Small business▲+4Since September 2026: 11% → 15%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
15%from 11% in September 2026
Inside the floor by 7 pointsRank 2 of 42, unchanged
7 categories · RankedUserpilot
259Judge labels
44First choices
46Negative labels
14 / 14Models named it
7Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
30% in Digital adoption for mid-market buyers
Rank 1 of 45 in the mid-market standingendorsed leader
7 of 14 models made it the first choice on the direct prompt; 12% of its 49 labels there were negative.
What the models named instead of Userpilot →By buyer segmentStrongest at mid-market.
Small business2 of 42
13%52 labels
accepted challenger
Mid-market1 of 45
30%49 labels
endorsed leader
Enterprise6 of 31
4%23 labels
criticized challenger
In digital adoption · 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 Userpilot 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 |
|---|---|---|---|---|---|---|---|
| Digital adoption and onboarding | Customer | 30% | 1 of 45 | 12% | 49 | endorsed leader | ▼−2Since September 2026: 29% → 27%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| In-app messaging and customer communications | Customer | 16% | 3 of 105 | 7% | 27 | accepted challenger | ▼−2Since September 2026: 16% → 14%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Mobile apps | Marketing | 5% | 9 of 117 | 0% | 3 | under 10 labels · led by Customer.io at 17% | newNew since September 2026: not ranked then, 4% now. |
| Interactive demo platforms | Sales | 2% | 8 of 50 | 0% | 3 | under 10 labels · led by Storylane at 31% | |
| Client onboarding platforms | Customer | 0% | 22 of 104 | 21% | 14 | accepted challenger | |
| Product analytics | GTM data and infrastructure | 0% | 8 of 40 | 0% | 5 | under 10 labels · led by Amplitude Analytics at 34% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Customer success platforms | Customer | 0% | 15 of 49 | 0% | 4 | under 10 labels · led by ChurnZero at 42% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Userpilot held within the floor in all seven categories: no change cleared 11 points.
Best category · Digital adoption · by segment
Mid-market▼−2Since September 2026: 29% → 27%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
27%from 29% in September 2026
Inside the floor by 9 pointsRank 1 of 45, unchanged
Enterprise▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
4%from 2% in September 2026
Inside the floor by 9 pointsRank 10 → 5 of 29
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Mobile apps | 0% | 4% | newNew since September 2026: not ranked then, 4% now. | New this edition | Rank 9 of 117, unchanged |
| Digital adoption | 29% | 27% | ▼−2Since September 2026: 29% → 27%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 1 of 45, unchanged |
| Interactive demos | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 8 of 50, unchanged |
| In-app messaging | 16% | 14% | ▼−2Since September 2026: 16% → 14%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 3 of 105 |
| Client onboarding | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 22 of 104, unchanged |
| Product analytics | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 8 of 40 |
| Customer success | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 24 → 15 of 49 |
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 11 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 Userpilot 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 Userpilot 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 | 3 | 0 | 4 |
| GPT-5.4 mini | 2 | 1 | 2 | 1 | 6 |
| Gemini 3.5 Flash | 3 | 3 | 2 | 1 | 9 |
| Perplexity Sonar | 4 | 1 | 1 | 2 | 8 |
| Grok 4.1 Fast | 4 | 1 | 2 | 1 | 8 |
| Mistral Small | 1 | 2 | 3 | 0 | 6 |
| DeepSeek V4 Flash | 1 | 6 | 2 | 1 | 10 |
| Llama 4 Maverick | 0 | 3 | 4 | 1 | 8 |
| Qwen 3.7 Flash | 2 | 3 | 1 | 1 | 7 |
| Kimi K2 | 4 | 5 | 1 | 2 | 12 |
| GLM 4.7 FlashX | 1 | 4 | 1 | 1 | 7 |
| MiniMax M2.5 | 4 | 1 | 3 | 0 | 8 |
| GPT-6 Luna | 3 | 0 | 0 | 0 | 3 |
| Muse Glimmer 30B | 4 | 2 | 3 | 0 | 9 |
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
Direct54 labels19
Paraphrase52 labels22
Comparative66 labels3not counted in share
Budget-constrained27 labels1
Scale-constrained22 labels2
Negative38 labels2not counted in share
First choiceAlternativeMentionNegative259 labels in all, every segment counted; 44 of the 49 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.
