Eating Disorder Treatment Centers: AI Market Discovery Index
Tracking how AI platforms recommend eating disorder treatment centers. This public AI Market Discovery Index is updated monthly since July 2026.

On this page
- 01Benchmark Summary
- 02Current Benchmark at a Glance
- 03Research Scope and Qualification
- 04Current Brand Standings
- 05How to Read the Standings
- 06Recommendation Coverage Movement
- 07Largest Increase: ERC Pathlight
- 08Category Leader: ERC Pathlight
- 09Recommendation Placement Snapshot
- 10Buyer-Intent Distribution
- 11Historical Measurement Record
- 12Evidence and Source Layer
Benchmark Summary
ERC Pathlight led the Eating Disorder Treatment Centers benchmark in September 2026 with 23.5% valid recommendation coverage, up significantly from 6.6% in July 2026. The gap to the next-closest brand, The Emily Program at 16.2%, stood at 7.3 points in September 2026.
September 2026 saw significant movement across the category. ERC Pathlight recorded the largest coverage increase, rising from 2.8% in August 2026 to 23.5% in September 2026, a move of 20.7 points. Center for Discovery also rose significantly from 0.0% in August 2026 to 5.9% in September 2026. No tracked brand recorded a significant decline in September 2026.
Within the full July-to-September series, ERC Pathlight, Center for Discovery, and Monte Nido each moved beyond normal variation. Monte Nido rose from 2.2% in July 2026 to 10.3% in September 2026. The benchmark began with 327 prompt-surface observations in September 2026 and produced 68 qualified observations after qualification.
AI recommendation trend
valid recommendation coverage, Jul 2026 to Sep 2026
- ERC Pathlight23.5%
- The Emily Program16.2%
- Alsana10.3%
- Monte Nido10.3%
- Center for Discovery5.9%
- Rogers Behavioral Health5.9%
- The Renfrew Center5.9%
- Walden Behavioral Care1.5%
- Veritas Collaborative0.0%
Current Benchmark at a Glance
Measure | Jul 2026 | Sep 2026 | Movement |
|---|---|---|---|
Qualified benchmark observations | 91 | 68 | Down 23 |
Tracked brands | 9 | 9 | No change |
Qualified surface breadth | 2 | 3 | Up 1 |
Recommendation-shaped answer share | 6.6% | 7.4% | Up 0.8 pts |
Valid recommendation shortlist share | 6.6% | 19.1% | Up 12.5 pts |
Leader by valid recommendation coverage | The Emily Program | ERC Pathlight | Change |
Qualified surface breadth counts the canonical AI surface families with at least one qualified observation. The six canonical families are ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Eating Disorder Treatment Centers
Research Scope and Qualification
The public benchmark is narrower than the raw collection universe by design.
Research stage | Jul 2026 | Sep 2026 | What it represents |
|---|---|---|---|
Source prompt-surface observations | 213 | 327 | Total prompts collected across AI surfaces |
Unique questions | 209 | 254 | Distinct questions asked |
Brand / competitor mentions | 213 | 327 | Prompts mentioning a brand or competitor |
Relevant observations | 138 | 226 | Prompts relevant to the vertical |
Irrelevant observations | 75 | 101 | Prompts not relevant to the vertical |
Qualified benchmark observations | 91 | 68 | Public denominator after qualification |
Brand-level percentages use the qualified observations as the public denominator, not the raw collection. Link: AI Market Discovery Methodology.
Want the full Authority Index
The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.
Current Brand Standings
Brand | Presence rate | Valid recommendation coverage | Top-three rate | Rank-one rate | Net sentiment |
|---|---|---|---|---|---|
ERC Pathlight | 79.4% | 23.5% | 14.7% | 2.9% | 0.3 |
The Emily Program | 52.9% | 16.2% | 5.9% | 1.5% | 0.3 |
Alsana | 14.7% | 10.3% | 2.9% | 0.0% | 0.7 |
Monte Nido | 69.1% | 10.3% | 2.9% | 2.9% | 0.1 |
Center for Discovery | 16.2% | 5.9% | 0.0% | 0.0% | 0.4 |
Rogers Behavioral Health | 13.2% | 5.9% | 0.0% | 0.0% | 0.4 |
The Renfrew Center | 19.1% | 5.9% | 0.0% | 0.0% | 0.3 |
Walden Behavioral Care | 4.4% | 1.5% | 0.0% | 0.0% | 0.3 |
Veritas Collaborative | 0.0% | 0.0% | 0.0% | 0.0% | 0.0 |
How to Read the Standings
- Presence rate: The share of qualified observations in which the brand is mentioned at all.
- Valid recommendation coverage: The share of qualified observations in which the brand receives a valid recommendation.
- Top-three rate: The share of qualified observations in which the brand appears among the top three recommended options.
- Rank-one rate: The share of qualified observations in which the brand is recommended first.
- Net sentiment: Positive minus negative sentiment among mentions, divided by total mentions.
For formulas and denominator rules, see AI Market Discovery Metric Definitions.
