Nicheloom

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

Sources

Source comparison

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

Recent window: last 5.1 months (2026-04-24 → 2026-09-27), compared with the prior 5.1 months.

Most single-source-skewed themes

Each bar is one theme'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.

Themes ranked by divergence

Theme github count github share hn count hn share ph count ph share yc count yc share Dominant source Divergence ▼
job search and recruitment tools 0 0.00 0 0.00 67 1.00 0 0.00 ph 1.00
giveaway, raffle, and rewards platforms 0 0.00 0 0.00 32 1.00 0 0.00 ph 1.00
outdoor safety and environmental tech 0 0.00 0 0.00 92 0.99 1 0.01 ph 0.99
ai crm and sales automation 1 0.00 6 0.02 292 0.98 0 0.00 ph 0.98
sports tech and casual gaming 0 0.00 2 0.03 73 0.97 0 0.00 ph 0.97
video game overlays and companion tools 67 0.97 0 0.00 2 0.03 0 0.00 github 0.97
billing, invoicing, and revenue recovery 3 0.02 1 0.01 133 0.97 0 0.00 ph 0.97
generative video and image API gateways 32 0.97 0 0.00 1 0.03 0 0.00 github 0.97
calculators and financial estimation tools 3 0.02 2 0.01 153 0.97 0 0.00 ph 0.97
enterprise workflow and developer tools 4 0.03 0 0.00 117 0.97 0 0.00 ph 0.97
gifting, wishlists, and greeting cards 2 0.02 1 0.01 84 0.97 0 0.00 ph 0.97
teleprompters and voice recording tools 1 0.03 0 0.00 28 0.97 0 0.00 ph 0.97
personal health and wellness trackers 2 0.02 1 0.01 83 0.97 0 0.00 ph 0.97
personal and family tracking tools 0 0.00 2 0.04 51 0.96 0 0.00 ph 0.96
startup launch and fundraising tools 3 0.02 2 0.01 179 0.97 1 0.01 ph 0.96
invoicing and bill generation tools 5 0.03 1 0.01 152 0.96 0 0.00 ph 0.96
personal finance and expense trackers 2 0.01 6 0.02 254 0.97 1 0.00 ph 0.96
e-learning and skill development platforms 3 0.04 0 0.00 69 0.96 0 0.00 ph 0.96
personal and family life organizers 3 0.02 4 0.02 159 0.96 0 0.00 ph 0.96
custom packaging, printing, and gifting 1 0.02 2 0.03 61 0.95 0 0.00 ph 0.95
travel planning and itinerary tools 2 0.03 1 0.02 61 0.95 0 0.00 ph 0.95
workforce operations and career platforms 6 0.04 0 0.00 127 0.95 1 0.01 ph 0.95
gift card platforms and rewards 0 0.00 1 0.05 18 0.95 0 0.00 ph 0.95
interactive quiz and trivia games 1 0.01 7 0.05 129 0.94 0 0.00 ph 0.94
intentional professional networking platforms 0 0.00 0 0.00 32 0.94 2 0.06 ph 0.94
leaderboard, ranking, and benchmarking tools 4 0.03 3 0.03 111 0.94 0 0.00 ph 0.94
document and PDF utility tools 8 0.02 21 0.04 456 0.94 0 0.00 ph 0.94
e-commerce operations and data utilities 8 0.05 2 0.01 154 0.94 0 0.00 ph 0.94
digital ads and search marketing 2 0.01 2 0.01 181 0.95 6 0.03 ph 0.94
ai music and audio creation 1 0.01 5 0.05 88 0.94 0 0.00 ph 0.94
consumer rewards and savings platforms 1 0.03 1 0.03 29 0.94 0 0.00 ph 0.94
media discovery and streaming tools 4 0.03 5 0.04 127 0.93 0 0.00 ph 0.93
typing games and skill trainers 0 0.00 2 0.07 28 0.93 0 0.00 ph 0.93
health tracking and medical tools 2 0.02 2 0.02 83 0.94 1 0.01 ph 0.93
meeting scheduling and notetaking tools 2 0.02 6 0.05 109 0.93 0 0.00 ph 0.93
event photo sharing and memory tools 1 0.01 4 0.05 68 0.93 0 0.00 ph 0.93
social media automation and engagement tools 3 0.05 1 0.02 53 0.93 0 0.00 ph 0.93
AI avatar and portrait tools 2 0.02 3 0.03 92 0.94 1 0.01 ph 0.93
restaurant management and digital menus 3 0.07 0 0.00 39 0.93 0 0.00 ph 0.93
QR code generation and utilities 3 0.03 4 0.04 90 0.93 0 0.00 ph 0.93
fitness tracking and training apps 3 0.02 6 0.05 113 0.93 0 0.00 ph 0.93
