Online Pharmacies AI Visibility Ranking Trends - November 2026

Answer capsule

The November 2026 Online Pharmacies benchmark compares 10 companies across 542 AI answers that met its inclusion rules. Amazon Pharmacy leads with 385 recommendations (71.03% of answers). At least one tracked company was recommended in 405 answers; some answers recommended several companies.

The rankings distinguish being mentioned from receiving an affirmative recommendation, then examine placement and the wording used about each company. Earlier monthly results show how counts and rates changed, with each month using its own answer total. These results describe the answers reviewed, not product quality or customer satisfaction. Differences between monthly samples limit comparisons and do not establish why a result changed.

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Online Pharmacies

Industry leaderboard

Questions This Section Answers

• How do Online Pharmacies rank by recorded AI recommendations in November 2026?

The leaderboard orders companies by how many recorded answers affirmatively recommended them. That count is not the same as how often a company appeared: a mention can occur without endorsement, and a recommendation can occur without a leading position. Ties in recommendation counts would share a rank, so adjacent ranks do not always imply a strict ordering.

Placements sit inside recommendations rather than beside them. A first-place result is a subset of shortlist placements, which are themselves a subset of recommendations. Reading the columns separately keeps reach, endorsement and position distinct.

Key findings

Tracked-company answer coverage

Questions This Section Answers

• How often did the November 2026 Online Pharmacies answer sample recommend any tracked company?

405 distinct answers recommended at least one tracked company. Counting each company recommendation separately gives 1664, because an answer can recommend several companies. Answers with no tracked recommendation may still have recommended companies outside this comparison.

Every qualified answer mentioned at least one tracked company, but only about three in four recommended one. Because a single answer can endorse several companies, company-level recommendation counts sum to more than the number of answers carrying any recommendation. That overlap is expected and does not indicate market dominance.

The remaining answers without a tracked recommendation may still have named companies outside this comparison, so the coverage figures describe this tracked set only.

Reach and affirmative recommendation

Amazon Pharmacy ranks 1 by recommendation count. Mentions: 542 (100.00%); recommendations: 385 (71.03%). Top 3 placements: 312 (57.56%); first-place placements: 207 (38.19%).

Wording about the company: 408 positive, 134 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 71.0%. The net framing score was 0.75 (defined in Methodology).

157 mentions had no recorded recommendation. Of recorded recommendations, 81.04% were Top 3 and 53.77% were first-place.

Amazon Pharmacy appeared in every qualified answer, yet roughly seven in ten of those mentions also carried an affirmative recommendation. The gap between appearance and endorsement is the central distinction here: being named is not the same as being put forward.

Placement figures are nested within the recommendation count, so shortlist and first-place results describe where endorsements landed rather than adding new wins.

Recommendation order and placement

The recommendation-to-mention ratio shows how often an appearance in an answer also carried an affirmative endorsement. A high ratio on a modest mention base can look striking, so it should be read alongside the underlying counts rather than as a standalone signal of strength.

Shortlist and first-place counts are subsets of recommendations, not separate achievements. Placement describes position within an endorsement, not customer choice or conversion.

Classified framing in context

Framing records how the selected answers worded each company: positive, neutral or negative. Most mentions here were positive or neutral, with negative wording rare. That pattern describes the reviewed text, not customer sentiment, reputation or company quality.

Positive wording does not explain why a recommendation was or was not recorded. Framing and recommendation are separate measurements, and neither establishes the other's cause.

Company results in detail

Amazon Pharmacy

Questions This Section Answers

• What do the November 2026 AI answer results show about Amazon Pharmacy mentions, recommendations and placement?

Amazon Pharmacy ranks 1 by recommendation count. Mentions: 542 (100.00%); recommendations: 385 (71.03%). Top 3 placements: 312 (57.56%); first-place placements: 207 (38.19%).

Wording about the company: 408 positive, 134 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 71.0%. The net framing score was 0.75 (defined in Methodology).

157 mentions had no recorded recommendation. Of recorded recommendations, 81.04% were Top 3 and 53.77% were first-place.

From October 2026 to November 2026, Amazon Pharmacy's mention count fell from 602 to 542, while its recommendation count rose from 356 to 385. The recommendation rate was 55.45% and 71.03% respectively.

Amazon Pharmacy leads on recommendation count and appeared in every qualified answer, though not every mention carried an endorsement. Its placements skew toward the front of recommendations, with first-place results forming a large share of its endorsements. Wording was mostly positive with no negative mentions.

