Maximus AI Market Strategy Report - TRT Clinics

Answer Capsule

Maximus holds the strongest rank-one recommendation position in the TRT Clinics category, with a 9.63% rank-one rate and a 20.64% top-three rate in September 2026, the highest first-position rate among the category leaders. The brand appeared in 36.70% of qualified AI answers and converted 60 of those into valid recommendations, giving it a 27.52% valid recommendation coverage rate, third overall behind Hone Health and Defy Medical. Maximus is the steadiest performer in the top tier, moving just 1.2 points in coverage since the July 2026 baseline while its top-three rate improved from 14.30% to 20.64%. The clearest opportunity is converting its strong first-position placement into broader recommendation coverage across more prompt surfaces.

Who This Report Is For

This report is for Maximus leadership, marketing, and growth teams evaluating how the brand is discovered and recommended in AI-generated answers across the TRT Clinics category, and for competitive strategists tracking recommendation-stage visibility in men's health and testosterone therapy.

Report Card

Executive Summary

Maximus is the most efficient recommendation converter in the TRT Clinics category. The brand appeared in 36.70% of qualified AI answers in September 2026 and earned 60 valid recommendations, a 27.52% coverage rate that places it third overall. What separates Maximus from the brands above it is placement quality: its 9.63% rank-one rate is the highest in the category, ahead of Hone Health at 8.26% and Defy Medical at 3.67%.

The brand's stability is notable in a month defined by decline. While Hone Health, Defy Medical, Henry Meds, and Low T Center all recorded two-month downward streaks, Maximus moved just 1.2 points in valid recommendation coverage from 28.70% in July 2026 to 27.50% in September 2026. Its top-three rate improved from 14.30% to 20.64% over the same period, and its raw mention presence rate rose from 31.60% to 36.70%.

Maximus recorded 70 positive mentions, 10 neutral mentions, and zero negative mentions across 218 qualified observations. Its net sentiment score of 0.875 is the second-highest in the category, behind only Defy Medical at 0.9135. The absence of negative framing is consistent across all tracked brands in this benchmark, so the differentiator is the ratio of positive to neutral mentions, where Maximus performs well.

The strongest platform signal for Maximus is Gemini, where the brand holds a 65.00% valid recommendation coverage rate and a 35.00% rank-one rate across 20 observations. Perplexity also shows strong conversion at 50.00% coverage and a 16.67% rank-one rate, though on a smaller base of 6 observations. Copilot delivers a 44.83% coverage rate with a 24.14% rank-one rate across 29 observations.

The clearest platform gap is ChatGPT, where Maximus holds only a 16.67% valid recommendation coverage rate across 12 observations, despite a 16.67% raw mention presence rate. The brand is present in ChatGPT answers but converts that presence into recommendations at roughly one-quarter the rate it achieves on Gemini. This gap represents the most actionable platform-specific opportunity in the dataset.

The category context matters for interpreting Maximus's position. All 218 qualified observations in September 2026 fell into the Brand Recommendation buyer-intent class. The benchmark contains no qualified observations in Pricing and Value or Multi-Brand Comparison clusters, meaning the public data cannot yet show how Maximus performs when buyers explicitly compare clinics or weigh cost considerations.

What Maximus Is Winning

Questions This Section Answers

• Where does Maximus hold the strongest first-position recommendation advantage in the TRT Clinics category?
• How does Maximus perform on Gemini and Perplexity compared with its overall coverage?

Maximus holds the highest rank-one recommendation rate in the TRT Clinics category at 9.63%, meaning it is the first clinic named in AI-generated recommendations more often than any competitor. This is a meaningful position because rank-one placement captures buyer attention before alternatives are considered.

The brand's top-three rate of 20.64% is the second-highest in the category, behind only Hone Health at 33.94%. Combined with its rank-one rate, Maximus appears in a top-three recommendation position in roughly one in five qualified observations and as the first recommendation in roughly one in ten.

Maximus shows its strongest platform-specific performance on Gemini, where it achieves a 65.00% valid recommendation coverage rate and a 35.00% rank-one rate. On Perplexity, the brand converts 50.00% of observations into valid recommendations. These platform-level results suggest that Maximus performs well when AI systems synthesize recommendation lists from structured sources.

The brand recorded zero negative mentions across 218 qualified observations. While this is consistent with the category-wide pattern, it confirms that Maximus is not being framed cautionarily or as a comparison anchor in AI-generated answers.

Maximus's stability across the measurement series is itself a competitive advantage. In a month where three brands recorded significant declines against the July baseline, Maximus held its position and improved its top-three placement rate.

