Hone Health AI Market Strategy Report - TRT Clinics

Answer Capsule

Hone Health remains the most visible and most recommended TRT clinic brand in the September 2026 LLM Authority Index AI Market Discovery benchmark, holding the category lead at 42.7% valid recommendation coverage and a 77.1% raw mention presence rate. The company is present in more AI answers than any tracked competitor and is recommended in nearly half of them. However, this is the brand's second consecutive month of decline, and its coverage has fallen 10.4 points since the July 2026 baseline. The clearest win is its dominant top-three placement rate at 33.9%. The clearest weakness is that its presence is rising while its recommendation conversion is falling. The clearest opportunity is to convert its unmatched visibility into a higher share of valid recommendations.

Who This Report Is For

This report is for Hone Health's marketing, growth, and executive teams, and for category analysts tracking how AI-led discovery is reshaping the TRT clinic market.

Report Card

Executive Summary

Hone Health holds the strongest overall position in the TRT clinic category across AI-generated recommendations. The benchmark shows the brand appearing in 77.1% of qualified observations and receiving a valid recommendation in 42.7% of them, both category-leading figures. Its net sentiment score of 0.6726 reflects consistently positive framing across mentions.

The company's recommendation power is broad. It holds a 33.9% top-three rate and an 8.3% rank-one rate, meaning it is not only recommended frequently but placed prominently when it appears. Its average recommended rank of 2.21 is the second-best among tracked brands.

The strongest cluster is Best TRT Clinics and Top Testosterone Therapy Providers, which is the only cluster with qualified observations in the September 2026 dataset. All 218 qualified observations fell into this consideration-stage cluster. The Pricing and Value and Multi-Brand Comparison clusters produced zero qualified observations, so the benchmark cannot yet measure how Hone Health performs on cost or head-to-head comparison prompts.

The strongest platform signal for Hone Health is on ChatGPT, where it holds a 58.3% top-three rate and a 25.0% rank-one rate across 12 observations. It also performs well on Perplexity, with a 66.7% top-three rate. Its weakest platform is Gemini, where it has a 20.0% top-three rate and zero rank-one placements across 20 observations.

The clearest gap is the divergence between presence and recommendation. Hone Health's raw mention presence rate rose from 71.3% in July 2026 to 77.1% in September 2026, a 5.8-point increase. Over the same period, its valid recommendation coverage fell from 53.1% to 42.7%, a 10.4-point decline. The brand is being mentioned more often but recommended proportionally less.

This pattern suggests that AI systems are increasingly referencing Hone Health as context, comparison anchor, or background information without converting that reference into a clear recommendation. The benchmark data does not explain why this shift is occurring, but the divergence is the single most important signal in the September 2026 dataset for this brand.

What Hone Health Is Winning

Questions This Section Answers

• Where does Hone Health lead the TRT clinic category in AI recommendations?
• Which platforms show the strongest recommendation placement for Hone Health?

Hone Health holds the highest raw mention presence rate in the category at 77.1%, meaning it appears in more AI-generated answers than any other tracked TRT clinic brand. This is a significant structural advantage because presence is a prerequisite for recommendation.

The brand also holds the highest valid recommendation coverage at 42.7%, the highest top-three rate at 33.9%, and the second-highest rank-one rate at 8.3%. Its average recommended rank of 2.21 is second only to Maximus at 2.13.

On ChatGPT, Hone Health achieved a 58.3% top-three rate and a 25.0% rank-one rate across 12 observations, with a net sentiment score of 1.00. On Perplexity, it holds a 66.7% top-three rate across 6 observations. These platform-level results show that Hone Health can dominate recommendation placement when the conditions are right.

The brand recorded zero negative mentions across all 218 qualified observations. Its 113 positive mentions and 55 neutral mentions produced a net sentiment score of 0.6726, indicating that when AI systems discuss Hone Health, the framing is consistently favorable or factual.

Where Hone Health Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why is Hone Health mentioned more often but recommended less in TRT clinic answers?
• Where is Hone Health losing first-position recommendations to competitors?

The most significant gap is the conversion of presence into recommendation. Hone Health appears in 77.1% of qualified observations but receives a valid recommendation in only 42.7%. This means that in roughly 34 percentage points of observations where the brand is mentioned, it is not being recommended. The brand is visible but under-recommended relative to its own presence rate.

