How AI Search Is Recommending Addiction Treatment Centers: Monthly Trends

Executive Summary

Hazelden Betty Ford is the category leader in October 2026, and this month it widened its lead materially. The brand holds 18.5% valid recommendation coverage, up 15.7 points from its 2.8% reading in the first month of the series, July 2026. The gap to the next closest brand, Caron Treatment Centers at 1.8%, now stands at 16.7 points. That separation is a category observation, not a verdict on any one brand: the field behind the leader remains clustered in low single digits.

The strongest upward mover between the prior month (September 2026) and October 2026 was Hazelden Betty Ford, up 11.5 points from 7.0%. Its top-three placement rose to 14.8% of qualified observations, and its rank-one placement rose to 13.0%, both up from July 2026 baselines of 1.4%. On the evidence supplied, this is the only movement the analysis flags as significant.

The sharpest decliner in the current month, American Addiction Centers, moved from 0.8% valid recommendation coverage in September 2026 to 0.0% in October 2026, a 0.8-point decline. Against the July 2026 baseline of 2.8%, the brand is down 2.8 points despite holding the category's highest raw mention presence at 62.0% of qualified observations.

Across the four-month series running July 2026 to October 2026, the category has settled into a shape where one brand converts presence into recommendation credit and most others do not. Hazelden Betty Ford's October result sits below its August 2026 peak of 25.2% but far above its July 2026 baseline, while American Addiction Centers and The Recovery Village, which each showed initial coverage in July 2026, have since returned to zero.

Each monthly run begins with prompt-surface observations across the benchmark's defined AI/search surface universe. In July 2026, that was 435 prompt-surface observations (343 unique questions); in September 2026, 681 (508 unique); in October 2026, 662 (505 unique). Of those, 435 mentioned a tracked brand or competitor in July 2026, versus 658 in October 2026. Relevance breaks down as 187 relevant and 248 irrelevant in July 2026, versus 381 relevant and 277 irrelevant in October 2026. The public metrics use the observations that survive both qualification stages: 72 in July 2026, 99 in August 2026, 128 in September 2026, and 108 in October 2026.

Key Findings

AI Response Inconsistency Alerts

Questions This Section Answers

• Which factual inconsistencies about addiction treatment center owners, insurance acceptance, and pricing did the AI platforms surface this month?
• Where did ChatGPT, Copilot, Gemini, Google AI Mode, and Perplexity directly contradict each other about the same treatment center?

Seven critical or high-severity factual inconsistencies were detected across five AI platforms: ChatGPT, Copilot, Gemini, Google AI Mode, and Perplexity.

BrightView

A high-severity factual inconsistency concerns pay frequency. When asked "Does BrightView landscaping pay weekly?", Google AI Mode stated that BrightView typically pays weekly, usually on Fridays via direct deposit, citing Indeed salary pages and the company site. Perplexity stated that BrightView typically pays on a biweekly or semi-monthly basis rather than strictly weekly, citing ZipRecruiter salary pages. A weekly schedule and a biweekly or semi-monthly schedule are mutually exclusive standard pay cadences for the same employer.

A high-severity pricing inconsistency concerns assisted living monthly cost. When asked "How much does Brightview cost per month?", ChatGPT stated that assisted living often starts around $4,000 to $6,000+ per month, citing Mirador Living and BrightView community pricing pages. Perplexity stated a range of around $6,800 to $8,045 per month, citing Forbes Health, Beagle, and Assisted Living Magazine. The two ranges do not overlap. Flagged sources associated with the higher range included Assisted Living Magazine pages listing BrightView Crofton Riverwalk at $7,710 and BrightView South River at $7,200, and a Beagle page listing a starting figure of $6,890 monthly at Grosvenor.

A high-severity factual inconsistency concerns the largest shareholder. When asked "Who is the owner of BrightView landscaping?", ChatGPT stated that KKR & Co. is currently the largest shareholder with about 23.25% of common stock as of June 30, 2026, citing Investing.com and an SEC filing. Copilot stated that the largest outside investor is One Rock Capital Partners, which made a $500 million strategic investment in 2023, citing a BrightView investor press release and leadership pages. Both cannot simultaneously be the largest.

Acadia Healthcare

A high-severity factual inconsistency concerns the date Sierra Tucson came under Acadia ownership. When asked "Who owns Sierra Tucson?", Perplexity stated that Sierra Tucson has been owned by Acadia Healthcare since 2005, citing PitchBook and news coverage. ChatGPT stated that Acadia acquired Sierra Tucson in 2014 when it bought CRC Health Group. Both ownership timelines cannot be correct.

