HR AI Index

Index › Products › Skedulo · October 2026 Edition

1 category · Named, not ranked

Skedulo

12Judge labels

2First choices

0Negative labels

10 / 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

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Skedulo was named 6 times in Frontline employee apps, where Connecteam led with 49%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business16 of 90

under the label threshold

Mid-market8 of 106

under the label threshold

Enterprise10 of 91

under the label threshold

In frontline employee apps · 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 Skedulo 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
Frontline employee apps	Onboarding and employee experience	2%	8 of 106	0%	6	under 10 labels · led by Connecteam at 49%	=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Skedulo held within the floor in its one category: no change cleared 13 points.

Best category · Frontline employee apps · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

0%from 0% in September 2026

Inside the floor by 13 pointsRank 17 → 15 of 89

Mid-market=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

2%from 2% in September 2026

Inside the floor by 13 pointsRank 8 of 100, unchanged

Enterprise=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

2%from 2% in September 2026

Inside the floor by 13 pointsRank 13 → 10 of 82

All categories · Mid-market

Category	September 2026	Now	Change	Reading	Rank
Frontline employee apps	2%	2%	=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.	Within noise	Rank 8 of 106, 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 13 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 Skedulo across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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

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

Direct0 labelsNone

Paraphrase10 labels2

Comparative2 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative12 labels in all, every segment counted; 2 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.

“Skedulo - Best for enterprises and mid-market managing mobile or deskless workers” Llama 4 Maverick · Frontline employee apps · paraphrase prompt · first choice

“If your B2B needs lean heavily toward advanced field service (e.g., job dispatching), consider Skedulo as a close second.” Grok 4.1 Fast · Frontline employee apps · paraphrase prompt · alternative

“Skedulo if your main need is field scheduling and dispatch” Perplexity Sonar · Frontline employee apps · paraphrase prompt · alternative

“If you have field teams, Skedulo would be the best choice.” MiniMax M2.5 · Frontline employee apps · 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.

No model argued against it.

Named alongside

The products named in the same answers as Skedulo, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Skedulo was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Connecteam10 of 125Not among the top eight

MangoApps6 of 121Not among the top eight

Deputy5 of 121Not among the top eight

Beekeeper5 of 120Not among the top eight

Blink5 of 120Not among the top eight

Staffbase4 of 122Not among the top eight

When I Work3 of 120Not among the top eight

Microsoft 365 for Frontline Workers2 of 121Not among the top eight

Microsoft 365 with Viva2 of 121Not among the top eight

ADP WorkForce Software2 of 120Not 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 Skedulo. 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 12 of the 12 answers that named Skedulo and are not a share of its labels.

Domains cited

guideflow.com12

mangoapps.com9

hr-ai-index.com7

g2.com6

joinblink.com6

arrivy.com5

joinhomebase.com4

workstream.us4

dupple.com3

f6s.com3

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

Pages cited

guideflow.com/blog/deskless-workforce-software8

guideflow.com/blog/mobile-workforce-software7

arrivy.com/blog/best-mobile-workforce-management-software5

guideflow.com/blog/workforce-management-software5

joinblink.com/intelligence/the-complete-guide-to-team-communication-tools-for-deskless-tea5

mangoapps.com/articles/best-employee-app-software5

g2.com/categories/frontline-worker-communication-platforms4

workstream.us/blog/employee-communication-app-deskless-workforce4

Pages are listed as the models cited them.

Search and answers

skedulo.com is not in Google's top ten for any of the category's searches. In the answers, Skedulo takes 2% of first choices and Connecteam takes 49%.

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In search

Google, US estimates

Position for “frontline apps”

–

not in the top ten

Position for “frontline employee communication app”

–

not in the top ten

Searches for its name, Google: 880 a month (“skedulo”)
AI search demand for its name, est.: 15 a month
Organic visits to its site: about 2,160 a month
Searches its site ranks for: 861 · 39 in the top three
Sites linking to it: 1,410
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

13 ads · 6 image, 6 text, 1 video · 0 shown in the last 30 days

First shown February 2026, as SKEDULO INC, verified. Ads started 2025-10 to 2026-09: 13 in the year.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 8 of 106 in frontline employee apps

Segment leader

49%

Connecteam

First choices: 2 across its categories
Named in: 12 answers
Its own site cited: in 12 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 skedulo.com

1,989

subdomains included

Content

712

counted in the table below

Documentation

Product · Integration

18 · 21

Kind	Pages	Last 90 days	Latest	Categories named
Blog	376	0	2026-05-07	Workforce scheduling, Contingent workforce man
Glossary or explainer	125	0	2026-05-07
Conference or event	80	undated
News or press	40	undated
Case study	34	undated
Webinar or virtual event	30	undated
Comparison	10	undated		Workforce management sui
Podcast or video	9	undated
Template or tool	5	undated
Report or ebook	3	undated

Most recent

2026-05-07What is field service management glossary or explainer
2026-05-07Mobile workforce management best practices blog
2026-05-07The rise of the mobile workforce and deskless workers blog

How it is countedHide how it is counted

Every page skedulo.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.

Follow Skedulo

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

Skedulo is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Deskless Productivity and Mobile Workforce Management
skedulo.com
For: any company in any industry
skedulo.com
Price stated: Demo & pricing skedulo.com
Certifications: AWS Qualified SoftwareCCPAGDPRHIPAASOC 2
Customers named: BB ImagingHometreeConnexinSunrunSolace Pediatric Home HealthcareAmerican Red CrossThe John Moriarty FoundationIDSS
Not stated on the pages read: Starting price, free plan or trial, integrations, hosting

What Skedulo's own pages state, read September 28, 2026: skedulo.com, skedulo.com/pricing, trust.skedulo.com, skedulo.com/platform, skedulo.com/customers. 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 Skedulo'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 Skedulo, 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 Skedulo by email, built from the raw record of the edition. It shows:

where Skedulo 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 Skedulo, 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.