Finance AI Index

Index › Products › Temforce · October 2026 Edition

1 category · Named, not ranked

Temforce

10Judge labels

0First choices

1Negative labels

8 / 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.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Temforce was named 2 times in Telecom expense mgmt, where Genuity led with 19%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business24 of 106

under the label threshold

Mid-market41 of 89

under the label threshold

Enterprise66 of 69

under the label threshold

In telecom expense mgmt · 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 Temforce 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
Telecom expense management	Spend and procurement	0%	41 of 89	0%	2	under 10 labels · led by Genuity at 19%

Movement

This is the first edition on this tier, so no move can be computed for Temforce yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Temforce across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	1	1
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	1	0	1
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	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

Direct2 labelsNone

Paraphrase0 labelsNone

Comparative4 labels1not counted in share

Budget-constrained0 labelsNone

Scale-constrained2 labelsNone

Negative2 labels1not counted in share

First choiceAlternativeMentionNegative10 labels in all, every segment counted; 0 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.

“Temforce (workflow-focused)” Grok 4.1 Fast · Telecom expense mgmt · scale 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.

No model argued against it.

Named alongside

The products named in the same answers as Temforce, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Temforce was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Calero8 of 102Not among the top eight

Tangoe One Telecom7 of 101Not among the top eight

Brightfin5 of 100Not among the top eight

Sakon5 of 100Not among the top eight

Lightyear3 of 100Not among the top eight

Zoho Expense3 of 100Not among the top eight

Genuity2 of 102Not among the top eight

ExpenseLogic2 of 101Not among the top eight

vManager2 of 101Not among the top eight

Avotus2 of 100Not 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 Temforce. 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 10 of the 10 answers that named Temforce and are not a share of its labels.

Domains cited

capterra.com8

softwareadvice.com8

sociumit.com6

uplandsoftware.com5

g2.com4

gartner.com4

guideflow.com4

paylinedata.com4

thectoclub.com4

capterra.co.uk3

Fifty of the fifty domain citations in answers naming Temforce came from somebody else's page.

Pages cited

capterra.com/resources/best-telecom-expense-management-software-review-analysis7

softwareadvice.com/telecom-expense-management7

sociumit.com/resources/blog/best-telecom-expense-management-software-20265

uplandsoftware.com/cimpl/technology-expense-management/best-telecom-expense-management-sof5

g2.com/categories/telecom-expense-management-tem-solutions4

guideflow.com/blog/telecom-expense-software4

paylinedata.com/blog/telecom-expense-management-software4

thectoclub.com/tools/best-telecom-expense-management-software4

Pages are listed as the models cited them.

Search and answers

temforce.com is not in Google's top ten for any of the category's searches. In the answers, Temforce takes 0% of first choices and Genuity takes 19%.

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In search

Google, US estimates

Position for “telecom expense management platform”

–

not in the top ten

Position for “telecom expense management platforms”

–

not in the top ten

Searches for its name, Google: 20 a month (“temforce”)
AI search demand for its name, est.: 0 a month
Organic visits to its site: about 92 a month
Searches its site ranks for: 65 · 3 in the top three
Sites linking to it: 479
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

rank 41 of 89 in telecom expense mgmt

Segment leader

19%

Genuity

First choices: 0 across its categories
Named in: 10 answers
Its own site cited: in 10 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 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 temforce.com

567

subdomains included

Content

410

counted in the table below

Documentation

Product · Integration

0 · 0

Kind	Pages	Latest	Categories named
Blog	387	2026-06-26	Expense management, Telecom expense mgmt
Comparison	11	2026-06-25
Template or tool	5	2026-06-22
Glossary or explainer	5	2026-06-21	Expense management
Report or ebook	2	2025-12-04

Most recent

2026-06-26Tem software api integration blog
2026-06-26Technology expense management services blog
2026-06-26Technology invoice management services blog
2026-06-25Temops workflow management software blog
2026-06-25Tem program operating model gap blog
2026-06-25Tem invoice approval risk blog

How it is countedHide how it is counted

Every page temforce.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 expense management (52); 11 name the category the models place it in. Read October 5, 2026.

Follow Temforce

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

Temforce is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: TEM software for private equity portfolio companies that need spend visibility, invoice validation, supplier accountability, lifecycle control, savings proof, AI, APIs, support, and reporting.
temforce.com
For: private equity portfolio companies
temforce.com
Free plan or trial: Start Free Trial temforce.com
Not stated on the pages read: Price, starting price, integrations, certifications, hosting, customers

What Temforce's own pages state, read October 5, 2026: temforce.com. 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 Temforce'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 Temforce, 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 Temforce by email, built from the raw record of the edition. It shows:

where Temforce 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 Temforce, 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.