Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 11 of 32, unchanged
2 categories · RankedNumeral
28Judge labels
1First choices
8Negative labels
13 / 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
0% in Sales tax automation for small business buyers
Rank 9 of 37 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 6 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business11 of 33
0%14 labels
accepted challenger
Mid-market9 of 37
2%6 labels
under the label threshold
Enterprise45 of 46
0%4 labels
under the label threshold
In sales tax automation · 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 Numeral 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 |
|---|---|---|---|---|---|---|---|
| Sales tax automation | Tax and compliance | 2% | 9 of 37 | 0% | 6 | under 10 labels · led by Avalara AvaTax at 32% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Global e-invoicing compliance | Tax and compliance | 0% | 113 of 136 | 50% | 2 | under 10 labels · led by Avalara E-Invoicing at 25% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Numeral held within the floor in all two categories: no change cleared 10 points.
Best category · Sales tax automation · by segment
Mid-market=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 2% in September 2026
Inside the floor by 10 pointsRank 5 → 10 of 36
Enterprise▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 8 pointsRank 9 → 43 of 44
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Sales tax automation | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 9 of 37 |
| Global e-invoicing compl | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 113 of 136, 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 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 Numeral 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 Numeral 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 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
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
Paraphrase4 labels1
Comparative4 labelsNone
Budget-constrained7 labelsNone
Scale-constrained1 labelNone
Negative11 labels1not counted in share
First choiceAlternativeMentionNegative28 labels in all, every segment counted; 1 of the 2 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.
“A rapidly growing, AI-powered challenger. They offer autopilot compliance” Gemini 3.5 Flash · Sales tax automation · paraphrase prompt · first choice
“Want an API-first, automation-first stack with real-time validation and OSS filing in one platform → Numeral” Muse Glimmer 30B · Global e-invoicing compl · paraphrase prompt · alternative
“Numeral offers a flat-fee per-filing model... can be significantly cheaper for mid-sized companies” Qwen 3.7 Flash · Sales tax automation · paraphrase prompt · alternative
“Useful when you have only 1-3 states and filing infrequently.” Muse Glimmer 30B · Sales tax automation · budget 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.
“Reviews for Numeral mention poor customer support” GPT-5.4 mini · Global e-invoicing compl · negative prompt · soft negative
Named alongside
The products named in the same answers as Numeral, over the 28 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Numeral was named but was not.ShowHide
Named alongside
The products named in the same answers as Numeral, over the 28 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Numeral 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 Numeral. 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 28 of the 28 answers that named Numeral and are not a share of its labels.
Domains cited
taxcloud.com20
taxjar.com14
zamp.com13
commenda.io11
galvix.com11
g2.com10
sales.tax9
taxwire.com9
avalara.com8
guideflow.com8
113 of the 113 domain citations in answers naming Numeral came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
numeral.com is not in Google's top ten for any of the category's searches. In the answers, Numeral takes 2% of first choices and Avalara AvaTax takes 32%.ShowHide
Search and answers
numeral.com is not in Google's top ten for any of the category's searches. In the answers, Numeral takes 2% of first choices and Avalara AvaTax takes 32%.
ShowHideIn search
Google, US estimatesPosition for “sales tax tools”
–
not in the top ten
Position for “sales tax compliance software”
–
not in the top ten
- Searches for its name, Google
- 14,800 a month (“numeral”)
- AI search demand for its name, est.
- 38,006 a month
- Organic visits to its site
- about 66,125 a month
- Searches its site ranks for
- 8,777 · 553 in the top three
- Sites linking to it
- 1,406
- Paid Google search
- 1 searches its ads show for, about 1 clicks and $26 a month (estimate)
In answers
This editionShare of first choices
2%
rank 9 of 37 in sales tax automation
Segment leader
32%
Avalara AvaTax
- First choices
- 1 across its categories
- Named in
- 28 answers
- Its own site cited
- in 28 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 numeral.com
652
subdomains included
Content
297
counted in the table below
Documentation
220
Product · Integration
9 · 32
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 246 | 31 | 2026-09-25 | Accounting software | |
| Comparison | 28 | 3 | 2026-09-25 | ||
| Case study | 20 | undated | |||
| Glossary or explainer | 2 | 0 | 2026-06-13 | ||
| Template or tool | 1 | 1 | 2026-09-15 |
Most recent
- 2026-09-25Direct pay permit blog
- 2026-09-25Georgia sales tax guide blog
- 2026-09-25Indiana sales tax guide blog
- 2026-09-25New york sales tax guide blog
- 2026-09-25Pennsylvania sales tax guide blog
- 2026-09-25Sales tax vs excise tax comparison
How it is countedHide how it is counted
Every page numeral.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. Read September 29, 2026.
Follow Numeral
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
Numeral is its own company.ShowHide
The company
Numeral is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The trusted solution for U.S. sales tax, VAT, and GST compliance, used by 3,500+ global businesses.
- For
- scaling businesses
- Price stated
- Numeral charges a simple $75 per return filed plus a one-time $150 registration fee per state. numeral.com/pricing
- Starting price
- Free numeral.com/pricing
- Free plan or trial
- Get started for free today! numeral.com
- Integrations claimed
- 40 numeral.com · 4 numeral.com/product/api pages disagree
- Customers named
- Character.aiFishwifeBrexSPACEPANDAByte’mCharacter AITerminal494FRNT
- Not stated on the pages read
- Certifications, hosting
What Numeral's own pages state, read September 28, 2026: numeral.com, numeral.com/pricing, numeral.com/product/api, numeral.com/case-studies, numeral.com/integrations. 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 Numeral'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 Numeral, 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 Numeral by email, built from the raw record of the edition. It shows:
- where Numeral 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 Numeral, 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.