Dataset size
The latest Active Learning Tools run found 26 recommended brands and 25 cited sources in AI answers.
Active Learning Tools
This weekly AI Brand Index shows how AI tools answer buyer questions in the Active Learning Tools category. SupaIntent asks each LLM the same question: which brands are the most visible, significant, and recommended in that niche. Each system returns its own top. We track what brands are recommended, which cited sources are used and how positions move week to week. Use it to see the freshest AI visibility data for this category.
Updated 9 August 2026
Brands
Category coverage
26
ranked across AI engines
Sources
Evidence base
25
domains cited in answers
Brand sites
Official share
35%
from brand-owned domains
AI model filter
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Labelbox | 1 |
| SuperAnnotate | 2 |
| Roboflow | 3 |
| Snorkel AI | 4 |
| Label Studio | 5 |
What AI tools say about Active Learning Tools
Movement
What changed this week?
Labelbox held the top position, but the ranking below it moved sharply: Prodigy, Meta Platforms Inc. (Active Learning Tools offerings) and Google DeepMind (Active Learning Platforms) entered the top 10 this week, while V7 and Encord dropped at least three positions.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are G2, Aiopsschool and Reddit, which means the citation field is open.
Engines
Do AI engines agree on the leader?
The engines disagree on the leader. ChatGPT and Gemini both name Labelbox first, Google AI Mode names Label Studio, and Perplexity names Meta Platforms Inc. (Active Learning Tools offerings).
Citation-ready
Key facts from this AI Brand Index report
Current leader
Labelbox ranks #1 for Active Learning Tools in the latest SupaIntent AI Brand Index run.
Top brands
Labelbox, SuperAnnotate, and Roboflow lead Active Learning Tools across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
G2, Aiopsschool, and Reddit are the most cited brand sites in this category.
Weekly movement
Top 10 onlyEntered the index
New in the top 10
Prodigy#6
- MEMeta Platforms Inc.Active Learning Tools offerings) (#9
- GOGoogle DeepMindActive Learning Platforms) (#10
Biggest gains
Moved up this week
Snorkel AI9 to #4
Biggest losses
Moved down this week
V715 to #20
Encord3 to #7
Unchanged at the top
Leader held position
Labelboxstayed #1
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #1 | #1 | 0 | #1 | |
| #2 | #2 | #2 | 0 | #2 | |
| #3 | #3 | #3 | 0 | #3 | |
| #4 | #13 | #4 | 9 | #2 | |
| #5 | #6 | #5 | 1 | #3 | |
| #6 | New | #6 | New | #6 | |
| #7 | #4 | #7 | 3 | #2 | |
| #8 | #7 | #8 | 1 | #1 | |
| #9 | New | #9 | New | #9 | |
| #10 | New | #10 | New | #10 |
Current brand snapshot
26 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | #4 | #1 | - | | |
| 2 | 0 | #3 | #2 | #3 | - | | |
| 3 | 0 | #4 | #8 | #5 | - | | |
| 4 | +9 | #2 | - | #9 | #7 | | |
| 5 | +1 | #8 | #1 | - | - | | |
| 6 | New | #6 | #5 | #10 | - | | |
| 7 | -3 | #5 | - | #7 | - | | |
| 8 | -1 | - | - | #2 | #10 | | |
| 9 | New | - | - | - | #1 | | |
| 10 | New | - | - | - | #2 | | |
| 11 | +6 | - | #6 | #8 | - | | |
| 12 | +2 | - | #3 | - | - | | |
| 13 | New | - | - | - | #3 | | |
| 14 | +5 | - | - | #4 | - | | |
| 15 | New | - | - | - | #4 | | |
| 16 | New | - | - | - | #5 | | |
| 17 | New | - | - | #6 | - | | |
| 18 | New | - | - | - | #6 | | |
| 19 | +1 | #7 | - | - | - | | |
| 20 | -15 | - | #7 | - | - | | |
| 21 | New | - | - | - | #8 | | |
| 22 | New | - | - | - | #9 | | |
| 23 | New | - | #9 | - | - | | |
| 24 | New | #9 | - | - | - | | |
| 25 | New | #10 | - | - | - | | |
| 26 | New | - | #10 | - | - | |
Current source snapshot
25 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 11 | | |
| 2 | 6 | | |
| 3 | 4 | | |
| 4 | 3 | | |
| 5 | CleanlabOfficial | 2 | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | CognitivescaleOfficial | 1 | |
| 9 | DatarobotOfficial | 1 | |
| 10 | MicrosoftOfficial | 1 | |
| 11 | SnorkelOfficial | 1 | |
| 12 | EncordOfficial | 1 | |
| 13 | 1 | | |
| 14 | HuggingfaceOfficial | 1 | |
| 15 | LabelboxOfficial | 1 | |
| 16 | LabellerrOfficial | 1 | |
| 17 | LabelstudOfficial | 1 | |
| 18 | OpenaiOfficial | 1 | |
| 19 | ProdiOfficial | 1 | |
| 20 | 1 | | |
| 21 | 1 | | |
| 22 | 1 | | |
| 23 | SnorkelOfficial | 1 | |
| 24 | SuperannotateOfficial | 1 | |
| 25 | WandbOfficial | 1 | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Labelbox | 1 |
| Snorkel AI | 2 |
| SuperAnnotate | 3 |
| Roboflow | 4 |
| Encord | 5 |
Amazon SageMaker Ground TruthCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +2 | #2 | - | - | - | | |
