How AI Search Is Recommending Alcohol Rehab Centers: Monthly Trends

Executive Summary

Hazelden Betty Ford remains the category's coverage leader at 12.1% valid recommendation coverage in October 2026, a 4.5-point gain from 7.6% at the July 2026 baseline. The gap to the next brands is now substantial: The Recovery Village and American Addiction Centers sit at 3.5% each, 8.6 points behind the leader.

That leadership position is stable rather than contested this month. October 2026 was a quiet month by the benchmark's measure: no tracked brand's change exceeded its normal range of month-over-month variation, and all ten tracked brands are classified as stable. The category-level pattern instead comes from the combination of smaller movements across the series.

The largest series gain belongs to the leader itself: Hazelden Betty Ford is up 4.5 points from July 2026 to October 2026, with a two-month upward streak. The Recovery Village posted the sharpest current-month rise, moving from 0.0% in September 2026 to 3.5% in October 2026, a gain of 3.5 points on 2 valid recommendations. Ria Health recorded the largest series decline in valid recommendation coverage, down 1.5 points to 0.0% from 1.5% in July 2026. Recovery Centers of America posted a smaller coverage decline of 1.3 points, to 1.7% from 3.0% in July 2026, but the largest raw mention presence decline in the category, down 15.7 points.

From the July 2026 baseline to October 2026, Hazelden Betty Ford's lead over Recovery Centers of America widened from 4.6 points to 10.4 points, a gap that has widened every month in the series. The lead over Ria Health widened from 6.1 points to 12.1 points.

Each monthly benchmark run begins with 800 prompt-surface observations across the benchmark's defined AI/search surface universe. In July 2026, the run comprised 602 unique questions: all 800 mentioned a tracked brand or competitor, 159 were relevant and 641 were irrelevant, leaving 66 qualified observations. In October 2026, the run comprised 668 unique questions: 799 mentioned a tracked brand or competitor, 176 were relevant and 623 were irrelevant, leaving 58 qualified observations. The public metrics below use the observations that survive both qualification stages.

Key Findings

AI Response Inconsistency Alerts

One critical or high-severity factual inconsistency was detected this month, across two AI platforms.

Monument

A high-severity pricing conflict was identified between two AI platforms regarding the Monument Grills Mesa 415BZ. When asked "What is the best propane grill to buy?", Google AI Overviews stated the grill costs around $579, while Google AI Mode stated a range of $449 to $499, citing The New York Times Wirecutter, America's Test Kitchen, and Taste of Home. The two ranges do not overlap. Google AI Overviews drew on Serious Eats, The Home Depot, and Smoked BBQ Source in its response.

This conflict concerns a consumer product brand unrelated to the alcohol rehab centers vertical tracked in this report, and it is noted here because it surfaced within the same monthly collection window. It illustrates how the same platform family can return materially different factual claims depending on the surface.

Benchmark Context

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 observation count is a small fraction of the raw collection universe in both months, and the two figures should not be treated as interchangeable when reading percentages elsewhere in this report. The qualified base contracted across the series: August 2026 recorded 84 qualified observations and September 2026 recorded 80, before October's 58. That contraction raises the weight of each individual observation in the current percentages.

Benchmark-Level Metrics

Recommendation-shaped answers grew as a share of a smaller qualified base. August 2026 recorded a recommendation-shaped answer share of 8.3%, and September 2026 rose to 18.8% on 80 qualified observations; October's 15.5% sits between those two months. The valid recommendation shortlist share moved from 9.1% in July 2026 to 13.8% in October 2026.

AI Recommendation Trend

Questions This Section Answers

• Which brands gained or lost recommendation coverage from July to October 2026?
• Did any brand's movement exceed its normal month-to-month variation?
• How did the middle of the category reshuffle while the leader held first place?

October 2026 was a quiet month, but the series shows the leader's advantage widening while the middle of the category reshuffles.

No brand's movement across the series exceeded the normal range of variation for its observation count, and the benchmark classifies all ten brands as stable in October 2026. The category-level change came from the combination of several smaller movements: American Addiction Centers and The Recovery Village each moved into a shared second position, Recovery Centers of America slid out of it, and Ria Health and Monument settled at zero.

What Changed This Month

Hazelden Betty Ford

Hazelden Betty Ford's valid recommendation coverage rose from 7.6% in July 2026 to 12.1% in October 2026, a gain of 4.5 points. The sharper current-month reading is the prior-month comparison: coverage moved from 10.0% in September 2026 to 12.1% in October 2026, a gain of 2.1 points, extending a two-month upward streak.

The brand's top-three recommendation rate moved in step, from 6.1% at the July 2026 baseline to 12.1% in October 2026, and its rank-one rate rose from 6.1% to 8.6% over the same period. Raw mention presence moved from 63.6% to 60.3%, a decline of 3.3 points, against 7 valid recommendations in October 2026.

The distinction to notice: Hazelden Betty Ford's recommendation credit and its raw presence moved in opposite directions across the series. Fewer overall mentions coincided with more top-three placements, and the benchmark cannot establish why from aggregate data alone.

Highest-priority diagnostic: Which prompt types now place Hazelden Betty Ford in the top three, and which evidence sources are cited for those placements?

