Teladoc Health AI Market Strategy Report - Online Doctors

Answer Capsule

Teladoc Health is the strongest recommendation-stage performer in the September 2026 Online Doctors benchmark, holding the highest top-three rate at 30.92% and the highest rank-one rate at 23.36% across the tracked set. Its valid recommendation coverage of 38.32% ranks second behind Sesame's 42.35%, but Teladoc Health converts its presence into first-position recommendations far more effectively than any competitor. The clearest win is placement quality: where Teladoc Health appears, it appears at the top. The clearest weakness is that its coverage sits below the category leader despite superior placement. The clearest opportunity is converting its rank-one strength into broader shortlist coverage across the full qualified observation set.

Who This Report Is For

This report is for telehealth category leaders, brand strategists, and growth teams evaluating how AI search and assistant surfaces recommend online doctor brands, and where Teladoc Health sits relative to Sesame, Doctor on Demand, PlushCare, and the broader tracked set.

Report Card

Executive Summary

Teladoc Health enters September 2026 as the benchmark's strongest placement performer. The LLM Authority Index AI Market Discovery Index shows Teladoc Health with a 30.92% top-three recommendation rate and a 23.36% rank-one rate, both the highest among the ten tracked online doctor brands. Its valid recommendation coverage of 38.32% ranks second, behind Sesame at 42.35% and ahead of Doctor on Demand at 35.80%.

The gap between Teladoc Health's coverage rank and its placement rank is the defining feature of its position. Sesame holds the coverage lead but converts that coverage into first-position recommendations only 6.89% of the time. Teladoc Health converts 23.36% of qualified observations into rank-one recommendations, more than three times Sesame's rate. This means that when AI systems recommend an online doctor brand, Teladoc Health is the most likely to appear first.

Teladoc Health's raw mention presence rate of 66.55% is the highest in the tracked set, ahead of Doctor on Demand at 61.68% and Sesame at 59.83%. The brand appeared in 396 of 595 qualified observations. Its valid recommendation count of 228 ranks second behind Sesame's 252, but its rank-one count of 139 is more than three times Sesame's 41.

The strongest platform signal for Teladoc Health is Google AI Mode, where it recorded a 37.21% top-three rate and a 25.58% rank-one rate across 172 observations. Copilot also showed strong placement, with a 32.89% rank-one rate. The weakest platform signal is Perplexity, where Teladoc Health recorded a 24.32% top-three rate across only 37 observations, a sample too small for confident conclusions.

The clearest gap is coverage relative to placement. Teladoc Health's 38.32% valid recommendation coverage trails Sesame's 42.35% by 4.03 percentage points, even though Teladoc Health outperforms Sesame on both top-three and rank-one rates. The brand is recommended less often overall but recommended first more often when it appears. Closing the coverage gap while maintaining placement strength is the central strategic question.

Net sentiment for Teladoc Health stands at 0.6793, with 272 positive mentions, 121 neutral mentions, and 3 negative mentions across 396 total mentions. The sentiment score is solid but below Sesame's 0.7921 and PlushCare's 0.7945, suggesting that while Teladoc Health is recommended prominently, the framing around it is more measured than the category's sentiment leaders.

What Teladoc Health Is Winning

Questions This Section Answers

• Which placement metrics does Teladoc Health lead in the September 2026 Online Doctors benchmark?
• How does Teladoc Health's placement strength hold up across Google AI Mode and Copilot?

Teladoc Health holds the strongest placement position in the Online Doctors benchmark. Its rank-one rate of 23.36% is the highest in the tracked set, more than three times Sesame's 6.89% and more than five times PlushCare's 4.37%. Its top-three rate of 30.92% is also the highest, ahead of Doctor on Demand at 23.19% and Sesame at 22.35%.

The brand's raw mention presence rate of 66.55% leads the category. Teladoc Health appeared in 396 of 595 qualified observations, ahead of Doctor on Demand at 367 and Sesame at 356. This presence advantage gives Teladoc Health more opportunities to convert mentions into recommendations than any competitor.

Teladoc Health's average recommended rank of 1.65 is the strongest in the benchmark. When the brand receives rank-eligible recommendations, it appears at or near the top of the list. Sesame's average recommended rank is 2.75, and Doctor on Demand's is 2.60. The gap between Teladoc Health and the next-best brand on this metric is substantial.

The brand recorded only 3 negative mentions across 396 total mentions, a negative visibility rate of 0.76%. This is the lowest negative rate among brands with meaningful presence. The framing around Teladoc Health in AI-generated recommendations is overwhelmingly positive or neutral.

On Google AI Mode, Teladoc Health recorded a 25.58% rank-one rate and a 37.21% top-three rate across 172 observations. On Copilot, the brand recorded a 32.89% rank-one rate across 76 observations. These platform-level results confirm that Teladoc Health's placement strength is not isolated to a single surface.

