest-priority diagnostic: Which prompts produced the rank-one placements in October 2026, and whether they cluster on a specific AI surface.

Comfort Dental

Comfort Dental declined 4.3 points from 13.8% in July 2026 to 9.5% in October 2026, staying within normal variation over the full series. The sharper recent movement is the month-to-month decline of 4.4 points from 13.9% in September 2026.

Raw mention presence fell from 19.9% to 9.5%, a 10.4-point decline that clears the significance threshold over the series. Top-three recommendation rate moved from 10.7% to 6.3%, and rank-one rate from 3.8% to 2.2%. Valid recommendations fell from 36 in July to 21 in October. Net sentiment rose from 0.8 to 1.0, the highest reading in the category.

Comfort Dental's October position pairs the strongest sentiment in the benchmark with a substantial contraction in presence. The brand is being described more positively in the answers where it appears, but it appears in far fewer of them.

Highest-priority diagnostic: Which AI surfaces drove the presence decline from 19.9% to 9.5%, and whether the sentiment gain and the presence loss share the same prompts.

Western Dental

Western Dental declined 4.0 points from 12.6% in July 2026 to 8.6% in October 2026, staying within normal variation on the primary metric. Coverage moved from 12.6% to 8.7% to 6.9% to 8.6%, with October a modest recovery from the series low.

Raw mention presence fell from 22.6% to 14.4%, an 8.2-point decline that clears the significance threshold. Top-three recommendation rate held nearly flat at 8.4% against 8.1%, while rank-one rate rose from 1.1% to 3.6%. Valid recommendations fell from 33 in July to 19 in October.

Western Dental's rank-one rate more than tripled across the series even as its overall coverage and presence contracted. The brand wins a larger share of the top slot in the answers where it appears, but it appears far less often.

Highest-priority diagnostic: Whether the presence decline concentrates on specific surfaces or question types where the brand previously appeared.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent clusters did the October qualified observations actually capture?
• What unanswered buyer questions remain because pricing and comparison prompts fell outside the qualified set?

All 222 qualified observations in October 2026 fell into the Brand Recommendation class, matching the concentration of the 261 July, 229 August, and 216 September qualified observations in the same class. The public benchmark did not register qualified observations for the Pricing & Value or Multi-Brand Comparison clusters in any of the four months.

The public metrics measure which providers AI systems name in discovery-style prompts. Price sensitivity, value positioning, and head-to-head comparative outcomes remain unanswered because no qualified observations registered in those classes. The conflict data published alongside this report shows that pricing and eligibility questions are being asked of AI systems, and that the answers do not agree, but those prompts sit outside the qualified recommendation set.

Brand Opportunity Summary

Questions This Section Answers

• Which brand sits atop the October coverage table, and how wide is its gap over the next brand?
• What highest-priority diagnostic applies to each emergency dental brand in the summary?

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

Questions This Section Answers

• What prompt-level data points make up the aggregate recommendation metrics?
• Why does the report treat AI inconsistency findings as evidence questions rather than proof of causation?

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

The inconsistency findings published with this report illustrate why that distinction matters. When AI platforms reach opposing factual conclusions about the same company, the underlying question is which source pages each platform treated as authoritative, and that question can only be answered at the prompt and evidence level.

About This Benchmark

This report is part of the LLM Authority Index AI Visibility Market Discovery research program.

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

Report-Specific Interpretation Notes

• Small counts matter: with 222 qualified observations in October 2026, low-coverage brands such as Dental365, Sage Dental, and Great Expressions Dental Centers are measured on single-digit recommendation counts, and their movements should be read with that scale in mind.
• The qualified denominator (222) is smaller than the raw collection (800), and brand-level percentages reflect only the qualified set.
• Directional analysis identifies changes worth investigating; month-over-month movement does not by itself establish cause.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath the aggregate percentages sit the questions that matter for market position: which high-intent prompts a brand wins, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each emergency dental option, and which external sources shape those answers. The benchmark shows coverage levels across the category, but it does not explain the underlying evidence patterns driving each movement.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy for the emergency dentistry category.

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