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 22 → 80 of 83
3 categories · RankedMangoApps
97Judge labels
7First choices
9Negative labels
13 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
6% in Frontline employee apps for enterprise buyers
Rank 11 of 86 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 0% of its 13 labels there were negative.
What the models named instead of MangoApps →By buyer segmentRead the same way at every buyer size.
Small business84 of 87
0%8 labels
under the label threshold
Mid-market11 of 86
4%13 labels
accepted challenger
Enterprise13 of 92
2%15 labels
accepted challenger
In internal communications · 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 MangoApps 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 |
|---|---|---|---|---|---|---|---|
| Internal communications and intranet | Onboarding and employee experience | 4% | 11 of 86 | 0% | 13 | accepted challenger | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Frontline employee apps | Onboarding and employee experience | 2% | 7 of 106 | 0% | 21 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Workforce scheduling | Core HR and payroll | 0% | 49 of 108 | 0% | 1 | under 10 labels · led by Deputy at 37% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, MangoApps held within the floor in all three categories: no change cleared 13 points.
Best category · Internal communications · by segment
Mid-market▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
4%from 2% in September 2026
Inside the floor by 11 pointsRank 11 of 83, 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 8 → 11 of 87
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Internal communications | 2% | 4% | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 of 86, unchanged |
| 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 6 → 7 of 106 |
| Workforce scheduling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 49 of 108, 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 MangoApps 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 MangoApps 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 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.1 Fast | 0 | 0 | 4 | 0 | 4 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 3 | 0 | 4 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 4 | 0 | 0 | 4 |
| Kimi K2 | 0 | 1 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 3 | 1 | 0 | 0 | 4 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |
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 labels2
Paraphrase15 labels3
Comparative35 labels7not counted in share
Budget-constrained4 labels1
Scale-constrained17 labels1
Negative9 labelsNone
First choiceAlternativeMentionNegative97 labels in all, every segment counted; 7 of the 14 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.
“MangoApps – Best for organizations needing a unified platform for intranet, communications, operations, and HR” Mistral Small · Internal communications · comparative prompt · first choice
“MangoApps | Enterprise mixed desk + frontline workforces | Unified super app with full workflow depth” GLM 4.7 FlashX · Frontline employee apps · comparative prompt · first choice
“Good candidates for your size typically include Simpplr, Workvivo, MangoApps, Interact, or Igloo” DeepSeek V4 Flash · Internal communications · scale prompt · first choice
“The Best All-Rounder: MangoApps ... widely considered the leader for mid-market organizations” GLM 4.7 FlashX · Internal communications · direct prompt · first choice
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 MangoApps, over the 97 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and MangoApps was named but was not.ShowHide
Named alongside
The products named in the same answers as MangoApps, over the 97 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and MangoApps 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 MangoApps. 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 97 of the 97 answers that named MangoApps and are not a share of its labels.
Domains cited
mangoapps.comYour site92
staffbase.com57
guideflow.com51
joinblink.com50
oak.com38
peoplemanagingpeople.com34
g2.com31
workvivo.com30
simpplr.com28
hr-ai-index.com24
343 of the 435 domain citations in answers naming MangoApps came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
mangoapps.com ranks 8 on Google for the category's searches. In the answers, MangoApps takes 4% of first choices and Microsoft Teams takes 14%.ShowHide
Search and answers
mangoapps.com ranks 8 on Google for the category's searches. In the answers, MangoApps takes 4% of first choices and Microsoft Teams takes 14%.
ShowHideIn search
Google, US estimatesPosition for “employee intranet”
–
not in the top ten
Position for “intranet platforms”
–
not in the top ten
- Searches for its name, Google
- 720 a month (“mangoapps”)
- AI search demand for its name, est.
- 3 a month
- Organic visits to its site
- about 8,205 a month
- Searches its site ranks for
- 3,141 · 73 in the top three
- Sites linking to it
- 2,383
- Paid Google search
- 2 searches its ads show for, about 7 clicks and $241 a month (estimate)
In answers
This editionShare of first choices
4%
rank 11 of 86 in internal communications
Segment leader
14%
Microsoft Teams
- First choices
- 7 across its categories
- Named in
- 97 answers
- Its own site cited
- in 97 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 mangoapps.com
9,844
subdomains included
Content
8,469
counted in the table below
Documentation
611
Product · Integration
106 · 187
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Template or tool | 7,233 | undated | |||
| Blog | 797 | 50 | 2026-09-20 | ||
| Report or ebook | 123 | 1 | 2026-07-28 | ||
| Glossary or explainer | 121 | 0 | 2025-12-11 | ||
| Comparison | 90 | 1 | 2026-08-27 | ||
| Case study | 65 | 0 | 2025-06-13 | ||
| Conference or event | 24 | 0 | 2024-05-03 | ||
| Webinar or virtual event | 13 | 2 | 2026-08-12 | ||
| News or press | 3 | undated |
Most recent
- 2026-09-20The hidden tax of lost context in frontline operations blog
- 2026-09-13Where frontline work leaks fixing the shift handoff problem blog
- 2026-09-08Best healthcare communication apps hospital frontline staff blog
- 2026-09-08Aligning communications training operations software blog
- 2026-09-08Knowledge base software sop policy management regulated blog
- 2026-09-08Performance management software frontline hourly employees blog
How it is countedHide how it is counted
Every page mangoapps.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 MangoApps
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
MangoApps is its own company.ShowHide
The company
MangoApps is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The AI Platform for the Frontline Workforce
- For
- frontline organizations
- Price stated
- Free for 14 days while we prepare your proposal — no card. mangoapps.com
- Starting price
- 9 mangoapps.com/pricing
- Free plan or trial
- Start free with a suite 10 seats · 14 days free · no card mangoapps.com
- Integrations claimed
- 200 mangoapps.com
- Certifications
- HITRUSTSOC 2 Type IIISO 27001FedRAMP ATOHIPAAGDPRSOC 2FedRAMP
- Customers named
- AutoZonePetSmartA.S. WatsonRaley'sFull HousePetauriSuperdrugKelly-Moore Paints
- Not stated on the pages read
- Hosting
What MangoApps's own pages state, read September 28, 2026: mangoapps.com, mangoapps.com/pricing, mangoapps.com/glossary/compliance, mangoapps.com/platform, mangoapps.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 MangoApps'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 MangoApps, 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 MangoApps by email, built from the raw record of the edition. It shows:
- where MangoApps 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 MangoApps, 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.