Alcohol Rehab Centers in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them
This analysis is based on the source benchmark: Alcohol Rehab Centers AI visibility benchmark
Key Takeaways
- American Addiction Centers and The Recovery Village appeared in most answers, but endorsements were rare across the set.
- Hazelden Betty Ford had the strongest recommendation performance, with 47 mentions and 3 recommendations.
- Several providers had little or no visibility, including Monument, Footprints to Recovery, and Banyan Treatment Centers.
- The main review priorities were disputed rating claims, owned-page accuracy, and third-party sources tied to telehealth and treatment questions.
Companies covered: Monument, Ria Health, Gateway Foundation, Hazelden Betty Ford, The Recovery Village, Footprints to Recovery, Caron Treatment Centers, Banyan Treatment Centers, American Addiction Centers, Recovery Centers of America
Answer Capsule
The November 2026 Alcohol Rehab Centers benchmark compares 10 companies across 100 AI answers that met its inclusion rules. Hazelden Betty Ford recorded 47 mentions and 3 recommendations (3.00% of the answers). Being mentioned means appearing in an answer; being recommended means receiving an affirmative endorsement.
We examine each company, compare the available monthly results, and set out a five-step plan for improving the information AI systems can draw on. The work starts with measuring visibility and checking conflicting claims, then moves to company pages, relevant publishers and buyer questions. The cited pages need review before any correction request, and the research does not establish what caused recommendation differences or promise future gains.
Executive industry diagnosis
Questions This Section Answers
- What does the Alcohol Rehab Centers benchmark show about mentions, recommendations and placement?
Rank | Company | Mentions | Mention rate | Recommendations | Recommendation rate | Top 3 | Top 3 rate | #1 | #1 rate |
|---|---|---|---|---|---|---|---|---|---|
1 | Hazelden Betty Ford | 47 | 47.00% | 3 | 3.00% | 2 | 2.00% | 2 | 2.00% |
2 | American Addiction Centers | 88 | 88.00% | 1 | 1.00% | 0 | 0.00% | 0 | 0.00% |
2 | Caron Treatment Centers | 3 | 3.00% | 1 | 1.00% | 0 | 0.00% | 0 | 0.00% |
2 | The Recovery Village | 54 | 54.00% | 1 | 1.00% | 1 | 1.00% | 0 | 0.00% |
5 | Banyan Treatment Centers | 2 | 2.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
5 | Footprints to Recovery | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
5 | Gateway Foundation | 1 | 1.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
5 | Monument | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
5 | Recovery Centers of America | 10 | 10.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
5 | Ria Health | 2 | 2.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% |
This peer set splits into two groups. A few names appear in most answers, while several well-known providers barely register. American Addiction Centers and The Recovery Village dominate appearances, yet affirmative recommendations are rare across the board. Hazelden Betty Ford is the exception, pairing broad visibility with the only meaningful recommendation count.
The business significance is that being named is not the same as being chosen. A provider can be listed as an option in nearly every answer and still never be endorsed. For clients, the practical question is whether their goal is presence or preference, because the work differs. We would start by separating those two aims in the scorecard before proposing any content changes.
Several companies show no recorded recommendations at all. That absence is an observation about these answers, not proof that the companies lack merit or that publishers erred. We would treat it as a baseline to understand, not a verdict, and avoid setting targets until the underlying answers are reviewed.
What changed since last month
Questions This Section Answers
- What changed across the usable monthly Alcohol Rehab Centers snapshots?
