CiteWorks Studio

The LASIK Vision Institute AI Market Strategy Report - LASIK Eye Surgery

Mark HuntleyBy Mark HuntleyFounder and CEO
10 minutes read

Key Takeaways

  • The LASIK Vision Institute ranked second in LASIK eye surgery recommendation coverage at 16.1% in September 2026, still well ahead of the third-place brand.
  • The brand posted the largest decline in the benchmark, with valid recommendation coverage down 6.5 points and raw mention presence down 12.0 points since July 2026.
  • Its 12.2% top-three rate shows it remains in consideration, but a 3.9% rank-one rate leaves a sizable gap versus LasikPlus at 9.4%.
  • Google AI Mode was the strongest platform for recommendations, while ChatGPT showed a clear weakness with no valid recommendations across 14 observations.

Answer Capsule

The LASIK Vision Institute holds the second-strongest recommendation position in the LASIK Eye Surgery category, with valid recommendation coverage of 16.1% in September 2026. The brand recorded the largest absolute coverage decline in the benchmark, falling 6.5 points from 22.6% in July 2026, while its raw mention presence dropped 12.0 points to 44.9%. The clearest win is a top-three rate of 12.2% that keeps the brand ahead of every competitor except LasikPlus. The clearest weakness is a widening gap to the category leader, who now leads by 5.5 points after the two brands were nearly tied in July 2026. The clearest opportunity is converting the brand's still-substantial presence into stronger first-position recommendations, where its 3.9% rank-one rate trails LasikPlus by 5.5 points.

Who This Report Is For

This report is for marketing, brand, and digital strategy leaders at The LASIK Vision Institute who need to understand where the brand stands in AI-generated recommendations and what is driving its recent loss of ground.

Report Card

Field

Value

Report type

AI Company Market Strategy Report

Target company

The LASIK Vision Institute

Category / market studied

LASIK Eye Surgery

Reporting month

September 2026

AI platforms tracked

6 (ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, AI Mode)

Public high-intent clusters

1

AI observations analyzed

254

Competitors tracked

9

Executive Summary

The LASIK Vision Institute enters October 2026 as the clear second brand in AI-generated LASIK recommendations in the LASIK Eye Surgery category, but the September benchmark shows a category leader pulling away. The brand's valid recommendation coverage of 16.1% in September 2026 is down 6.5 points from 22.6% in July 2026, the largest absolute decline in the tracked field. The benchmark does not classify this move as significant given the brand's volatility range, but the direction is consistent across every major metric.

The brand recorded 114 raw mentions in September 2026, a presence rate of 44.9%, down from 56.9% in July 2026. Of those mentions, 46 were positive, 67 were neutral, and 1 was negative. The brand converted its presence into 41 valid recommendations, down from 56 in July 2026. Its top-three rate fell from 15.3% to 12.2%, and its rank-one rate fell from 5.7% to 3.9%.

The strongest cluster for The LASIK Vision Institute is the Brand Recommendation class, which accounts for all 254 qualified observations in the September 2026 benchmark. The weakest area is first-position placement, where the brand holds only 10 rank-one recommendations compared with LasikPlus's 24. The strongest platform signal is Google AI Mode, where The LASIK Vision Institute holds 28.6% valid recommendation coverage and a 6.5% rank-one rate. The clearest platform gap is ChatGPT, where the brand recorded no valid recommendations across 14 observations.

The September data does not establish whether the brand's losses flowed to LasikPlus, to mid-tier brands, or out of the recommendation set entirely. That question requires prompt-level analysis beyond the public benchmark.

What The LASIK Vision Institute Is Winning

Questions This Section Answers

  • What keeps The LASIK Vision Institute in the consideration set despite losing ground?
  • How does the brand's sentiment compare with the other top LASIK providers?

The LASIK Vision Institute remains the only brand other than LasikPlus with valid recommendation coverage above 10%. Its 16.1% coverage in September 2026 is more than double the third-place brand, TLC Laser Eye Centers, at 7.9%.

The brand's top-three rate of 12.2% keeps it firmly in the consideration set when AI systems name multiple providers. Its average recommended rank of 2.29 means that when the brand is recommended, it tends to appear near the top of the list rather than buried in a longer set of options.

The brand's net sentiment score of 0.39 is the strongest among the top three brands by coverage, ahead of LasikPlus at 0.34 and TLC Laser Eye Centers at 0.37. The brand also recorded only 1 negative mention across 114 total mentions, indicating that AI systems rarely frame the brand in cautionary terms.

Where The LASIK Vision Institute Has the Clearest AI Visibility Gaps

Questions This Section Answers

  • Where is The LASIK Vision Institute losing first-position recommendations to LasikPlus?
  • Which platform shows the clearest gap in the brand's recommendation coverage?

