Index › HR › Products › Assembly · November 2026 Edition
2 categories · Ranked

Assembly

Assembly is an employee recognition and rewards platform for HR and People teams · joinassembly.com ↗

#3Best rank (mid-market)
14/14Models named it
8First choices
3Warnings
November 2026 Edition · all company sizes counted.
Ranked inRecognition and rewards #3 mid-marketEmployee engagement surveys #25
What AI models recommend in recognition and rewards

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“For most mid-market companies: Bonusly or Assembly - excellent balance of features, pricing, and ease of use”GLM 4.7 FlashX · Direct question · first choice
“Bonusly or Assembly offer the best balance of features, transparency, and scalability.”Kimi K2 · Budget-constrained question · first choice
“For a company with a limited budget, Assembly is the best overall choice”Perplexity Sonar · Budget-constrained question · first choice
“Assembly and Bonusly are the top recommendations for small budgets”Mistral Small · Budget-constrained question · first choice

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Assembly, over the 98 answers that named it, and how often each was the first choice instead.

What the models named instead of Assembly →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Assembly's own site, not checked by Gane.

For
HR and People teams
Price stated
Custom pricing available through sales
Starting price
$3
Certifications
GDPR
Customers named
INSBank, AdDaptive Intelligence Inc., Promenade Group, Inc., Apploi, TI/NTG, Minding Miracles Learning Center
Visit joinassembly.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Assembly came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 97 of the 98 answers that named Assembly and are not a share of its labels.

Domains cited

leadchangegroup.com60
capterra.com45
peoplemanagingpeople.com40
getbravo.io34
awardco.com32
softwareadvice.com32
firsthr.app29
bucketlistrewards.com28
matterapp.com27
g2.com25

352 of the 352 domain citations in answers naming Assembly came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Assembly across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.502103
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar10001
Grok 4.2000101
Mistral Small11103
DeepSeek V4 Flash02103
Llama 4 Maverick01102
Qwen 3.7 Flash02002
Kimi K212104
GLM 4.7 FlashX12205
MiniMax M2.501102
GPT-6 Luna00101
Muse Glimmer 30B04004

What it publishes

Addresses on joinassembly.com
955
subdomains included
Content
757
counted in the table below
Documentation
65
Product · Integration
8 · 37
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog619142026-09-22Performance management, HRIS and HCM platforms
Comparison4712026-07-07
Template or tool4102023-05-26Employee onboarding
Conference or event2202025-04-23
Glossary or explainer2102026-03-26
Case study302022-03-29
Report or ebook2undated
News or press2undated
How it is countedHide how it is counted

Every page joinassembly.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.