| 3 | 0 | #3 | - | - | - | | |
| 4 | +1 | #4 | - | - | - | | |
| 5 | -3 | #5 | - | - | - | | |
| 6 | New | #6 | - | - | - | | |
| 7 | +1 | #7 | - | - | - | | |
| 8 | New | #8 | - | - | - | | |
| 9 | New | #9 | - | - | - | | |
| 10 | New | #10 | - | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Label Studio | 1 |
| SuperAnnotate | 2 |
| CVAT | 3 |
| Labelbox | 4 |
| Prodigy | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +2 | - | #1 | - | - | | |
| 2 | 0 | - | #2 | - | - | | |
| 3 | +7 | - | #3 | - | - | | |
| 4 | -3 | - | #4 | - | - | | |
| 5 | New | - | #5 | - | - | | |
| 6 | +2 | - | #6 | - | - | | |
| 7 | 0 | - | #7 | - | - | | |
| 8 | -4 | - | #8 | - | - | | |
| 9 | New | - | #9 | - | - | | |
| 10 | New | - | #10 | - | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Labelbox | 1 |
| Scale AI | 2 |
| SuperAnnotate | 3 |
| Dataloop | 4 |
| Roboflow | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | +7 | - | - | #2 | - | | |
| 3 | -1 | - | - | #3 | - | | |
| 4 | New | - | - | #4 | - | | |
| 5 | -2 | - | - | #5 | - | | |
| 6 | New | - | - | #6 | - | | |
| 7 | -2 | - | - | #7 | - | | |
| 8 | +2 | - | - | #8 | - | | |
| 9 | New | - | - | #9 | - | | |
| 10 | New | - | - | #10 | - | |
Position history
Position history chart for the top brands in this AI Brand Index category. Lower rank numbers mean stronger visibility.
| Brand | Latest rank |
|---|---|
| Meta Platforms Inc. (Active Learning Tools offerings) | 1 |
| Google DeepMind (Active Learning Platforms) | 2 |
| OpenAI | 3 |
| Microsoft Azure ML | 4 |
| DataRobot | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | New | - | - | - | #1 | | |
| 2 | New | - | - | - | #2 | | |
| 3 | New | - | - | - | #3 | | |
| 4 | New | - | - | - | #4 | | |
| 5 | New | - | - | - | #5 | | |
| 6 | New | - | - | - | #6 | | |
| 7 | New | - | - | - | #7 | | |
| 8 | New | - | - | - | #8 | | |
| 9 | New | - | - | - | #9 | | |
| 10 | New | - | - | - | #10 | |
Current source snapshot
11 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 1 | | |
| 2 | 1 | | |
| 3 | CognitivescaleOfficial | 1 | |
| 4 | DatarobotOfficial | 1 | |
| 5 | MicrosoftOfficial | 1 | |
| 6 | 1 | | |
| 7 | HuggingfaceOfficial | 1 | |
| 8 | OpenaiOfficial | 1 | |
| 9 | ScaleOfficial | 1 | |
| 10 | SnorkelOfficial | 1 | |
| 11 | WandbOfficial | 1 | |
Common AI search questions about Active Learning Tools
Q1
Who leads Active Learning Tools in AI answers?
Labelbox is the most recommended active learning tools brand in the latest AI Brand Index run. The next highest-ranked brands are SuperAnnotate and Roboflow. The engines disagree on the leader. ChatGPT and Gemini both name Labelbox first, Google AI Mode names Label Studio, and Perplexity names Meta Platforms Inc. (Active Learning Tools offerings).
Q2
Which cited sources are used for Active Learning Tools?
The most cited sources for active learning tools recommendations are G2, Aiopsschool and Reddit, out of 25 tracked sources. No single publisher dominates. The most cited sources are G2, Aiopsschool and Reddit, which means the citation field is open.
Q3
How fresh is this Active Learning Tools ranking?
The AI Brand Index updates every Sunday. In the latest run, Prodigy, Meta Platforms Inc. (Active Learning Tools offerings) and Google DeepMind (Active Learning Platforms) entered the top 10 and V7, Snorkel AI and Encord moved three or more positions in the active learning tools index.
How to cite this report
Cite the canonical SupaIntent report page when referencing this AI visibility ranking.
SupaIntent AI Brand Index: Active Learning Tools. https://supaintent.com/ai-brand-index/artificial-intelligence-active-learning-tools
Report data
Download the same ranking data used by the chart, tables and Dataset schema.
AI Brand Index methodology
Rankings use collected AI answers, cited sources, brand-site matching, and provider-level position history.
- SupaIntent measures buying-intent AI answers across ChatGPT, Google AI Mode, Gemini and Perplexity.
- This report uses the latest observed AI answers for Active Learning Tools, including 26 recommended brands and 25 cited sources.
- Brand sites are identified from official domains and subdomains, then separated from review, community and publisher sources.
- Weekly movement compares the latest rank with the previous collected position for each brand.
Reveal where AI sends your clients
Track prompt-level visibility across ChatGPT, Gemini, Perplexity, and Google AI search. See which competitors win the answer, which sources shape the response, and where your brand is missing.