Company | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 | Nov 2026 |
|---|---|---|---|---|---|
Hazelden Betty Ford | 5 / 66 (7.58%) | 6 / 84 (7.14%) | 8 / 80 (10.00%) | 7 / 58 (12.07%) | 3 / 100 (3.00%) |
American Addiction Centers | 2 / 66 (3.03%) | 1 / 84 (1.19%) | 1 / 80 (1.25%) | 2 / 58 (3.45%) | 1 / 100 (1.00%) |
Caron Treatment Centers | 1 / 66 (1.52%) | 3 / 84 (3.57%) | 4 / 80 (5.00%) | 1 / 58 (1.72%) | 1 / 100 (1.00%) |
The Recovery Village | 1 / 66 (1.52%) | 0 / 84 (0.00%) | 0 / 80 (0.00%) | 2 / 58 (3.45%) | 1 / 100 (1.00%) |
Banyan Treatment Centers | 0 / 66 (0.00%) | 0 / 84 (0.00%) | 0 / 80 (0.00%) | 0 / 58 (0.00%) | 0 / 100 (0.00%) |
Footprints to Recovery | 0 / 66 (0.00%) | 0 / 84 (0.00%) | 0 / 80 (0.00%) | 0 / 58 (0.00%) | 0 / 100 (0.00%) |
Gateway Foundation | 1 / 66 (1.52%) | 0 / 84 (0.00%) | 1 / 80 (1.25%) | 1 / 58 (1.72%) | 0 / 100 (0.00%) |
Monument | 0 / 66 (0.00%) | 0 / 84 (0.00%) | 0 / 80 (0.00%) | 0 / 58 (0.00%) | 0 / 100 (0.00%) |
Recovery Centers of America | 2 / 66 (3.03%) | 0 / 84 (0.00%) | 2 / 80 (2.50%) | 1 / 58 (1.72%) | 0 / 100 (0.00%) |
Ria Health | 1 / 66 (1.52%) | 1 / 84 (1.19%) | 0 / 80 (0.00%) | 0 / 58 (0.00%) | 0 / 100 (0.00%) |
The monthly samples differ in size and service coverage, so the movements below are separate snapshots rather than a like-for-like trend. Hazelden Betty Ford's appearances rose while its recommendations fell. American Addiction Centers and The Recovery Village both appeared far more often, with fewer endorsements than the prior month.
Caron Treatment Centers recorded the same recommendation count in both months, yet its rate differs because each month's rate is calculated against that month's own answer total. Gateway Foundation and Recovery Centers of America each moved from a recommendation to none. Ria Health gained mentions without an endorsement. These are recorded movements only; the samples cannot establish why any of them occurred.
AI recommendation trend
Observed recommendation rate (%), Jul 2026 to Nov 2026
- Hazelden Betty Ford3.00%
- American Addiction Centers1.00%
- Caron Treatment Centers1.00%
- The Recovery Village1.00%
- Banyan Treatment Centers0.00%
- Footprints to Recovery0.00%
- Gateway Foundation0.00%
- Monument0.00%
- Recovery Centers of America0.00%
- Ria Health0.00%
Separate selected monthly samples. Missing points are unavailable, not zero. Provider/prompt equivalence is unverified; rate movement does not demonstrate causation.
Company-by-company findings
Monument
Questions This Section Answers
- What measured visibility pattern and review priority does Monument have in Alcohol Rehab Centers?
Monument recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.
From October 2026 to November 2026, Monument's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.
AI answers contained 4 conflicting claims about Monument: 0 critical, 0 high, 4 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
Review topic | Severity | Recorded AI claim A | Recorded AI claim B |
|---|---|---|---|
Trustpilot rating | medium | ~3/5 | roughly 3.6–4.7 |
Trustpilot rating | medium | 4.8/5 | roughly 3.6–4.7 |
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
No results are available for this part of the analysis.
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected third-party review candidate: https://trustpilot.com/review/monumentmetals.com.
Monument does not appear in the recorded answers, so there is no recommendation pattern to explain yet. The conflicting claims concern review ratings, and the linked review page may not even refer to this company, so entity resolution comes first. We would propose a conditional fact-check: confirm the correct entity and dates, then decide whether any review is warranted.
Ria Health
Questions This Section Answers
- What measured visibility pattern and review priority does Ria Health have in Alcohol Rehab Centers?
Ria Health recorded 2 mentions (2.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 2 neutral and 0 negative.
From October 2026 to November 2026, Ria Health's mention count rose from 0 to 2, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.
