Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 11 pointsRank 7 → 106 of 108
Leena · 2 categories · RankedLeena AI
90Judge labels
17First choices
17Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
22% in HR AI assistants for enterprise buyers
Rank 2 of 142 in the mid-market standingaccepted challenger
3 of 14 models made it the first choice on the direct prompt; 10% of its 31 labels there were negative.
What the models named instead of Leena AI →By buyer segmentStrongest at enterprise.
Small business119 of 121
0%15 labels
criticized challenger
Mid-market2 of 142
12%31 labels
accepted challenger
Enterprise2 of 110
22%37 labels
accepted challenger
In hr ai assistants · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Leena AI for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| HR AI assistants | Onboarding and employee experience | 12% | 2 of 142 | 10% | 31 | accepted challenger | ▲+5Since September 2026: 6% → 11%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| HR help desk and case management | Onboarding and employee experience | 0% | 35 of 108 | 0% | 2 | under 10 labels · led by Zoho Desk at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Leena AI held within the floor in all two categories: no change cleared 13 points.
Best category · HR AI assistants · by segment
Mid-market▲+5Since September 2026: 6% → 11%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
11%from 6% in September 2026
Inside the floor by 8 pointsRank 4 → 2 of 124
Enterprise▼−12Since September 2026: 36% → 23%, −12 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
23%from 36% in September 2026
Inside the floor by 1 pointRank 1 → 2 of 94
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| HR AI assistants | 6% | 11% | ▲+5Since September 2026: 6% → 11%, +5 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 2 of 142 |
| HR help desk | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 27 → 35 of 108 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Leena AI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Leena AI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 0 | 0 | 4 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 2 | 1 | 0 | 0 | 3 |
| Perplexity Sonar | 2 | 1 | 0 | 1 | 4 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 2 | 2 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 2 | 0 | 0 | 0 | 2 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct20 labels4
Paraphrase24 labels10
Comparative27 labels8not counted in share
Budget-constrained11 labels3
Scale-constrained4 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative90 labels in all, every segment counted; 17 of the 25 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Leena AI is the mid-market default for HR chatbots, sitting in Slack or Teams and handling policy lookups” Claude Haiku 4.5 · HR AI assistants · direct prompt · first choice
“Integration needs: Leena AI offers the most integrations (200+)... dedicated HR assistant (Leena AI)” MiniMax M2.5 · HR AI assistants · comparative prompt · first choice
“Leena AI leads the agentic HR service desk that answers employee questions around the clock” Muse Glimmer 30B · HR AI assistants · comparative prompt · first choice
“Choose Leena AI if: You need enterprise-grade workflow automation and multilingual support” GLM 4.7 FlashX · HR AI assistants · comparative prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Some of the assistants to avoid include Leena AI and Workativ, as they may not be suitable for specific HR needs.” Llama 4 Maverick · HR AI assistants · negative prompt · hard negative
“1,000-user minimum and effectively starts around $150/employee/year ... likely overkill for most mid-sized companies” DeepSeek V4 Flash · HR AI assistants · paraphrase prompt · soft negative
“tools such as Leena AI or Workativ for the specific enterprise need discussed in the source” Perplexity Sonar · HR AI assistants · negative prompt · soft negative
Named alongside
The products named in the same answers as Leena AI, over the 90 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Leena AI was named but was not.ShowHide
Named alongside
The products named in the same answers as Leena AI, over the 90 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Leena AI was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Leena AI. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 88 of the 90 answers that named Leena AI and are not a share of its labels.
Domains cited
moveworks.com51
peoplemanagingpeople.com43
wonderchat.io39
resources.rework.com29
intervue.io28
humand.co24
workativ.com24
firsthr.app19
herothemes.com18
wotnot.io18
293 of the 293 domain citations in answers naming Leena AI came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
leena.ai is not in Google's top ten for any of the category's searches. In the answers, Leena AI takes 12% of first choices and MeBeBot takes 21%.ShowHide
Search and answers
leena.ai is not in Google's top ten for any of the category's searches. In the answers, Leena AI takes 12% of first choices and MeBeBot takes 21%.
ShowHideIn search
Google, US estimatesPosition for “hr ai assistants”
–
not in the top ten
Position for “ai assistant for hr teams”
–
not in the top ten
- Searches for its name, Google
- 1,300 a month (“leena ai”)
- AI search demand for its name, est.
- 38 a month
- Organic visits to its site
- about 8,061 a month
- Searches its site ranks for
- 1,881 · 16 in the top three
- Sites linking to it
- 2,206
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
12%
rank 2 of 142 in HR AI assistants
Segment leader
21%
MeBeBot
- First choices
- 17 across its categories
- Named in
- 90 answers
- Its own site cited
- in 88 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on leena.ai
873
subdomains included
Content
532
counted in the table below
Documentation
6
Product · Integration
26 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 448 | 6 | 2026-09-18 | Employee onboarding, Performance management | |
| Podcast or video | 37 | undated | |||
| Comparison | 14 | 0 | 2026-01-28 | ||
| Webinar or virtual event | 13 | 2 | 2026-09-17 | ||
| Glossary or explainer | 13 | 0 | 2025-10-24 | ||
| Template or tool | 4 | undated | Employee onboarding | ||
| Conference or event | 1 | undated | |||
| Report or ebook | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-09-18Christus health hr ai rollout blog
- 2026-09-17Christus health hr ai rollout webinar webinar or virtual event
- 2026-08-20Deskless workforce hr tickets webinar or virtual event
- 2026-08-2075 million single day blog
- 2026-07-24Two questions every cio should ask before signing up for openai presence blog
- 2026-07-20How do we benchmark an agentic ai system heres our approach fully open blog
How it is countedHide how it is counted
Every page leena.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name employee onboarding (32); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as Leena AI
What the judge wrote, as written, with how often. The vendor table decides that these count as Leena AI; a claim can dispute any of them.
Leena AI Autonomous Agent 1Leena.ai 1
Follow Leena AI
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Leena is the company behind Leena AI.ShowHide
The company
Leena is the company behind Leena AI.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Agentic AI platform with pre-built AI Colleagues for the back-office.
- For
- Enterprise
- Price stated
- Custom Quote in One Business Day leena.ai/pricing
- Integrations claimed
- 200 leena.ai · 15 leena.ai/customers pages disagree
- Certifications
- Gartner® Leader, three years running.HIPAAISO/IEC 27001ISO/IEC 27017:2015ISO/IEC 27018:2019ISO/IEC 27701SOC 2VCDPA
- Customers named
- Beacon MobilityThe Coca-Cola CompanyAssurantCHRISTUS HealthNestléMongoDBBaylor Scott & White HealthEllucian
- Not stated on the pages read
- Starting price, free plan or trial, hosting
What Leena AI's own pages state, read September 28, 2026: leena.ai, leena.ai/pricing, trust.leena.ai, leena.ai/platform, leena.ai/customers. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Leena AI's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Leena AI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Leena AI by email, built from the raw record of the edition. It shows:
- where Leena AI is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Leena AI, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.
Badges
Wins only: a badge exists where Leena AI is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Wins only: a badge exists where Leena AI is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideLeena AI is among the products AI models recommend first in HR AI assistants this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.