A high-severity factual inconsistency concerns Q2 2026 revenue growth and guidance direction. When asked "Is acadia healthcare undervalued?", ChatGPT stated that second-quarter 2026 revenue was essentially flat year over year and adjusted net income declined substantially, citing the company's results release and stock statistics pages. Gemini stated that the company recently reported better-than-expected quarterly earnings driven by solid patient admissions and strong demand, prompting management to raise full-year guidance for revenue and adjusted EBITDA, citing Simply Wall St analyses and a Perplexity finance page. A quarter cannot be both flat with declining adjusted net income and better-than-expected with raised guidance.

The Recovery Village

A high-severity eligibility inconsistency concerns Medicaid acceptance. When asked "Does Recovery Village accept insurance?", ChatGPT stated that it accepts Medicaid plans in some states, citing The Recovery Village insurance coverage page. Copilot stated that it does not accept Medicaid, citing The Recovery Village admissions and insurer pages along with a Ridgefield Recovery insurance page. A flagged source on the accepting side referenced Colorado Access Medicaid; a flagged source on the non-accepting side stated that Medicare and Medicaid cannot be taken.

A high-severity factual inconsistency concerns the private equity owner or financial sponsor. When asked "Who owns Recovery Village?", Gemini stated that Advanced Recovery Systems is a portfolio company of Goldman Sachs Asset Management, citing a Recovery Village location page, an Advanced Recovery Systems leadership page, and a BusinessWire release. Copilot stated that ARS is backed by Assured Healthcare Partners, with which it combined or merged in 2026, citing The Recovery Village newsroom, a leadership page, and the Advanced Recovery Systems about page. The same parent company cannot be both a Goldman Sachs portfolio company and backed by or merged with Assured Healthcare Partners as its financial sponsor.

Benchmark Context

Questions This Section Answers

• How does the October 2026 qualified benchmark set differ from the raw prompt-surface observations collected?
• What does the qualified observation count represent for the addiction treatment category this month?

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

The qualified benchmark grew across the series, and the recommendation-shaped and valid-recommendation shares both rose over the same period, as the benchmark-level figures below show.

Benchmark-Level Metrics

October 2026 marks the first month in the series in which the benchmark tracked eleven companies rather than ten. The September 2026 qualified observation count of 128 remains the series high; October's 108 sits below it but well above the July 2026 baseline of 72.

AI Recommendation Trend

Questions This Section Answers

• Which brand leads AI recommendations for addiction treatment centers in October 2026, and how wide is its lead?
• Where did the remaining treatment center brands land in recommendation coverage this month?

Hazelden Betty Ford holds the category lead and widened it in October 2026, while the field behind it remains clustered in low single digits

Hazelden Betty Ford is the only brand whose movement from the July 2026 baseline exceeds normal month-to-month variation. The category-level change came from that single brand's significant rise combined with several smaller movements among the remaining ten brands.

What Changed This Month

Questions This Section Answers

• Which brand's movement in October 2026 was significant enough to shift the category, and what drove the change?
• Why did American Addiction Centers lose its recommendation coverage despite holding the highest raw mention presence?

Hazelden Betty Ford

Hazelden Betty Ford's valid recommendation coverage rose from 7.0% in September 2026 to 18.5% in October 2026, an 11.5-point gain that the analysis flags as significant. Against the July 2026 baseline of 2.8%, the brand is up 15.7 points. The prior-to-current move was the sharper of the two readings and keeps the brand in the category lead.

Placement followed coverage. Top-three placement rose to 14.8% of qualified observations in October 2026 from a July 2026 baseline of 1.4%, and rank-one placement rose to 13.0% from 1.4%. In absolute counts, that is 16 top-three placements and 14 rank-one placements out of 108 qualified observations.

The distinction worth noticing is that presence and recommendation credit moved in opposite directions. Raw mention presence fell to 52.8% in October 2026 from 65.3% in July 2026, even as valid recommendation coverage rose 15.7 points over the same span. The brand appears in fewer answers than it did at baseline but is converted into recommendation credit far more often.

Highest-priority diagnostic: Which prompt types and surfaces convert Hazelden Betty Ford's presence into recommendation credit, and whether the August 2026 peak of 25.2% and the September 2026 trough of 7.0% share any prompt-level pattern with October's 18.5%.

American Addiction Centers

American Addiction Centers holds the category's highest raw mention presence and almost none of its recommendation credit. Valid recommendation coverage fell from 0.8% in September 2026 to 0.0% in October 2026, and stands 2.8 points below the July 2026 baseline of 2.8%.

Top-three placement and rank-one placement both sit at 0.0% in October 2026, down 2.8 points and 1.4 points respectively from July 2026. The brand logged zero valid recommendations in the current month.

The distinction to notice is the widest presence-to-credit gap in the category. Raw mention presence stands at 62.0% of qualified observations in October 2026, the highest of any tracked brand, yet none of those appearances converted to recommendation credit. Against the July 2026 baseline of 56.9%, presence actually rose 5.1 points.

