Nicheloom

The opportunity tracker for new startups.

Sources

Compare Sources

Which niches lean heavily toward one launch source over another. Divergence of 0 means a niche's launches are evenly split across sources; 1 means every launch in it came from a single source.

Recent window: last 5.3 months (2026-04-28 → 2026-10-06), compared with the prior 5.3 months.

Most single-source-skewed niches

Each bar is one niche's recent launches, stacked by source — the split itself, not just an abstracted divergence number. A bar that's almost entirely one color is skewed toward that source; a taller bar also means more total recent volume.

Niches ranked by divergence

Niche github count github share hn count hn share ph count ph share yc count yc share Dominant source Divergence ▼
ai hairstyle and grooming tools 0 0.00 0 0.00 28 1.00 0 0.00 ph 1.00
consumer rewards and gift card guides 0 0.00 0 0.00 21 1.00 0 0.00 ph 1.00
niche apparel and fashion brands 0 0.00 0 0.00 62 1.00 0 0.00 ph 1.00
gaming utility tools and mods 35 1.00 0 0.00 0 0.00 0 0.00 github 1.00
intentional professional networking platforms 0 0.00 0 0.00 38 1.00 0 0.00 ph 1.00
gift card and reward platforms 0 0.00 0 0.00 22 1.00 0 0.00 ph 1.00
teleprompter and video recording tools 0 0.00 0 0.00 36 1.00 0 0.00 ph 1.00
specialized marketplaces and discovery platforms 0 0.00 1 0.01 97 0.99 0 0.00 ph 0.99
e-commerce automation and merchant tools 1 0.01 0 0.00 178 0.99 1 0.01 ph 0.99
gift cards and giveaway platforms 1 0.02 0 0.00 63 0.98 0 0.00 ph 0.98
ai prompts, templates, and guides 0 0.00 1 0.02 54 0.98 0 0.00 ph 0.98
specialized calculators and estimation tools 0 0.00 1 0.01 98 0.98 1 0.01 ph 0.98
digital agency and freelance consulting services 1 0.02 0 0.00 47 0.98 0 0.00 ph 0.98
specialized calculators and math tools 4 0.01 2 0.01 273 0.98 0 0.00 ph 0.98
personal finance and property calculators 0 0.00 2 0.02 88 0.98 0 0.00 ph 0.98
digital advertising and marketing automation 2 0.01 0 0.00 218 0.98 3 0.01 ph 0.98
resume builders and job application agents 2 0.02 0 0.00 115 0.97 1 0.01 ph 0.97
invoicing and receipt management tools 4 0.02 1 0.01 176 0.97 0 0.00 ph 0.97
business operations and client management 1 0.01 1 0.01 141 0.98 1 0.01 ph 0.97
wedding and event planning tools 1 0.01 1 0.01 68 0.97 0 0.00 ph 0.97
ad creation and conversion tools 2 0.02 1 0.01 102 0.97 0 0.00 ph 0.97
resume builders and cv optimizers 2 0.02 0 0.00 99 0.97 1 0.01 ph 0.97
ai sales and crm automation 4 0.01 2 0.01 263 0.97 1 0.00 ph 0.97
leaderboards and competitive ranking tools 3 0.02 2 0.01 158 0.97 0 0.00 ph 0.97
billing, invoicing, and revenue tools 5 0.03 1 0.01 188 0.97 0 0.00 ph 0.97
parenting and family tracking apps 0 0.00 2 0.03 62 0.97 0 0.00 ph 0.97
novelty apps and casual web experiments 2 0.03 0 0.00 59 0.97 0 0.00 ph 0.97
expiration, validity, and deadline trackers 2 0.02 2 0.02 112 0.97 0 0.00 ph 0.97
consumer rewards and incentive platforms 1 0.04 0 0.00 27 0.96 0 0.00 ph 0.96
iOS photo and utility apps 1 0.01 3 0.03 103 0.96 0 0.00 ph 0.96
professional networking and matchmaking tools 1 0.02 1 0.02 51 0.96 0 0.00 ph 0.96
event management and ticketing platforms 2 0.03 1 0.01 74 0.96 0 0.00 ph 0.96
operational SaaS and workflow platforms 6 0.03 0 0.00 170 0.96 1 0.01 ph 0.96
