Gateway Foundation AI Visibility Market Strategy Report - Drug Rehab Centers

Answer Capsule

Gateway Foundation holds 0.8% valid recommendation coverage in the Drug Rehab Centers category for October 2026, placing it sixth among ten tracked brands. The brand is visible but under-recommended: it appears in 4.1% of qualified observations yet converts to a valid recommendation in only 0.8% of them. Its clearest win is a single top-three placement on Google AI Overviews, the only platform where it earned recommendation credit. Its clearest weakness is the absence of any rank-one recommendation and no recommendation presence on ChatGPT, Copilot, Gemini, or Perplexity. The clearest opportunity is converting its existing neutral visibility on Google AI Mode into shortlist placements.

Who This Report Is For

This report is written for Gateway Foundation's marketing, admissions, and executive leadership teams, and for anyone evaluating how the brand competes for AI-generated recommendations in the drug rehab category.

Report Card

Executive Summary

Gateway Foundation is visible but under-recommended in AI-generated drug rehab recommendations. The brand recorded 5 mentions across 121 qualified observations in October 2026, a raw mention presence rate of 4.1%, but converted only 1 of those into a valid recommendation, a coverage rate of 0.8%. That places Gateway Foundation sixth among ten tracked brands by valid recommendation coverage.

The brand's sentiment profile is modestly positive. Of its 5 mentions, 1 was positive, 4 were neutral, and none were negative, producing a net sentiment score of 0.2. That is the fifth-highest net sentiment in the category, behind Phoenix House (1.0), Caron Treatment Centers (0.7), Hazelden Betty Ford (0.6), and Banyan Treatment Centers (0.5). The absence of negative framing is a genuine positive signal, but the small sample size limits how much weight it can carry.

Gateway Foundation's strongest cluster is the only cluster with qualified data: Best Drug Rehab Centers, Discovery and Evaluation. All 121 qualified observations fall into this cluster. The brand's single valid recommendation and single top-three placement both occurred here. Its average recommended rank of 2 indicates that when it does appear in a shortlist, it appears near the top.

The strongest platform signal for Gateway Foundation is Google AI Overviews, where it earned 1 valid recommendation, 1 top-three placement, and a 5.0% valid recommendation coverage rate on that platform. This is the only platform where the brand received any recommendation credit. On Google AI Mode, the brand appeared in 4 observations (9.1% presence rate) but earned zero recommendations, suggesting it is present as context rather than as a shortlist option.

The clearest platform gap is the complete absence of recommendation presence on ChatGPT, Copilot, Gemini, and Perplexity. On ChatGPT, the brand had zero mentions across 14 observations. On Copilot, zero mentions across 15 observations. On Gemini, zero mentions across 22 observations. On Perplexity, zero mentions across 6 observations. These four platforms represent the majority of the qualified observation set, and Gateway Foundation is effectively invisible on all of them.

The clearest cluster gap is the absence of qualified data for the other two clusters in the benchmark: Drug Rehab Center Comparisons and Drug Rehab Center Costs and Insurance. Neither cluster produced qualified observations in October 2026, so the benchmark cannot yet measure how Gateway Foundation performs on comparison or pricing prompts. This is a category-wide limitation, not a Gateway Foundation-specific one, but it means the brand's performance on high-intent commercial prompts remains unmeasured.

What Gateway Foundation Is Winning

Questions This Section Answers

• Where did Gateway Foundation actually earn recommendation credit in October 2026?
• What does its average recommended rank of 2 say about the placements it does earn?
• How does the brand's zero negative mentions and 0.2 net sentiment compare to the category leader?

Gateway Foundation's wins in this benchmark are narrow but real. The brand earned 1 valid recommendation in October 2026, its first in the four-month series. That recommendation came with a top-three placement and an average recommended rank of 2, meaning the brand appeared as the second option in the shortlist where it was recommended. This is a meaningful signal: when Gateway Foundation does enter an AI-generated shortlist, it enters near the top.