This gap has widened over the measurement series. In July 2026, Hone Health had a 71.3% presence rate and a 53.1% recommendation coverage rate, a gap of approximately 18 points. By September 2026, the presence rate had risen to 77.1% while coverage fell to 42.7%, widening the gap to approximately 34 points. The brand is losing recommendation conversion even as its visibility grows.

On Gemini, Hone Health holds only a 20.0% top-three rate and zero rank-one placements across 20 observations. This is the brand's weakest platform by recommendation placement. Defy Medical holds a 25.0% top-three rate on Gemini, and Maximus holds a 65.0% top-three rate with a 35.0% rank-one rate on the same platform. Hone Health is being displaced on Gemini by competitors with stronger recommendation signals.

The benchmark also shows that Hone Health's rank-one rate has declined from 10.1% in July 2026 to 8.3% in September 2026. While the brand still holds the second-highest rank-one rate in the category, the decline suggests that competitors are capturing first-position recommendations in prompts where Hone Health previously led.

Biggest Opportunity

Questions This Section Answers

• What is the biggest opportunity for Hone Health to improve its AI recommendation performance?
• Where is the presence-to-recommendation gap most concentrated for TRT clinic prompts?

The single biggest opportunity for Hone Health is to close the gap between raw mention presence and valid recommendation coverage. The brand already appears in more AI answers than any competitor. The challenge is ensuring that when it appears, it is recommended rather than merely referenced.

This opportunity is concentrated in the consideration-stage cluster where buyers are asking which TRT clinic is best or which provider to choose. Hone Health's 77.1% presence rate in this cluster shows that AI systems know the brand. Its 42.7% recommendation coverage shows that AI systems do not always choose it. The path forward is to strengthen the public evidence layer, citation architecture, and owned answer content that AI systems use to form recommendations, so that Hone Health's presence converts into recommendation at a higher rate.

Competitive Landscape

Questions This Section Answers

• How does Hone Health compare to other TRT clinics on top-three and rank-one recommendation rates?
• Which competitor is challenging Hone Health on first-position recommendations?

Hone Health holds the strongest recommendation-stage position in the TRT clinic category, but Defy Medical is a close second and Maximus is gaining ground on placement quality. The table below shows how each tracked brand performed on recommendation metrics in September 2026.

Average recommended rank covers rank-eligible recommendations only.

Hone Health leads the table on top-three rate and ranks second on rank-one rate. Maximus holds a higher rank-one rate at 9.63% and a better average recommended rank at 2.13, while Defy Medical holds the highest net sentiment score at 0.9135. The table shows that Hone Health's lead is real but not unchallenged, particularly on first-position recommendations where Maximus has moved ahead.

Prompt Evidence

ChatGPT / Best TRT Clinics and Top Testosterone Therapy Providers Prompt: "best testosterone replacement therapy" Result: Hone Health received a valid recommendation with a top-three placement, contributing to its 58.3% top-three rate on ChatGPT.

Gemini / Best TRT Clinics and Top Testosterone Therapy Providers Prompt: "trt clinic" Result: Hone Health appeared in the answer but received no rank-one placement, consistent with its 0.0% rank-one rate on Gemini across 20 observations.

Perplexity / Best TRT Clinics and Top Testosterone Therapy Providers Prompt: "online doctors that prescribe testosterone" Result: Hone Health received a valid recommendation with a top-three placement, contributing to its 66.7% top-three rate on Perplexity.

AI Overviews / Best TRT Clinics and Top Testosterone Therapy Providers Prompt: "best place to buy peptides online" Result: Hone Health appeared in the answer with a positive mention, contributing to its 58.5% positive visibility rate on AI Overviews.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map every prompt where Hone Health appears without a valid recommendation, identify which competitors capture the recommendation instead, and isolate the specific clusters and platforms where conversion is weakest.

Phase 2: Recommendation Readiness Plan Prioritize the prompts and platforms where Hone Health has high presence but low recommendation coverage, starting with Gemini and the consideration-stage cluster where the gap is widest.