Compared with the prior month, mentions fell while recommendations rose, so the recommendation rate increased. The samples differ between months, and the recorded change does not establish why it occurred.

CVS Pharmacy

Questions This Section Answers

• What do the November 2026 AI answer results show about CVS Pharmacy mentions, recommendations and placement?

CVS Pharmacy ranks 2 by recommendation count. Mentions: 409 (75.46%); recommendations: 226 (41.70%). Top 3 placements: 166 (30.63%); first-place placements: 54 (9.96%).

Wording about the company: 228 positive, 178 neutral, 3 negative mentions. The proportion of mentions that also included a recommendation was 55.3%. The net framing score was 0.55 (defined in Methodology).

183 mentions had no recorded recommendation. Of recorded recommendations, 73.45% were Top 3 and 23.89% were first-place.

From October 2026 to November 2026, CVS Pharmacy's mention count fell from 507 to 409, while its recommendation count rose from 203 to 226. The recommendation rate was 31.62% and 41.70% respectively.

CVS Pharmacy ranks second on recommendation count, with a substantial share of its appearances lacking an endorsement. Its placements lean toward shortlist positions, and first-place results are a smaller portion of its recommendations. Wording was more often neutral than for several peers, with a few negative mentions.

Mentions fell from the prior month while recommendations rose, lifting the recommendation rate. Because monthly samples differ, the comparison shows recorded change without explaining it.

Express Scripts

Questions This Section Answers

• What do the November 2026 AI answer results show about Express Scripts mentions, recommendations and placement?

Express Scripts ranks 3 by recommendation count. Mentions: 255 (47.05%); recommendations: 211 (38.93%). Top 3 placements: 116 (21.40%); first-place placements: 12 (2.21%).

Wording about the company: 211 positive, 44 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 82.7%. The net framing score was 0.83 (defined in Methodology).

44 mentions had no recorded recommendation. Of recorded recommendations, 54.98% were Top 3 and 5.69% were first-place.

From October 2026 to November 2026, Express Scripts' mention count rose from 245 to 255, while its recommendation count rose from 146 to 211. The recommendation rate was 22.74% and 38.93% respectively.

Express Scripts appears in a large share of the recorded answers, and most of those appearances also carry an affirmative endorsement. Its placements lean toward shortlist positions, with first-place results forming a small subset of its recommendations. Wording was predominantly positive, with a minority neutral and none negative.

Both its mention count and its recommendation count rose from the prior month, and the recommendation rate was higher in the later sample. These are separate monthly samples, so the comparison does not establish why the counts or rate changed.

Walgreens

Questions This Section Answers

• What do the November 2026 AI answer results show about Walgreens mentions, recommendations and placement?

Walgreens ranks 4 by recommendation count. Mentions: 372 (68.63%); recommendations: 199 (36.72%). Top 3 placements: 127 (23.43%); first-place placements: 21 (3.87%).

Wording about the company: 200 positive, 169 neutral, 3 negative mentions. The proportion of mentions that also included a recommendation was 53.5%. The net framing score was 0.53 (defined in Methodology).

173 mentions had no recorded recommendation. Of recorded recommendations, 63.82% were Top 3 and 10.55% were first-place.

From October 2026 to November 2026, Walgreens' mention count fell from 468 to 372, while its recommendation count rose from 172 to 199. The recommendation rate was 26.79% and 36.72% respectively.

Walgreens appears frequently but is endorsed in roughly half its mentions, so its reach exceeds its recommendation share. Shortlist placements account for most of its endorsements, with first-place results uncommon. Wording was mixed between positive and neutral, with a few negative mentions.

Mentions fell from the prior month while recommendations rose, raising the recommendation rate. That recorded shift should not be read as evidence of a cause.

GoodRx Care

Questions This Section Answers

• What do the November 2026 AI answer results show about GoodRx Care mentions, recommendations and placement?

GoodRx Care ranks 5 by recommendation count. Mentions: 259 (47.79%); recommendations: 152 (28.04%). Top 3 placements: 81 (14.94%); first-place placements: 39 (7.20%).

Wording about the company: 159 positive, 100 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 58.7%. The net framing score was 0.61 (defined in Methodology).

107 mentions had no recorded recommendation. Of recorded recommendations, 53.29% were Top 3 and 25.66% were first-place.

From October 2026 to November 2026, GoodRx Care's mention count rose from 198 to 259, while its recommendation count rose from 138 to 152. The recommendation rate was 21.50% and 28.04% respectively.

