Dental Implants: AI Visibility Market Discovery Index

Benchmark Summary

Questions This Section Answers

• Which dental implant brand leads the October 2026 benchmark, and by how much?
• Which brands moved beyond normal month-to-month variation since the July 2026 baseline?
• How did recommendation-shaped answer share and shortlist share change over the measurement period?

Affordable Dentures & Implants led the Dental Implants benchmark in October 2026 with valid recommendation coverage of 25.1%, ahead of Aspen Dental at 22.4% by 2.7 points. The month recorded movement beyond normal variation: ClearChoice, Nuvia Dental Implant Center, and Western Dental each declined beyond normal month-to-month variation, while no brand posted a comparable baseline-to-current increase.

The largest coverage increase from the prior month came from Aspen Dental, which rose from 9.2% in September 2026 to 22.4% in October 2026, up 13.2 points. Affordable Dentures & Implants posted the second largest prior-month gain, moving from 13.6% in September 2026 to 25.1% in October 2026, up 11.5 points. Both are prior-month recoveries, not baseline-level gains.

The largest coverage decline measured against the baseline came from Nuvia Dental Implant Center, which fell from 12.5% in July 2026 to 3.5% in October 2026, down 9.0 points. That decline extended across each of the three months since July 2026. ClearChoice fell from 13.8% in July 2026 to 5.5% in October 2026, down 8.3 points, and Western Dental fell from 1.0% in July 2026 to 0.0% in October 2026, down 1.0 point. Three brands crossed the baseline comparison threshold in the same month.

The benchmark began with 800 prompt-surface observations in each month and produced 366 qualified observations in October 2026 after qualification.

Current Benchmark at a Glance

Qualified surface breadth counts the canonical AI/search surface families with at least one qualified observation: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. All four months in the series registered all six families. September 2026 saw recommendation-shaped answer share fall to 16.5% and shortlist share to 15.6%, both below October levels.

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Dental Implants

Research Scope and Qualification

Questions This Section Answers

• How many prompt-surface observations qualified for the dental implant benchmark, and why is the public denominator smaller than the raw collection?
• Which AI and search surfaces are tracked, and which brands are included in the benchmark?

The public benchmark reports only qualified observations: prompt-level results that clear the benchmark's relevance and eligibility checks before being counted toward brand standings. July 2026 produced 391 qualified observations and October 2026 produced 366, each drawn from the same tracked AI and search surfaces (ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, including their keyword-triggered variants) and the same ten tracked brands.

Brand-level percentages use the qualified observations as the public denominator, not the raw collection. See the AI Visibility Market Discovery Methodology for full qualification criteria.

Current Brand Standings

Questions This Section Answers

• Which dental implant brands have the highest valid recommendation coverage in October 2026?
• How do presence rate and valid recommendation coverage differ across the tracked brands?

How to Read the Standings

• Presence rate is the share of qualified observations where the brand is mentioned at all.
• Valid recommendation coverage is the share of qualified observations where the brand receives a valid recommendation.
• Top-three rate is the share of qualified observations where the brand appears in the top three recommended positions.
• Rank-one rate is the share of qualified observations where the brand is the first recommendation.
• Net sentiment measures the balance of positive versus neutral or negative mentions, from -1 to +1.

For formulas and denominator rules, see AI Visibility Market Discovery Metric Definitions.

Recommendation Coverage Movement

Questions This Section Answers

• Which dental implant brand posted the largest recommendation coverage increase, and how much of it was a prior-month recovery?
• Where did recommendation coverage decline beyond normal variation since the July 2026 baseline?
• Which brands stayed within normal month-to-month variation across the series?

September 2026 sits between the baseline and current month and is a useful reference point for the movers below: Affordable Dentures & Implants recovered from 13.6% in September 2026 to 25.1% in October 2026, and Aspen Dental recovered from 9.2% to 22.4% over the same two months.

Largest Increase: Aspen Dental

Aspen Dental recorded the largest prior-month increase in valid recommendation coverage, rising from 9.2% in September 2026 to 22.4% in October 2026, up 13.2 points. Across the full series the brand rose from 20.2% in July 2026 to 22.4% in October 2026, a 2.2 point gain that sits within normal month-to-month variation. Its presence rate held at 88.8% in October 2026, up from 85.9% in July 2026, and its top-three rate rose from 16.6% to 18.3% over the same period. Its rank-one rate held at 3.0%, essentially unchanged from July.

Largest Decline: Nuvia Dental Implant Center

Nuvia Dental Implant Center declined in each of the three months since July 2026, moving from 12.5% in July 2026 to 6.0% in August 2026, then to 4.9% in September 2026, and then to 3.5% in October 2026. That is a 9.0 point decline from the baseline, beyond normal variation, and the only decline registered in every month of the series. The decline was visible at the presence level as well: raw mention presence fell from 18.4% in July 2026 to 9.3% in October 2026, down 9.1 points. Top-three rate fell from 6.1% to 3.3% and rank-one rate fell from 2.3% to 1.6% over the same period.