ai video creation and repurposing 8 0.04 7 0.04 183 0.92 0 0.00 ph 0.92
AI voice recorders and meeting notetakers 2 0.01 11 0.07 156 0.92 0 0.00 ph 0.92
specialized calculators and estimation tools 3 0.03 2 0.02 85 0.93 1 0.01 ph 0.92
focus timers and task planners 4 0.04 3 0.03 82 0.92 0 0.00 ph 0.92
OpenAI-compatible reverse API proxies 35 0.92 0 0.00 3 0.08 0 0.00 github 0.92
ai translation and localization tools 7 0.05 5 0.03 138 0.92 0 0.00 ph 0.92
ai storytelling and children's education 2 0.02 8 0.06 114 0.92 0 0.00 ph 0.92
developer utilities and open-source tools 101 0.92 7 0.06 2 0.02 0 0.00 github 0.92
developer tools and software utilities 89 0.92 4 0.04 4 0.04 0 0.00 github 0.92
digital minimalism and focus tools 7 0.05 4 0.03 122 0.92 0 0.00 ph 0.92
game recompilations, ports, and player utilities 33 0.92 2 0.06 1 0.03 0 0.00 github 0.92
AI visibility and marketing tools 7 0.03 10 0.04 221 0.92 2 0.01 ph 0.91
dental care and clinic platforms 1 0.02 1 0.02 53 0.93 2 0.04 ph 0.91
astrology, spirituality, and lifestyle tools 2 0.03 4 0.06 62 0.91 0 0.00 ph 0.91
ai agents for calls and meetings 3 0.01 6 0.03 206 0.92 8 0.04 ph 0.91
3D modeling and visual design tools 6 0.03 8 0.04 163 0.92 1 0.01 ph 0.91
workplace productivity and workflow automation 2 0.01 9 0.05 163 0.92 3 0.02 ph 0.91
automated legal and compliance tools 2 0.02 3 0.03 97 0.92 3 0.03 ph 0.90
Instagram and short-form video utilities 4 0.10 0 0.00 37 0.90 0 0.00 ph 0.90
autonomous ai agents for business 5 0.03 7 0.04 182 0.92 4 0.02 ph 0.90
gaming cheats, trainers, and companion tools 35 0.90 1 0.03 3 0.08 0 0.00 github 0.90
task-specific ai agents and assistants 8 0.03 16 0.06 228 0.90 1 0.00 ph 0.90
real estate and local intelligence platforms 7 0.07 2 0.02 97 0.91 1 0.01 ph 0.90
virtual try-on and ai fashion styling 5 0.06 2 0.02 79 0.91 1 0.01 ph 0.90
local AI inference and runtimes 190 0.90 11 0.05 11 0.05 0 0.00 github 0.90
meal planning and food discovery 1 0.01 11 0.10 103 0.90 0 0.00 ph 0.90
iOS and iPhone utility apps 8 0.09 2 0.02 84 0.89 0 0.00 ph 0.89
censorship circumvention and network utilities 25 0.89 3 0.11 0 0.00 0 0.00 github 0.89
learning and exam preparation tools 13 0.10 1 0.01 116 0.89 0 0.00 ph 0.89
modular ai agent skills and toolkits 99 0.91 5 0.05 3 0.03 2 0.02 github 0.89
indie puzzle and logic games 2 0.02 8 0.07 98 0.90 1 0.01 ph 0.89
hobby collectibles and gaming tools 2 0.03 3 0.05 57 0.90 1 0.02 ph 0.89
sports and gaming companion tools 8 0.09 2 0.02 78 0.89 0 0.00 ph 0.89
consumer gift cards and rewards 1 0.03 1 0.03 32 0.91 1 0.03 ph 0.89
property maintenance and home services 3 0.03 4 0.04 86 0.91 2 0.02 ph 0.88
ai-powered learning and skills training 13 0.05 14 0.05 238 0.89 2 0.01 ph 0.88
ai nutrition and meal tracking 4 0.03 6 0.05 107 0.90 2 0.02 ph 0.88
developer utilities and gaming mods 105 0.88 10 0.08 4 0.03 0 0.00 github 0.88
faith-based productivity and devotional tools 6 0.10 1 0.02 52 0.88 0 0.00 ph 0.88
email infrastructure and inbox utilities 0 0.00 10 0.12 74 0.88 0 0.00 ph 0.88
specialized visual art and design tools 2 0.05 3 0.07 37 0.88 0 0.00 ph 0.88
desktop themes and workspace utilities 51 0.88 4 0.07 3 0.05 0 0.00 github 0.88
pet tech and virtual companions 3 0.03 3 0.03 90 0.91 3 0.03 ph 0.88
decision model runtimes and tools 202 0.88 14 0.06 14 0.06 0 0.00 github 0.88
niche data tools and novelty websites 2 0.04 4 0.08 43 0.88 0 0.00 ph 0.88
mobile app design and launch tools 8 0.07 6 0.05 100 0.88 0 0.00 ph 0.88
