AI · alternatives · 2026

24 alternatives to LightTag

The Next Annotation Tool for Teams

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. LightTag launched in 2019; newer entries below may have overtaken it.

1. 1
   LightTag▲71

   The text annotation tool for teams

   2020 · its alternatives →

2. 2
   Data Labeling Platform▲239

   Manage your computer vision data labeling

   2024 · labelyourdata.com · its alternatives →

3. 3AA
   An annotation tool for ML and NLP▲76

   2021 · getmarkup.com · its alternatives →

4. 4
   Labeling AI▲78

   Automatic, deep learning-based data labeling

   2021 · its alternatives →

5. 5
   DeepTagger▲386

   From Documents to Structured Data with Interactive Labelling

   Sep 2025 · deeptagger.com · its alternatives →

6. 6
   Label Studio 1.8.0 Release▲185

   Open source data labelling platform for AI model tuning

   2023 · its alternatives →

7. 7
   Tagbox.io▲374

   Google Photos for business

   2023 · its alternatives →

8. 8
   T-Rex Label▲93

   AI-assisted annotation tool for complex scenes

   2024 · trexlabel.com · its alternatives →

9. 9
   Glov▲94

   Elevate your tagging game with AI precision

   2023 · its alternatives →

10. 10
    Keyword Camera▲130

    Turn your photos into title, description & keywords using AI

    2023 · its alternatives →

11. 11
    AnnotateAI▲83

    Human-guided AI data annotation, fast & scalable

    Feb 2026 · annotateai.xyz · its alternatives →

12. 12
    InstaGraph▲102

    Text2Graph AI Agent: A text prompt into a knowledge graph

    2023 · its alternatives →

13. 13
    AI Auto-Labeling by T-Rex Label▲101

    Auto-Identify and Label ANYTHING You Need

    2025 · trexlabel.com · its alternatives →

14. 14
    AgentEcho▲89

    Annotate any webpage UI and export feedback as Markdown

    Jan 2026 · github.com · its alternatives →

15. 15
    BrandBastion Lite▲92

    Manage social media comments faster with AI

    2023 · its alternatives →

16. 16
    d-label▲5

    annotation tool allowing you to outperform text APIs

    2020 · its alternatives →

17. 17
    Roboflow Annotate▲103

    Annotate images with ease. Export to any format.

    2021 · its alternatives →

18. 18
    TagTeam▲109

    Natural Language Processing API for unstructured text.

    2022 · its alternatives →

19. 19
    Light▲86

    One Stop Solution for Collaboration

    2022 · its alternatives →

20. 20
    Labelf AI▲137

    NLP Low code platform to train an AI with active learning

    2021 · its alternatives →

21. 21
    Mentions▲115

    AI-powered brand monitoring in real time

    2025 · mentions.digital · its alternatives →

22. 22
    Perfect Label▲62

    AI powered solution for unwrapping and stitching labels

    2020 · its alternatives →

23. 23
    Light Preview Release▲94

    A highly personalized AI assistant with intuition

    2023 · its alternatives →

24. 24
    Teamsight▲90

    Beautiful knowledge management for teams.

    2018 · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →