Health Insurance AI Visibility Ranking Trends - November 2026

Answer capsule

The November 2026 Health Insurance benchmark compares 10 companies across 513 AI answers that met its inclusion rules. Blue Cross Blue Shield leads with 262 recommendations (51.07% of answers). At least one tracked company was recommended in 316 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 Health Insurance

Industry leaderboard

Questions This Section Answers

• How do Health Insurance 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 reach: a company can appear in many answers without being endorsed in most of them. Ties in recommendation counts would share a rank, so adjacent positions should not be read as a strict ordering unless the printed counts differ.

Mentions, recommendations, shortlist placements and first-place placements answer separate questions. Placements are nested inside recommendations rather than added to them, and recommendation rates use the full answer total. Reading the columns together shows whether a company's standing rests on broad appearance or on concentrated endorsement.

Key findings

Tracked-company answer coverage

Questions This Section Answers

• How often did the November 2026 Health Insurance answer sample recommend any tracked company?

316 distinct answers recommended at least one tracked company. Counting each company recommendation separately gives 1726, 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 a portion recommended one. Because a single answer can recommend several companies, the sum of company recommendations exceeds the number of answers carrying any recommendation. That overlap is expected and does not indicate market dominance.

Answers without a tracked recommendation are not empty of advice; they may have named companies outside this comparison. Coverage therefore describes the presence of the tracked set within these answers, not the whole universe of options an answer might surface.

Reach and affirmative recommendation

Blue Cross Blue Shield ranks 1 by recommendation count. Mentions: 491 (95.71%); recommendations: 262 (51.07%). Top 3 placements: 219 (42.69%); first-place placements: 56 (10.92%).

Wording about the company: 287 positive, 204 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 53.4%. The net framing score was 0.58 (defined in Methodology).

229 mentions had no recorded recommendation. Of recorded recommendations, 83.59% were Top 3 and 21.37% were first-place.

Blue Cross Blue Shield leads on recommendation count, but its mentions far outnumber its recommendations. Appearance and endorsement are distinct measurements: being named in an answer does not mean the answer endorsed the company. The gap between the two is the space where framing and placement operate.

A recommendation-to-mention ratio summarizes how often appearance coincided with endorsement in the recorded answers. It is not a conversion rate and says nothing about customers. Where bases are small, a strong ratio should be read cautiously rather than as a stable property.

Recommendation order and placement

Placement describes where a recommended company sat within an answer's ordering. Shortlist placements are a subset of recommendations, and first-place placements are a subset of shortlist placements, so these figures should never be summed or treated as separate wins. A company with many recommendations can still have few first-place appearances.

Ordering reflects how the recorded answers were phrased, not a measured preference among consumers. Companies with zero first-place placements are measured results, not missing data.

Classified framing in context

Framing classifies the wording attached to each mention as positive, neutral or negative. It is a description of language in the selected answers, not a reputation score, customer sentiment measure or judgment of company quality. Neutral wording is common and does not imply criticism.

Net framing combines positive and negative mentions on a bounded scale. A high value means relatively favorable wording appeared more often than unfavorable wording in these answers; it does not explain why an answer recommended a company or withheld a recommendation.

Company results in detail

Blue Cross Blue Shield

Questions This Section Answers

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

Blue Cross Blue Shield ranks 1 by recommendation count. Mentions: 491 (95.71%); recommendations: 262 (51.07%). Top 3 placements: 219 (42.69%); first-place placements: 56 (10.92%).

Wording about the company: 287 positive, 204 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 53.4%. The net framing score was 0.58 (defined in Methodology).

229 mentions had no recorded recommendation. Of recorded recommendations, 83.59% were Top 3 and 21.37% were first-place.

From October 2026 to November 2026, Blue Cross Blue Shield's mention count rose from 457 to 491, while its recommendation count fell from 319 to 262. The recommendation rate was 65.37% and 51.07% respectively.