The Recovery Village

The Recovery Village posted the sharpest current-month gain in the category, with valid recommendation coverage moving from 0.0% in September 2026 to 3.5% in October 2026, a rise of 3.5 points and the largest single-month move recorded for any brand this month. Against the July 2026 baseline of 1.5%, coverage is up 2.0 points.

The brand holds 2 valid recommendations in October 2026, including 1 rank-one placement, against 21 observations with any presence. Raw mention presence moved from 47.0% at the July 2026 baseline to 36.2% in October 2026, a decline of 10.8 points.

The distinction to notice: The Recovery Village spent the prior two months with meaningful presence and no recommendation credit, then converted a small number of placements in October. Two recommendations on 58 qualified observations carry roughly 1.7 points each.

Highest-priority diagnostic: Which specific prompts produced the two October 2026 recommendations, and do they differ from the prompts that surfaced the brand without recommending it in August and September?

American Addiction Centers

American Addiction Centers moved into a shared second position, with valid recommendation coverage rising from 3.0% in July 2026 to 3.5% in October 2026, a gain of 0.5 points. The prior-month comparison is the sharper reading: coverage moved from 1.2% in September 2026 to 3.5% in October 2026, a rise of 2.3 points.

The brand's top-three recommendation rate moved from 3.0% at the July 2026 baseline to 3.5% in October 2026, and its rank-one rate moved from 0.0% to 1.7% over the same period, its first rank-one placement in the series. Raw mention presence slipped from 84.9% to 79.3%, a decline of 5.6 points, still the highest in the category by a wide margin.

The distinction to notice: American Addiction Centers retains far more raw presence than any other brand while holding only 2 valid recommendations. The gap between its presence rate and its recommendation coverage is the widest in the category.

Highest-priority diagnostic: Which prompts generate the brand's high presence without converting to recommendations, and which competitors take those slots?

Recovery Centers of America

Recovery Centers of America's valid recommendation coverage moved from 3.0% in July 2026 to 1.7% in October 2026, a change of 1.3 points — a smaller coverage decline than Ria Health's 1.5-point drop, but the largest raw mention presence decline in the category. The brand's top-three recommendation rate moved from 3.0% to 1.7% on the same basis.

The more pronounced shift sits in presence: raw mention presence fell from 36.4% in July 2026 to 20.7% in October 2026, a decline of 15.7 points, the only significant supporting movement reported in the series. The rank-one rate moved from 1.5% to 0.0%, and the brand holds 1 valid recommendation in October 2026.

The distinction to notice: Recovery Centers of America's visibility declined far faster than its recommendation credit. The brand remains in the recommendation set, but on a much narrower presence base than at the baseline.

Highest-priority diagnostic: Which surfaces accounted for the 15.7-point presence decline, and which prompts still return the brand as a recommendation?

Caron Treatment Centers

Caron Treatment Centers' valid recommendation coverage moved from 1.5% in July 2026 to 1.7% in October 2026, a gain of 0.2 points. The current-month comparison tells a different story: coverage fell from 5.0% in September 2026 to 1.7% in October 2026, a decline of 3.3 points, ending the two-month upward streak the brand carried through the summer.

The brand's top-three recommendation rate moved from 1.5% to 1.7% across the series, and raw mention presence rose from 6.1% to 8.6%, a gain of 2.5 points. Caron holds 1 valid recommendation in October 2026, down from 4 in September 2026.

The distinction to notice: Caron Treatment Centers' presence held up in October while its recommendation count contracted sharply. The pullback follows a strong September, and the brand has returned to roughly its July level.

Highest-priority diagnostic: Which prompts that placed Caron Treatment Centers in the top three during September stopped doing so in October?

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent clusters produced qualified observations this month?
• What can the benchmark not yet answer about pricing, insurance, or head-to-head comparisons?

All qualified observations in October 2026 fell into the Brand Recommendation cluster, continuing the pattern seen across July, August, and September 2026. The category's recommendation landscape remains shaped entirely by direct brand-seeking queries, with no qualified observations captured for pricing and value or multi-brand comparison.

This means the public benchmark can measure which brands win when a specific center is requested, but it cannot yet answer how AI systems handle cost sensitivity, insurance coverage, or direct head-to-head comparisons. Those commercial questions remain outside the current evidence base, even though the raw collection contains pricing-shaped and comparison-shaped answers that did not survive qualification this month.

Brand Opportunity Summary

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 CiteWorks Studio 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: With 58 qualified observations in October 2026, a single observation moves coverage rates by roughly 1.7 points. Several brand movements in this report reflect a change of one or two observations and should be read in that context.
• Qualified denominator vs. raw collection: The public metrics use the 58 qualified observations, not the 800 raw prompt-surface observations or the 176 relevant prompts. Brand-level percentages are calculated only within the qualified set, which contracted from 80 observations in September 2026.
• Directional analysis: Month-over-month movement identifies changes worth investigating. It does not by itself establish the cause of those changes.

Next Step

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

Beneath the aggregate percentages sit the questions that decide commercial outcomes: which high-intent prompts a brand wins, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each option, and which external sources shape those answers.

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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