event photo sharing and invitations 0 0.00 3 0.04 72 0.96 0 0.00 ph 0.96
pricing intelligence and revenue analytics 2 0.01 4 0.03 143 0.96 0 0.00 ph 0.96
family and household management tools 7 0.03 4 0.02 246 0.96 0 0.00 ph 0.96
coaching, career, and skill development 4 0.04 0 0.00 86 0.96 0 0.00 ph 0.96
personal and business financial trackers 4 0.01 9 0.02 351 0.96 2 0.01 ph 0.95
focus timers and mindful productivity apps 3 0.04 1 0.01 81 0.95 0 0.00 ph 0.95
recipe discovery and meal planning 1 0.01 5 0.04 117 0.95 0 0.00 ph 0.95
ComfyUI custom nodes and extensions 38 0.95 1 0.03 1 0.03 0 0.00 github 0.95
meeting scheduling and calendar automation 1 0.01 6 0.05 126 0.95 0 0.00 ph 0.95
gaming overlays, mods, and cheats 89 0.95 2 0.02 3 0.03 0 0.00 github 0.95
travel eSIMs and virtual numbers 2 0.05 0 0.00 35 0.95 0 0.00 ph 0.95
AI search optimization and brand tracking 8 0.03 3 0.01 222 0.95 1 0.00 ph 0.94
ai design and 3d modeling tools 8 0.04 2 0.01 170 0.94 0 0.00 ph 0.94
consumer deals and reward platforms 2 0.04 1 0.02 51 0.94 0 0.00 ph 0.94
ai video creation and editing tools 6 0.03 5 0.03 186 0.94 0 0.00 ph 0.94
ai photo-to-video generators 1 0.03 1 0.03 33 0.94 0 0.00 ph 0.94
fitness and workout tracking apps 2 0.01 8 0.05 163 0.94 0 0.00 ph 0.94
messaging-based conversational ai agents 9 0.04 3 0.01 229 0.95 1 0.00 ph 0.94
social gifting, wishlists, and greeting cards 1 0.01 1 0.01 65 0.96 1 0.01 ph 0.94
digital wellbeing and distraction blockers 9 0.05 2 0.01 176 0.94 0 0.00 ph 0.94
media compression and processing utilities 4 0.03 4 0.03 127 0.94 0 0.00 ph 0.94
automotive software and vehicle tools 1 0.01 6 0.05 110 0.94 0 0.00 ph 0.94
AI avatar and portrait tools 2 0.02 3 0.04 77 0.94 0 0.00 ph 0.94
novelty web tools and curiosities 2 0.04 1 0.02 46 0.94 0 0.00 ph 0.94
Pokémon and trading card tools 1 0.01 2 0.02 77 0.95 1 0.01 ph 0.94
media streaming and entertainment tools 5 0.03 4 0.03 135 0.94 0 0.00 ph 0.94
online casino and gambling platforms 2 0.04 0 0.00 45 0.94 1 0.02 ph 0.94
ai translation and dubbing tools 4 0.03 6 0.04 146 0.94 0 0.00 ph 0.94
personalized children's storytelling and learning 2 0.02 5 0.05 100 0.93 0 0.00 ph 0.93
website auditing and SEO diagnostics 9 0.05 2 0.01 185 0.94 1 0.01 ph 0.93
WhatsApp and messaging utilities 6 0.06 1 0.01 92 0.93 0 0.00 ph 0.93
QR code generation and utilities 4 0.03 5 0.04 118 0.93 0 0.00 ph 0.93
typing practice and keyboard tools 2 0.04 2 0.04 52 0.93 0 0.00 ph 0.93
document and PDF utility tools 19 0.04 17 0.03 465 0.93 0 0.00 ph 0.93
learning and exam preparation tools 10 0.06 2 0.01 155 0.93 0 0.00 ph 0.93
astrology, horoscopes, and celestial tools 2 0.02 5 0.05 90 0.93 0 0.00 ph 0.93
developer dashboards and control panels 90 0.93 2 0.02 5 0.05 0 0.00 github 0.93
personal AI memory and knowledge tools 5 0.03 5 0.03 154 0.93 1 0.01 ph 0.93
censorship bypass and network utilities 38 0.93 1 0.02 2 0.05 0 0.00 github 0.93
ai nutrition and meal tracking 6 0.06 2 0.02 100 0.93 0 0.00 ph 0.93
AI travel planning and navigation tools 8 0.05 3 0.02 136 0.93 0 0.00 ph 0.93
interactive maps and navigation tools 8 0.03 15 0.05 284 0.93 0 0.00 ph 0.93
computational geometry and spatial algorithms 37 0.93 2 0.05 1 0.03 0 0.00 github 0.93
