Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 81 → 64 of 92
2 categories · Named, not rankedShift4Shop
11Judge labels
1First choices
6Negative labels
8 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
4 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Shift4Shop was named 4 times in Ecommerce marketing and 1 other category, where HubSpot Marketing Hub led with 38%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business72 of 101
0%2 labels
under the label threshold
Mid-market86 of 115
0%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In ecommerce marketing · 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 Shift4Shop 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 |
|---|---|---|---|---|---|---|---|
| Ecommerce marketing | Marketing | 0% | 86 of 115 | 50% | 2 | under 10 labels · led by HubSpot Marketing Hub at 38% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce platforms | Revenue operations | 0% | 61 of 71 | 100% | 2 | under 10 labels · led by BigCommerce B2B Edition at 47% | =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, Shift4Shop held within the floor in all two categories: no change cleared 11 points.
Best category · Ecommerce marketing · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 66 → 81 of 106
EnterprisegoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Ecommerce marketing | 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 66 → 86 of 115 |
| Ecommerce | 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 45 → 61 of 71 |
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 Shift4Shop 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 Shift4Shop 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 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| 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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative1 labelNone
Budget-constrained3 labels1
Scale-constrained0 labelsNone
Negative6 labelsNone
First choiceAlternativeMentionNegative11 labels in all, every segment counted; 1 of the 1 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.
No positive label carried a quote.
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.
“Users frequently complain about severe server latency (slow load times), an outdated dashboard, and unhelpful customer support.” Gemini 3.5 Flash · Ecommerce · negative prompt · hard negative
“Frequent complaints about misleading pricing, poor customer support, and technical glitches.” Grok 4.20 · Ecommerce · negative prompt · hard negative
“There is no drag-and-drop builder, which may frustrate novice users... customer support can be slow or unresponsive.” Claude Haiku 4.5 · Ecommerce marketing · negative prompt · soft negative
Named alongside
The products named in the same answers as Shift4Shop, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Shift4Shop was named but was not.ShowHide
Named alongside
The products named in the same answers as Shift4Shop, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Shift4Shop 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 Shift4Shop. 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 11 of the 11 answers that named Shift4Shop and are not a share of its labels.
Domains cited
shopify.com6
bigcommerce.com5
ecommerce-platforms.com5
theretailexec.com5
forbes.com4
wiserreview.com3
blog.shift4shop.comYour site2
business.adobe.com2
darkroomagency.com2
digitalapplied.com2
Thirty-four of the thirty-six domain citations in answers naming Shift4Shop came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on shift4shop.com
3,946
subdomains included
Content
2,373
counted in the table below
Documentation
1
Product · Integration
62 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,109 | 0 | 2025-11-19 | SEO, Ecommerce marketing | |
| Glossary or explainer | 93 | undated | SEO | ||
| Comparison | 79 | 0 | 2020-05-25 | SEO | |
| Case study | 35 | undated | |||
| Report or ebook | 35 | 0 | 2021-05-07 | ||
| Template or tool | 9 | 0 | 2021-08-04 | SEO | |
| Webinar or virtual event | 6 | 0 | 2020-12-29 | Direct mail | |
| Conference or event | 6 | undated | SEO | ||
| News or press | 1 | undated |
Most recent
- 2025-11-19Avatax holiday sales tax blog
- 2024-12-04Ai email marketing blog
- 2023-10-18Must have tools for business launch blog
- 2023-03-29Live chat customer service blog
- 2022-09-1310 steps to create a social media strategy blog
- 2022-02-08Customer service for your saas business blog
How it is countedHide how it is counted
Every page shift4shop.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. Of its titles that name a category, most name SEO (53); 27 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 Shift4Shop
What the judge wrote, as written, with how often. The vendor table decides that these count as Shift4Shop; a claim can dispute any of them.
Shift4Shop (formerly 3dcart) 2
Follow Shift4Shop
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
Shift4Shop is its own company.ShowHide
The company
Shift4Shop is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- eCommerce software
- For
- businesses
- Price stated
- An unlimited, enterprise-grade plan for $41/month. shift4shop.com
- Starting price
- 41/month shift4shop.com
- Free plan or trial
- Create a Free Online Store shift4shop.com/plans.html
- Certifications
- Visa PCI CertifiedPCI-compliantPCI certified
- Customers named
- toocutebeads.comkarenscookies.netAmericanRVCompany.comTruTechTools.comeLeMeNO-PeeFlorida Tobacco ShopInk 4 CakesClearly Susan
- Not stated on the pages read
- Integrations, hosting
What Shift4Shop's own pages state, read October 5, 2026: shift4shop.com, shift4shop.com, shift4shop.com/plans.html, shift4shop.com/lp/features. 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 Shift4Shop'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 Shift4Shop, 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 Shift4Shop by email, built from the raw record of the edition. It shows:
- where Shift4Shop 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 Shift4Shop, 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.