Blue Cross Blue Shield holds the top recommendation count, supported by near-universal mention across the answers. Its endorsements are frequently placed on the shortlist, though first-place appearances are a smaller share of its recommendations. Wording is positive or neutral, with no negative mentions recorded.

Between the two reported months, mentions rose while recommendations and the recommendation rate fell. That recorded shift is a comparison of separate answer samples; it does not establish a cause or a change in standing.

Kaiser Permanente

Questions This Section Answers

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

Kaiser Permanente ranks 2 by recommendation count. Mentions: 429 (83.63%); recommendations: 251 (48.93%). Top 3 placements: 202 (39.38%); first-place placements: 167 (32.55%).

Wording about the company: 288 positive, 141 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 58.5%. The net framing score was 0.67 (defined in Methodology).

178 mentions had no recorded recommendation. Of recorded recommendations, 80.48% were Top 3 and 66.53% were first-place.

From October 2026 to November 2026, Kaiser Permanente's mention count rose from 399 to 429, while its recommendation count fell from 271 to 251. The recommendation rate was 55.53% and 48.93% respectively.

Kaiser Permanente ranks second on recommendations and stands out for how often its endorsements land in first place, a large share of its recommended appearances. Mentions are broad and wording is uniformly positive or neutral. Its recommendation-to-mention ratio is comparatively high.

Mentions increased across the two reported months while recommendations and the recommendation rate declined. The samples differ between months, so the comparison describes recorded results rather than demonstrating why the counts moved.

UnitedHealthcare Vision

Questions This Section Answers

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

UnitedHealthcare Vision ranks 3 by recommendation count. Mentions: 419 (81.68%); recommendations: 217 (42.30%). Top 3 placements: 153 (29.82%); first-place placements: 71 (13.84%).

Wording about the company: 244 positive, 174 neutral, 1 negative mentions. The proportion of mentions that also included a recommendation was 51.8%. The net framing score was 0.58 (defined in Methodology).

202 mentions had no recorded recommendation. Of recorded recommendations, 70.51% were Top 3 and 32.72% were first-place.

From October 2026 to November 2026, UnitedHealthcare Vision's mention count rose from 392 to 419, while its recommendation count fell from 226 to 217. The recommendation rate was 46.31% and 42.30% respectively.

UnitedHealthcare Vision combines wide mention with a substantial recommendation count, and a meaningful portion of its endorsements reach first place. Wording is overwhelmingly positive or neutral, with a single negative mention recorded. Its recommendation-to-mention ratio sits near the middle of the tracked set.

Mentions rose between the reported months while recommendations and the recommendation rate eased. Because the monthly answer samples are separate, this is a recorded comparison and not evidence of a cause.

Ambetter (Centene)

Questions This Section Answers

• What do the November 2026 AI answer results show about Ambetter (Centene) mentions, recommendations and placement?

Ambetter (Centene) ranks 4 by recommendation count. Mentions: 381 (74.27%); recommendations: 167 (32.55%). Top 3 placements: 55 (10.72%); first-place placements: 9 (1.75%).

Wording about the company: 181 positive, 200 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 43.8%. The net framing score was 0.48 (defined in Methodology).

214 mentions had no recorded recommendation. Of recorded recommendations, 32.93% were Top 3 and 5.39% were first-place.

From October 2026 to November 2026, Ambetter (Centene)'s mention count rose from 315 to 381, while its recommendation count fell from 174 to 167. The recommendation rate was 35.66% and 32.55% respectively.

Ambetter appears in a large share of answers but is recommended in fewer than half of its mentions, and first-place appearances are rare relative to its recommendation total. Wording leans positive or neutral with no negative mentions. The profile is one of broad visibility paired with modest endorsement depth.

Mentions increased across the two reported months while recommendations and the recommendation rate declined slightly. The comparison reflects separate samples and does not explain the movement.

