Small business▲+4Since September 2026: 14% → 18%, +4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
18%from 14% in September 2026
Inside the floor by 6 pointsRank 1 → 2 of 97
Bloomberg Tax · 1 category · RankedBloomberg Tax Provision
134Judge labels
20First choices
32Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
19% in Corporate tax provision for mid-market buyers
Rank 2 of 102 in the mid-market standingaccepted challenger
2 of 14 models made it the first choice on the direct prompt; 19% of its 52 labels there were negative.
What the models named instead of Bloomberg Tax Provision →By buyer segmentStrongest at mid-market.
Small business2 of 108
15%46 labels
criticized challenger
Mid-market2 of 102
19%52 labels
accepted challenger
Enterprise4 of 95
4%36 labels
accepted challenger
In corporate tax provision · 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 Bloomberg Tax Provision 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 |
|---|---|---|---|---|---|---|---|
| Corporate tax provision | Tax and compliance | 19% | 2 of 102 | 19% | 52 | accepted challenger | ▲+13Since September 2026: 10% → 22%, +13 points. Past the 10-point floor: movement. Read over the models both editions asked. |
Movement
Since September 2026, Bloomberg Tax Provision moved past the floor in its one category, Corporate tax provision, +13 points to 22%.
Best category · Corporate tax provision · by segment
Mid-market▲+13Since September 2026: 10% → 22%, +13 points. Past the 10-point floor: movement. Read over the models both editions asked.
22%from 10% in September 2026
Cleared the floor by 3 pointsRank 2 → 1 of 94
Enterprise▲+2Since September 2026: 2% → 5%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
5%from 2% in September 2026
Inside the floor by 8 pointsRank 6 → 4 of 88
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Corporate tax provision | 10% | 22% | ▲+13Since September 2026: 10% → 22%, +13 points. Past the 10-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 2 of 102, 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 Bloomberg Tax Provision 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 Bloomberg Tax Provision 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 | 3 | 0 | 0 | 4 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 3 | 2 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 1 | 1 | 1 | 3 |
| Grok 4.1 Fast | 2 | 2 | 0 | 2 | 6 |
| Mistral Small | 2 | 0 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 3 | 2 | 1 | 0 | 6 |
| Llama 4 Maverick | 0 | 0 | 3 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 3 | 2 | 2 | 7 |
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
Direct35 labels13
Paraphrase5 labelsNone
Comparative33 labels6not counted in share
Budget-constrained24 labels1
Scale-constrained17 labels6
Negative20 labels4not counted in share
First choiceAlternativeMentionNegative134 labels in all, every segment counted; 20 of the 30 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.
“look for mid-market, native-cloud software (such as *Bloomberg Tax Provision* or *TaxProvision.net*) that emphasizes quick, out-of-the-box onboarding” Gemini 3.5 Flash · Corporate tax provision · negative prompt · first choice
“Mid-Market Specialists (e.g., Bloomberg Tax Provision): Built specifically to replace Excel for mid-market tax teams.” Gemini 3.5 Flash · Corporate tax provision · scale prompt · first choice
“Tools like Bloomberg and ONESOURCE often top mid-size lists for traceable workflows and integrations.” Grok 4.1 Fast · Corporate tax provision · scale prompt · first choice
“If you want ease of use and ASC 740 compliance focus, Bloomberg Tax Provision is recommended” Claude Haiku 4.5 · Corporate tax provision · 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 Bloomberg Tax Provision and Thomson Reuters ONESOURCE unless you have a large staff and a budget exceeding $25k–$50k/year."” Muse Glimmer 30B · Corporate tax provision · negative prompt · hard negative
“Avoid Bloomberg Tax Provision, Thomson Reuters ONESOURCE, and other enterprise\u2011grade provision platforms” GLM 4.7 FlashX · Corporate tax provision · budget prompt · hard negative
“Also targeted at large enterprises, this tool is not cost-effective for smaller operations.” Mistral Small · Corporate tax provision · negative prompt · hard negative
“4. Bloomberg Tax Provision” Llama 4 Maverick · Corporate tax provision · negative prompt · hard negative
Named alongside
The products named in the same answers as Bloomberg Tax Provision, over the 118 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomberg Tax Provision was named but was not.ShowHide
Named alongside
The products named in the same answers as Bloomberg Tax Provision, over the 118 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bloomberg Tax Provision 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 Bloomberg Tax Provision. 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 118 of the 118 answers that named Bloomberg Tax Provision and are not a share of its labels.
Domains cited
worldmetrics.org75
zipdo.co74
tax.thomsonreuters.com71
gitnux.org66
pro.bloombergtax.comYour site54
pickmysoft.com51
wifitalents.com48
finance-ai-index.com41
rightworks.com41
theaccountingclub.net41
508 of the 562 domain citations in answers naming Bloomberg Tax Provision came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
bloombergtax.com ranks first on Google for the category's searches. In the answers, Bloomberg Tax Provision takes 19% of first choices and Thomson Reuters ONESOURCE Tax Provision takes 21%.ShowHide
Search and answers
bloombergtax.com ranks first on Google for the category's searches. In the answers, Bloomberg Tax Provision takes 19% of first choices and Thomson Reuters ONESOURCE Tax Provision takes 21%.
ShowHideIn search
Google, US estimatesPosition for “tax provision tools”
2
Position for “corporate tax provision software”
1
- Searches for its name, Google
- 90 a month (“bloomberg tax provision”)
- AI search demand for its name, est.
- 0 a month
- Its company's site
- bloombergtax.com shared with Bloomberg Tax's other products; the figures are the site's
- Organic visits to its site
- about 189,229 a month
- Searches its site ranks for
- 46,554 · 1,617 in the top three
- Sites linking to it
- 14,258
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
19%
rank 2 of 102 in corporate tax provision
Segment leader
21%
Thomson Reuters ONESOURCE Tax Provision
- First choices
- 20 across its categories
- Named in
- 118 answers
- Its own site cited
- in 118 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.
Names read as Bloomberg Tax Provision
What the judge wrote, as written, with how often. The vendor table decides that these count as Bloomberg Tax Provision; a claim can dispute any of them.
TaxStream 9Bloomberg 2Bloomberg Tax Technology 1TaxStream (ProVision) 1TaxStream (Wolters Kluwer) 1
Follow Bloomberg Tax Provision
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
Bloomberg Tax is the company behind Bloomberg Tax Provision.ShowHide
The company
Bloomberg Tax is the company behind Bloomberg Tax Provision.
ShowHideOn record
Company records- Also from Bloomberg Tax
- Bloomberg Tax Fixed Assets
In its own words
Stated by the vendor, not checked- Positioning
- Automated tax provision software for accurate calculations
- For
- tax teams
- Customers named
- Novo Building ProductsFlexential
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What Bloomberg Tax Provision's own pages state, read October 5, 2026: pro.bloombergtax.com/products/provision. 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 Bloomberg Tax Provision'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 Bloomberg Tax Provision, 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 Bloomberg Tax Provision by email, built from the raw record of the edition. It shows:
- where Bloomberg Tax Provision 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 Bloomberg Tax Provision, 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 Bloomberg Tax Provision 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 Bloomberg Tax Provision is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideBloomberg Tax Provision is among the products AI models recommend first in Corporate tax provision 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.