Index › HR › Onboarding and employee experience › Employee wellbeing › Enterprise · September 2026 Edition
Employee wellbeing and mental health for enterprise buyers
Asked as “employee wellbeing platform”, and as “mental health benefit for employees”, on behalf of an enterprise B2B company. 41 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
27%
Contested · Lyra Health 15%
27Personify Health15Lyra Health15Spring Health44others
27% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All ten head-to-head pages: the top five products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07H08
09
10L11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Personify Health27%
Personify Health27%02Lyra Health15%
Lyra Health15%03Spring Health15%
Spring Health15%04Wellable10%
Wellable10%05CoreHealth10%
CoreHealth10%06Wellhub7%
Wellhub7%07Modern Health5%
Modern Health5%08Headspace for Employers2%
09Unmind0%
Unmind0%10Wellness3600%
Wellness3600%11Limeade0%
12Calm Health0%
Calm Health0%What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Headspace for Employers
24%
5 of 21 labels negative · 3 of 12 models · 1 hard negative
“Headspace Health / Ginger ⚠️ High Caution - Major layoffs ... Privacy concerns” Kimi K2, negative prompt
Welltok
100%
2 of 2 labels negative · 2 of 12 models · 2 hard negative
“suffered a massive MOVEit-related data breach in 2023 affecting millions ... Require third-party security audit & proof of remediation before any discussion” DeepSeek V4 Flash, negative prompt
GoPivot
25%
2 of 8 labels negative · 2 of 12 models · 1 hard negative
“Avoid engagement-based (e.g., GoPivot's $0.01/point—unpredictable at scale)” Grok 4.20, budget prompt
Personify Health5%
2 of 43 labels negative · 2 of 12 models · 1 hard negative
“The ransomware group listed Virgin Pulse as a victim; the scope of exfiltrated data is still unverified.” MiniMax M2.5, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
63 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 979 links across 309 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Guideflow36 answers · 54 citations · 11 models
36 answers · 47 citations · 12 models
28 answers · 30 citations · 9 models
vendor site · Gartner27 answers · 46 citations · 11 models
21 answers · 31 citations · 10 models
vendor site · Vantage Fit20 answers · 25 citations · 8 models
20 answers · 20 citations · 9 models
vendor site · Avidon Health16 answers · 17 citations · 8 models
vendor site · FirstHR14 answers · 14 citations · 9 models
14 answers · 14 citations · 7 models
vendor site · Wellics13 answers · 13 citations · 6 models
vendor site · G212 answers · 20 citations · 6 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
34 answers · 10 models
29 answers · 11 models
27 answers · 11 models
26 answers · 9 models
20 answers · 10 models
17 answers · 9 models
16 answers · 10 models
14 answers · 11 models
14 answers · 9 models
14 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employee wellbeing platform”, “employee wellbeing platform”, “wellbeing platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Personify Health personifyhealth.com | 27% | 58 | 49,500 | 472 | 66,193 | 14 | ||
| Lyra lyrahealth.com Lyra Health 15% | 15% | 45 | 27,100 | 387 | 119,492 | 78 | ||
| Spring Health springhealth.com | 15% | 49 | 60,500 | 1,464 | 141,543 | 48 | ||
| Wellable wellable.co | 10% | 125 | 5,400 | 64 | 36,813 | 3 | ||
| CoreHealth corehealth.global | 10% | 30 | 3,600 | 9 | 5,419 | 0 | 4 | |
| Wellhub wellhub.com | 7% | 79 | 33,100 | 660 | 718,542 | 120 | ||
| Modern Health modernhealth.com | 5% | 44 | 8,100 | 281 | 12,363 | |||
| Headspace for Employers headspace.com | 2% | 93 | 699,364 | 73 | ||||
| WellSteps wellsteps.com | 2% | 5 | 590 | 0 | 4,526 | $753 | 8 | 3 |
| Vantage Fit vantagefit.io | 2% | 65 | 110 | 2 | 3,994 | 6 | 9 |
Google's top ten for the three searches hold 23 sites; 3 of them are among the sites the models cited here (g2.com, gartner.com, vantagefit.io). The first result for “best employee wellbeing platform” is g2.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best employee wellbeing platform for an enterprise B2B company?”Paraphrase“Which mental health benefit for employees would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade wellbeing platforms and how do they differ?”Budget-constrained“What is the best employee wellbeing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an employee wellbeing platform. What should we look at?”Negative“Which wellbeing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5CoreHealthno first choiceChangedPersonify HealthWellableno first choicenothing named
Two alternatives
Personify Health, Wellness360Three alternatives