The most visible gap is first-position recommendation strength. The LASIK Vision Institute holds a rank-one rate of 3.9% in September 2026, down from 5.7% in July 2026. LasikPlus holds a rank-one rate of 9.4%, more than double the brand's rate. When an AI system names a single default LASIK provider, it is naming LasikPlus more than twice as often.

The brand's presence decline outpaced its coverage decline. Raw mention presence fell 12.0 points from 56.9% to 44.9%, while valid recommendation coverage fell 6.5 points. This means The LASIK Vision Institute is disappearing from AI answers at a faster rate than it is losing recommendation credit within those answers. The brand is being mentioned less often across the board, and the benchmark cannot determine whether those lost mentions were recommendation opportunities or neutral references.

ChatGPT represents a notable platform gap. Across 14 ChatGPT observations in September 2026, The LASIK Vision Institute appeared only once and received no valid recommendations. By contrast, LasikPlus appeared in 6 of those observations and converted 1 into a valid recommendation. The brand's recommendation strength is concentrated in Google AI Mode and Google AI Overviews, leaving it exposed on other surfaces.

Biggest Opportunity

Questions This Section Answers

  • What is the clearest opportunity for The LASIK Vision Institute to close the gap with LasikPlus?
  • Why is the brand's presence rate not translating into rank-one recommendations?

The clearest opportunity for The LASIK Vision Institute is converting its remaining presence into first-position recommendations. The brand still appears in 44.9% of qualified AI answers, a substantial share of the conversation, but it converts only 3.9% of all observations into rank-one recommendations. LasikPlus converts 9.4% of observations into rank-one recommendations while appearing in 72.4% of answers.

The gap between presence and rank-one conversion suggests the brand is being named as an option but not as the default choice. Closing that gap requires understanding which prompts produce a LasikPlus-first answer and what evidence layer supports that ordering. The public benchmark shows the pattern but cannot explain why it exists.

Competitive Landscape

LasikPlus holds the strongest recommendation position in the LASIK Eye Surgery category, leading on valid recommendation coverage, top-three rate, and rank-one rate. The LASIK Vision Institute holds second place but is losing ground, while TLC Laser Eye Centers and NVISION Eye Centers hold the next tier of recommendation strength.

Brand

Top-3 rate

Rank-1 rate

Avg recommended rank

Sentiment

LasikPlus

17.32%

9.45%

1.74

0.3424

The LASIK Vision Institute

12.20%

3.94%

2.29

0.3947

TLC Laser Eye Centers

5.91%

0.79%

2.35

0.3731

NVISION Eye Centers

3.15%

1.18%

1.88

0.2727

Barnet Dulaney Perkins

2.36%

0.39%

2.50

0.4211

Mann Eye Institute

1.57%

0.00%

3.38

0.75

Kraff Eye Institute

1.18%

0.39%

2.33

0.5

Diamond Vision

0.79%

0.00%

4.00

0.25

LASIK MD

0.39%

0.00%

3.00

0.1

ClearSight LASIK

0.00%

0.00%

0.0

Average recommended rank covers rank-eligible recommendations only.

The table shows The LASIK Vision Institute holding a clear second position on top-three rate, but the gap to LasikPlus on rank-one recommendations is substantial. The brand's sentiment score is the strongest among the top three brands, yet that positive framing is not translating into first-position placement.

Prompt Evidence

Questions This Section Answers

  • How do the brand's results differ across specific AI platforms and prompts?
  • Which prompt or platform shows The LASIK Vision Institute winning the top position?

Google AI Mode / Brand Recommendation Prompt: "Who are the best LASIK providers?" Result: The LASIK Vision Institute appeared in 40 of 77 Google AI Mode observations and converted 22 into valid recommendations, including 5 rank-one placements.

ChatGPT / Brand Recommendation Prompt: "What is the best LASIK eye surgery center?" Result: The LASIK Vision Institute appeared in only 1 of 14 ChatGPT observations and received no valid recommendation, while LasikPlus appeared in 6 observations.

Perplexity / Brand Recommendation Prompt: "Recommend a LASIK provider near me" Result: The LASIK Vision Institute converted its single Perplexity appearance into a rank-one recommendation, showing the brand can win the top position when it is included in the answer set.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map the specific prompts and surfaces where The LASIK Vision Institute lost recommendation credit between July and September 2026, identifying which competitors gained the displaced positions.

Phase 2: Recommendation Readiness Plan Prioritize the prompt clusters where the brand appears but is not recommended first, focusing on the gap between its 44.9% presence rate and 3.9% rank-one rate.

Phase 3: Owned Answer Layer Buildout Strengthen owned content that supports first-position recommendation claims, particularly around provider quality, technology, and patient outcomes where AI systems appear to favor LasikPlus.

