Dataset size
The latest Active Learning Tools run found 18 recommended brands and 15 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 which brands are recommended, which sources are cited, and how rankings change week over week. Use it to see the freshest AI visibility data for this category.
Updated 4 October 2026
Brands
Category coverage
18
ranked across AI engines
Sources
Evidence base
15
domains cited in answers
Brand sites
Official share
38%
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 |
|---|---|
| SuperAnnotate | 1 |
| Encord | 2 |
| Label Studio | 3 |
| Labelbox | 4 |
| Roboflow | 5 |
What AI tools say about Active Learning Tools
Movement
What changed this week?
SuperAnnotate overtook Labelbox this week to take the top position.
Sources
Which sources shape AI answers?
Answers in this category lean on vendor pages: Lightly, Encord and Superannotate are the most cited brand-owned sources, and official domains account for 38% of all citations.
Citation-ready
Key facts from this AI Brand Index report
Current leader
SuperAnnotate ranks #1 for Active Learning Tools in the latest SupaIntent AI Brand Index run.
Top brands
SuperAnnotate, Encord, and Label Studio lead Active Learning Tools across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
G2, Lightly, and Modelsagree are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Encord15 to #2
Lightly AI13 to #6
Label Studio9 to #3
Argilla8 to #9
Voxel517 to #8
- ANand 1 more
Biggest losses
Moved down this week
V7 Labs9 to #12
CVAT9 to #13
Labelbox3 to #4
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #2 | #1 | 1 | #1 | |
| #2 | #17 | #2 | 15 | #2 | |
| #3 | #12 | #3 | 9 | #3 | |
| #4 | #1 | #4 | 3 | #1 | |
| #5 | #8 | #5 | 3 | #2 | |
| #6 | #19 | #6 | 13 | #2 | |
| #7 | #5 | #7 | 2 | #4 | |
| #8 | #15 | #8 | 7 | #4 | |
| #9 | #17 | #9 | 8 | #9 | |
| #10 | #10 | #10 | 0 | #1 |
Current brand snapshot
18 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | #5 | #4 | #2 | - | | |
| 2 | +15 | #1 | - | #3 | - | | |
| 3 | +9 | #9 | #1 | #8 | - | | |
| 4 | -3 | #7 | - | #1 | - | | |
| 5 | +3 | #4 | - | #4 | - | | |
| 6 | +13 | #3 | #7 | #10 | - | | |
| 7 | -2 | #8 | #2 | - | - | | |
| 8 | +7 | #6 | #6 | - | - | | |
| 9 | +8 | #10 | #3 | - | - | | |
| 10 | 0 | #2 | - | - | - | | |
| 11 | +2 | - | #5 | - | - | | |
| 12 | -9 | - | - | #5 | - | | |
| 13 | -9 | - | - | #6 | - | | |
| 14 | -2 | - | - | #7 | - | | |
| 15 | +6 | - | #8 | - | - | | |
| 16 | New | - | #9 | - | - | | |
| 17 | +5 | - | - | #9 | - | | |
| 18 | New | - | #10 | - | - | |
Current source snapshot
15 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 13 | | |
| 2 | LightlyOfficial | 9 | |
| 3 | 8 | | |
| 4 | EncordOfficial | 6 | |
| 5 | SuperannotateOfficial | 4 | |
| 6 | 3 | | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | 2 | | |
| 10 | Voxel51Official | 1 | |
| 11 | 1 | | |
| 12 | ProdiOfficial | 1 | |
| 13 | 1 | | |
| 14 | 1 | | |
| 15 | 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 |
|---|---|
| Encord | 1 |
| Cleanlab | 2 |
| Lightly AI | 3 |
| Roboflow | 4 |
| SuperAnnotate | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +8 | #2 | - | - | - | | |
| 3 | 0 | #3 | - | - | - | | |
| 4 | 0 | #4 | - | - | - | | |
| 5 | 0 | #5 | - | - | - | | |
| 6 | +1 | #6 | - | - | - | | |
| 7 | -5 | #7 | - | - | - | | |
| 8 | -2 | #8 | - | - | - | | |
| 9 | -1 | #9 | - | - | - | | |
| 10 | 0 | #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 |
| Prodi.gy | 2 |
| Argilla | 3 |
| SuperAnnotate | 4 |
| LightTag | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +6 | - | #1 | - | - | | |
| 2 | +4 | - | #2 | - | - | | |
| 3 | +7 | - | #3 | - | - | | |
| 4 | -1 | - | #4 | - | - | | |
| 5 | +5 | - | #5 | - | - | | |
| 6 | -4 | - | #6 | - | - | | |
| 7 | -6 | - | #7 | - | - | | |
| 8 | +1 | - | #8 | - | - | | |
| 9 | New | - | #9 | - | - | | |
| 10 | New | - | #10 | - | - | |
Current source snapshot
5 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 3 | | |
| 2 | LightlyOfficial | 3 | |
| 3 | 2 | | |
| 4 | 1 | | |
| 5 | 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 |
| SuperAnnotate | 2 |
| Encord | 3 |
| Roboflow | 4 |
| V7 Labs | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | - | - | #1 | - | | |
| 2 | +1 | - | - | #2 | - | | |
| 3 | +4 | - | - | #3 | - | | |
| 4 | -2 | - | - | #4 | - | | |
| 5 | +1 | - | - | #5 | - | | |
| 6 | -2 | - | - | #6 | - | | |
| 7 | +2 | - | - | #7 | - | | |
| 8 | -3 | - | - | #8 | - | | |
| 9 | 0 | - | - | #9 | - | | |
| 10 | -2 | - | - | #10 | - | |
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | LightlyOfficial | 6 | |
| 2 | EncordOfficial | 5 | |
| 3 | SuperannotateOfficial | 4 | |
| 4 | 2 | |
Common AI search questions about Active Learning Tools
Q1
Who leads Active Learning Tools in AI answers?
SuperAnnotate is the most recommended active learning tools brand in the latest AI Brand Index run. The next highest-ranked brands are Encord and Label Studio. Per-engine leader data is not available for this run.
Q2
Which cited sources are used for Active Learning Tools?
The most cited sources for active learning tools recommendations are G2, Lightly and Modelsagree, out of 15 tracked sources. Answers in this category lean on vendor pages: Lightly, Encord and Superannotate are the most cited brand-owned sources, and official domains account for 38% of all citations. The main independent sources are G2, Modelsagree and Aiaviationacademy.
Q3
How fresh is this Active Learning Tools ranking?
The AI Brand Index updates every Sunday. In the latest run, Encord, Lightly AI, Label Studio, V7 Labs and CVAT and 4 other brands 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 18 recommended brands and 15 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.
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