Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 13 pointsNot ranked
3 categories · Named, not rankedAndela
8Judge labels
0First choices
2Negative labels
6 / 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.
Standing
4 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Andela was named 4 times in Talent intelligence and 2 other categories, where Pin led with 27%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market33 of 90
0%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In talent intelligence · 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 Andela 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 |
|---|---|---|---|---|---|---|---|
| Talent intelligence | Performance and talent management | 0% | 33 of 90 | 0% | 2 | under 10 labels · led by Pin at 27% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Contingent workforce management | Workforce planning and analytics | 0% | 33 of 121 | 0% | 1 | under 10 labels · led by VectorVMS at 16% | newNew since September 2026: not ranked then, 0% now. |
| Internal talent marketplace | Performance and talent management | 0% | 62 of 102 | 0% | 1 | under 10 labels · led by Fuel50 at 47% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Andela held within the floor in all three categories: no change cleared 13 points.
Best category · Talent intelligence · 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 28 → 45 of 80
EnterprisegoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 13 pointsNot ranked
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Talent intelligence | 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 28 → 33 of 90 |
| Contingent workforce man | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 33 of 121, unchanged |
| Internal talent marketpl | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 62 of 102, 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 Andela 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 Andela 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 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative4 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative3 labelsNone
First choiceAlternativeMentionNegative8 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.
“Managed/curated platforms like Toptal or Andela (they vet talent before listing)” DeepSeek V4 Flash · Contingent workforce man · negative 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 Andela, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Andela was named but was not.ShowHide
Named alongside
The products named in the same answers as Andela, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Andela 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 Andela. 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 8 of the 8 answers that named Andela and are not a share of its labels.
Domains cited
g2.com3
pin.com3
a.team2
aicostadvisory.com2
awesomic.com2
checkthat.ai2
cotocus.com2
hiringmanager.net2
learn.g2.com2
linkedin.com2
Twenty-two of the twenty-two domain citations in answers naming Andela came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on andela.com
234
subdomains included
Content
163
counted in the table below
Documentation
0
Product · Integration
0 · 4
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 154 | 99 | 2026-10-01 | Talent intelligence | |
| Webinar or virtual event | 4 | undated | |||
| Report or ebook | 2 | undated | |||
| Blog | 1 | undated | |||
| Case study | 1 | undated | |||
| Conference or event | 1 | undated |
Most recent
- 2026-10-01How althea is building an ai native engineering model with andela anthropic news or press
- 2026-10-01How whistic is building an ai powered risk operations platform with andela anthropic news or press
- 2026-10-01How nexford university is building an ai native university with andela anthropic news or press
- 2026-10-01How location live is using claude to speed up development and keep its marketplace innovating news or press
- 2026-09-30Technology and the global south a us strategy for competitiveness news or press
- 2026-09-30Why job titles are failing enterprise tech hiring eci research news or press
How it is countedHide how it is counted
Every page andela.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 October 5, 2026.
Follow Andela
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
Andela is its own company.ShowHide
The company
Andela is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The Human Layer Powering Production AI
- For
- enterprise AI transformation
- Customers named
- LatticeGoldman SachsSoFiCapital OneThe Weather CompanyRESYJohnson & JohnsonIndeed
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What Andela's own pages state, read October 6, 2026: andela.com, trust.andela.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 Andela'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 Andela, 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 Andela by email, built from the raw record of the edition. It shows:
- where Andela 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 Andela, 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.