The brand also carries zero negative mentions. Across 5 mentions, none were classified as negative. This absence of negative framing is consistent with the category pattern, where no tracked brand recorded a negative mention in October 2026, but it still means Gateway Foundation is not being actively cautioned against in AI responses.

Gateway Foundation's net sentiment score of 0.2 is positive, though modest. The brand's single positive mention and four neutral mentions produce a score that is above zero but well below the category leader's 0.6. The brand is not being framed negatively, but it is also not being framed as a standout choice.

The brand's strongest platform is Google AI Overviews, where it achieved a 5.0% valid recommendation coverage rate, a 5.0% top-three rate, and a 5.0% positive visibility rate. This is the only platform where Gateway Foundation earned recommendation credit. The brand also recorded 1 mention on Google AI Mode, though that mention was neutral and did not convert to a recommendation.

Where Gateway Foundation Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does Gateway Foundation convert so few of its AI mentions into valid recommendations?
• Which four platforms account for nearly half the benchmark yet produced zero brand mentions?
• How far behind are the brand's top-three and rank-one rates compared to Hazelden Betty Ford?

Gateway Foundation's most significant gap is the distance between its raw mention presence and its valid recommendation coverage. The brand appears in 4.1% of qualified observations but is recommended in only 0.8% of them. That is a conversion ratio of roughly one recommendation for every five mentions. By comparison, Hazelden Betty Ford appears in 49.6% of observations and is recommended in 19.8% of them, a conversion ratio of roughly one recommendation for every 2.5 mentions. Gateway Foundation is being mentioned, but it is not being chosen.

The brand's second gap is its absence from recommendation-eligible prompts on four of the six tracked platforms. On ChatGPT, Copilot, Gemini, and Perplexity, Gateway Foundation recorded zero mentions and zero recommendations. These platforms account for 57 of the 121 qualified observations, or 47.1% of the benchmark. Gateway Foundation is effectively invisible on nearly half of the measured AI surface area.

The brand's third gap is the absence of any rank-one recommendation. Gateway Foundation's single valid recommendation placed at rank 2. It has never appeared as the first recommendation in any qualified observation in October 2026. This matters because rank-one placements are the strongest form of recommendation-stage visibility, and brands that consistently appear first are more likely to be the default choice for buyers who act on AI recommendations.

Compared to the category leader, Gateway Foundation's gap is substantial. Hazelden Betty Ford holds 19.8% valid recommendation coverage, 18.2% top-three rate, and 15.7% rank-one rate. Gateway Foundation holds 0.8% coverage, 0.8% top-three rate, and 0.0% rank-one rate. The leader's coverage is roughly 24 times higher than Gateway Foundation's. The gap to the second-place brand, Recovery Centers of America at 3.3%, is also wide: Gateway Foundation would need to more than quadruple its coverage to match that position.

Compared to the brand immediately ahead of it, Caron Treatment Centers at 1.7% coverage, Gateway Foundation trails by 0.9 percentage points. Caron Treatment Centers earned 2 valid recommendations and 1 top-three placement in October 2026, while Gateway Foundation earned 1 valid recommendation and 1 top-three placement. The two brands are close in absolute terms, but Caron Treatment Centers has a higher coverage rate and a higher net sentiment score of 0.7.

Biggest Opportunity

Questions This Section Answers

• How could Gateway Foundation convert its neutral Google AI Mode visibility into shortlist placements?
• Why are the 4 AI Mode mentions a conversion problem rather than a visibility problem?

Gateway Foundation's biggest opportunity is converting its existing neutral visibility on Google AI Mode into valid recommendation placements. The brand appeared in 4 observations on Google AI Mode, representing 9.1% of that platform's qualified observations, but earned zero recommendations there. Those 4 mentions were neutral, meaning the brand was referenced as context rather than recommended as a shortlist option. If Gateway Foundation can shift even a portion of those neutral mentions into recommendation placements, it would meaningfully increase its overall coverage rate.

