Active Learning Tools
This dashboard shows how AI assistants rank and cite brands like Labelbox
SuperAnnotate
Snorkel AI
Roboflow in Active Learning Tools. Track position history, compare brand visibility, and see which source domains shape the answers. Use the model filter to switch between all providers or a single AI system and the report updates instantly.
AI model filter
Position history
Current brand snapshot
25 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | →0 |     | |
| 2 | ↑2 | | |
| 3 | →0 | | |
| 4 | ↑6 | | |
| 5 | ↑17 | | |
| 6 | ↓-1 | | |
| 7 | ↑1 | | |
| 8 | ↑1 | | |
| 9 | ↑18 | | |
| 10 | ↓-8 | | |
| 11 | ↑1 | | |
| 12 | ↑3 | | |
| 13 | ↓-7 | | |
| 14 | ↑6 | | |
| 15 | ↓-4 | | |
| 16 | New | | |
| 17 | New | | |
| 18 | New | | |
| 19 | New | | |
| 20 | New | | |
| 21 | New | | |
| 22 | ↑3 | | |
| 23 | New | | |
| 24 | New | | |
| 25 | New | |
Current source snapshot
27 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 14 | | |
| 2 | 8 | | |
| 3 | 4 | | |
| 4 | encord.comOfficial | 2 | |
| 5 | 2 | | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | dataloop.aiOfficial | 1 | |
| 10 | deepl.comOfficial | 1 | |
| 11 | 1 | | |
| 12 | 1 | | |
| 13 | 1 | | |
| 14 | 1 | | |
| 15 | 1 | | |
| 16 | huggingface.coOfficial | 1 | |
| 17 | 1 | | |
| 18 | labelbox.comOfficial | 1 | |
| 19 | 1 | | |
| 20 | roboflow.comOfficial | 1 | |
| 21 | salesforce.comOfficial | 1 | |
| 22 | 1 | | |
| 23 | snorkel.aiOfficial | 1 | |
| 24 | superannotate.comOfficial | 1 | |
| 25 | 1 | | |
| 26 | v7labs.comOfficial | 1 | |
| 27 | 1 | |
Position history
Current brand snapshot
10 brands
| # | Pos. | Brand | LLMs |
|---|---|---|---|
| 1 | →0 | | |
| 2 | ↑2 | | |
| 3 | ↓-1 | | |
| 4 | New | | |
| 5 | ↑3 | | |
| 6 | New | | |
| 7 | New | | |
| 8 | New | | |
| 9 | New | | |
| 10 | New | |
Current source snapshot
4 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 8 | | |
| 2 | 6 | | |
| 3 | 4 | | |
| 4 | 2 | |
Position history
Current brand snapshot
10 brands
Current source snapshot
10 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | dataloop.aiOfficial | 1 | |
| 2 | deepl.comOfficial | 1 | |
| 3 | huggingface.coOfficial | 1 | |
| 4 | labelbox.comOfficial | 1 | |
| 5 | roboflow.comOfficial | 1 | |
| 6 | salesforce.comOfficial | 1 | |
| 7 | scale.comOfficial | 1 | |
| 8 | snorkel.aiOfficial | 1 | |
| 9 | superannotate.comOfficial | 1 | |
| 10 | v7labs.comOfficial | 1 | |
Position history
Amazon Augmented AICurrent brand snapshot
10 brands
Current source snapshot
3 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 8 | | |
| 2 | encord.comOfficial | 2 | |
| 3 | 1 | |
Position history
Current brand snapshot
9 brands
Current source snapshot
11 sources
| # | Source | Ment.Mentions | LLMs |
|---|---|---|---|
| 1 | 1 | | |
| 2 | 1 | | |
| 3 | 1 | | |
| 4 | 1 | | |
| 5 | 1 | | |
| 6 | 1 | | |
| 7 | 1 | | |
| 8 | 1 | | |
| 9 | 1 | | |
| 10 | 1 | | |
| 11 | 1 | |