GoodRx Care sits mid-table on recommendation count, with a moderate share of its mentions carrying endorsements. Its placements are mostly shortlist positions, and first-place results form a meaningful minority of recommendations. Wording was largely positive or neutral.

Both mentions and recommendations rose from the prior month, and the recommendation rate increased. The differing monthly samples mean the comparison describes recorded results only.

Optum

Questions This Section Answers

• What do the November 2026 AI answer results show about Optum mentions, recommendations and placement?

Optum ranks 6 by recommendation count. Mentions: 146 (26.94%); recommendations: 109 (20.11%). Top 3 placements: 46 (8.49%); first-place placements: 3 (0.55%).

Wording about the company: 109 positive, 37 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 74.7%. The net framing score was 0.75 (defined in Methodology).

37 mentions had no recorded recommendation. Of recorded recommendations, 42.20% were Top 3 and 2.75% were first-place.

From October 2026 to November 2026, Optum's mention count fell from 157 to 146, while its recommendation count rose from 68 to 109. The recommendation rate was 10.59% and 20.11% respectively.

Optum has a comparatively narrow reach, appearing in a smaller share of answers, but a high proportion of those appearances carried endorsements. Its placements are mostly shortlist positions, with first-place results rare. Wording was positive or neutral throughout.

Mentions dipped slightly from the prior month while recommendations rose, lifting the recommendation rate. The samples differ, so the change is recorded rather than explained.

Cost Plus Drugs

Questions This Section Answers

• What do the November 2026 AI answer results show about Cost Plus Drugs mentions, recommendations and placement?

Cost Plus Drugs ranks 7 by recommendation count. Mentions: 152 (28.04%); recommendations: 108 (19.93%). Top 3 placements: 74 (13.65%); first-place placements: 15 (2.77%).

Wording about the company: 116 positive, 36 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 71.1%. The net framing score was 0.76 (defined in Methodology).

44 mentions had no recorded recommendation. Of recorded recommendations, 68.52% were Top 3 and 13.89% were first-place.

From October 2026 to November 2026, Cost Plus Drugs' mention count fell from 179 to 152, while its recommendation count fell from 127 to 108. The recommendation rate was 19.78% and 19.93% respectively.

Cost Plus Drugs shows a solid recommendation-to-mention ratio, with most of its endorsements landing in shortlist positions and a modest share at first place. Wording was predominantly positive, with the remainder neutral.

Both mentions and recommendations fell from the prior month, while the recommendation rate held roughly steady. A changed count does not by itself demonstrate a loss of standing, and the monthly samples differ.

Honeybee Health

Questions This Section Answers

• What do the November 2026 AI answer results show about Honeybee Health mentions, recommendations and placement?

Honeybee Health ranks 8 by recommendation count. Mentions: 107 (19.74%); recommendations: 102 (18.82%). Top 3 placements: 34 (6.27%); first-place placements: 0 (0.00%).

Wording about the company: 104 positive, 3 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 95.3%. The net framing score was 0.97 (defined in Methodology).

5 mentions had no recorded recommendation. Of recorded recommendations, 33.33% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Honeybee Health's mention count rose from 100 to 107, while its recommendation count rose from 88 to 102. The recommendation rate was 13.71% and 18.82% respectively.

Honeybee Health has a very high recommendation-to-mention ratio: nearly all of its appearances carried an endorsement. That ratio rests on a modest mention base, so it should be read with that qualification. Its placements are shortlist positions only, with no first-place results recorded. Wording was almost entirely positive.

Both mentions and recommendations rose from the prior month, and the recommendation rate increased. The samples differ between months.

Capsule

Questions This Section Answers

• What do the November 2026 AI answer results show about Capsule mentions, recommendations and placement?

Capsule ranks 9 by recommendation count. Mentions: 107 (19.74%); recommendations: 87 (16.05%). Top 3 placements: 38 (7.01%); first-place placements: 7 (1.29%).

Wording about the company: 87 positive, 20 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 81.3%. The net framing score was 0.81 (defined in Methodology).

20 mentions had no recorded recommendation. Of recorded recommendations, 43.68% were Top 3 and 8.05% were first-place.

From October 2026 to November 2026, Capsule's mention count rose from 93 to 107, while its recommendation count rose from 79 to 87. The recommendation rate was 12.31% and 16.05% respectively.

Capsule appears in a smaller share of the recorded answers than the leading companies, and most of its appearances include an affirmative endorsement. Shortlist placements account for under half its recommendations, and first-place results are few. Wording was mostly positive, with some neutral mentions and none negative.

