Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Sources

personal AI knowledge and study tools

Recent window: last 5.2 months (2026-04-25 → 2026-09-30), compared with the prior 5.2 months.

education · 140 members · Data as of 2026-10-03

These products offer AI-assisted note-taking, research canvases, digital second brains, and study aids to organize and synthesize information. They are used primarily by students, researchers, and knowledge workers seeking to improve retention and productivity. This cluster is distinguished from enterprise collaboration wikis by its focus on individual cognition, learning habits, and personal memory augmentation.

Metrics

Stage
forming
Recent count
111
Prior count
8
Total count
140
Momentum
300.00
Attention
0.34
Crowding
0.60
Concentration
0.81
Opportunity
0.48

Opportunity components

Attention
0.34
Low crowding
0.40
Momentum (normalized)
1.00
Low concentration
0.19

Source split

github
5 (0.05)
hn
3 (0.03)
ph
103 (0.93)
yc
0 (0.00)

Dominant source: ph · Divergence: 0.93

Similar themes

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
Ai study hub PH 1 2026-09-20
Doc2Quiz PH 1 2026-09-22
MindMapExt PH 1 2026-09-22
DocMind AI PH 1 2026-09-23
Fix My Brainrot PH 1 2026-09-23
thorg.ai PH 1 2026-09-25
FineStation PH 1 2026-09-25
PaperBridge PH 1 2026-09-22
Project Z PH 1 2026-09-27
My PhD PH 1 2026-09-27
WhileStudy PH 1 2026-09-28
MyVitalForge PH 1 2026-09-28
Leno PH 1 2026-09-28
Walden PH 1 2026-09-28
Syllabloom PH 1 2026-09-28
Challenge Study Engine PH 1 2026-09-29
Nura PH 1 2026-09-30
DataForest PH 1 2026-09-30
Digital planner hub PH 1 2026-09-30
Thesys PH 1 2026-09-30
Obliq (Beta) PH 1 2026-09-30
Easel PH 1 2026-10-01
CramClip PH 1 2026-10-02
Ultimate Student Academic Planner PH 1 2026-09-06
nodeshape PH 1 2026-09-06
ScholarMind PH 1 2026-09-06
Classroom Hub PH 1 2026-09-06
Thinkergpt PH 1 2026-09-06
Octa Study PH 1 2026-09-12
Sanmine Space PH 1 2026-09-13
BYAMN PH 1 2026-09-18
Student Productivity Dashboard PH 1 2026-09-21
StudyFlow PH 1 2026-09-27
mindmapx PH 1 2026-09-27
SoloSchool PH 1 2026-09-29
KBV Research DataPro PH 1 2026-09-29
Campus 24x7 PH 1 2026-09-30
Nexus PH 1 2026-10-03
ScholarSail PH 1 2026-10-02
WorkContext PH 1 2026-10-03