Aetna Vision Preferred

Questions This Section Answers

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

Aetna Vision Preferred ranks 5 by recommendation count. Mentions: 356 (69.40%); recommendations: 162 (31.58%). Top 3 placements: 72 (14.04%); first-place placements: 1 (0.19%).

Wording about the company: 175 positive, 178 neutral, 3 negative mentions. The proportion of mentions that also included a recommendation was 45.5%. The net framing score was 0.48 (defined in Methodology).

194 mentions had no recorded recommendation. Of recorded recommendations, 44.44% were Top 3 and 0.62% were first-place.

From October 2026 to November 2026, Aetna Vision Preferred's mention count rose from 300 to 356, while its recommendation count fell from 166 to 162. The recommendation rate was 34.02% and 31.58% respectively.

Aetna Vision Preferred shows moderate reach and recommendation counts, with shortlist placements forming a notable share of its endorsements but first-place appearances almost absent. Wording is mostly positive or neutral, with a few negative mentions recorded. Its recommendation-to-mention ratio is mid-range.

Mentions rose between the reported months while recommendations and the recommendation rate dipped. That recorded change should be read as a comparison of distinct answer samples, not as a causal finding.

Cigna

Questions This Section Answers

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

Cigna ranks 6 by recommendation count. Mentions: 361 (70.37%); recommendations: 153 (29.82%). Top 3 placements: 22 (4.29%); first-place placements: 2 (0.39%).

Wording about the company: 165 positive, 190 neutral, 6 negative mentions. The proportion of mentions that also included a recommendation was 42.4%. The net framing score was 0.44 (defined in Methodology).

208 mentions had no recorded recommendation. Of recorded recommendations, 14.38% were Top 3 and 1.31% were first-place.

From October 2026 to November 2026, Cigna's mention count rose from 301 to 361, while its recommendation count fell from 159 to 153. The recommendation rate was 32.58% and 29.82% respectively.

Cigna records wide mention but comparatively shallow endorsement: recommendations are a smaller share of its appearances, and first-place placements are rare. Wording is largely positive or neutral, with a small number of negative mentions. Its recommendation-to-mention ratio is among the lower ones in the tracked set.

Mentions increased across the reported months while recommendations and the recommendation rate declined. The samples differ, so the shift is descriptive rather than explanatory.

Oscar Health

Questions This Section Answers

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

Oscar Health ranks 7 by recommendation count. Mentions: 222 (43.27%); recommendations: 149 (29.04%). Top 3 placements: 54 (10.53%); first-place placements: 3 (0.58%).

Wording about the company: 167 positive, 55 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 67.1%. The net framing score was 0.75 (defined in Methodology).

73 mentions had no recorded recommendation. Of recorded recommendations, 36.24% were Top 3 and 2.01% were first-place.

From October 2026 to November 2026, Oscar Health's mention count fell from 228 to 222, while its recommendation count fell from 183 to 149. The recommendation rate was 37.50% and 29.04% respectively.

Oscar Health has the narrowest mention base among the tracked companies yet a comparatively high recommendation-to-mention ratio, meaning endorsement frequently accompanied appearance. Wording is strongly positive or neutral with no negative mentions. Shortlist placements are a modest share of its recommendations.

Both mentions and recommendations fell between the reported months, and the recommendation rate declined as well. This is a recorded comparison of separate samples and does not establish why the counts changed.

Molina Healthcare

Questions This Section Answers

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

Molina Healthcare ranks 8 by recommendation count. Mentions: 257 (50.10%); recommendations: 141 (27.49%). Top 3 placements: 41 (7.99%); first-place placements: 1 (0.19%).

Wording about the company: 152 positive, 102 neutral, 3 negative mentions. The proportion of mentions that also included a recommendation was 54.9%. The net framing score was 0.58 (defined in Methodology).

116 mentions had no recorded recommendation. Of recorded recommendations, 29.08% were Top 3 and 0.71% were first-place.