This opportunity is specific and measurable. Google AI Mode accounts for 44 of the 121 qualified observations, the largest single platform share in the benchmark. The brand already has a presence there. The gap is not visibility; it is recommendation conversion. The prompts that produced those 4 neutral mentions are the starting point for understanding why the brand is being referenced but not recommended, and what would need to change for it to enter the shortlist.

Competitive Landscape

Questions This Section Answers

• How does Gateway Foundation's top-three rate and average recommended rank compare with Caron Treatment Centers?
• What separates Hazelden Betty Ford's recommendation dominance from the rest of the tracked brands?

Hazelden Betty Ford holds dominant recommendation-stage strength in the Drug Rehab Centers category, with 19.8% valid recommendation coverage and a 16.5-point lead over the next brand. Recovery Centers of America is the strongest challenger at 3.3% coverage. Gateway Foundation sits sixth, with 0.8% coverage and a single top-three placement.

Average recommended rank covers rank-eligible recommendations only.

Gateway Foundation's 0.83% top-three rate places it in a tie with Caron Treatment Centers, but its average recommended rank of 2 is stronger than Caron's 4.5. When Gateway Foundation does enter a shortlist, it enters higher than Caron does. However, Gateway Foundation's rank-one rate is 0.00%, while Caron's is also 0.00%, so neither brand has achieved a first-position recommendation. The brand's net sentiment of 0.2 is lower than Caron's 0.7, suggesting that Caron's mentions carry more positive framing even though Gateway Foundation's placements are higher when they occur.

Prompt Evidence

Google AI Overviews / Best Drug Rehab Centers, Discovery and Evaluation Prompt: "What is the most successful rehab in the US?" Result: Gateway Foundation earned its single valid recommendation and top-three placement on this platform, appearing at rank 2.

Google AI Mode / Best Drug Rehab Centers, Discovery and Evaluation Prompt: "Which state has the best rehab facilities?" Result: Gateway Foundation was mentioned but not recommended, contributing to its neutral visibility on this platform.

ChatGPT / Best Drug Rehab Centers, Discovery and Evaluation Prompt: "What rehab centers do celebrities go to?" Result: Gateway Foundation did not appear in the response. Hazelden Betty Ford and other brands were recommended instead.

Gemini / Best Drug Rehab Centers, Discovery and Evaluation Prompt: "What is the best mental health treatment center in the world?" Result: Gateway Foundation was absent from the response. Hazelden Betty Ford earned a recommendation placement.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map the specific prompts where Gateway Foundation appears as a neutral reference but not as a recommendation, starting with the 4 Google AI Mode observations and the 1 Google AI Overviews observation that converted.

Phase 2: Recommendation Readiness Plan Identify the attributes and proof points that AI systems associate with recommended brands in this category, and assess where Gateway Foundation's public evidence layer is thin.

Phase 3: Owned Answer Layer Buildout Strengthen the pages and content that AI systems retrieve when forming recommendations, with a focus on the prompts where Gateway Foundation is already visible but not yet shortlisted.

Phase 4: Citation / Authority Layer Development Expand the third-party and directory sources that AI systems cite in this category, since six of the top ten cited domains are owned by tracked brands and the remaining four are general platforms.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Gateway Foundation's coverage, top-three rate, and rank-one rate month over month to measure whether the brand is converting neutral visibility into recommendation placements.

Why This Matters

AI presence alone is not enough. Gateway Foundation appears in 4.1% of qualified observations, but it is recommended in only 0.8% of them. The brand is being seen, but it is not being chosen. In a category where the leader holds 19.8% recommendation coverage and the second-place brand holds 3.3%, the gap between visibility and recommendation is the gap between being part of the conversation and being part of the shortlist.