AI answers contained 0 conflicting claims about Ria Health: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
online alcohol counseling | 1 | 1 | 0 |
online alcohol treatment | 1 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://riahealth.com/.
Selected third-party review candidate: https://hazeldenbettyford.org/rehab-treatment/online-telehealth.
Ria Health appears in a small number of answers, all framed neutrally, with no endorsement. The observed questions concern online alcohol counseling and treatment, which is a natural fit for its service model. We would propose a page brief for the owned site and a check of the linked telehealth source, verifying current content before any request.
Gateway Foundation
Questions This Section Answers
- What measured visibility pattern and review priority does Gateway Foundation have in Alcohol Rehab Centers?
Gateway Foundation recorded 1 mentions (1.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 1 neutral and 0 negative.
From October 2026 to November 2026, Gateway Foundation's mention count fell from 3 to 1, while its recommendation count fell from 1 to 0. The recommendation rate was 1.72% and 0.00% respectively.
AI answers contained 0 conflicting claims about Gateway Foundation: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
What is the most successful treatment for alcohol addiction? | 1 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Gateway Foundation moved from a single recommendation to none, with its remaining appearance framed neutrally. One answer is too thin a base for conclusions about preference. We would propose reviewing the answer to the treatment-success question and preparing a brief on how the company's evidence is presented, verifying facts first.
Hazelden Betty Ford
Questions This Section Answers
- What measured visibility pattern and review priority does Hazelden Betty Ford have in Alcohol Rehab Centers?
Hazelden Betty Ford recorded 47 mentions (47.00%) and 3 recommendations (3.00%) across 100 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 2. Framing among its mentions was 5 positive, 42 neutral and 0 negative.
From October 2026 to November 2026, Hazelden Betty Ford's mention count rose from 35 to 47, while its recommendation count fell from 7 to 3. The recommendation rate was 12.07% and 3.00% respectively.
AI answers contained 0 conflicting claims about Hazelden Betty Ford: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
Is online rehab a thing? | 2 | 2 | 1 |
What is the most successful rehab in the US? | 2 | 2 | 1 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://hazeldenbettyford.org/rehab-treatment/online-telehealth.
Selected third-party review candidate: https://americanaddictioncenters.org/sober-living/oxford-house.
Hazelden Betty Ford appears in nearly half the answers but is endorsed in only a few, and most mentions are neutral. That gap between reach and preference is the central question, not a cause we can assert. We would propose a page brief for the telehealth page and a review of the endorsement wording in the answers where it was recommended.
The Recovery Village
Questions This Section Answers
- What measured visibility pattern and review priority does The Recovery Village have in Alcohol Rehab Centers?
The Recovery Village recorded 54 mentions (54.00%) and 1 recommendation (1.00%) across 100 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 0. Framing among its mentions was 9 positive, 45 neutral and 0 negative.
From October 2026 to November 2026, The Recovery Village's mention count rose from 21 to 54, while its recommendation count fell from 2 to 1. The recommendation rate was 3.45% and 1.00% respectively.
AI answers contained 0 conflicting claims about The Recovery Village: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
What rehab has the highest success rate? | 2 | 1 | 1 |
How do people get off Suboxone? | 1 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://therecoveryvillage.com/cocaine-addiction/how-long-does-stay-in-your-system/.
Selected third-party review candidate: https://altamirarecovery.com/blog/how-long-does-cocaine-stay-in-your-system-urine-blood-and-hair/.
The Recovery Village appears in over half the answers with a single endorsement, and most mentions are neutral. Its appearances grew sharply while endorsements fell, though the samples are not directly comparable. We would propose reviewing the owned cocaine page and the linked third-party page, checking current content before recommending any change.
Footprints to Recovery
Questions This Section Answers
- What measured visibility pattern and review priority does Footprints to Recovery have in Alcohol Rehab Centers?
Footprints to Recovery recorded 0 mentions (0.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 0 neutral and 0 negative.
From October 2026 to November 2026, Footprints to Recovery's mention count fell from 1 to 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.