identity verification and immigration tools 3 0.06 1 0.02 49 0.92 0 0.00 ph 0.92
safety, hazard, and risk monitoring 6 0.06 2 0.02 97 0.92 0 0.00 ph 0.92
skill training and course platforms 3 0.08 0 0.00 36 0.92 0 0.00 ph 0.92
restaurant management and digital menus 4 0.05 2 0.03 72 0.92 0 0.00 ph 0.92
personal knowledge and study tools 6 0.06 2 0.02 95 0.92 0 0.00 ph 0.92
video game mods and cheats 71 0.92 3 0.04 3 0.04 0 0.00 github 0.92
geospatial data and property intelligence 11 0.06 4 0.02 177 0.92 0 0.00 ph 0.92
personal health and wellness tracking 3 0.03 2 0.02 107 0.94 2 0.02 ph 0.92
virtual try-on and fashion styling 3 0.03 1 0.01 94 0.93 3 0.03 ph 0.92
specialized healthcare and dental services 5 0.05 0 0.00 92 0.92 3 0.03 ph 0.92
local AI inference and runtimes 161 0.92 10 0.06 4 0.02 0 0.00 github 0.92
property maintenance and repair services 6 0.06 2 0.02 92 0.92 0 0.00 ph 0.92
AI audio and music creation 5 0.03 7 0.05 137 0.92 0 0.00 ph 0.92
local search, mapping, and discovery 2 0.01 8 0.05 136 0.93 1 0.01 ph 0.92
job search and talent intelligence 9 0.05 5 0.03 157 0.92 0 0.00 ph 0.92
calendar, meeting, and focus tools 2 0.01 9 0.06 146 0.92 1 0.01 ph 0.92
AI search and crawler management tools 4 0.04 4 0.04 88 0.92 0 0.00 ph 0.92
digital wallet pass creators 7 0.07 1 0.01 88 0.92 0 0.00 ph 0.92
AI enablement and developer tools 17 0.07 1 0.00 218 0.92 1 0.00 ph 0.92
digital sketching and drawing tools 2 0.03 4 0.06 65 0.92 0 0.00 ph 0.92
casual puzzle and word games 5 0.01 22 0.06 314 0.92 1 0.00 ph 0.92
desktop customization and system utilities 74 0.91 4 0.05 3 0.04 0 0.00 github 0.91
community game ports and decompilations 306 0.91 25 0.07 4 0.01 0 0.00 github 0.91
ai meeting notetakers and transcription 3 0.03 7 0.06 105 0.91 0 0.00 ph 0.91
faith-based and scripture lifestyle apps 7 0.08 1 0.01 83 0.91 0 0.00 ph 0.91
ai video creation and editing tools 10 0.05 7 0.04 176 0.91 0 0.00 ph 0.91
personal habit and goal trackers 6 0.04 8 0.05 144 0.91 0 0.00 ph 0.91
clipboard managers and desktop utilities 6 0.06 3 0.03 92 0.91 0 0.00 ph 0.91
crypto trading and analytics tools 12 0.07 3 0.02 150 0.91 0 0.00 ph 0.91
sports and gaming companion tools 11 0.07 4 0.02 150 0.91 0 0.00 ph 0.91
e-commerce operations and audit tools 7 0.06 1 0.01 100 0.92 1 0.01 ph 0.91
link-in-bio and microsite builders 6 0.07 2 0.02 79 0.91 0 0.00 ph 0.91
Jev and typed decision engines 201 0.91 15 0.07 6 0.03 0 0.00 github 0.91
multi-model ai assistants and interfaces 8 0.03 12 0.05 211 0.91 1 0.00 ph 0.91
ai agent skills and toolkits 114 0.91 4 0.03 6 0.05 1 0.01 github 0.90
ai photo and video editing tools 8 0.07 1 0.01 112 0.91 2 0.02 ph 0.90
visual art and surface design tools 1 0.02 4 0.08 46 0.90 0 0.00 ph 0.90
academic resources and learning platforms 7 0.10 0 0.00 64 0.90 0 0.00 ph 0.90
ai virtual assistants and task agents 5 0.02 7 0.03 224 0.92 7 0.03 ph 0.90
prompt engineering and developer tools 9 0.08 3 0.03 108 0.90 0 0.00 ph 0.90
social engagement and dm automation 4 0.07 2 0.03 54 0.90 0 0.00 ph 0.90
gaming companions and modding utilities 80 0.90 1 0.01 8 0.09 0 0.00 github 0.90
ai recruiting and interview preparation tools 8 0.04 7 0.04 168 0.91 2 0.01 ph 0.90