Highest-priority diagnostic: Which answer formats present American Addiction Centers as a factual reference rather than a recommendation, and which surfaces carry the 62.0% presence without converting it.

Caron Treatment Centers

Caron Treatment Centers holds the second position in October 2026 at 1.8% valid recommendation coverage, up 1.8 points from a July 2026 baseline of 0.0%. The brand logged 2 valid recommendations in the current month.

Top-three placement and rank-one placement both sit at 0.0% in October 2026. Raw mention presence is 7.4%, down 0.9 points from 8.3% in July 2026.

The distinction worth noticing is that Caron Treatment Centers converted a much smaller presence base into recommendation credit than American Addiction Centers, which holds the highest raw presence in the category at 62.0% against Caron's 7.4%, yet Caron holds the second-highest coverage in the category.

Highest-priority diagnostic: Which specific prompts produced Caron Treatment Centers' 2 valid recommendations, and whether the brand's August 2026 reading of 6.1% and September 2026 reading of 1.6% share any prompt-level thread with October's 1.8%.

Gateway Foundation and Recovery Centers of America

Gateway Foundation holds 0.9% valid recommendation coverage in October 2026, down 0.5 points from a July 2026 baseline of 1.4%. The brand logged 1 valid recommendation in the current month with 1 top-three placement, an average recommended rank of 2. Raw mention presence is 5.6%, down 2.7 points from 8.3% in July 2026.

Recovery Centers of America holds 0.9% valid recommendation coverage in October 2026, down 1.9 points from a July 2026 baseline of 2.8%. The brand logged 1 valid recommendation in the current month with 1 top-three placement, an average recommended rank of 2. Raw mention presence is 10.2%, down 10.6 points from 20.8% in July 2026.

The distinction to notice for both brands is the small absolute base. Each holds a single valid recommendation, so a one-observation change moves the coverage rate by roughly one percentage point. Recovery Centers of America's prior-to-current move was upward, from 0.0% in September 2026 to 0.9% in October 2026, even as its baseline-to-current move is down.

Highest-priority diagnostic: Which single prompt produced each brand's recommendation in October 2026, and whether that prompt also appeared in their stronger earlier months.

The Recovery Village

The Recovery Village holds 0.0% valid recommendation coverage in October 2026, down 4.2 points from the July 2026 baseline of 4.2%. The brand logged zero valid recommendations in the current month, and both top-three and rank-one placement sit at 0.0%.

Raw mention presence stands at 22.2% of qualified observations in October 2026, down 5.6 points from 27.8% in July 2026. The brand remains visible in roughly one in five qualified observations while receiving no recommendation credit.

The category gap between Hazelden Betty Ford and The Recovery Village widened by 19.9 points from July 2026 to October 2026, moving from -1.4 points to 18.5 points. The data describes a widening difference in recommendation-credit conversion between the two brands; it does not establish why that gap has widened.

Highest-priority diagnostic: Which prompts keep The Recovery Village visible without recommending it, and whether those prompts overlap with the ones that produced the brand's July 2026 coverage.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent clusters did October 2026 qualified observations fall into?
• Why can't the current benchmark answer pricing, value, or head-to-head comparison questions for addiction treatment centers?

The October 2026 qualified observations fell entirely into the Brand Recommendation class. Recommendation-shaped answers rose to 24.1% of qualified observations from 8.3% in July 2026, and valid recommendation shortlists rose to 18.5% from 5.6%. The Pricing and Value class and the Multi-Brand Comparison class both held no qualified observations in the current month, so the public benchmark cannot yet answer commercial questions about price competitiveness, value positioning, or direct head-to-head comparison outcomes.

Brand Opportunity Summary

Questions This Section Answers

• Which treatment center brands have the largest gap between their AI presence and actual recommendation credit?
• What diagnostic question does each brand in the benchmark need to investigate next?

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the LLM Authority Index AI Visibility Market Discovery research program.

• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• Small-count movement: most brands hold between 0 and 20 valid recommendations; percentage movements on these bases can shift sharply between months and should be read alongside the absolute counts.
• Qualified denominator: all brand-level percentages use the 108 qualified observations in October 2026, not the 662 raw prompt-surface observations.
• Directional analysis: movement between months identifies changes worth investigating; it does not by itself establish what caused those changes.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

The aggregate percentages in this report sit on top of individual decisions: which high-intent prompts each brand wins, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each treatment center, and which external sources shape those answers. For the category leader, the question is which prompt types and surfaces convert presence into recommendation credit and whether that pattern holds. For brands with high presence and no coverage, the question is which answer formats present them as references rather than recommendations.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy.

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