Dataset size
The latest Active Learning Tools run found 24 recommended brands and 22 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 18 October 2026
Brands
Category coverage
24
ranked across AI engines
Sources
Evidence base
22
domains cited in answers
Brand sites
Official share
22%
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 |
| Cleanlab | 2 |
| Encord | 3 |
| SuperAnnotate | 4 |
| Kahoot! | 5 |
What AI tools say about Active Learning Tools
Movement
What changed this week?
Labelbox overtook Label Studio this week to take the top position.
Sources
Which sources shape AI answers?
No single publisher dominates. The most cited sources are Aiaviationacademy, Askmebazaar and Guideflow, which means the citation field is open.
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, Cleanlab, and Encord lead Active Learning Tools across AI answers from ChatGPT, Google AI Mode, Gemini and Perplexity.
Brand sites
Aiaviationacademy, Askmebazaar, and Guideflow are the most cited brand sites in this category.
Weekly movement
Top 10 onlyBiggest gains
Moved up this week
Snorkel AI15 to #9
Cleanlab8 to #2
Encord6 to #3
Biggest losses
Moved down this week
Pear Deck12 to #18
Voxel519 to #17
Lightly AI6 to #12
Label Studio5 to #6
Prodigy3 to #7
Rank history
Weekly rank changes for the current top 10
| Rank | Brand | Previous | Current | Change | Best |
|---|---|---|---|---|---|
| #1 | #2 | #1 | 1 | #1 | |
| #2 | #10 | #2 | 8 | #1 | |
| #3 | #9 | #3 | 6 | #2 | |
| #4 | #3 | #4 | 1 | #1 | |
| #5 | #5 | #5 | 0 | #3 | |
| #6 | #1 | #6 | 5 | #1 | |
| #7 | #4 | #7 | 3 | #4 | |
| #8 | #10 | #8 | 2 | #6 | |
| #9 | #24 | #9 | 15 | #2 | |
| #10 | #8 | #10 | 2 | #8 |
Current brand snapshot
24 brands
| # | Pos. | Brand |  ChatGPT |  Google AI Mode |  Gemini |  Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | - | #7 | #2 | - | | |
| 2 | +8 | - | #4 | #7 | - | | |
| 3 | +6 | - | #6 | #5 | - | | |
| 4 | -1 | - | #9 | #3 | - | | |
| 5 | 0 | #1 | - | - | - | | |
| 6 | -5 | - | - | #1 | - | | |
| 7 | -3 | - | #1 | - | - | | |
| 8 | +2 | #2 | - | - | - | | |
| 9 | +15 | - | #2 | - | - | | |
| 10 | -2 | - | #3 | - | - | | |
| 11 | 0 | #3 | - | - | - | | |
| 12 | -6 | - | - | #4 | - | | |
| 13 | +2 | #4 | - | - | - | | |
| 14 | 0 | - | #10 | #6 | - | | |
| 15 | -1 | - | #8 | #8 | - | | |
| 16 | 0 | #5 | - | - | - | | |
| 17 | -9 | - | #5 | - | - | | |
| 18 | -12 | #6 | - | - | - | | |
| 19 | 0 | #7 | - | - | - | | |
| 20 | +2 | #8 | - | - | - | | |
| 21 | -4 | - | - | #9 | - | | |
| 22 | -8 | #9 | - | - | - | | |
| 23 | -12 | - | - | #10 | - | | |
| 24 | +1 | #10 | - | - | - | |
Current source snapshot
22 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 10 | | |
| 2 | 7 | | |
| 3 | 6 | | |
| 4 | MentimeterOfficial | 3 | |
| 5 | 3 | | |
| 6 | 3 | | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | 2 | | |
| 10 | LightlyOfficial | 2 | |
| 11 | 2 | | |
| 12 | 2 | | |
| 13 | CleanlabOfficial | 1 | |
| 14 | DataloopOfficial | 1 | |
| 15 | 1 | | |
| 16 | EncordOfficial | 1 | |
| 17 | LabelboxOfficial | 1 | |
| 18 | LabelstudOfficial | 1 | |
| 19 | ScaleOfficial | 1 | |
| 20 | 1 | | |
| 21 | 1 | | |
| 22 | SuperannotateOfficial | 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 |
|---|---|
| Kahoot! | 1 |
| Nearpod | 2 |
| Mentimeter | 3 |
| Wayground | 4 |
| Poll Everywhere | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | 0 | #1 | - | - | - | | |
| 2 | +1 | #2 | - | - | - | | |
| 3 | +1 | #3 | - | - | - | | |
| 4 | +2 | #4 | - | - | - | | |
| 5 | +2 | #5 | - | - | - | | |
| 6 | -4 | #6 | - | - | - | | |
| 7 | +1 | #7 | - | - | - | | |
| 8 | +1 | #8 | - | - | - | | |
| 9 | -3 | #9 | - | - | - | | |
| 10 | 0 | #10 | - | - | - | |
Current source snapshot
10 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 7 | | |
| 2 | 6 | | |
| 3 | MentimeterOfficial | 3 | |
| 4 | 3 | | |
| 5 | 2 | | |
| 6 | 2 | | |
| 7 | 2 | | |
| 8 | 2 | | |
| 9 | 2 | | |
| 10 | 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 |
|---|---|
| Prodigy | 1 |
| Snorkel AI | 2 |
| Argilla | 3 |
| Cleanlab | 4 |
| Voxel51 | 5 |
Current brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +1 | - | #1 | - | - | | |
| 2 | +6 | - | #2 | - | - | | |
| 3 | 0 | - | #3 | - | - | | |
| 4 | -2 | - | #4 | - | - | | |
| 5 | +1 | - | #5 | - | - | | |
| 6 | -1 | - | #6 | - | - | | |
| 7 | -3 | - | #7 | - | - | | |
| 8 | -2 | - | #8 | - | - | | |
| 9 | -4 | - | #9 | - | - | | |
| 10 | -1 | - | #10 | - | - | |
Current source snapshot
1 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 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 |
| Labelbox | 2 |
| SuperAnnotate | 3 |
| Lightly AI | 4 |
| Encord | 5 |
Amazon Web ServicesCurrent brand snapshot
10 brands
| # | Pos. | Brand | ChatGPT | Google AI Mode | Gemini | Perplexity | Seen in |
|---|---|---|---|---|---|---|---|
| 1 | +3 | - | - | #1 | - | | |
| 2 | -1 | - | - | #2 | - | | |
| 3 | -1 | - | - | #3 | - | | |
| 4 | +6 | - | - | #4 | - | | |
| 5 | -2 | - | - | #5 | - | | |
| 6 | +1 | - | - | #6 | - | | |
| 7 | -1 | - | - | #7 | - | | |
| 8 | +2 | - | - | #8 | - | | |
| 9 | -1 | - | - | #9 | - | | |
| 10 | -2 | - | - | #10 | - | |
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 Cleanlab and Encord. 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 Aiaviationacademy, Askmebazaar and Guideflow, out of 22 tracked sources. No single publisher dominates. The most cited sources are Aiaviationacademy, Askmebazaar and Guideflow, 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, Snorkel AI, Pear Deck, Voxel51, Cleanlab and Encord and 3 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 24 recommended brands and 22 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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