sports tracking and tournament management 1 0.02 5 0.09 52 0.90 0 0.00 ph 0.90
screenshot and visual capture tools 8 0.08 2 0.02 85 0.89 0 0.00 ph 0.89
custom carplay and infotainment mods 42 0.89 0 0.00 5 0.11 0 0.00 github 0.89
social listening and ad intelligence 5 0.04 8 0.07 109 0.89 0 0.00 ph 0.89
gaming companion and modding tools 50 0.89 1 0.02 5 0.09 0 0.00 github 0.89
ai social media automation tools 11 0.08 1 0.01 117 0.90 1 0.01 ph 0.89
media cleanup and removal tools 6 0.05 8 0.06 116 0.89 0 0.00 ph 0.89
Instagram utilities and creator tools 8 0.11 0 0.00 66 0.89 0 0.00 ph 0.89
consumer gift cards and digital gifting 2 0.04 1 0.02 42 0.91 1 0.02 ph 0.89
AI tutoring and personalized learning 15 0.06 10 0.04 219 0.89 1 0.00 ph 0.89
music creation and learning tools 5 0.05 7 0.07 95 0.89 0 0.00 ph 0.89
generative video and image API gateways 31 0.89 1 0.03 3 0.09 0 0.00 github 0.89
investing and fundraising platforms 2 0.02 8 0.06 116 0.90 3 0.02 ph 0.88
pet care and virtual companions 6 0.05 3 0.02 117 0.91 3 0.02 ph 0.88
decision spinners and casual game utilities 5 0.08 2 0.03 53 0.88 0 0.00 ph 0.88
computational algorithms and developer utilities 45 0.88 6 0.12 0 0.00 0 0.00 github 0.88
niche software utilities and tools 97 0.88 4 0.04 9 0.08 0 0.00 github 0.88
clinical AI and healthcare data platforms 4 0.03 2 0.02 113 0.90 7 0.06 ph 0.88
ai agents and autonomous workflows 18 0.03 9 0.02 487 0.90 29 0.05 ph 0.88
screen recording and demo video tools 14 0.06 13 0.06 198 0.88 0 0.00 ph 0.88
macOS voice dictation and typing tools 10 0.08 6 0.05 116 0.88 0 0.00 ph 0.88
niche developer tools and open-source libraries 116 0.88 4 0.03 12 0.09 0 0.00 github 0.88
packaging, labeling, and gifting tools 6 0.09 2 0.03 58 0.88 0 0.00 ph 0.88
casual and browser-based indie games 10 0.05 10 0.05 174 0.89 2 0.01 ph 0.88
niche hardware and novelty inventions 6 0.07 4 0.05 71 0.88 0 0.00 ph 0.88
niche writing and publishing tools 8 0.07 5 0.04 107 0.88 1 0.01 ph 0.88
digital divination and spiritual apps 1 0.03 4 0.10 35 0.88 0 0.00 ph 0.88
private and decentralized communication tools 12 0.05 19 0.07 231 0.88 1 0.00 ph 0.87
neural rendering and graphics tools 83 0.87 11 0.12 1 0.01 0 0.00 github 0.87
social media downloaders and scrapers 18 0.10 4 0.02 152 0.87 0 0.00 ph 0.87
financial and tabular data tools 5 0.05 8 0.08 87 0.87 0 0.00 ph 0.87
email infrastructure and inbox utilities 11 0.05 16 0.08 179 0.87 0 0.00 ph 0.87
rss readers and personal feed tools 1 0.01 8 0.12 59 0.87 0 0.00 ph 0.87
image processing and conversion utilities 4 0.05 7 0.09 71 0.87 0 0.00 ph 0.87
AI model API gateways and relays 45 0.87 2 0.04 5 0.10 0 0.00 github 0.87
API wrappers for AI subscriptions 44 0.86 2 0.04 5 0.10 0 0.00 github 0.86
gaming utilities, ports, and emulation 119 0.86 16 0.12 3 0.02 0 0.00 github 0.86
spreadsheet enhancement and automation tools 0 0.00 7 0.10 62 0.86 3 0.04 ph 0.86
agent research and evaluation frameworks 139 0.89 5 0.03 9 0.06 4 0.03 github 0.86
chess analysis and AI tools 2 0.04 5 0.10 42 0.86 0 0.00 ph 0.86
on-demand delivery and dispatch platforms 5 0.12 1 0.02 36 0.86 0 0.00 ph 0.86
local inference and ComfyUI tools 54 0.86 2 0.03 7 0.11 0 0.00 github 0.86
media conversion and processing utilities 3 0.04 5 0.07 59 0.87 1 0.01 ph 0.85