Recommendation Coverage Movement
Brand | Jul 2026 | Sep 2026 | Movement since baseline |
|---|---|---|---|
Alsana | 4.4% | 10.3% | Up 5.9 pts |
Center for Discovery | 0.0% | 5.9% | Up 5.9 pts |
ERC Pathlight | 6.6% | 23.5% | Up 16.9 pts |
Monte Nido | 2.2% | 10.3% | Up 8.1 pts |
Rogers Behavioral Health | 2.2% | 5.9% | Up 3.7 pts |
The Emily Program | 7.7% | 16.2% | Up 8.5 pts |
The Renfrew Center | 1.1% | 5.9% | Up 4.8 pts |
Veritas Collaborative | 0.0% | 0.0% | No change |
Walden Behavioral Care | 0.0% | 1.5% | Up 1.5 pts |
August 2026 marked a dip for several brands before the September rise. ERC Pathlight fell from 6.6% in July 2026 to 2.8% in August 2026, then rose to 23.5% in September 2026. The Emily Program declined slightly from 7.7% in July 2026 to 7.0% in August 2026 before reaching 16.2% in September 2026.
Largest Increase: ERC Pathlight
ERC Pathlight's valid recommendation coverage rose from 6.6% in July 2026 to 23.5% in September 2026, an increase of 16.9 points beyond normal month-to-month variation. The brand's top-three rate moved from 4.4% to 14.7%, and its presence rate rose from 65.9% to 79.4%. ERC Pathlight was recommended first in 2.9% of qualified observations in September 2026, down from 4.4% in July 2026.
Category Leader: ERC Pathlight
ERC Pathlight became the category leader in September 2026 at 23.5% valid recommendation coverage, having trailed The Emily Program in July 2026 when both brands sat at lower levels. The Emily Program followed at 16.2%, while Alsana and Monte Nido tied at 10.3%. ERC Pathlight's presence rate was 79.4% in September 2026, the highest among tracked brands, while The Emily Program's presence rate was 52.9%.
Want the full Authority Index
The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.
Recommendation Placement Snapshot
Coverage alone does not show how prominently a brand is recommended. ERC Pathlight led in both coverage and top-three placement in September 2026, but several brands with similar coverage recorded different first-position rates. Alsana and Monte Nido each held 10.3% valid recommendation coverage; Monte Nido was recommended first in 2.9% of observations, while Alsana recorded 0.0%.
Brand | Sep 2026 top-three rate | Sep 2026 rank-one rate | Jul 2026 top-three rate | Jul 2026 rank-one rate |
|---|---|---|---|---|
ERC Pathlight | 14.7% | 2.9% | 4.4% | 4.4% |
The Emily Program | 5.9% | 1.5% | 5.5% | 2.2% |
Alsana | 2.9% | 0.0% | 1.1% | 0.0% |
Monte Nido | 2.9% | 2.9% | 1.1% | 0.0% |
Close coverage can still hide different first-position rates.
Buyer-Intent Distribution
All qualified observations in both months fell into the Brand Recommendation class.
Buyer-intent class | Jul 2026 | Sep 2026 |
|---|---|---|
Brand Recommendation | 91 | 68 |
Pricing & Value | 0 | 0 |
Multi-Brand Comparison | 0 | 0 |
Total qualified observations | 91 | 68 |
The current public series measures brand-recommendation discovery and does not yet contain qualified observations in the Pricing & Value or Multi-Brand Comparison classes.
Historical Measurement Record
This is an evergreen benchmark URL. New measurements are added to the same report.
Measurement | Qualified observations | Coverage leader | Leader coverage | Largest coverage movement |
|---|---|---|---|---|
July 2026 | 91 | The Emily Program | 7.7% | ERC Pathlight, up 16.9 pts to 23.5% (September 2026) |
August 2026 | 71 | Alsana | 7.0% | ERC Pathlight, up 16.9 pts to 23.5% (September 2026) |
September 2026 | 68 | ERC Pathlight | 23.5% | ERC Pathlight, up 20.7 pts from August 2026 |
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. It is not automatically proof that the source caused the recommendation.
Scope Boundaries
This public benchmark does not measure market share, attributable sales, every possible AI response, organic-search ranking, social mention volume, private or sponsored channels, or causality from a metric movement alone.
About This Benchmark
The LLM Authority Index AI Market Discovery Index tracks how AI assistants surface and recommend brands across canonical AI/search surface families including ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. It is a neutral industry benchmark built from real prompt-level observations.
- AI Market Discovery Methodology
- AI Market Discovery Metric Definitions
- AI Market Discovery Research Standards
- Modeled AI Authority Value
Get a Company-Level Authority Index
The public industry benchmark shows category-level standings. A company-level Authority Index can go deeper.
Want the full Authority Index
The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.
Keep reading
Related posts
Industry Reports
Addiction Treatment Centers: AI Market Discovery Index
Read this blog on LLM Authority Index.
ReadIndustry Reports
Mental Health Treatment Centers: AI Market Discovery Index
Read this blog on LLM Authority Index.
ReadIndustry Reports
ED Treatment Pills: AI Market Discovery Index
A directional benchmark of how major AI platforms discover, compare, and reference ED treatment brands across high-intent buyer prompts.
Read