Small business▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 8 pointsRank 15 → 6 of 78
3 categories · RankedRippling
105Judge labels
8First choices
14Negative labels
14 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
8% in Contractor payments for mid-market buyers
Rank 3 of 98 in the mid-market standingaccepted challenger
2 of 14 models made it the first choice on the direct prompt; 3% of its 33 labels there were negative.
What the models named instead of Rippling →By buyer segmentRead the same way at every buyer size.
Small business7 of 81
2%19 labels
criticized challenger
Mid-market3 of 98
8%33 labels
accepted challenger
Enterprise6 of 75
4%30 labels
accepted challenger
In contractor payments · 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 Rippling 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 |
|---|---|---|---|---|---|---|---|
| Contractor payments | Spend and procurement | 8% | 3 of 98 | 3% | 33 | accepted challenger | ▲+2Since September 2026: 7% → 9%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Business bill pay | Treasury and cash | 0% | 23 of 98 | 0% | 4 | under 10 labels · led by BILL at 32% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Procure-to-pay | Spend and procurement | 0% | 77 of 87 | 100% | 1 | under 10 labels · led by Procurify at 42% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Rippling held within the floor in all three categories: no change cleared 10 points.
Best category · Contractor payments · by segment
Mid-market▲+2Since September 2026: 7% → 9%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
9%from 7% in September 2026
Inside the floor by 8 pointsRank 4 → 3 of 85
Enterprise=heldSince September 2026: 4% → 4%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
4%from 4% in September 2026
Inside the floor by 10 pointsRank 7 → 5 of 70
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Contractor payments | 7% | 9% | ▲+2Since September 2026: 7% → 9%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 3 of 98 |
| Business bill pay | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 23 of 98 |
| Procure-to-pay | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 65 → 77 of 87 |
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 10 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 Rippling 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 Rippling 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 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 5 | 1 | 1 | 7 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.1 Fast | 1 | 3 | 2 | 0 | 6 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 1 | 0 | 0 | 3 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 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
Direct22 labels4
Paraphrase13 labels3
Comparative32 labels2not counted in share
Budget-constrained9 labelsNone
Scale-constrained18 labels1
Negative11 labelsNone
First choiceAlternativeMentionNegative105 labels in all, every segment counted; 8 of the 10 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.
“I'd suggest starting with Rippling if you want an all-in-one solution, or Wingspan if your focus is specifically on contractor management” MiniMax M2.5 · Contractor payments · paraphrase prompt · first choice
“Some platforms, like Rippling and RUN Powered by ADP, are best for contractor operations connected to HR and IT” Llama 4 Maverick · Contractor payments · comparative prompt · first choice
“Start with Rippling if you want a "people-first" approach” Qwen 3.7 Flash · Contractor payments · direct prompt · first choice
“### 1. Best for Seamless Integration: Rippling” Qwen 3.7 Flash · Contractor payments · paraphrase 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.
“you do not need to pay for high-end enterprise platforms like Deel or Rippling” Gemini 3.5 Flash · Contractor payments · budget prompt · soft negative
“procurement is described as secondary to its HR platform” Perplexity Sonar · Procure-to-pay · negative prompt · soft negative
Named alongside
The products named in the same answers as Rippling, over the 105 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rippling was named but was not.ShowHide
Named alongside
The products named in the same answers as Rippling, over the 105 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rippling 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 Rippling. 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 99 of the 105 answers that named Rippling and are not a share of its labels.
Domains cited
learn.g2.com43
worksuite.com43
deel.com39
guideflow.com38
remote.com37
wingspan.app35
g2.com33
wise.com32
compensationtools.net26
rippling.comYour site25
326 of the 351 domain citations in answers naming Rippling came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
rippling.com is not in Google's top ten for any of the category's searches. In the answers, Rippling takes 8% of first choices and Tipalti takes 22%.ShowHide
Search and answers
rippling.com is not in Google's top ten for any of the category's searches. In the answers, Rippling takes 8% of first choices and Tipalti takes 22%.
ShowHideIn search
Google, US estimatesPosition for “contractor payment platforms”
–
not in the top ten
Position for “contractor payments and 1099 platform”
–
not in the top ten
- Searches for its name, Google
- 301,000 a month (“rippling”)
- AI search demand for its name, est.
- 17,886 a month
- Organic visits to its site
- about 712,399 a month
- Searches its site ranks for
- 71,578 · 4,709 in the top three
- Sites linking to it
- 14,120
- Paid Google search
- 59 searches its ads show for, about 885 clicks and $42,013 a month (estimate)
In answers
This editionShare of first choices
8%
rank 3 of 98 in contractor payments
Segment leader
22%
Tipalti
- First choices
- 8 across its categories
- Named in
- 105 answers
- Its own site cited
- in 99 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 rippling.com
8,747
subdomains included
Content
4,616
counted in the table below
Documentation
1,658
Product · Integration
469 · 66
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,945 | 3 | 2026-09-01 | ||
| Glossary or explainer | 955 | 0 | 2025-07-10 | ||
| Case study | 254 | undated | |||
| Comparison | 212 | 1 | 2026-09-07 | ||
| Webinar or virtual event | 120 | 0 | 2026-02-05 | ||
| Template or tool | 82 | 2 | 2026-09-07 | ||
| Report or ebook | 36 | undated | |||
| News or press | 5 | undated | |||
| Conference or event | 4 | 0 | 2025-03-20 | ||
| Podcast or video | 3 | undated |
Most recent
- 2026-09-07Ai that talks vs ai that acts comparison
- 2026-09-07Feature checklist trap template or tool
- 2026-09-01Introducing rippling helpdesk blog
- 2026-08-20Introducing rippling ai governance blog
- 2026-08-06Introducing ai spend console blog
- 2026-08-03New hire checklist in uk template or tool
Events in person
Upcoming
- April 7, 2027 to April 8, 2027XFN 2027Fort Mason, San Francisco, US · hosts
Last twelve months
- June 17, 2026How to Build an AI-Ready OrganizationExpo Theatre 2 · spoke
- June 17, 2026Rippling x Vestwell: People, Payroll, and Prosecco Happy HourItaly Isola · hosted
As the event pages on rippling.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page rippling.com 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. 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 Rippling
What the judge wrote, as written, with how often. The vendor table decides that these count as Rippling; a claim can dispute any of them.
Rippling Bill Pay 1
Follow Rippling
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
Rippling is its own company.ShowHide
The company
Rippling is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- All-in-one HR, IT, and Finance platform
- For
- HR, IT, and Finance
- Price stated
- Tell us what services you need, and we'll send you a custom quote. While most Rippling products are billed on a simple per-employee, per-month basis, some may be charged at (or include) a monthly basis fee. rippling.com/pricing
- Free plan or trial
- Create free account rippling.com
- Certifications
- SOC 2ISO 27001ISO 27018ISO 42001SOC 1SOC 3CSA STAR Level 2
- Customers named
- Barry'sClayCookUnityBlank Street CoffeeChess.comY CombinatorKleiner PerkinsForterra
- Not stated on the pages read
- Starting price, integrations, hosting
What Rippling's own pages state, read September 28, 2026: rippling.com, rippling.com/pricing, trust.rippling.com, rippling.com/platform, rippling.com/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 Rippling'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 Rippling, 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 Rippling by email, built from the raw record of the edition. It shows:
- where Rippling 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 Rippling, 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 Rippling 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 Rippling is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideRippling is among the products AI models recommend first in Contractor payments 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.