Phase 3: Owned Answer Layer Buildout Strengthen the owned content that AI systems retrieve and synthesize, ensuring that Hone Health's service differentiators, clinical credentials, and patient outcomes are clearly stated in extractable formats.

Phase 4: Citation and Authority Layer Development Build the public evidence layer that AI systems use to form recommendations, including third-party citations, clinical references, and comparison-ready source pages that support Hone Health's position.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track recommendation coverage, top-three rate, rank-one rate, and sentiment across all six platforms monthly to measure whether the conversion gap is closing.

Why This Matters

AI-generated recommendations are becoming the first stage of buyer discovery for TRT clinic services. When a potential patient asks an AI system which clinic to choose, the answer shapes the shortlist before any website visit occurs. Hone Health's 77.1% presence rate means the brand is almost always in the conversation. But its 42.7% recommendation coverage means it is not always the answer.

The difference between being mentioned and being recommended is the difference between being on the shortlist and being the choice. Hone Health's September 2026 results show that presence alone is not enough. The brand needs to convert its unmatched visibility into recommendation-stage strength by correcting the prompt, page, and citation layers that AI systems use to form their answers.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why does a high mention count not always translate into strong AI recommendation performance?
• How do neutral mentions affect Hone Health's recommendation coverage?

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

For Hone Health in September 2026: (113 x 1 + 55 x 0 + 0 x -1) / 168 = 0.6726

This score matters because unclassified mention counts are misleading. A brand that appears frequently but is described neutrally or as a comparison anchor is not receiving the same benefit as a brand that is actively recommended. 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 value.

Counting all mentions as wins is bad measurement. Hone Health's 168 mentions include 55 neutral references where the brand is discussed but not recommended. These neutral mentions contribute to presence rate but not to recommendation coverage. Classified sentiment is required before interpreting AI visibility because it separates the signal of active recommendation from the noise of passive reference.

Sentiment by Platform

Questions This Section Answers

• On which platforms does Hone Health have the strongest recommendation sentiment?
• Where does Hone Health appear as context rather than a recommendation?

Methodology

1. This report is a benchmark-based analysis of Hone Health's position in the TRT clinic category across AI-generated recommendations. It is not a client implementation case study.
2. The reporting month is September 2026, with comparisons to the July 2026 baseline and August 2026 where available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
4. The September 2026 benchmark analyzed 218 qualified observations from an initial collection of 800 prompt-surface observations.
5. The competitor universe includes 10 tracked brands: Hone Health, Defy Medical, Maximus, Marek Health, Henry Meds, Fountain TRT, Renew Vitality, BioTE, Low T Center, and Craft Concierge.
6. Three public high-intent clusters were defined: Best TRT Clinics and Top Testosterone Therapy Providers (consideration stage), TRT Clinic Comparisons and Testosterone Therapy Alternatives (evaluation stage), and TRT Clinic Pricing, Cost and Affordability (decision stage). Only the first cluster produced qualified observations in September 2026.
7. A mention is defined as any appearance of a brand in a qualified AI response, regardless of whether the brand is recommended.
8. A valid recommendation is defined as a clear, actionable recommendation of a brand within an AI response. Neutral references, comparison anchors, and listed-only mentions are not counted as valid recommendations.
9. The public benchmark uses the 218 qualified observations as the denominator for all brand-level percentages, not the 800 raw prompt-surface observations.
10. The unique question count for September 2026 was 535. The benchmark does not publish a unique prompt count for individual brands.
11. Ranking interpretation: top-three rate measures how often a brand appears among the first three recommendations. Rank-one rate measures how often a brand is the first recommendation. Average recommended rank covers rank-eligible recommendations only.
12. Limitations: The benchmark does not measure market share, attributable sales, organic search ranking, or private channels. A metric movement alone does not establish causality. The Pricing and Value and Multi-Brand Comparison clusters produced zero qualified observations, so the benchmark cannot yet measure how Hone Health performs on cost or head-to-head comparison prompts.

See Where AI Is Recommending Your Brand

The LLM Authority Index shows where Hone Health stands in AI-generated recommendations across the TRT clinic category. A company-level AI visibility audit can show why. The audit maps the specific prompts where Hone Health is mentioned but not recommended, identifies which competitors capture those recommendations, and isolates the evidence gaps that need attention.