The next move is targeted correction of the prompt, page, and citation layers. Gateway Foundation does not need to be more visible on Google AI Mode; it needs to convert its existing visibility there into recommendations. It does not need to appear in more ChatGPT responses; it needs to appear in ChatGPT responses at all. The benchmark identifies where attention is warranted. The work is in the prompt patterns, the page content, and the citation sources that shape how AI systems form recommendations.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why does Gateway Foundation's 0.2 sentiment score show presence rather than preference?
• What does the gap between 4 neutral mentions and 1 positive mention mean for shortlist potential?

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

Gateway Foundation's sentiment score for October 2026 is (1 × 1 + 4 × 0 + 0 × -1) / 5 = 0.2.

This score matters because unclassified mention counts are misleading. A brand with 5 mentions could be described as having strong visibility, but if 4 of those mentions are neutral references rather than positive recommendations, the brand is not actually being chosen. Gateway Foundation's 5 mentions include only 1 positive mention and 4 neutral mentions. The brand is being referenced, but it is not being framed as a standout choice.

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. Gateway Foundation's 4 neutral mentions are not the same as 4 positive recommendations. They indicate presence, not preference. Counting all mentions as wins would overstate the brand's position in AI-generated shortlists.

Classified sentiment is required before interpreting AI visibility. Gateway Foundation's net sentiment of 0.2 is positive, but it is modest. The brand is not being framed negatively, which is a genuine positive signal, but it is also not being framed as a top choice. The gap between neutral reference and positive recommendation is the gap Gateway Foundation needs to close.

Sentiment by Platform

Questions This Section Answers

• Which platform produced Gateway Foundation's only positive recommendation signal?
• What does the 4.0 AI Mode sentiment score say about the brand's role on that platform?

Methodology

1. This report is a benchmark-based analysis of Gateway Foundation's AI visibility and recommendation performance in the Drug Rehab Centers category. It is not a client implementation case study and does not imply that CiteWorks Studio caused any benchmark outcome.
2. The reporting month is October 2026. The benchmark series began in July 2026 and includes monthly measurements for July, August, September, and October 2026.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. All six platforms had at least one qualified observation in October 2026.
4. The October 2026 collection began with 648 prompt-surface observations and 501 unique questions. After qualification, 121 observations remained and serve as the public denominator for all percentage metrics in this report.
5. The competitor universe includes ten tracked brands: American Addiction Centers, Banyan Treatment Centers, BrightView, Caron Treatment Centers, Footprints to Recovery, Gateway Foundation, Hazelden Betty Ford, Phoenix House, Recovery Centers of America, and The Recovery Village.
6. One public high-intent cluster had qualified data in October 2026: Best Drug Rehab Centers, Discovery and Evaluation. Two additional clusters, Drug Rehab Center Comparisons and Drug Rehab Center Costs and Insurance, had no qualified observations and are not measured in this report.
7. Stage 0 extraction retains the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources. Source presence is evidence about the information environment and is not automatically proof that the source caused the recommendation.
8. A mention is counted when a tracked brand appears in a qualified AI response, regardless of recommendation status. Gateway Foundation recorded 5 mentions in October 2026.
9. A valid recommendation is counted when a brand appears in a valid recommendation shortlist within a qualified observation. Gateway Foundation recorded 1 valid recommendation in October 2026.
10. The unique prompt count for October 2026 is 501. The benchmark does not disclose the exact number of unique prompts that produced Gateway Foundation mentions.
11. Brand-level percentages are calculated within the qualified benchmark set of 121 observations, not the raw collection of 648 prompts. The funnel stages are disclosed for transparency.
12. Month-over-month movement identifies changes worth investigating. It does not by itself establish the cause of those changes. Presence, coverage, rank, and sentiment remain distinct signals.

Get Your AI Visibility Audit

The public benchmark shows where Gateway Foundation is visible and where it is being recommended. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and citation sources that shape Gateway Foundation's recommendation outcomes, and identifies the highest-priority opportunities to convert neutral visibility into shortlist placements.