open-source AI music generation tools 23 0.85 0 0.00 4 0.15 0 0.00 github 0.85
ai characters, npcs, and personas 11 0.08 7 0.05 115 0.86 1 0.01 ph 0.85
niche digital tools and resources 166 0.86 7 0.04 20 0.10 1 0.01 github 0.85
cross-device control and desktop utilities 15 0.11 6 0.04 117 0.85 0 0.00 ph 0.85
trading tools and market intelligence 10 0.06 8 0.05 136 0.87 3 0.02 ph 0.85
specialized models and agent algorithms 88 0.85 2 0.02 14 0.13 0 0.00 github 0.85
photo-to-craft and pattern generators 4 0.10 2 0.05 33 0.85 0 0.00 ph 0.85
system and uptime monitoring tools 12 0.07 16 0.09 153 0.85 0 0.00 ph 0.85
transit and travel tracking utilities 15 0.12 4 0.03 102 0.84 0 0.00 ph 0.84
app testing and launch validation tools 7 0.11 1 0.02 54 0.86 1 0.02 ph 0.84
ai email assistants and inboxes 6 0.05 6 0.05 97 0.87 3 0.03 ph 0.84
fonts, typography, and unicode tools 7 0.07 9 0.09 83 0.84 0 0.00 ph 0.84
payment processing and billing infrastructure 15 0.09 9 0.05 146 0.85 2 0.01 ph 0.84
screen diagnostics and inspection tools 6 0.12 2 0.04 41 0.84 0 0.00 ph 0.84
digital accessibility and compliance tools 5 0.10 1 0.02 42 0.86 1 0.02 ph 0.84
file sharing and instant hosting tools 5 0.04 16 0.11 118 0.84 1 0.01 ph 0.84
visual asset and interactive design tools 18 0.10 13 0.07 152 0.83 0 0.00 ph 0.83
scientific research and laboratory tools 5 0.17 0 0.00 24 0.83 0 0.00 ph 0.83
gift card and payment platforms 2 0.12 1 0.06 14 0.82 0 0.00 ph 0.82
macOS notch and desktop utilities 13 0.13 5 0.05 82 0.82 0 0.00 ph 0.82
device sleep and keep-awake utilities 8 0.10 7 0.08 68 0.82 0 0.00 ph 0.82
API gateways and developer infrastructure 9 0.82 0 0.00 2 0.18 0 0.00 github 0.82
metabolic health and GLP-1 tracking 2 0.07 1 0.04 23 0.85 1 0.04 ph 0.81
vulnerability exploits and PoC tools 185 0.81 30 0.13 11 0.05 1 0.00 github 0.81
adversarial security and jailbreak tools 47 0.81 2 0.03 9 0.16 0 0.00 github 0.81
reverse engineering and decompilation tools 84 0.81 10 0.10 10 0.10 0 0.00 github 0.81
Roblox script executors and utilities 43 0.83 1 0.02 6 0.12 2 0.04 github 0.81
generative AI model API gateways 33 0.80 1 0.02 7 0.17 0 0.00 github 0.80
professional desktop software and utilities 79 0.81 4 0.04 13 0.13 1 0.01 github 0.80
sleep, mindfulness, and ambient audio tools 11 0.11 7 0.07 83 0.81 1 0.01 ph 0.80
macOS and desktop system utilities 18 0.13 9 0.07 107 0.80 0 0.00 ph 0.80
crypto and prediction market trading bots 22 0.14 6 0.04 128 0.81 2 0.01 ph 0.80
hardware engineering and maker tools 10 0.08 5 0.04 106 0.83 6 0.05 ph 0.80
developer frameworks and app builders 19 0.08 25 0.11 179 0.80 1 0.00 ph 0.79
niche developer utilities and scripts 220 0.79 1 0.00 56 0.20 0 0.00 github 0.79
open-weight models and inference tooling 104 0.79 16 0.12 11 0.08 0 0.00 github 0.79
Android utilities and novelty tools 0 0.00 5 0.21 19 0.79 0 0.00 ph 0.79
color tools and design resources 11 0.12 8 0.09 72 0.79 0 0.00 ph 0.79
desktop utilities, launchers, and terminals 10 0.11 9 0.10 71 0.79 0 0.00 ph 0.79
Claude video prompts and showcases 53 0.80 4 0.06 8 0.12 1 0.02 github 0.79
physical simulation and graphics tools 63 0.79 7 0.09 10 0.13 0 0.00 github 0.79
game modding tools and trainers 74 0.79 0 0.00 20 0.21 0 0.00 github 0.79