Phase 4: Citation / Authority Layer Development Build the public evidence layer that AI systems can retrieve and synthesize when forming LASIK recommendations, with emphasis on the surfaces where the brand currently underperforms.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track whether the brand's presence decline stabilizes and whether targeted interventions move the rank-one rate closer to its top-three rate.

Why This Matters

Questions This Section Answers

  • What does the rank-one recommendation gap mean for buyer decisions in LASIK surgery?
  • Why is targeted correction of prompt and citation layers more important than broader visibility?

AI-generated recommendations are becoming the default starting point for buyers researching LASIK surgery. When a prospective patient asks an AI system which provider to consider, The LASIK Vision Institute is named in fewer than half of all answers and recommended first in fewer than 4 of every 100. Presence alone is not enough when the category leader is converting its larger presence into first-position recommendations at more than double the rate.

The next move is not broader visibility. It is targeted correction of the prompt, page, and citation layers that determine whether The LASIK Vision Institute is named as an option or positioned as the default choice.

Core Metrics

Metric

Value

Mentions

114

Valid recommendations

41

Top 3 recommendation count

31

Rank #1 recommendation count

10

Average recommended rank

2.29

Positive mentions

46

Neutral mentions

67

Negative mentions

1

Raw mention presence rate

44.88%

Valid recommendation coverage

16.14%

Top 3 recommendation rate

12.20%

Rank #1 recommendation rate

3.94%

Net sentiment score

0.3947

Strongest cluster by recommendation behavior

Brand Recommendation

Strongest platform by recommendation behavior

Google AI Mode

Sentiment Score

Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

For The LASIK Vision Institute, the calculation is (46 × 1 + 67 × 0 + 1 × -1) / 114, producing a net sentiment score of 0.39.

This score matters because unclassified mention counts are misleading. A brand with high raw presence could be dominated by neutral references that never translate into recommendations. Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, neutral reference, cautionary mention, and competitor-displaced mention are not equal. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, because it separates brands that are recommended from brands that are merely named.

Sentiment by Platform

Platform

Mentions

Positive

Neutral

Negative

Sentiment Score

Readout

Google AI Mode

40

24

16

0

0.60

Strongest public recommendation signal

Google AI Overviews

65

18

46

1

0.26

Present as context, not recommendation

Copilot

5

3

2

0

0.60

Positive, but sample too small

ChatGPT

1

0

1

0

0.00

Present, but not recommendation-led

Gemini

2

0

2

0

0.00

Present as context, not recommendation

Perplexity

1

1

0

0

1.00

Positive, but sample too small

Methodology

  1. This report is a benchmark-based analysis of The LASIK Vision Institute's AI recommendation visibility in the LASIK Eye Surgery category, produced from the LLM Authority Index AI Market Discovery Index and CiteWorks Studio interpretation of that public data.
  2. The reporting window is September 2026, with July 2026 as the baseline month for movement analysis.
  3. The benchmark tracks six canonical AI/search surface families: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
  4. The September 2026 benchmark is built from 587 source prompt-surface observations, which produced 452 unique questions and 254 qualified benchmark observations after relevance and qualification filtering.
  5. The competitor universe includes 10 tracked brands: Barnet Dulaney Perkins, ClearSight LASIK, Diamond Vision, Kraff Eye Institute, LASIK MD, LasikPlus, Mann Eye Institute, NVISION Eye Centers, The LASIK Vision Institute, and TLC Laser Eye Centers.
  6. All 254 qualified observations in September 2026 fell into the Brand Recommendation buyer-intent class. No qualified observations existed in the Pricing & Value or Multi-Brand Comparison classes.
  7. Stage 0 extraction captured prompt-level observations including the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and citations where exposed.
  8. A mention is defined as any qualified observation where the brand appears in any form, whether recommended, mentioned, or compared.
  9. A valid recommendation is defined as a qualified observation where the brand receives positive recommendation credit with a rank position.
  10. Brand-level percentages use the 254 qualified observations as the public denominator, not the 587 raw prompt-surface observations.
  11. Several brands in the tracked field have very small counts. Single-digit percentage movements for The LASIK Vision Institute's competitors can represent only one or two observations, and small-count caution applies to those interpretations.
  12. Movement between months identifies changes worth investigating. It does not by itself establish the cause of those changes. The public benchmark does not measure market share, sales attribution, organic search ranking performance, or causality from metric movement alone.

Get Your AI Visibility Audit

The public benchmark shows where The LASIK Vision Institute is winning and losing in AI-generated recommendations. A company-level audit goes deeper, mapping the specific prompts, surfaces, competitors, and evidence sources that determine whether the brand is named as an option or positioned as the default choice.

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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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