Where Maximus Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does Maximus appear on ChatGPT without being recommended?
• How far does Maximus's valid recommendation coverage trail Hone Health and Defy Medical?
• What buyer-intent clusters are missing from the benchmark, and which points cannot be shown from the public data?

Maximus is visible but under-recommended on ChatGPT. The brand appeared in 16.67% of ChatGPT observations but earned valid recommendations in only 16.67% of those same observations, a 1:1 ratio that contrasts sharply with its Gemini performance where it converts 65.00% of observations into recommendations. The gap suggests that ChatGPT answers mention Maximus in a reference or context capacity rather than as a recommended option.

The brand's overall valid recommendation coverage of 27.52% trails Hone Health at 42.66% and Defy Medical at 40.83% by a substantial margin. While Maximus leads on rank-one placement, it appears in fewer recommendation shortlists overall. This pattern indicates that when Maximus is recommended, it tends to be recommended prominently, but it is absent from many shortlists where competitors appear.

Maximus holds a 36.70% raw mention presence rate but converts only 27.52% of qualified observations into valid recommendations. The 9.18-point gap between presence and recommendation coverage is narrower in relative terms than Hone Health's, since Hone Health holds a 77.06% presence rate against a 42.66% coverage rate. Hone Health converts 55.35% of its mentions into recommendations, while Maximus converts 74.99%. The comparison shows that Maximus is actually more efficient at converting mentions to recommendations than the category leader, but it generates fewer mentions overall.

The brand's AI Overviews performance shows a 20.21% valid recommendation coverage rate across 94 observations, with a 10.64% top-three rate and a 4.26% rank-one rate. This is lower than its Gemini and Copilot performance, suggesting that AI Overviews answers may be drawing from different source patterns or prompt types.

Maximus is absent from the Pricing and Value and Multi-Brand Comparison clusters entirely, as are all tracked brands. The benchmark does not contain qualified observations in these buyer-intent classes, so the public data cannot show whether Maximus would win or lose in direct comparison or cost-focused prompts.

Biggest Opportunity

Questions This Section Answers

• How much would Maximus's overall coverage rise if it converted ChatGPT observations at its Gemini rate?
• What would closing the ChatGPT reference-to-recommendation gap require Maximus to change?

The clearest path from reference to recommendation for Maximus runs through ChatGPT. The brand already appears in ChatGPT answers at a 16.67% rate but converts that presence into valid recommendations at the same rate, meaning it is mentioned but not chosen. Closing this gap would require understanding which prompt types surface Maximus on ChatGPT without recommending it, and what source or framing changes would move the brand from reference to recommendation.

The opportunity is specific and measurable. If Maximus converted ChatGPT observations at the same rate it converts Gemini observations (65.00%), it would add approximately 6 valid recommendations from ChatGPT alone, raising its overall coverage rate by roughly 2.75 points. At Copilot's conversion rate of 44.83%, the gain would be approximately 3.4 additional recommendations. The ChatGPT gap is the largest single-platform opportunity in the dataset.

Competitive Landscape

Questions This Section Answers

• Where does Maximus rank against Hone Health and Defy Medical on top-three rate versus rank-one rate?
• What does Maximus's average recommended rank and sentiment score show relative to the category leaders?

Hone Health and Defy Medical hold the strongest recommendation-stage positions in the TRT Clinics category, with Maximus as the leading challenger. Hone Health leads on top-three rate and overall coverage, while Maximus leads on rank-one placement. The table below shows the full competitive set sorted by top-three rate.

Average recommended rank covers rank-eligible recommendations only.

Maximus ranks second in top-three rate but first in rank-one rate, meaning it appears in fewer shortlists than Hone Health but is more likely to be the first recommendation when it does appear. Its average recommended rank of 2.13 is the best in the category, slightly ahead of Hone Health at 2.21. The brand's sentiment score of 0.875 is second only to Defy Medical.

Prompt Evidence

Gemini / Brand Recommendation Prompt: "best testosterone replacement therapy" Result: Maximus achieved a 65.00% valid recommendation coverage rate on Gemini, with a 35.00% rank-one rate, indicating strong first-position placement when the platform generates recommendation lists.

ChatGPT / Brand Recommendation Prompt: "online doctors that prescribe testosterone" Result: Maximus appeared in 16.67% of ChatGPT observations but converted only 16.67% into valid recommendations, suggesting the brand is referenced without being recommended on this platform.

AI Overviews / Brand Recommendation Prompt: "trt clinic" Result: Maximus held a 20.21% valid recommendation coverage rate across 94 AI Overviews observations, with a 10.64% top-three rate, showing moderate conversion on Google's AI-generated answer surface.