AI answers contained 0 conflicting claims about Footprints to Recovery: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
No results are available for this part of the analysis.
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Footprints to Recovery has no recorded appearances this month, following a single mention the month before. With no framing or claims to examine, there is nothing to correct. We would propose a baseline review of which questions in this category could plausibly involve the company, then decide whether a page brief is worth pursuing.
Caron Treatment Centers
Questions This Section Answers
- What measured visibility pattern and review priority does Caron Treatment Centers have in Alcohol Rehab Centers?
Caron Treatment Centers recorded 3 mentions (3.00%) and 1 recommendation (1.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 1 positive, 2 neutral and 0 negative.
From October 2026 to November 2026, Caron Treatment Centers' mention count fell from 5 to 3, while its recommendation count stayed at 1. The recommendation rate was 1.72% and 1.00% respectively. The count was unchanged: the rate difference comes from dividing it by 58 answers in October 2026 and 100 in November.
AI answers contained 0 conflicting claims about Caron Treatment Centers: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
What is the most successful rehab in the US? | 2 | 1 | 1 |
What rehab has the highest success rate? | 2 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://caron.org/blog/what-does-adderall-do-to-your-brain-it-depends.
Selected third-party review candidate: https://americanaddictioncenters.org/stimulants/amphetamine/adderall/long-term-effects.
Caron Treatment Centers holds one endorsement without a top-three placement, so its reach and its position tell different stories. The recommendation count held steady while the rate shifted with the answer total. We would propose a page brief for the linked blog page and a check of the stimulant source, verifying facts before any request.
Banyan Treatment Centers
Questions This Section Answers
- What measured visibility pattern and review priority does Banyan Treatment Centers have in Alcohol Rehab Centers?
Banyan Treatment Centers recorded 2 mentions (2.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 2 neutral and 0 negative.
From October 2026 to November 2026, Banyan Treatment Centers' mention count stayed at 2, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.
AI answers contained 0 conflicting claims about Banyan Treatment Centers: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
What kinds of programs have been successful in treating addiction? | 1 | 1 | 0 |
how many days does xanax stay in your system | 1 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://banyantreatmentcenter.com/blog/can-you-overdose-on-vyvanse/.
Selected third-party review candidate: https://americanaddictioncenters.org/xanax-treatment/how-long-in-system.
Banyan Treatment Centers appears in a couple of answers, both neutral, with no endorsement. The observed questions concern treatment programs and how long a medication stays in the system, which are informational rather than comparative. We would propose reviewing the owned page and the linked third-party page, confirming current content before suggesting edits.
American Addiction Centers
Questions This Section Answers
- What measured visibility pattern and review priority does American Addiction Centers have in Alcohol Rehab Centers?
American Addiction Centers recorded 88 mentions (88.00%) and 1 recommendation (1.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 10 positive, 78 neutral and 0 negative.
From October 2026 to November 2026, American Addiction Centers' mention count rose from 46 to 88, while its recommendation count fell from 2 to 1. The recommendation rate was 3.45% and 1.00% respectively.
AI answers contained 0 conflicting claims about American Addiction Centers: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
Is online rehab a thing? | 2 | 1 | 1 |
How do people get off Suboxone? | 1 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://americanaddictioncenters.org/stimulants/cocaine/how-long-in-system.
Selected third-party review candidate: https://therecoveryvillage.com/cocaine-addiction/how-long-does-stay-in-your-system/.
American Addiction Centers appears in nearly every answer but is endorsed only once, and most mentions are neutral. That is the widest reach-to-preference gap in the set, and it deserves attention before any content work. We would propose a page brief for the linked cocaine page and a review of the endorsement wording in the single recommending answer.
Recovery Centers of America
Questions This Section Answers
- What measured visibility pattern and review priority does Recovery Centers of America have in Alcohol Rehab Centers?
Recovery Centers of America recorded 10 mentions (10.00%) and 0 recommendations (0.00%) across 100 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 2 positive, 8 neutral and 0 negative.