Both its mention count and its recommendation count rose from the prior month, and the recommendation rate was higher in the later sample. The recorded comparison does not establish why.

PillPack (Amazon Pharmacy)

Questions This Section Answers

• What do the November 2026 AI answer results show about PillPack (Amazon Pharmacy) mentions, recommendations and placement?

PillPack (Amazon Pharmacy) ranks 10 by recommendation count. Mentions: 115 (21.22%); recommendations: 85 (15.68%). Top 3 placements: 52 (9.59%); first-place placements: 10 (1.85%).

Wording about the company: 96 positive, 19 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 73.9%. The net framing score was 0.83 (defined in Methodology).

30 mentions had no recorded recommendation. Of recorded recommendations, 61.18% were Top 3 and 11.76% were first-place.

From October 2026 to November 2026, PillPack (Amazon Pharmacy)'s mention count rose from 99 to 115, while its recommendation count rose from 74 to 85. The recommendation rate was 11.53% and 15.68% respectively.

PillPack (Amazon Pharmacy) carries a high recommendation-to-mention ratio, with most endorsements in shortlist positions and a smaller share at first place. Wording was largely positive, with the rest neutral.

Both mentions and recommendations rose from the prior month, and the recommendation rate increased. Because monthly samples differ, the shift is a recorded result rather than an explained one.

Earlier ranking snapshot context

Questions This Section Answers

• How do the available Online Pharmacies snapshots from July 2026 to November 2026 differ in recommendation coverage and measurement scope?

Only months with verified results are shown. Monthly sample coverage is listed in Methodology.

The monthly snapshots come from separate answer samples, so counts and rates are not directly interchangeable across months. A company's rank can move because its own recorded results changed, because other companies' results changed, or both.

Smaller answer totals in a given month do not establish why any company's counts or rates moved. The comparisons show recorded change only, without attributing cause.

What the November Rankings Show

These sections answer different questions. Reach asks how often a company appeared; recommendation asks how often an answer affirmatively endorsed it; placement asks where within an endorsement it landed; framing asks how the wording was classified. None of these substitutes for another.

A company can appear widely yet be endorsed less often, or be endorsed consistently on a narrower base. Placement is nested inside recommendation, so shortlist and first-place figures refine rather than add to the endorsement count. Framing describes wording, not customer sentiment or company quality.

The monthly comparisons show recorded shifts across separate samples. They do not establish why counts or rates changed, nor do they demonstrate improvement, loss of standing or the effect of any intervention.

Methodology

Questions This Section Answers

• How were the November 2026 Online Pharmacies AI visibility measures counted, and what do they not establish?

This benchmark has partial coverage: 2 of 3 planned question categories contributed usable observations; 1 contributed none. This describes question-category coverage, not demonstrated platform outages. Findings apply to the available answer set.

The month in the title is the reporting period. The exact dates when the original AI answers were collected have not been verified.

Each company is counted at most once in each answer that meets the benchmark rules. A recommendation requires both an affirmative endorsement and positive wording. Mention, recommendation, Top 3 and first-place rates use the full benchmark answer total. Top 3 and first-place results are included within recommendations, not added to them.

The recommendation-to-mention ratio divides recommendations by mentions. It describes AI answer wording, not customer conversion. Net framing is positive minus negative mentions, divided by all mentions, on a scale from -1 to +1. It does not measure customer satisfaction or company quality.

Market: US; 10 tracked companies. AI services represented: ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity.

Research screening totals (answer observations can include repeated questions):

The source does not provide a reader-facing definition of “reserved”; that screening label is reported without inferring a reason for exclusion. Only the included benchmark answers form the rate denominator.

One answer can mention or recommend several companies. Adding company totals would therefore count some answers more than once. The results describe the AI answers reviewed, not independently verified facts about the companies or their products.

Monthly sample coverage:

July 2026 measured a different set of companies, so it is excluded from this comparison. August 2026 measured a different set of companies, so it is excluded from this comparison.

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

Coverage is partial: only some planned question categories contributed usable answers, and findings apply to that available set. The reporting month labels the period, but exact collection dates were not verified. Each company is counted at most once per qualifying answer, and one answer can mention or recommend several companies.

Rates use the full benchmark answer total, and placement results are included within recommendations. The recommendation-to-mention ratio and net framing describe answer wording, not customers, sales or company quality. Monthly samples differ, so comparisons show recorded change without explaining it.