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Finance AI Index
Index › Products › MineralTree · October 2026 Edition
4 categories · Ranked

MineralTree

30Judge labels
3First choices
2Negative labels
11 / 14Models named it
4Categories
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 B2B payment acceptance for mid-market buyers
Rank 10 of 94 in the mid-market standingaccepted challenger
2 of 14 models made it the first choice on the direct prompt; 0% of its 12 labels there were negative.
What the models named instead of MineralTree →
By buyer segmentRead the same way at every buyer size.
In b2b payment acceptance · 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 MineralTree 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
B2B payment acceptanceReceivables and billing4%10 of 940%12accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Accounts payable automationSpend and procurement2%14 of 5433%3under 10 labels · led by Ramp at 22%=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Business bill payTreasury and cash0%33 of 980%3under 10 labels · led by BILL at 32%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
Cash applicationReceivables and billing0%49 of 830%1under 10 labels · led by Versapay at 9%newNew since September 2026: not ranked then, 0% now.

Movement

Since September 2026, MineralTree held within the floor in all four categories: no change cleared 10 points.

Best category · B2B payment acceptance · by segment

Mid-market▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
5%from 0% in September 2026
Inside the floor by 5 pointsRank 31 → 10 of 84
Enterprise=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 35 → 63 of 89

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
B2B payment acceptance0%5%▲+5Since September 2026: 0% → 5%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 31 → 10 of 94
Business bill pay2%0%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 11 → 33 of 98
Accounts payable automat2%2%=heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Within noiseRank 8 → 14 of 54
Cash application0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 49 of 83, 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 MineralTree across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.511002
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar11103
Grok 4.1 Fast01001
Mistral Small01102
DeepSeek V4 Flash00112
Llama 4 Maverick00202
Qwen 3.7 Flash00101
Kimi K210102
GLM 4.7 FlashX01102
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101

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
Direct9 labels3
Paraphrase2 labelsNone
Comparative6 labelsNone
Budget-constrained3 labelsNone
Scale-constrained9 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative30 labels in all, every segment counted; 3 of the 3 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.

“MineralTree is a great accounts payable solution for mid-market or enterprise organisations” Claude Haiku 4.5 · Accounts payable automat · direct prompt · first choice
“For a typical mid-market B2B company, I'd recommend starting with MineralTree” Kimi K2 · B2B payment acceptance · direct prompt · first choice
“I would start with MineralTree for most mid-market B2B teams” Perplexity Sonar · B2B payment acceptance · direct prompt · first choice
“MineralTree is a strong fit if your company is more focused on B2B AP and payment operations across multiple systems” Perplexity Sonar · Cash application · paraphrase 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.

“Some G2 reviewers report integration sync issues with NetSuite and Dynamics GP” DeepSeek V4 Flash · Accounts payable automat · direct prompt · soft negative

Named alongside

The products named in the same answers as MineralTree, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and MineralTree was named but was not.
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ProductSame answerTook the first choice insteadHead to head
AvidXchange20 of 300Not among the top eight
Stampli12 of 303Not among the top eight
Adyen10 of 300Not among the top eight
HighRadius9 of 301Not among the top eight
Ramp7 of 301Not among the top eight
Flywire7 of 300Not among the top eight
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 MineralTree. 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 27 of the 30 answers that named MineralTree and are not a share of its labels.

Domains cited

highradius.com19
theretailexec.com13
g2.com9
bill.com8
rillion.com8
gitnux.org7
medius.com7
stampli.com7
wise.com7
worldmetrics.org7

Ninety-two of the ninety-two domain citations in answers naming MineralTree came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

mineraltree.com is not in Google's top ten for any of the category's searches. In the answers, MineralTree takes 4% of first choices and Versapay takes 19%.
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In search

Google, US estimates
Position for “b2b payment platforms”
–
not in the top ten
Position for “b2b payment acceptance platform”
–
not in the top ten
Searches for its name, Google
1,300 a month (“mineraltree”)
AI search demand for its name, est.
4 a month
Organic visits to its site
about 15,195 a month
Searches its site ranks for
1,798 · 70 in the top three
Sites linking to it
1,412
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
61 ads · 53 image, 6 text, 2 video · 18 shown in the last 30 days

First shown February 2024, as GLOBAL PAYMENTS INC., verified. Ads started 2025-10 to 2026-09: 37 in the year, 24 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
4%
rank 10 of 94 in B2B payment acceptance
Segment leader
19%
Versapay
First choices
3 across its categories
Named in
30 answers
Its own site cited
in 27 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

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Addresses on mineraltree.com
665
subdomains included
Content
596
counted in the table below
Documentation
1
Product · Integration
14 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog350132026-09-23Accounts payable automat, Corporate cards
Report or ebook5812026-08-17Accounts payable automat
News or press5702025-06-04
Webinar or virtual event4612026-09-15Corporate cards, Accounts payable automat
Podcast or video3002026-05-19
Case study2602026-04-17
Comparison1202025-12-18Accounts payable automat
Glossary or explainer902026-05-28
Conference or event602021-08-23
Template or tool202026-02-11
How it is countedHide how it is counted

Every page mineraltree.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 MineralTree

What the judge wrote, as written, with how often. The vendor table decides that these count as MineralTree; a claim can dispute any of them.
MineralTree (TotalAP) 1

Follow MineralTree

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

MineralTree is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
MineralTree's accounts payable (AP) automation software integrates with your ERP to increase efficiency and reduce fraud risk.
For
finance teams; mid-market to global enterprise
Customers named
The Baltimore RavensEO ProductsLadera WineryHealth ProgramsSimple MillsOlympia HospitalityPaytronixHealthcare Practice Management Company
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting

What MineralTree's own pages state, read September 28, 2026: mineraltree.com, mineraltree.com/solutions, mineraltree.com/resources/case-studies, mineraltree.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 MineralTree'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 MineralTree, 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 MineralTree by email, built from the raw record of the edition. It shows:

  • where MineralTree 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 MineralTree, 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.
The subscriber app

A verification link goes to your work email; an address at mineraltree.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.