“Best for SaaS onboarding on a mid-market budget: Userpilot - strong flow builder, A/B testing, and surveys from ~$249/mo” Muse Glimmer 30B · Digital adoption · scale prompt · first choice
“Prioritize ease-of-use for SMBs: Userpilot, UserGuiding (4.7/5), or Chameleon score higher on quick setup and support.” Grok 4.1 Fast · Digital adoption · negative prompt · first choice
“I'd recommend Userpilot as the top in-product onboarding and user guidance tool for a mid-sized B2B company” Grok 4.1 Fast · Digital adoption · paraphrase prompt · first choice
“"The best digital adoption platform for most SaaS onboarding teams is Userpilot for mid-market companies"” Muse Glimmer 30B · Digital adoption · direct 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.
“Avoid for Tight Budgets: ... Userpilot – Starts around $299/month, aimed at mid-market/enterprise.” Kimi K2 · Client onboarding · budget prompt · hard negative
“Avoid "Product-Led Growth" Onboarding Tools (e.g., Appcues, Userflow, Chameleon, Userpilot)” Gemini 3.5 Flash · Digital adoption · negative prompt · hard negative
“Good tool but pricey for small budgets” DeepSeek V4 Flash · In-app messaging · budget prompt · hard negative
“Userpilot: It is limited to in-app tooltips and requires manual setup and developer assistance.” Llama 4 Maverick · Client onboarding · negative prompt · soft negative
Named alongside
The products named in the same answers as Userpilot, over the 259 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Userpilot was named but was not.ShowHide
Named alongside
The products named in the same answers as Userpilot, over the 259 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Userpilot 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 Userpilot. 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 251 of the 259 answers that named Userpilot and are not a share of its labels.
Domains cited
userpilot.comYour site177
guideflow.com143
g2.com89
learn.g2.com87
appcues.com76
pendo.io50
userguiding.com47
guidde.com46
apty.ai45
productfruits.com42
625 of the 802 domain citations in answers naming Userpilot came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Userpilot stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Userpilot stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimatesPosition for “digital adoption platform”
–
not in the top ten
Position for “best digital adoption platform”
–
not in the top ten
- Searches for its name, Google
- 1,600 a month (“userpilot”)
- AI search demand for its name, est.
- 10 a month
- Organic visits to its site
- about 62,084 a month
- Searches its site ranks for
- 9,296 · 825 in the top three
- Sites linking to it
- 7,180
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
30%
rank 1 of 45 in digital adoption
First choices
44
across its categories
- Named in
- 259 answers
- Its own site cited
- in 251 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 userpilot.com
1,278
subdomains included
Content
704
counted in the table below
Documentation
230
Product · Integration
66 · 13
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 439 | 26 | 2026-09-09 | ||
| Comparison | 89 | 5 | 2026-08-31 | ||
| Conference or event | 66 | 0 | 2023-12-11 | ||
| Case study | 63 | 1 | 2026-07-24 | ||
| Template or tool | 18 | 1 | 2026-07-30 | ||
| Glossary or explainer | 13 | 0 | 2026-06-29 | ||
| Webinar or virtual event | 11 | 0 | 2025-11-10 | ||
| Report or ebook | 4 | undated | |||
| News or press | 1 | 0 | 2025-12-28 |
Most recent
- 2026-09-09Userpilot mcp blog
- 2026-09-03Meet userpilot ai lia blog
- 2026-09-03Ai user onboarding blog
- 2026-09-03Transactional email software blog
- 2026-08-31Logrocket alternatives comparison
- 2026-08-29Tooltip examples saas blog
How it is countedHide how it is counted
Every page userpilot.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 Userpilot
What the judge wrote, as written, with how often. The vendor table decides that these count as Userpilot; a claim can dispute any of them.
UserPilot 2
Follow Userpilot
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
Userpilot is its own company.ShowHide
The company
Userpilot is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- a no-code product growth platform
- For
- Product, UX, and customer success teams
- Price stated
- lowPrice 299 highPrice 799 offerCount 3 userpilot.com
- Starting price
- 299 userpilot.com
- Free plan or trial
- Free Trial userpilot.com
- Integrations claimed
- 7 userpilot.com
- Certifications
- SOC 2 Type IIGDPRHIPAASOC 2 Type 2
- Hosting
- EU
- Customers named
- Attention InsightOsanoRecruitNowZoeziDopplerRelitixWhaleJiminny
What Userpilot's own pages state, read September 28, 2026: userpilot.com, userpilot.com/pricing, trust.userpilot.com, userpilot.com/product, userpilot.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 Userpilot'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 Userpilot, 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 Userpilot by email, built from the raw record of the edition. It shows:
- where Userpilot 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 Userpilot, 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 Userpilot 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 Userpilot is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideDigital adoption and onboarding
AI models recommend Userpilot first in Digital adoption and onboarding 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
In-app messaging and customer communications
Userpilot is among the products AI models recommend first in In-app messaging and customer communications 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.