Reward Gateway, Unmind, YuLifeOne alternative
Personify HealthGPT-5.4 miniPersonify Health, Wellhubno first choiceChangedPersonify HealthReward Gatewayagainst: CalmSpaceno first choicenothing named
Four alternatives
CoreHealth, Enterprise Health, Reward Gateway, WellableFive alternatives
AdvantageClub.ai, Reward Gateway, Wellable, Wellhub, Wellness CoachOne alternative
Treo WellnessGemini 3.5 FlashPersonify HealthLyra HealthChangedagainst: Employee Assistance Programno first choicePersonify Healthno first choicenothing named
Five alternatives
Lyra Health, Spring Health, Wellable, Wellhub, YuLifeTwo alternatives
Modern Health, Spring HealthFour alternatives
Lyra Health, Modern Health, WellSteps, WellablePerplexity SonarPersonify HealthLyra Health, Spring HealthChangedLimeade, Personify HealthWellableagainst: CoreHealthno first choiceagainst: Limeade, Vantage Circle, Vitality, WebMD Health Services, WellRight
Six alternatives
CoreHealth, Headspace for Employers, Lyra Health, Modern Health, Spring Health, WellableTwo alternatives
Headspace for Employers, Modern HealthSix alternatives
CoreHealth, Headspace for Employers, Unmind, Vitality, Wellable, WellhubOne alternative
Personify HealthGrok 4.20Personify HealthLyra Health, Modern Health, Spring HealthChangedLyra Health, Spring HealthWellableagainst: GoPivotno first choicenothing named
Two alternatives
Wellable, WellhubThree alternatives
Modern Health, Personify Health, WellhubTwo alternatives
Personify Health, WellStepsMistral SmallPersonify Healthno first choiceChangedWellablePersonify Healthno first choiceagainst: Personify Health
One alternative
CoreHealthSeven alternatives
CoreHealth, Headspace for Employers, Limeade, Personify Health, Unmind, Wellhub, Wellness360Two alternatives
CoreHealth, WellableDeepSeek V4 FlashLyra Health, Spring Healthagainst: Headspace for EmployersLyra Health, Spring HealthHeldLyra HealthPersonify Healthagainst: Headspace for Employersno first choiceagainst: BetterHelp, Calm Health, Headspace for Employers, Wellhub, Welltok
Three alternatives
Personify Health, Unmind, WellableOne alternative
Headspace for EmployersEight alternatives
Headspace for Employers, Hinge Health, Maven Clinic, Modern Health, Personify Health, Spring Health, Wellable, WellhubTwo alternatives
Vantage Fit, WebMD Health ServicesLlama 4 Maverickno first choiceno first choiceHeldno first choiceCoreHealth, Personify Healthno first choicenothing named
Qwen 3.7 FlashGoPivotModern Health, Spring HealthChangedagainst: Headspace for EmployersPersonify HealthCoreHealthno first choicenothing named
Five alternatives
Lyra Health, Personify Health, Spring Health, Wellable, WellhubThree alternatives
Limeade, WellRight, YuLifeThree alternatives
Personify Health, Taction Software, WellStepsKimi K2Personify Health, WellhubHeadspace for EmployersChangedPersonify Health, UnmindWellSteps, Wellableagainst: Wellness360no first choiceagainst: Calm Health, Ginger, Headspace for Employers, Spring Health
Three alternatives
GoPivot, Lyra Health, WellableOne alternative
Lyra HealthFive alternatives
CoreHealth, GoPivot, Wellable, Wellhub, nilo.healthTwo alternatives
CoreHealth, Personify HealthGLM 4.7 FlashXCoreHealth, Wellhubno first choiceChangedno first choiceVantage Fitno first choicenothing named
Four alternatives
Lyra Health, Modern Health, Spring Health, Wellness360Two alternatives
WellSteps, WellableMiniMax M2.5no first choiceLyra Health, Spring HealthChangedLimeade, Personify HealthPersonify Healthagainst: GoPivotno first choiceagainst: Apple Health, Fitbit, Garmin, NeoLife, Personify Health, US Wellness, Welltok
Three alternatives
Wellics, Wellness360, YuMuuvFive alternatives
Calm Health, CoreHealth, Unmind, Wellable, WellhubFive alternatives
CalmSpace, Limeade, Modern Health, Unmind, WellableBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:45 | yes | 15 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:25 | yes | 2 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:53 | yes | 18 | 61 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 21:16 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:14 | yes | 30 | 21 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:12 | yes | 9 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 20:23 | yes | 24 | 69 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:26 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:21 | yes | 9 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:13 | yes | 12 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:02 | yes | 25 | 84 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:02 | yes | 5 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:22 | no | 0 | 6 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:45 | no | 0 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:57 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 19:23 | yes | 20 | 9 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:14 | yes | 15 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:43 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:47 | yes | 13 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:21 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:03 | no | 0 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:01 | yes | 15 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:50 | yes | 15 | 116 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:33 | yes | 9 | 49 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:50 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:57 | yes | 2 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:53 | yes | 15 | 55 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 19:17 | yes | 20 | 10 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:42 | yes | 26 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:45 | yes | 14 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:19 | yes | 27 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:56 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:23 | yes | 13 | 42 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:34 | yes | 16 | 56 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:20 | yes | 8 | 46 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:58 | yes | 14 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:36 | yes | 14 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:19 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:54 | yes | 15 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 18:48 | yes | 20 | 7 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:11 | yes | 15 | 16 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:30 | yes | 24 | 15 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:14 | yes | 27 | 26 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:53 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:49 | yes | 10 | 50 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:10 | yes | 10 | 45 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:28 | yes | 32 | 60 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:43 | yes | 20 | 57 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:23 | yes | 18 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:47 | yes | 4 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:54 | no | 0 | 35 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 21:25 | yes | 20 | 14 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:57 | yes | 25 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:39 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:08 | yes | 30 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:22 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:15 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:23 | yes | 15 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:40 | yes | 14 | 118 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:13 | yes | 9 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:24 | yes | 36 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:59 | yes | 5 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:28 | yes | 14 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 18:08 | yes | 20 | 9 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:04 | yes | 23 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:29 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 21:44 | yes | 27 | 87 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:22 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:45 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:27 | yes | 30 | 43 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:51 | yes | 22 | 45 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:44 | yes | 21 | 115 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Calm read as Calm Health
Calm Business read as Calm Health
Calm for Business read as Calm Health
Headspace read as Headspace for Employers
Headspace (Headspace for Work) read as Headspace for Employers
Headspace Health (Headspace for Work) read as Headspace for Employers
Headspace for Work read as Headspace for Employers
Lyra read as Lyra Health
Sprout (formerly Bonusly) read as Sprout at Work
Unresolved, counted raw
Apple Health
Carrot Fertility
Enterprise Health
Fitbit
Garmin
Hinge Health
Humanova
Maven Clinic
NeoLife (International Ltd.)
SmartFHR
Spring Fertility
Tactic
Taction Software
Treo Wellness
US Wellness
VirtuallyFit
Discontinued, still offered
No shut-down product was recommended here.