Largest Decline: ClearChoice

ClearChoice fell from 13.8% in July 2026 to 5.5% in October 2026, down 8.3 points, a decline beyond normal month-to-month variation. The series moved from 13.8% in July 2026 to 13.0% in August 2026, then to 5.1% in September 2026, then edged up to 5.5% in October 2026, up 0.4 points from the prior month. The October uptick is too small to reverse the baseline decline. Its top-three rate fell from 8.4% in July 2026 to 4.6% in October 2026, down 3.8 points, while its rank-one rate moved from 3.1% to 2.2%.

Largest Decline: Western Dental

Western Dental held no valid recommendations in October 2026, down from 1.0% in July 2026, a 1.0 point decline that is beyond normal month-to-month variation for this brand. Its raw mention presence rate fell from 4.9% in July 2026 to 1.1% in October 2026, down 3.8 points. The brand last recorded a valid recommendation in August 2026 at 1.2%.

Category Leader: Affordable Dentures & Implants

Affordable Dentures & Implants holds the leader position in October 2026 with valid recommendation coverage of 25.1%, up from 24.0% in July 2026 by 1.1 points and up from 13.6% in September 2026 by 11.5 points. The brand leads on rank-one rate at 15.3% in October 2026, compared with 12.3% in July 2026. Its top-three rate rose from 18.2% to 20.2% across the same span, while its presence rate eased from 73.9% to 69.4%, a divergence between rising recommendation strength and falling presence.

Stable Brands

Dr. Dental, G4 by Golpa, Gentle Dental, Sage Dental, and Tend all remained within normal month-to-month variation across the series. Dr. Dental, Sage Dental, Tend, and Western Dental recorded no valid recommendations in October 2026; G4 by Golpa recorded no valid recommendations in October 2026 and across the full series. Gentle Dental moved from 2.1% in July 2026 to 0.8% in October 2026, down 1.3 points, with presence falling from 6.4% to 2.5%. These movements are small in absolute terms and not yet a trend.

Recommendation Placement Snapshot

Questions This Section Answers

• How can two dental implant brands with similar recommendation coverage have very different rank-one rates?
• Which brand holds the strongest first-position rate among the tracked dental implant brands?

Coverage alone does not show how prominently a brand is recommended. The top-three and rank-one rates reveal whether a brand appears in the most prominent positions when it is recommended, and this placement can differ meaningfully even between brands with similar coverage.

Affordable Dentures & Implants and Aspen Dental closed October 2026 within 2.7 points of each other on valid recommendation coverage, yet Affordable Dentures & Implants held a first-position rate of 15.3% against Aspen Dental's 3.0%. Similar coverage levels can still hide very different first-position rates.

Buyer-Intent Distribution

Questions This Section Answers

• Which classes of buyer intent are represented in the qualified dental implant observations?
• Why are Pricing & Value and Multi-Brand Comparison classes absent from the current public series?

All qualified observations in each month fell into the Brand Recommendation class of buyer intent.

The current public series measures the Brand Recommendation class only; pricing and multi-brand comparison have no public signal in this data.

Historical Measurement Record

This is an evergreen benchmark URL. New measurements are added to the same report.

The leader has not changed across four measurements, but the leader's own coverage has swung widely month to month.

Evidence and Source Layer

The benchmark is built from prompt-level observations that retain the query, AI/search surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources. Source presence is evidence about the information environment, not proof that the source caused the recommendation.

Scope Boundaries

This public benchmark does not measure:

• Market share or sales attribution
• Attributable sales or revenue outcomes
• Every possible AI response, only the sampled surfaces
• Organic-search ranking or performance
• Social mention volume or engagement
• Private or sponsored channels
• Causality from a metric movement alone

Top 10 Cited Domains

Questions This Section Answers

• Which domains were cited most often across AI platform responses in the dental implant benchmark?
• How concentrated are citations among the top-cited domains, and which brand-owned sites appear?
• Which non-brand source types carry meaningful citation weight in this vertical?

Across all AI platform responses in this measurement period, 8,049 citations were observed across 2,663 unique domains.

Citations are broadly distributed rather than concentrated: the ten most-cited domains together account for roughly one third of citation share, and the single largest domain, google.com, holds 9.1%. Three tracked brands' own domains appear in the top 10, along with nuviasmiles.com at rank 10. Beyond brand-owned sites, the list is dominated by general discovery and video platforms and dental cost and financing resources, indicating that cost-related and community-sourced information carries meaningful citation weight in this vertical.

About This Benchmark

The LLM Authority Index AI Visibility Market Discovery Index is a neutral, category-level benchmark tracking how often tracked brands appear and are recommended across major AI and search surfaces. It is designed to help companies understand their presence in the AI-driven discovery landscape.

• AI Visibility Market Discovery Methodology
• AI Visibility Market Discovery Metric Definitions
• AI Visibility Market Discovery Research Standards
• Modeled AI Visibility Authority Value

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The public industry benchmark shows category-level standings. A company-level Authority Index can go deeper.

The public percentage cannot identify the prompts, competitors, or sources causing the result.

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