Small businessnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 80 of 89, unchanged
1 category · Named, not rankedFrontline Education
12Judge labels
0First choices
12Negative 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
8 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Frontline Education was named 8 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 business81 of 90
0%2 labels
under the label threshold
Mid-market101 of 106
0%8 labels
under the label threshold
Enterprise81 of 91
0%2 labels
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 Frontline Education 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 | 0% | 101 of 106 | 100% | 8 | under 10 labels · led by Connecteam at 49% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Frontline Education held within the floor in its one category: no change cleared 13 points.
Best category · Frontline employee apps · by segment
Mid-market=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 93 → 95 of 100
EnterprisenewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 64 of 82, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Frontline employee apps | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 93 → 101 of 106 |
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 Frontline Education 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 Frontline Education 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 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 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
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative12 labelsNone
First choiceAlternativeMentionNegative12 labels in all, every segment counted; 0 of the 0 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.
No positive label carried a quote.
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.
“user reports mention frequent crashes, bugs, sign-in issues, and poor experience with third-party access restrictions” Perplexity Sonar · Frontline employee apps · negative prompt · hard negative
“Frontline Education app - User reports cite frequent crashes, bugs, and poor user experience” MiniMax M2.5 · Frontline employee apps · negative prompt · hard negative
“Frontline Education due to frequent crashes and bugs” Llama 4 Maverick · Frontline employee apps · negative prompt · hard negative
“user reviews are consistently poor due to performance issues. The mobile app is notorious for delayed push notifications, buggy login screens, and crashing” Gemini 3.5 Flash · Frontline employee apps · negative prompt · soft negative
Named alongside
The products named in the same answers as Frontline Education, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Frontline Education was named but was not.ShowHide
Named alongside
The products named in the same answers as Frontline Education, over the 12 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Frontline Education 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 Frontline Education. 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 Frontline Education and are not a share of its labels.
Domains cited
hr-ai-index.com9
joinblink.com6
mangoapps.com6
reddit.com5
getflip.com4
play.google.com4
slashdot.org4
apps.apple.com3
speakap.com3
staffbase.com3
Forty-seven of the forty-seven domain citations in answers naming Frontline Education came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
frontlineeducation.com ranks first on Google for the category's searches. In the answers, Frontline Education takes 0% of first choices and Connecteam takes 49%.ShowHide
Search and answers
frontlineeducation.com ranks first on Google for the category's searches. In the answers, Frontline Education takes 0% of first choices and Connecteam takes 49%.
ShowHideIn search
Google, US estimatesPosition for “frontline apps”
1
Position for “frontline employee communication app”
–
not in the top ten
- Searches for its name, Google
- 201,000 a month (“frontline education”)
- AI search demand for its name, est.
- 502 a month
- Organic visits to its site
- about 1,051,859 a month
- Searches its site ranks for
- 8,241 · 1,778 in the top three
- Sites linking to it
- 12,160
- Paid Google search
- 1 searches its ads show for, about 135 clicks and $621 a month (estimate)
In answers
This editionShare of first choices
0%
rank 101 of 106 in frontline employee apps
Segment leader
49%
Connecteam
- First choices
- 0 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
ShowHide
What it publishes
ShowHideAddresses on frontlineeducation.com
1,956
subdomains included
Content
1,610
counted in the table below
Documentation
3
Product · Integration
16 · 20
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,040 | 5 | 2026-09-28 | Employee onboarding, Time and attendance | |
| Case study | 197 | 1 | 2026-07-13 | Employee onboarding, Time and attendance | |
| Webinar or virtual event | 144 | 14 | 2026-09-28 | ||
| News or press | 120 | 0 | 2026-04-22 | ||
| Podcast or video | 40 | 0 | 2024-07-09 | ||
| Report or ebook | 31 | 4 | 2026-09-25 | Employee onboarding | |
| Conference or event | 15 | 0 | 2026-05-05 | ||
| Template or tool | 14 | 0 | 2026-05-12 | ||
| Comparison | 6 | 0 | 2023-11-16 | ||
| Glossary or explainer | 3 | undated |
Most recent
- 2026-09-28Asset audit readiness inventory help desk blog
- 2026-09-28Shars 360 random moment time study then now webinar or virtual event
- 2026-09-28Document once cover it all streamlining general compliance and medicaid reimbursement webinar or virtual event
- 2026-09-25Teacher absence management checklist report or ebook
- 2026-09-18The big picture of teacher absenteeism empty classrooms report or ebook
- 2026-09-18Hiring retention fill rates a data driven sub strategy webinar or virtual event
How it is countedHide how it is counted
Every page frontlineeducation.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 Frontline Education
What the judge wrote, as written, with how often. The vendor table decides that these count as Frontline Education; a claim can dispute any of them.
Frontline Education app 3Frontline Education App 1
Follow Frontline Education
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
Frontline Education is its own company.ShowHide
The company
Frontline Education is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- K-12 school administration software
- For
- strategic K-12 leaders
- Free plan or trial
- the Frontline mobile app is complimentary for your administrators, staff, and substitutes frontlineeducation.com/solutions/absence-time/hr-resource-center
- Customers named
- Fairfax School DistrictClear Lake SchoolsSchool City of HobartEast HanoverLufkin ISDZionsville Community SchoolsNacogdoches ISDSayreville Public Schools
- Not stated on the pages read
- Price, starting price, integrations, certifications, hosting
What Frontline Education's own pages state, read October 5, 2026: frontlineeducation.com, frontlineeducation.com/blog/tag/compliance, frontlineeducation.com/solutions/absence-time/hr-resource-center, frontlineeducation.com/case-studies, frontlineeducation.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 Frontline Education'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 Frontline Education, 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 Frontline Education by email, built from the raw record of the edition. It shows:
- where Frontline Education 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 Frontline Education, 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.