Small business▼−9Since September 2026: 11% → 2%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 11% in September 2026
Inside the floor by 4 pointsRank 4 → 8 of 100
2 categories · RankedQuotaPath
24Judge labels
4First choices
1Negative labels
10 / 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
4% in Compensation management for small business buyers
Rank 16 of 140 in the mid-market standing
1 of 14 models made it the first choice on the direct prompt; 12% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business7 of 108
4%13 labels
accepted challenger
Mid-market16 of 140
2%8 labels
under the label threshold
Enterprise17 of 126
2%2 labels
under the label threshold
In compensation management · 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 QuotaPath 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 |
|---|---|---|---|---|---|---|---|
| Compensation management | Compensation and total rewards | 2% | 16 of 140 | 12% | 8 | under 10 labels · led by Pave at 18% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce planning | Workforce planning and analytics | 0% | 56 of 98 | 0% | 1 | under 10 labels · led by ChartHop at 37% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, QuotaPath held within the floor in all two categories: no change cleared 13 points.
Best category · Compensation management · by segment
Mid-market▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 4% in September 2026
Inside the floor by 11 pointsRank 10 → 14 of 131
Enterprise▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 11 pointsRank 72 → 16 of 109
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Compensation management | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 → 16 of 140 |
| Workforce planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 98, unchanged |
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 QuotaPath 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 QuotaPath 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 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 1 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
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
Direct8 labels3
Paraphrase4 labelsNone
Comparative5 labels1not counted in share
Budget-constrained5 labels1
Scale-constrained1 labelNone
Negative1 labelNone
First choiceAlternativeMentionNegative24 labels in all, every segment counted; 4 of the 5 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.
“Choose QuotaPath if you are a fast-scaling mid-market firm prioritizing ease of use and quick deployment.” Qwen 3.7 Flash · Compensation management · direct prompt · first choice
“QuotaPath leads with AI-powered plan building, native Rippling integration, transparent published pricing” Claude Haiku 4.5 · Compensation management · comparative prompt · first choice
“QuotaPath is highly regarded for offering some of the most transparent, accessible SMB pricing tiers in the incentive compensation space.” Gemini 3.5 Flash · Compensation management · budget prompt · alternative
“best if you want something simpler and more accessible for a smaller/mid-sized RevOps team” GPT-5.4 mini · Compensation management · 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.
“its Growth plan has a $525/month platform fee, so check the full cost before assuming it's a budget option” GPT-6 Luna · Compensation management · budget prompt · soft negative
Named alongside
The products named in the same answers as QuotaPath, over the 24 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and QuotaPath was named but was not.ShowHide
Named alongside
The products named in the same answers as QuotaPath, over the 24 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and QuotaPath 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 QuotaPath. 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 22 of the 24 answers that named QuotaPath and are not a share of its labels.
Domains cited
quotapath.comYour site15
ravio.com15
hibob.com13
g2.com11
captivateiq.com9
comprehensive.io9
learn.g2.com8
bamboohr.com7
forma.ai7
firsthr.app6
Eighty-five of the 100 domain citations in answers naming QuotaPath came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
quotapath.com is not in Google's top ten for any of the category's searches. In the answers, QuotaPath takes 2% of first choices and Pave takes 18%.ShowHide
Search and answers
quotapath.com is not in Google's top ten for any of the category's searches. In the answers, QuotaPath takes 2% of first choices and Pave takes 18%.
ShowHideIn search
Google, US estimatesPosition for “compensation platforms”
–
not in the top ten
Position for “compensation management software”
–
not in the top ten
- Searches for its name, Google
- 1,600 a month (“quotapath”)
- AI search demand for its name, est.
- 5 a month
- Organic visits to its site
- about 21,168 a month
- Searches its site ranks for
- 3,287 · 270 in the top three
- Sites linking to it
- 2,176
- Paid Google search
- 1 searches its ads show for, about 18 clicks and $1,546 a month (estimate)
In answers
This editionShare of first choices
2%
rank 16 of 140 in compensation management
Segment leader
18%
Pave
- First choices
- 4 across its categories
- Named in
- 24 answers
- Its own site cited
- in 22 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 quotapath.com
1,232
subdomains included
Content
841
counted in the table below
Documentation
236
Product · Integration
0 · 6
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 621 | 28 | 2026-09-24 | Compensation management, Performance management | |
| Glossary or explainer | 92 | 0 | 2024-12-27 | Compensation management | |
| Case study | 44 | 4 | 2026-09-08 | ||
| Webinar or virtual event | 38 | 3 | 2026-08-25 | ||
| Template or tool | 17 | 3 | 2026-09-22 | ||
| Comparison | 16 | 1 | 2026-08-18 | ||
| Conference or event | 9 | 4 | 2026-08-21 | ||
| Report or ebook | 2 | 0 | 2022-06-27 | ||
| Podcast or video | 2 | 0 | 2023-12-27 |
Most recent
- 2026-09-24Top compensation planning software blog
- 2026-09-23Five best software with sales commission templates blog
- 2026-09-22Sales ramp time capacity revenue blog
- 2026-09-22Best compensation calculator tools template or tool
- 2026-09-17Create sales territory plan blog
- 2026-09-15How to build sales capacity model blog
Events in person
Last twelve months
- September 2, 2026Dinner Is Comp'dAcquerello · hosted
- August 4, 2026Red Sox, RevOps, and Lobster RollsFenway Park, Boston, US · hosted
As the event pages on quotapath.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page quotapath.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.
Follow QuotaPath
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
QuotaPath is its own company.ShowHide
The company
QuotaPath is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI-native commission management software
- For
- RevOps
- Price stated
- Three packages billed annually: Growth at $35 per user per month + $525/month platform fee; Premium at $50 per user per month + $800/month platform fee; Strategic is end-to-end managed commissions solution. quotapath.com/pricing
- Starting price
- 35 quotapath.com/pricing
- Free plan or trial
- Try for Free quotapath.com
- Integrations claimed
- 11 quotapath.com/pricing
- Customers named
- BirdieAirDNAKeenZapierECPRentvine86 RepairsEmma Wilkinson
- Not stated on the pages read
- Certifications, hosting
What QuotaPath's own pages state, read September 28, 2026: quotapath.com, quotapath.com/pricing, trust.quotapath.com, quotapath.com/customers, quotapath.com/partners. 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 QuotaPath'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 QuotaPath, 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 QuotaPath by email, built from the raw record of the edition. It shows:
- where QuotaPath 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 QuotaPath, 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.