Perplexity / Brand Recommendation Prompt: "best trt online" Result: Maximus achieved a 50.00% valid recommendation coverage rate across 6 Perplexity observations, though the small sample size limits interpretation.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map the specific ChatGPT prompts where Maximus appears without being recommended, and identify which competitors capture the recommendation in those answers.

Phase 2: Recommendation Readiness Plan Prioritize the ChatGPT conversion gap and the AI Overviews coverage gap, with platform-specific targets for moving from reference to recommendation.

Phase 3: Owned Answer Layer Buildout Develop owned content that directly addresses the prompt types where Maximus is mentioned but not chosen, structured for AI retrieval and synthesis.

Phase 4: Citation and Authority Layer Development Strengthen the public evidence layer that AI systems draw from when generating TRT clinic recommendations, focusing on the source types that appear in Gemini and Copilot answers where Maximus already performs well.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Maximus's rank-one rate, top-three rate, and platform-specific conversion rates month over month to measure progress against the ChatGPT and AI Overviews gaps.

Why This Matters

Questions This Section Answers

• What does the gap between Maximus's presence rate and valid recommendation coverage mean for competitive displacement?
• Why is winning the placement battle not the same as winning the coverage battle?

Maximus holds the strongest first-position recommendation rate in the TRT Clinics category, but it appears in fewer recommendation shortlists than Hone Health and Defy Medical. In buyer-choice terms, this means that when Maximus is recommended, it tends to be recommended first, but it is absent from many shortlists where competitors appear. The brand is winning the placement battle but not the coverage battle.

AI presence alone is not enough. Maximus appears in 36.70% of qualified AI answers, but only 27.52% of those answers result in a valid recommendation. The gap between presence and recommendation is where competitive displacement happens. Closing the ChatGPT conversion gap and improving AI Overviews coverage would move Maximus from a strong challenger to a co-leader in recommendation-stage visibility.

Core Metrics

Sentiment Score

Questions This Section Answers

• How is Maximus's sentiment score calculated from its positive, neutral, and negative mentions?
• Why can a high mention count still overstate recommendation strength when neutral references are included?

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

Maximus recorded 70 positive mentions, 10 neutral mentions, and zero negative mentions across 80 total mentions. Its sentiment score is 0.875, calculated as (70 × 1 + 10 × 0 + 0 × -1) / 80.

This matters because unclassified mention counts are misleading. A brand that appears in 80 answers but is framed neutrally in half of them is not in the same position as a brand that appears in 80 answers with consistent positive framing. Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal in their effect on buyer behavior.

Counting all mentions as wins is bad measurement. Maximus's 80 mentions include 10 neutral references where the brand is named but not endorsed. Classified sentiment is required before interpreting AI visibility because it separates genuine recommendation strength from mere presence.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Maximus's AI recommendation visibility in the TRT Clinics category, produced from the LLM Authority Index AI Market Discovery Index for September 2026.
2. The reporting window is September 2026, with comparison data from July 2026 and August 2026 where available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
4. The benchmark began with 800 prompt-surface observations in September 2026, producing 535 unique questions after deduplication and 218 qualified observations after qualification. Unique prompt count is not separately reported in the public version.
5. The competitor universe includes 10 tracked brands: BioTE, Craft Concierge, Defy Medical, Fountain TRT, Henry Meds, Hone Health, Low T Center, Marek Health, Maximus, and Renew Vitality.
6. Three public high-intent clusters were defined: Best TRT Clinics and Top Testosterone Therapy Providers (C01), TRT Clinic Comparisons and Testosterone Therapy Alternatives (C02), and TRT Clinic Pricing, Cost and Affordability (C03). All 218 qualified observations fell into C01.
7. Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and citations where exposed.
8. A mention is defined as any appearance of Maximus in a qualified AI answer, regardless of whether the brand is recommended.
9. A valid recommendation is defined as a clear, actionable recommendation of Maximus as a TRT clinic option, distinct from a neutral reference or comparison anchor.
10. Brand-level percentages use the 218 qualified observations as the public denominator, not the 800 raw prompt-surface observations.
11. The benchmark does not measure market share, attributable sales, organic search ranking, or private channels. A metric movement alone does not establish causality.
12. Small-count movement affects interpretation for brands with fewer than 10 valid recommendations. Maximus holds 60 valid recommendations, providing a stable base for percentage calculations.

See Where AI Is Recommending Your Brand

The public benchmark shows where Maximus stands in AI-generated TRT clinic recommendations. A company-level AI visibility audit maps the specific prompts, platforms, and source patterns that determine whether Maximus is mentioned, recommended, or displaced by a competitor. The audit identifies the ChatGPT conversion gap, the AI Overviews coverage opportunity, and the citation layer that shapes how AI systems describe and recommend Maximus in the TRT Clinics category.