Discord automation and customization tools 70 0.79 3 0.03 16 0.18 0 0.00 github 0.79
AI gateways and API infrastructure 29 0.17 6 0.04 135 0.79 1 0.01 ph 0.78
desktop chat copilots and utilities 43 0.78 3 0.05 9 0.16 0 0.00 github 0.78
unified AI model API gateways 14 0.78 0 0.00 4 0.22 0 0.00 github 0.78
Grok API gateways and tools 24 0.77 0 0.00 7 0.23 0 0.00 github 0.77
open-source embedded hardware and firmware 89 0.77 13 0.11 13 0.11 0 0.00 github 0.77
computational biology and personalized therapeutics 10 0.14 2 0.03 59 0.80 3 0.04 ph 0.77
ai video api integration tools 23 0.77 1 0.03 6 0.20 0 0.00 github 0.77
ai image generation api gateways 13 0.76 0 0.00 4 0.24 0 0.00 github 0.76
file management and system utilities 25 0.21 3 0.03 91 0.76 0 0.00 ph 0.76
local speech-to-text and dictation 13 0.14 9 0.10 71 0.76 0 0.00 ph 0.76
engineering software and technical training 19 0.20 3 0.03 71 0.76 0 0.00 ph 0.76
unified AI model API gateways 58 0.76 3 0.04 15 0.20 0 0.00 github 0.76
Windows system and gaming performance tools 96 0.76 3 0.02 27 0.21 0 0.00 github 0.76
music production and audio tools 10 0.10 15 0.15 78 0.76 0 0.00 ph 0.76
specialized developer tools and gadgets 21 0.21 2 0.02 77 0.76 1 0.01 ph 0.75
developer utilities and programming libraries 23 0.11 29 0.13 163 0.75 1 0.00 ph 0.75
markdown editors and documentation tools 11 0.05 41 0.20 154 0.75 0 0.00 ph 0.75
local security and secrets management 11 0.08 24 0.16 110 0.75 1 0.01 ph 0.75
fruit fly connectome AI tools 60 0.77 8 0.10 8 0.10 2 0.03 github 0.74
GPU upscaling and frame generation tools 34 0.74 2 0.04 10 0.22 0 0.00 github 0.74
computer science and AI research implementations 47 0.73 14 0.22 3 0.05 0 0.00 github 0.73
iOS system utilities and modding tools 13 0.27 0 0.00 35 0.73 0 0.00 ph 0.73
developer utilities and desktop clients 60 0.72 21 0.25 2 0.02 0 0.00 github 0.72
low-level systems and networking tools 155 0.73 40 0.19 15 0.07 2 0.01 github 0.72
psychedelic and psychoactive substance tools 6 0.14 4 0.10 31 0.74 1 0.02 ph 0.71
agent skills for video and motion 130 0.71 13 0.07 40 0.22 0 0.00 github 0.71
AI model API proxies and gateways 29 0.71 2 0.05 10 0.24 0 0.00 github 0.71
generative AI models and media tools 24 0.25 4 0.04 67 0.71 0 0.00 ph 0.71
geospatial and space tracking dashboards 9 0.10 17 0.19 62 0.70 0 0.00 ph 0.70
custom media streaming and playback tools 43 0.27 4 0.03 110 0.70 0 0.00 ph 0.70
email template and signature builders 6 0.15 4 0.10 29 0.73 1 0.03 ph 0.70
video game mods and utilities 28 0.70 1 0.03 11 0.28 0 0.00 github 0.70
multimodal and frontier foundation models 10 0.19 4 0.08 37 0.71 1 0.02 ph 0.69
scientific computing and algorithmic libraries 46 0.69 10 0.15 11 0.16 0 0.00 github 0.69
game modding tools and Minecraft clients 59 0.69 9 0.10 18 0.21 0 0.00 github 0.69
indie web and developer side projects 9 0.09 67 0.71 17 0.18 2 0.02 hn 0.68
creative design and media editing software 81 0.68 30 0.25 8 0.07 0 0.00 github 0.68
keyboards and input peripheral tools 10 0.15 11 0.17 44 0.68 0 0.00 ph 0.68
creative coding and visual design tools 163 0.68 66 0.28 10 0.04 1 0.00 github 0.68
developer tools and language utilities 129 0.68 53 0.28 8 0.04 1 0.01 github 0.67
