Index › HR › Products › Float · November 2026 Edition
3 categories · Ranked

Float

float.com ↗

#8Best rank (small business)
9/14Models named it
3First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inWorkforce scheduling #9Workforce planning #8 small businessTime and attendance #50
What AI models recommend in workforce planning

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

“Float is widely regarded as the top resource management tool for mid-market B2B service providers, tech companies, and consulting firms.”Gemini 3.5 Flash · Direct question · first choice
“Good lower-complexity alternatives for replacing spreadsheets with resource scheduling”Perplexity Sonar · Budget-constrained question · alternative
“Best for Resource Planning (Agency Focus) Recommendation: Float”Qwen 3.7 Flash · Paraphrase question · alternative
“Float *(Best Dedicated Resource Allocation Tool)*”Gemini 3.5 Flash · Budget-constrained question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Float, over the 20 answers that named it, and how often each was the first choice instead.

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

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 Float 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 17 of the 20 answers that named Float and are not a share of its labels.

Domains cited

peoplemanagingpeople.com8
rocketlane.com7
resources.rework.com6
walkme.com6
dialzara.com5
joinhomebase.com5
float.comIts own site4
g2.com4
connecteam.com3
disprz.ai3

Forty-seven of the fifty-one domain citations in answers naming Float came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Float across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash11002
Perplexity Sonar01001
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on float.com
741
subdomains included
Content
328
counted in the table below
Documentation
210
Product · Integration
6 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog27402026-06-05
Conference or event1902025-11-04
Case study18undated
Report or ebook6undated
Comparison632026-09-14
Glossary or explainer402025-08-21
News or press1undated
How it is countedHide how it is counted

Every page float.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.