From October 2026 to November 2026, Molina Healthcare's mention count rose from 211 to 257, while its recommendation count fell from 147 to 141. The recommendation rate was 30.12% and 27.49% respectively.

Molina Healthcare shows moderate reach with a recommendation-to-mention ratio above the midpoint of the tracked set. Shortlist placements form a smaller share of its endorsements, and first-place appearances are rare. Wording is mostly positive or neutral, with a few negative mentions recorded.

Mentions rose across the reported months while recommendations and the recommendation rate declined. The monthly samples are separate, so the comparison describes recorded results without identifying a cause.

Humana Vision

Questions This Section Answers

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

Humana Vision ranks 9 by recommendation count. Mentions: 301 (58.67%); recommendations: 134 (26.12%). Top 3 placements: 37 (7.21%); first-place placements: 0 (0.00%).

Wording about the company: 150 positive, 151 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 44.5%. The net framing score was 0.50 (defined in Methodology).

167 mentions had no recorded recommendation. Of recorded recommendations, 27.61% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Humana Vision's mention count rose from 252 to 301, while its recommendation count rose from 133 to 134. The recommendation rate was 27.25% and 26.12% respectively.

Humana Vision records moderate mention and recommendation counts, with shortlist placements a modest share of its endorsements and no first-place appearances in the recorded answers. Wording is evenly split between positive and neutral, with no negative mentions. Its recommendation-to-mention ratio is below the midpoint.

Mentions increased between the reported months while recommendations held nearly level and the recommendation rate eased. The comparison reflects separate answer samples and does not explain the movement.

Elevance Health

Questions This Section Answers

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

Elevance Health ranks 10 by recommendation count. Mentions: 278 (54.19%); recommendations: 90 (17.54%). Top 3 placements: 58 (11.31%); first-place placements: 0 (0.00%).

Wording about the company: 99 positive, 179 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 32.4%. The net framing score was 0.36 (defined in Methodology).

188 mentions had no recorded recommendation. Of recorded recommendations, 64.44% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Elevance Health's mention count rose from 245 to 278, while its recommendation count rose from 89 to 90. The recommendation rate was 18.24% and 17.54% respectively.

Elevance Health has the lowest recommendation count in the tracked set and the lowest recommendation-to-mention ratio, despite moderate mention. Shortlist placements form a large share of its relatively few endorsements, but no first-place appearances were recorded. Wording is predominantly neutral, with fewer positive mentions and none negative.

Mentions rose across the reported months while recommendations held nearly level and the recommendation rate eased slightly. This is a recorded comparison of distinct samples, not a causal account.

Earlier ranking snapshot context

Questions This Section Answers

• How do the available Health Insurance 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 earlier snapshot places the two months side by side as separate selected samples of AI answers. Counts, rates and ranks are shown together because a company's recommendation count can move while its rate moves differently, depending on the answer total. Rank changes between months should be read against the printed counts rather than assumed to reflect stable ordering.

The samples differ between months, and the comparison shows how recorded results changed without establishing why. Smaller or larger answer totals do not by themselves explain a company's movement.

What the November Rankings Show

The November results answer several different questions at once. Reach asks how often a company appeared; recommendation asks whether an answer affirmatively endorsed it; placement asks where an endorsement sat within the answer's ordering; framing asks how the wording was classified. A company can be prominent on one measure and modest on another, which is why the columns are read together rather than collapsed into a single verdict.

These are descriptions of recorded AI answers, not surveys of customers or verified product facts. Recommendation-to-mention ratios and framing scores characterize wording in the selected answers and do not establish why endorsements occurred or what they imply about company quality.

Methodology

Questions This Section Answers

• How were the November 2026 Health Insurance 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. September 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 observations, and findings apply to the available answer 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 placements are nested within recommendations rather than added to them.

Recommendation-to-mention ratios and net framing describe answer wording, not customer conversion, satisfaction or company quality. One answer can name several companies, so company totals overlap. Monthly samples differ, and comparisons show recorded change without establishing its cause.