From October 2026 to November 2026, Recovery Centers of America's mention count fell from 12 to 10, while its recommendation count fell from 1 to 0. The recommendation rate was 1.72% and 0.00% respectively.
AI answers contained 0 conflicting claims about Recovery Centers of America: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.
No results are available for this part of the analysis.
Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.
Question observed in the research | Benchmark answers to this question | Company mentions | Company recommendations |
|---|---|---|---|
Is online rehab a thing? | 2 | 1 | 0 |
What is the most successful rehab in the US? | 2 | 1 | 0 |
These are recorded answer observations, not search volume, verified demand, or proof of missing website content.
Selected owned-page review candidate: https://recoverycentersofamerica.com/blogs/gabapentin-withdrawal/.
Selected third-party review candidate: https://smartrecovery.org/.
Recovery Centers of America appears in a modest share of answers with no endorsement this month, after a single one the month before. Its mentions are mostly neutral. We would propose reviewing the linked gabapentin page and the Smart Recovery source, verifying current content before deciding whether a brief or a source request is appropriate.
/ Take the next step
Want to Understand Your AI Citation Footprint?
We start every engagement with a full audit of how AI systems reference your brand today.
Measurable, Repeatable Programme
Build a durable foundation of credible citations that compounds over time and continues to influence AI answers as new queries emerge
Citation Architecture Review
Identify which high-authority community sources are and aren't working in your favour across AI platforms.
AI Visibility Audit
Understand exactly how LLMs are referencing your brand today and which sources are shaping those answers.
The CiteWorks five-step improvement plan
Step 1. Establish the baseline
Questions This Section Answers
- What should the agency deliver when it works to establish the baseline for Alcohol Rehab Centers?
We would build a scorecard that records each company's appearances, endorsements and placements alongside the answer total for the month, so future comparisons are traceable. Each record gets an owner and a review status. The scorecard documents sample coverage and service mix, so later months are read as separate samples rather than a continuous trend.
Step 2. Verify disputed facts
Questions This Section Answers
- What should the agency deliver when it works to verify disputed facts for Alcohol Rehab Centers?
AI answers contained 4 conflicting claims across 1 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.
The conflicting claims concentrate on review ratings, and the company match itself is uncertain. We would resolve the entity and dates first, then check the primary source. Only claims that survive that check enter a correction queue; ambiguous matches stay outside it. Confirmed edits, no-change decisions and open questions are logged separately.
Step 3. Review owned pages
Questions This Section Answers
- What should the agency deliver when it works to review owned pages for Alcohol Rehab Centers?
For each supplied owned page, we would prepare a brief describing the question it should answer and the facts it must state, verified against current primary sources before any edit. Briefs are proposals, not findings about what the page currently says. Pages tied to uncertain company matches are held until the entity question is settled.
Step 4. Review third-party sources
Questions This Section Answers
- What should the agency deliver when it works to review third-party sources for Alcohol Rehab Centers?
Third-party work starts with reading the linked pages as they stand today, since a citation does not show what a page says or whether it influenced an answer. We would prepare evidence-backed review notes and, where warranted, a polite request package. Requests and responses are tracked separately from any change in answer outcomes.
Step 5. Address buyer questions and measure again
Questions This Section Answers
- What should the agency deliver when it works to address buyer questions and measure again for Alcohol Rehab Centers?
The observed questions give us natural briefs: online treatment, treatment success, and how long substances stay in the system. We would draft buyer-question content around those themes, grounded in verified facts. Measurement afterward records delivered work separately from answer results, with no claim that one caused the other.
Third-party authority and citation opportunities
Questions This Section Answers
- Which cited publisher pages support targeted source review in Alcohol Rehab Centers?