Where Teladoc Health Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does Teladoc Health trail Sesame on valid recommendation coverage despite leading on top-three and rank-one rates?
• Which platform and sentiment gaps could limit Teladoc Health's AI visibility?
• Which buyer question clusters remain unmeasured for Teladoc Health in this benchmark?

Teladoc Health's primary gap is coverage relative to its placement strength. The brand holds the highest top-three and rank-one rates in the benchmark but ranks second on valid recommendation coverage at 38.32%, behind Sesame at 42.35%. This means Teladoc Health is recommended first more often than any competitor, but it is not recommended at all in a larger share of qualified observations than Sesame.

The coverage gap is most visible when comparing the two brands' recommendation counts. Sesame recorded 252 valid recommendations in September 2026, while Teladoc Health recorded 228. The 24-recommendation difference represents observations where Sesame received recommendation credit and Teladoc Health did not. Given Teladoc Health's superior placement metrics, closing this coverage gap would likely translate directly into additional rank-one recommendations.

Perplexity represents a platform-level gap. Teladoc Health recorded a 24.32% top-three rate on Perplexity across 37 observations, compared to its 37.21% top-three rate on Google AI Mode across 172 observations. The Perplexity sample is small, but the lower placement rate suggests the brand may not be as strongly positioned on that surface.

The sentiment gap is narrower but present. Teladoc Health's net sentiment score of 0.6793 trails Sesame at 0.7921 and PlushCare at 0.7945. While Teladoc Health's framing is positive, competitors with lower coverage and placement metrics are generating more favorable framing in the observations where they appear. This suggests an opportunity to strengthen the qualitative attributes AI systems associate with the brand.

The benchmark's qualified observations all fell into the Brand Recommendation cluster in September 2026. The Pricing and Value and Multi-Brand Comparison clusters recorded zero qualified observations across all three months of the series. This means the benchmark cannot yet measure how Teladoc Health performs when buyers ask about cost, insurance, or head-to-head comparisons. Those remain open questions.

Biggest Opportunity

Questions This Section Answers

• How many additional recommendations would Teladoc Health need to close its coverage gap to Sesame?
• What explains the gap between Teladoc Health's mention presence and its recommendation coverage?

Teladoc Health's clearest opportunity is converting its placement strength into broader recommendation coverage. The brand already ranks first more often than any competitor when it receives recommendation credit. The gap is in observations where it receives no recommendation credit at all.

Closing the 4.03-point coverage gap to Sesame would require Teladoc Health to earn recommendation credit in approximately 24 additional qualified observations. Given the brand's 23.36% rank-one rate, a meaningful share of those additional recommendations would likely land in the top position. This would compound Teladoc Health's existing placement advantage.

The path to closing the coverage gap runs through the prompt and citation layers. The benchmark shows Teladoc Health is present in 66.55% of qualified observations but recommended in only 38.32%. The 28.23-point difference between presence and recommendation coverage represents observations where the brand is mentioned but not shortlisted. Understanding which prompt types and source patterns drive those mentions without recommendations is the first step.

Competitive Landscape

Questions This Section Answers

• How does Teladoc Health's rank-one rate compare with Doctor on Demand, Sesame, and PlushCare?
• What separates Teladoc Health's average recommended rank from the rest of the tracked brands?

Teladoc Health holds the strongest recommendation-stage position in the Online Doctors category, leading on both top-three and rank-one rates. Sesame leads on valid recommendation coverage, while Doctor on Demand and PlushCare sit well behind on rank-one conversion.

Average recommended rank covers rank-eligible recommendations only.

Teladoc Health's position at the top of the table reflects its category-leading placement metrics. The brand's rank-one rate of 23.36% is more than three times the rate of the next-highest brands, Doctor on Demand and Sesame, both at 6.89%. Its average recommended rank of 1.65 is the only average below 2.00 in the tracked set.

Prompt Evidence

Google AI Mode / Brand Recommendation Prompt: "Which online doctors are legit?" Result: Teladoc Health appeared in the top three in 37.21% of Google AI Mode observations and ranked first in 25.58%, the strongest platform-level placement in the benchmark.

Copilot / Brand Recommendation Prompt: "Can I speak to a doctor for free online?" Result: Teladoc Health recorded a 32.89% rank-one rate on Copilot across 76 observations, indicating strong first-position conversion on that surface.

Perplexity / Brand Recommendation Prompt: "online doctor" Result: Teladoc Health recorded a 24.32% top-three rate on Perplexity across 37 observations, lower than its Google AI Mode and Copilot placement rates.

ChatGPT / Brand Recommendation Prompt: "virtual doctor" Result: Teladoc Health recorded a 29.41% top-three rate and a 21.57% rank-one rate on ChatGPT across 51 observations, consistent with its overall placement strength.

