Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 20 → 19 of 54
BambooHR Time Tracking
30Judge labels
0First choices
3Negative labels
11 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
0% in Time and attendance for mid-market buyers
Rank 16 of 86 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 0% of its 16 labels there were negative.
What the models named instead of BambooHR Time Tracking →By buyer segmentRead the same way at every buyer size.
Small business19 of 57
0%4 labels
under the label threshold
Mid-market16 of 86
0%16 labels
accepted challenger
Enterprise38 of 87
0%10 labels
criticized challenger
In time and attendance · 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 BambooHR Time Tracking 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 |
|---|---|---|---|---|---|---|---|
| Time and attendance | Core HR and payroll | 0% | 16 of 86 | 0% | 16 | accepted challenger | =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, BambooHR Time Tracking held within the floor in its one category: no change cleared 13 points.
Best category · Time and attendance · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 19 → 15 of 77
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 90 → 28 of 76
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Time and attendance | 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 19 → 16 of 86 |
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 BambooHR Time Tracking 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 BambooHR Time Tracking 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 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 3 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
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
Direct9 labelsNone
Paraphrase1 labelNone
Comparative12 labelsNone
Budget-constrained1 labelNone
Scale-constrained5 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative30 labels in all, every segment counted; 0 of the 0 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.
“BambooHR - a cloud-based HR platform designed for small businesses and mid-market companies looking for a comprehensive HR solution” Llama 4 Maverick · Time and attendance · direct prompt · alternative
“If you prefer a simpler HRIS‑integrated time module, BambooHR provides a clean, easy‑to‑use experience.” GLM 4.7 FlashX · Time and attendance · direct prompt · alternative
“If you want a lighter, faster-to-deploy HR-first system, BambooHR + Connecteam is the ease-of-use pick.” Muse Glimmer 30B · Time and attendance · direct prompt · alternative
“BambooHR is a cloud-based HR platform designed for small businesses and mid-market companies” Claude Haiku 4.5 · Time and attendance · direct prompt · alternative
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.
No model argued against it.
Named alongside
The products named in the same answers as BambooHR Time Tracking, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BambooHR Time Tracking was named but was not.ShowHide
Named alongside
The products named in the same answers as BambooHR Time Tracking, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and BambooHR Time Tracking 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 BambooHR Time Tracking. 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 27 of the 30 answers that named BambooHR Time Tracking and are not a share of its labels.
Domains cited
paylocity.com16
guideflow.com15
selectsoftwarereviews.com14
forbes.com13
g2.com11
learn.g2.com11
paycor.com11
peoplemanagingpeople.com11
appsruntheworld.com10
business.com9
121 of the 121 domain citations in answers naming BambooHR Time Tracking came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
bamboohr.com is not in Google's top ten for any of the category's searches. In the answers, BambooHR Time Tracking takes 0% of first choices and Clockify takes 12%.ShowHide
Search and answers
bamboohr.com is not in Google's top ten for any of the category's searches. In the answers, BambooHR Time Tracking takes 0% of first choices and Clockify takes 12%.
ShowHideIn search
Google, US estimatesPosition for “time and attendance system”
–
not in the top ten
Position for “time and attendance systems”
–
not in the top ten
- Searches for its name, Google
- 70 a month (“bamboohr time tracking”)
- AI search demand for its name, est.
- 3 a month
- Its company's site
- bamboohr.com shared with BambooHR's other products; the figures are the site's
- Organic visits to its site
- about 1,055,247 a month
- Searches its site ranks for
- 66,775 · 5,497 in the top three
- Sites linking to it
- 37,276
- Paid Google search
- 11 searches its ads show for, about 2,427 clicks and $44,698 a month (estimate)
In answers
This editionShare of first choices
0%
rank 16 of 86 in time and attendance
Segment leader
12%
Clockify
- First choices
- 0 across its categories
- Named in
- 30 answers
- Its own site cited
- in 27 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.
Names read as BambooHR Time Tracking
What the judge wrote, as written, with how often. The vendor table decides that these count as BambooHR Time Tracking; a claim can dispute any of them.
BambooHR 14BambooHR (Time & Attendance add-on) 1
Follow BambooHR Time Tracking
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
BambooHR is the company behind BambooHR Time Tracking.ShowHide
The company
BambooHR is the company behind BambooHR Time Tracking.
ShowHideOn record
Company recordsIn its own words
Stated by the vendor, not checked- Positioning
- BambooHR Time Tracking adds hourly time management and reporting to the award-winning BambooHR experience, helping you reduce payroll errors and compliance risks with self-service time entry, approvals, automated reminders, automatic overtime calculations, and accurate payroll reporting.
- For
- HR and payroll admins
- Price stated
- The BambooHR Kiosk app is included in your Time Tracking add-on! bamboohr.com/product-updates/bamboohr-time-kiosk
- Free plan or trial
- Get a free demo now bamboohr.com/hr-101-guide/chapter-7-time-tracking
- Customers named
- Accurate Personnel
- Not stated on the pages read
- Starting price, integrations, certifications, hosting
What BambooHR Time Tracking's own pages state, read October 5, 2026: partners.bamboohr.com/time-tracking, bamboohr.com/platform/time-and-attendance, bamboohr.com/product-updates/bamboohr-time-kiosk, bamboohr.com/product-updates/bamboohr-time-clocks, bamboohr.com/hr-101-guide/chapter-7-time-tracking. 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 BambooHR Time Tracking'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 BambooHR Time Tracking, 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 BambooHR Time Tracking by email, built from the raw record of the edition. It shows:
- where BambooHR Time Tracking 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 BambooHR Time Tracking, 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.