Publisher page selected for review | Citation appearances in all captured answers | Companies covered by the page selection |
|---|---|---|
https://ikonrecoverycenters.org/cocaine-addiction-treatment/how-long-does-cocaine-stay-in-your-system/ | 11 | The Recovery Village, American Addiction Centers |
https://therecoveryvillage.com/cocaine-addiction/how-long-does-stay-in-your-system/ | 15 | American Addiction Centers |
https://altamirarecovery.com/blog/how-long-does-cocaine-stay-in-your-system-urine-blood-and-hair/ | 13 | The Recovery Village |
https://hazeldenbettyford.org/rehab-treatment/online-telehealth | 7 | Ria Health |
https://trustpilot.com/review/monumentmetals.com | 6 | Monument |
https://alcoholtreatment.niaaa.nih.gov/telehealth-alcohol-treatment | 5 | Ria Health |
https://americanaddictioncenters.org/telehealth | 5 | Recovery Centers of America |
https://smartrecovery.org/ | 5 | Recovery Centers of America |
https://bbb.org/us/md/frederick/profile/coin-dealers/monument-metals-llc-0011-90281116/customer-reviews | 4 | Monument |
https://americanaddictioncenters.org/xanax-treatment/how-long-in-system | 3 | Banyan Treatment Centers |
These pages are candidates for review, not confirmed errors. Citation appearances are counted across the captured answers and are not added again for each company.
The linked publishers cluster around a few themes: cocaine duration, telehealth and treatment success. Several pages are cited often across captured answers, which makes them worth reading first, but citation frequency does not show that a page shaped an answer. We would verify current contents and relevance before preparing any request.
One linked review page appears to concern a different business than the company it was matched to, so it should be set aside until the entity is confirmed. Priority goes to pages that are clearly about the right company and topic, where a factual review could plausibly support a useful request.
What we'd prioritize first
Period | Deliverable | Completion criterion |
|---|---|---|
Days 1–30 | Baseline scorecard, scoped fact-review register and page/source shortlist | Each record has an owner, evidence requirement and review status |
Days 31–60 | Approved page briefs and justified publisher requests | Separate confirmed edits, no-change decisions, requests and responses |
Days 61–90 | Buyer-content briefs and a fresh scorecard | Record work completed separately from measured answer outcomes and comparability limits |
The first priority is the reach-to-preference gap at the largest appearing companies, where presence is high but endorsement is rare. Understanding the wording of the few recommending answers is more useful than chasing more appearances. The second is the uncertain review-rating claims, which need entity resolution before anything else.
The third is the supplied owned pages, which can be briefed once facts are verified. Publisher requests come after that reading, not before. Throughout, we would keep delivered work and measured answer outcomes in separate records so progress is judged honestly.
Methodology and conclusion
Questions This Section Answers
- What do the Alcohol Rehab Centers sample and source-review limits allow us to conclude?
This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 100 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.
An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.
The wider citation analysis covers 800 captured answers and 5223 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.
Monthly sample coverage:
Reporting month | Answers included | AI services covered | Services |
|---|---|---|---|
Jul 2026 | 66 | 4 | ChatGPT, Gemini, Google AI Mode, Google AI Overviews |
Aug 2026 | 84 | 5 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews |
Sep 2026 | 80 | 5 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews |
Oct 2026 | 58 | 5 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews |
Nov 2026 | 100 | 5 | ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews |
The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.
These results describe recorded answers from a benchmark sample, not search demand or customer satisfaction. The monthly samples differ in size and service coverage, so month-to-month movements are separate observations and cannot explain why counts or rates changed. Recommendations require affirmative endorsement, and placements sit inside recommendations rather than adding to them.
Proposed next steps are a traceable scorecard, entity and fact checks before any correction, page and source briefs grounded in current verification, and buyer-question content drawn from the observed questions. None of this guarantees a change in answer outcomes; it creates a defensible record of what was reviewed and what was done.
/ Learn More
Understanding AI search visibility.
AI search experiences create answers by pulling information from many places online and summarizing it into a single response.
What Is AI Citation Intelligence?
What Is Citation Architecture?
What Is Generative Engine Optimization?
What Is AI Share of Voice?
Archived editions
Browse earlier published research snapshots for this article. The latest edition remains at the current URL.