What CiteWorks Studio Would Do Next

Phase 1: AI Market Discovery Audit Map Teladoc Health's prompt-level recommendation patterns across all six tracked platforms, identifying which prompt types drive rank-one recommendations and which drive mentions without recommendation credit.

Phase 2: Recommendation Readiness Plan Prioritize the 28.23-point gap between presence and recommendation coverage, focusing on prompt clusters where Teladoc Health is mentioned but not shortlisted.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned content to ensure AI systems can retrieve clear, structured answers about Teladoc Health's services, specialties, and differentiators.

Phase 4: Citation and Authority Layer Development Analyze which external sources AI systems cite when recommending Teladoc Health versus competitors, and build the public evidence layer that supports recommendation-stage visibility.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Teladoc Health's coverage, top-three rate, rank-one rate, and sentiment against the benchmark to measure progress and adjust strategy.

Why This Matters

AI presence alone is not enough. Teladoc Health appears in 66.55% of qualified observations, but it receives recommendation credit in only 38.32%. The 28.23-point gap represents buyers who see Teladoc Health mentioned but do not see it recommended. In a category where AI systems are increasingly shaping the buyer shortlist, that gap is a commercial risk.

The next move is targeted correction of the prompt, page, and citation layers. Teladoc Health already has the strongest placement metrics in the benchmark. Closing the coverage gap would compound that advantage, ensuring the brand is not just recommended first when it appears, but recommended more often across the full range of high-intent prompts.

Core Metrics

Sentiment Score

Questions This Section Answers

• What does Teladoc Health's 0.6793 sentiment score reveal about how AI systems frame the brand?
• Why can't Teladoc Health's 396 mentions be treated as recommendation wins?

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

Teladoc Health's sentiment score is 0.6793. This is calculated from 272 positive mentions, 121 neutral mentions, and 3 negative mentions across 396 total mentions.

The sentiment score matters because unclassified mention counts are misleading. A brand with 396 mentions could appear strong on a raw presence metric, but if those mentions are neutral references rather than positive recommendations, the brand is not actually winning the buyer shortlist. 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. Teladoc Health's 121 neutral mentions represent observations where the brand appeared but was not framed as a strong recommendation. Its 3 negative mentions are minimal but present. Counting all 396 mentions as wins would overstate the brand's position.

Classified sentiment is required before interpreting AI visibility. Teladoc Health's 0.6793 score indicates that the majority of its mentions are positive, but the brand trails Sesame (0.7921) and PlushCare (0.7945) on framing quality. Improving the qualitative attributes AI systems associate with Teladoc Health is a separate opportunity from increasing recommendation coverage.

Sentiment by Platform

Questions This Section Answers

• On which platforms is Teladoc Health recommended with the strongest positive framing?
• Where is Teladoc Health present but not recommendation-led?

Methodology

1. This report is a benchmark-based analysis of Teladoc Health's AI recommendation visibility in the Online Doctors category, using data from the LLM Authority Index AI Market Discovery Index for September 2026.
2. The reporting window covers September 2026, with baseline comparisons to July 2026 and August 2026 where available.
3. Six AI search and assistant surface families were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. All six families were represented in the qualified observation set.
4. The September 2026 benchmark produced 595 qualified observations from an initial collection of 800 prompt-surface observations. The qualification process removed 114 irrelevant observations and 91 reserved observations.
5. The competitor universe includes ten tracked brands: Amwell, Doctor on Demand, HealthTap, K Health, Lemonaid Health, LiveHealth Online, MDLive, PlushCare, Sesame, and Teladoc Health.
6. Three public high-intent clusters were defined for the benchmark: Best Online Doctors and Top Telehealth Services (C01), Online Doctor Comparisons and Alternatives (C02), and Online Doctor Pricing, Cost and Insurance (C03). All 595 qualified observations fell into the C01 cluster in September 2026.
7. Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources for each observation.
8. A mention is defined as any observation where the brand appears in the AI-generated response, regardless of whether the brand is recommended.
9. A valid recommendation is defined as an observation where the brand receives explicit recommendation credit, as marked by the dataset. Negative, neutral, cautionary, comparison-anchor, and listed-only mentions are not counted as valid recommendations.
10. Brand-level percentages use the 595 qualified observations as the public denominator, not the 800-prompt raw collection.
11. The benchmark does not measure market share, attributable sales, every possible AI response, organic-search ranking, social mention volume, private or sponsored channels, or causality from a metric movement alone.
12. Movements in coverage or placement reflect observed changes in AI-generated outputs across the tested surfaces during the measurement window.

See Where Teladoc Health Stands in AI Recommendations

The LLM Authority Index AI Market Discovery Index provides category-level benchmarks for AI recommendation visibility. A company-level Authority Index can show how Teladoc Health performs at the prompt, platform, and citation level, identifying the specific levers that drive recommendation outcomes.