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Finance AI Index
Index › Products › Sakon · October 2026 Edition
1 category · Ranked

Sakon

95Judge labels
6First choices
30Negative 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
10% in Telecom expense mgmt for enterprise buyers
Rank 11 of 89 in the mid-market standingcriticized challenger
1 of 14 models made it the first choice on the direct prompt; 34% of its 32 labels there were negative.
What the models named instead of Sakon →
By buyer segmentRead the same way at every buyer size.
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 Sakon 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
Telecom expense managementSpend and procurement2%11 of 8934%32criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Sakon 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 Sakon 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 4.501102
GPT-5.4 mini02103
Gemini 3.5 Flash03014
Perplexity Sonar00123
Grok 4.1 Fast10001
Mistral Small10124
DeepSeek V4 Flash01124
Llama 4 Maverick00101
Qwen 3.7 Flash00101
Kimi K203003
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna10012
Muse Glimmer 30B01034

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
Direct17 labels4
Paraphrase14 labels2
Comparative28 labels5not counted in share
Budget-constrained13 labelsNone
Scale-constrained7 labelsNone
Negative16 labelsNone
First choiceAlternativeMentionNegative95 labels in all, every segment counted; 6 of the 11 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.

“Sakon stands out for its ability to pay vendors directly and automate the entire billing workflow” Mistral Small · Telecom expense mgmt · comparative prompt · first choice
“Start with vCom or Sakon if you're mid-market B2B with moderate telecom complexity” Grok 4.1 Fast · Telecom expense mgmt · direct prompt · first choice
“Start with Tangoe, Calero, Sakon, and Cimpl for a broad enterprise TEM comparison” GPT-6 Luna · Telecom expense mgmt · comparative prompt · first choice
“Sakon excels at managing "mobility as a service" for enterprises with thousands of corporate mobile devices” Gemini 3.5 Flash · Telecom expense mgmt · comparative 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.

“What to Avoid for Mid-Market” DeepSeek V4 Flash · Telecom expense mgmt · direct prompt · hard negative
“Caution: While Sakon offers native integration with ServiceNow, it is less widely adopted and may not have the same level of scalability or support” Mistral Small · Telecom expense mgmt · negative prompt · soft negative
“AI-driven multi-cloud, telecom and mobility expense tracking with high Gartner ratings, but: "Cons: The steep learning curve for new users."” Muse Glimmer 30B · Telecom expense mgmt · negative prompt · soft negative
“other TEMs [namely Calero, Sakon, and Tangoe] are only feasible for mid-large enterprises” Muse Glimmer 30B · Telecom expense mgmt · direct prompt · soft negative

Named alongside

The products named in the same answers as Sakon, over the 95 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sakon was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Tangoe One Telecom78 of 9523Not among the top eight
Cass Information Systems17 of 950Not among the top eight
Upland Cimpl14 of 950Not among the top eight
Calero-MDSL12 of 950Not 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 Sakon. 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 93 of the 95 answers that named Sakon and are not a share of its labels.

Search and answers

sakon.com ranks 3 on Google for the category's searches. In the answers, Sakon takes 2% of first choices and Genuity takes 19%.
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In search

Google, US estimates
Position for “telecom expense management platform”
3
Position for “telecom expense management platforms”
4
Searches for its name, Google
1,000 a month (“sakon”)
AI search demand for its name, est.
196 a month
Organic visits to its site
about 583 a month
Searches its site ranks for
122 · 16 in the top three
Sites linking to it
656
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
2 ads · 2 text · 2 shown in the last 30 days

First shown September 2024, as Global Sourcing Group, Inc. dba Sakon, verified.

On Google's pages: 1 2

In answers

This edition
Share of first choices
2%
rank 11 of 89 in telecom expense mgmt
Segment leader
19%
Genuity
First choices
6 across its categories
Named in
95 answers
Its own site cited
in 93 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 sakon.com
164
subdomains included
Content
38
counted in the table below
Documentation
0
Product · Integration
14 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog19undatedExpense management
Case study1202025-07-17
News or press3undated
Report or ebook2undated
Glossary or explainer1undatedExpense management, Telecom expense mgmt
Podcast or video102025-07-17

Most recent

How it is countedHide how it is counted

Every page sakon.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 October 5, 2026.

Follow Sakon

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

Sakon is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
An end-to-end device management platform and telecom services platform; "A new way to manage enterprise telecom: Unified, Intelligent, and Accessible with the first Telecom Intelligence AI Agent."
For
enterprises
Certifications
AOTMP® Efficiency First® Certification for Telecom Expense Management (TEM) and Managed Mobility Services (MMS) in 2024
Customers named
ServiceNowKaiserGoldman SachsDollar Tree
Not stated on the pages read
Price, starting price, free plan or trial, integrations, hosting

What Sakon's own pages state, read October 5, 2026: sakon.com, sakon.com/telecom/platform. 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 Sakon'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 Sakon, 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 Sakon by email, built from the raw record of the edition. It shows:

  • where Sakon 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 Sakon, 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.

A verification link goes to your work email; an address at sakon.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.