3D design and spatial visualization tools 105 0.68 33 0.21 14 0.09 2 0.01 github 0.67
crypto wallet automation and scripts 31 0.69 1 0.02 12 0.27 1 0.02 github 0.67
software license guides and utilities 18 0.67 2 0.07 7 0.26 0 0.00 github 0.67
ChatGPT ecosystem tools and clients 76 0.66 9 0.08 30 0.26 0 0.00 github 0.66
robotics simulation and embodied AI 62 0.73 8 0.09 6 0.07 9 0.11 github 0.66
book discovery and reading tools 11 0.08 35 0.25 93 0.66 1 0.01 ph 0.66
macOS desktop and window utilities 155 0.66 32 0.14 49 0.21 0 0.00 github 0.66
music production and audio tools 85 0.66 30 0.23 12 0.09 1 0.01 github 0.66
desktop multimedia and video tools 17 0.65 0 0.00 9 0.35 0 0.00 github 0.65
audio editing and music production software 69 0.65 17 0.16 20 0.19 0 0.00 github 0.65
developer tools for coding agents 47 0.13 67 0.19 231 0.66 4 0.01 ph 0.65
MiniMax and generative video tooling 24 0.65 3 0.08 10 0.27 0 0.00 github 0.65
search, reranking, and retrieval infrastructure 77 0.65 35 0.29 7 0.06 0 0.00 github 0.65
self-hosted investment portfolio trackers 22 0.65 1 0.03 11 0.32 0 0.00 github 0.65
industry-specific AI and automation tools 15 0.12 2 0.02 80 0.66 25 0.20 ph 0.64
hardware-reactive animations and UI experiments 42 0.64 4 0.06 20 0.30 0 0.00 github 0.64
browser utilities and web platform tools 133 0.63 64 0.30 13 0.06 1 0.00 github 0.63
system utilities and virtualization tools 272 0.63 134 0.31 18 0.04 5 0.01 github 0.62
quirky interactive tools and visualizations 56 0.61 26 0.28 10 0.11 0 0.00 github 0.61
ai agent tooling and decision engines 91 0.61 6 0.04 53 0.35 0 0.00 github 0.61
Hacker News tools and analytics 7 0.08 53 0.62 25 0.29 1 0.01 hn 0.60
MetaTrader indicators and trading strategies 16 0.40 0 0.00 24 0.60 0 0.00 ph 0.60
software directories and resource portals 11 0.37 1 0.03 18 0.60 0 0.00 ph 0.60
AI video editing and automation tools 50 0.67 9 0.12 11 0.15 5 0.07 github 0.60
video editing and visual effects software 44 0.59 0 0.00 30 0.41 0 0.00 github 0.59
AI coding agents and developer tools 67 0.30 20 0.09 137 0.60 3 0.01 ph 0.59
desktop document and markdown editors 54 0.59 36 0.39 2 0.02 0 0.00 github 0.59
on-device AI runtimes and inference 46 0.61 20 0.27 2 0.03 7 0.09 github 0.59
AI image APIs and creation tools 14 0.58 1 0.04 9 0.38 0 0.00 github 0.58
voice interfaces and audio utilities 32 0.58 22 0.40 0 0.00 1 0.02 github 0.58
casual games and developer toys 44 0.58 15 0.20 17 0.22 0 0.00 github 0.58
AI text humanizers and language models 29 0.29 11 0.11 58 0.59 1 0.01 ph 0.58
coding agents and developer CLI tools 15 0.31 6 0.12 28 0.57 0 0.00 ph 0.57
decentralized and self-hosted networking tools 90 0.58 57 0.37 6 0.04 2 0.01 github 0.57
searchable public records and archives 5 0.31 9 0.56 2 0.13 0 0.00 hn 0.56
persistent memory for AI agents 7 0.06 45 0.38 67 0.56 1 0.01 ph 0.55
technical diagramming and visualization tools 12 0.15 24 0.30 44 0.55 0 0.00 ph 0.55
memory systems for ai agents 54 0.58 24 0.26 12 0.13 3 0.03 github 0.55
developer utilities for coding agents 19 0.58 3 0.09 10 0.30 1 0.03 github 0.55
social media reporting and automation bots 32 0.56 1 0.02 23 0.40 1 0.02 github 0.54
interactive simulations and hobbyist projects 19 0.10 105 0.55 64 0.34 3 0.02 hn 0.53
video games and game development tools 76 0.55 39 0.28 19 0.14 3 0.02 github 0.53
logic puzzles and educational games 26 0.33 42 0.54 9 0.12 1 0.01 hn 0.53
AI agent orchestration and management 15 0.04 174 0.42 218 0.53 3 0.01 ph 0.52
open-source personal wealth trackers 24 0.52 1 0.02 21 0.46 0 0.00 github 0.52
llm inference and model optimization 86 0.55 54 0.35 9 0.06 6 0.04 github 0.52
healthcare and life sciences workflow software 22 0.20 3 0.03 60 0.54 26 0.23 ph 0.51
Claude developer tools and utilities 44 0.28 30 0.19 81 0.52 1 0.01 ph 0.51
developer networking and privacy tools 58 0.30 37 0.19 100 0.51 0 0.00 ph 0.51
developer tools and interfaces for Claude 27 0.31 15 0.17 44 0.51 0 0.00 ph 0.51
voice AI and speech infrastructure 86 0.57 32 0.21 22 0.15 10 0.07 github 0.51
developer infrastructure for AI agents 81 0.53 62 0.41 5 0.03 4 0.03 github 0.51
specialized utilities and niche developer tools 83 0.51 2 0.01 79 0.48 0 0.00 github 0.51
business analytics and revenue optimization 61 0.59 14 0.14 18 0.17 10 0.10 github 0.50
crypto wallet utilities and developer tools 36 0.49 6 0.08 31 0.42 0 0.00 github 0.49
ai browser automation and web scraping 9 0.06 60 0.43 70 0.50 1 0.01 ph 0.49
developer tooling for coding agents 61 0.57 28 0.26 9 0.08 9 0.08 github 0.49
unified AI API gateways and relays 33 0.47 3 0.04 34 0.49 0 0.00 ph 0.49
experimental AI and verification tools 28 0.50 14 0.25 13 0.23 1 0.02 github 0.48
crypto transaction and payment tools 10 0.40 3 0.12 12 0.48 0 0.00 ph 0.48
ai detection and code review tools 4 0.11 16 0.42 18 0.47 0 0.00 ph 0.47
database and backend developer tooling 21 0.10 88 0.42 100 0.48 1 0.00 ph 0.47
alternative social and reading platforms 32 0.46 32 0.46 6 0.09 0 0.00 github 0.46
developer tooling for coding agents 77 0.50 58 0.38 12 0.08 7 0.05 github 0.45
bookmarking and personal reading tools 15 0.25 18 0.31 26 0.44 0 0.00 ph 0.44
ai agent infrastructure and routing 23 0.17 46 0.35 60 0.45 3 0.02 ph 0.43
Git and GitHub developer tools 84 0.39 41 0.19 89 0.42 0 0.00 ph 0.42
ai video creation and editing tools 68 0.46 23 0.16 50 0.34 7 0.05 github 0.41
GPU engineering and compute tooling 75 0.47 46 0.29 27 0.17 10 0.06 github 0.41
embodied AI and robotics platforms 82 0.51 17 0.10 32 0.20 31 0.19 github 0.40
developer tools for AI coding agents 79 0.48 45 0.27 28 0.17 14 0.08 github 0.39
MCP tools and agent infrastructure 61 0.39 40 0.25 56 0.35 1 0.01 github 0.38
ai security and penetration testing agents 53 0.40 29 0.22 44 0.33 8 0.06 github 0.34
developer tooling and infrastructure for ai agents 126 0.40 112 0.35 46 0.14 34 0.11 github 0.29
autonomous robotics and physical systems 47 0.42 19 0.17 16 0.14 30 0.27 github 0.28
AI agent developer infrastructure and tools 81 0.41 42 0.21 34 0.17 41 0.21 github 0.24
AI finance and trading tools 79 0.28 41 0.15 73 0.26 85 0.31 yc 0.16

AI News-only niches

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MIT Technology Review AI-only niches

OpenAI News-only niches

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PH-only niches

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Rest of World-only niches

SEC Form D-only niches

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