financial and labor market data tools 2 0.02 11 0.09 108 0.89 1 0.01 ph 0.88
desktop and macOS productivity utilities 8 0.08 4 0.04 84 0.88 0 0.00 ph 0.88
desktop and messaging chat assistants 49 0.88 2 0.04 5 0.09 0 0.00 github 0.88
plant care and agriculture tools 1 0.02 5 0.10 42 0.88 0 0.00 ph 0.88
beauty, skincare, and wellness technology 3 0.05 3 0.05 56 0.89 1 0.02 ph 0.87
niche reference databases and directories 6 0.06 6 0.06 82 0.87 0 0.00 ph 0.87
AI developer tools and resources 18 0.08 6 0.03 192 0.88 2 0.01 ph 0.87
network bypass and Discord utilities 53 0.87 1 0.02 7 0.11 0 0.00 github 0.87
Roblox scripting and modding utilities 46 0.88 1 0.02 3 0.06 2 0.04 github 0.87
travel and transit tracking tools 13 0.12 2 0.02 94 0.86 0 0.00 ph 0.86
local AI inference and ComfyUI tools 50 0.86 2 0.03 6 0.10 0 0.00 github 0.86
video transcription and extraction tools 7 0.06 9 0.08 99 0.86 0 0.00 ph 0.86
OpenAI-compatible AI API gateways 42 0.86 1 0.02 6 0.12 0 0.00 github 0.86
social media scraping and analytics 7 0.11 2 0.03 54 0.86 0 0.00 ph 0.86
AI agent games and chess tools 2 0.02 12 0.09 115 0.87 3 0.02 ph 0.86
social video scrapers and downloaders 11 0.10 5 0.05 95 0.86 0 0.00 ph 0.86
digital accessibility and compliance tools 5 0.11 2 0.04 40 0.85 0 0.00 ph 0.85
image editing and background removal tools 8 0.07 9 0.08 97 0.85 0 0.00 ph 0.85
desktop utilities and file converters 2 0.10 1 0.05 17 0.85 0 0.00 ph 0.85
spreadsheet and tabular data tools 4 0.05 8 0.10 67 0.85 0 0.00 ph 0.85
financial intelligence and trading tools 11 0.06 12 0.06 162 0.86 3 0.02 ph 0.85
hardware hacking and maker projects 12 0.11 5 0.05 91 0.84 0 0.00 ph 0.84
DeepSeek harness plugins and tooling 58 0.84 4 0.06 7 0.10 0 0.00 github 0.84
game utilities and decision randomizers 4 0.11 2 0.05 31 0.84 0 0.00 ph 0.84
niche developer utilities and guides 233 0.84 3 0.01 40 0.14 1 0.00 github 0.84
AI video creation and editing tools 9 0.09 7 0.07 82 0.84 0 0.00 ph 0.84
unified AI model API gateways 15 0.83 0 0.00 3 0.17 0 0.00 github 0.83
graphic design assets and utilities 9 0.06 17 0.11 127 0.83 0 0.00 ph 0.83
AI video generation and ComfyUI tools 34 0.83 2 0.05 5 0.12 0 0.00 github 0.83
screen recording and demo creation tools 11 0.07 14 0.09 132 0.84 1 0.01 ph 0.83
curated developer directories and resources 52 0.83 4 0.06 7 0.11 0 0.00 github 0.83
multimodal generative ai and developer tools 7 0.09 5 0.06 67 0.84 1 0.01 ph 0.83
developer infrastructure and monitoring utilities 13 0.10 10 0.08 107 0.82 0 0.00 ph 0.82
music creation and learning tools 4 0.06 7 0.11 51 0.82 0 0.00 ph 0.82
3d modeling and graphics engines 37 0.82 5 0.11 3 0.07 0 0.00 github 0.82
gaming companion apps and utilities 32 0.82 0 0.00 7 0.18 0 0.00 github 0.82
AI trading bots and financial intelligence 18 0.10 7 0.04 153 0.84 4 0.02 ph 0.82
image generation API gateways and proxies 13 0.81 0 0.00 3 0.19 0 0.00 github 0.81
custom keyboards and input controllers 2 0.04 8 0.15 43 0.81 0 0.00 ph 0.81
educational games and interactive learning apps 7 0.08 9 0.11 68 0.81 0 0.00 ph 0.81
sleep, wake, and clock utilities 14 0.11 8 0.06 102 0.82 1 0.01 ph 0.81
AI email agents and deliverability 7 0.06 8 0.07 90 0.83 3 0.03 ph 0.81
payments, billing, and wallet infrastructure 8 0.05 15 0.10 123 0.83 3 0.02 ph 0.81
generative AI model API gateways 33 0.80 1 0.02 7 0.17 0 0.00 github 0.80
specialized AI models and agent reasoning tools 66 0.80 2 0.02 14 0.17 0 0.00 github 0.80
voice dictation and control tools 9 0.11 8 0.10 67 0.80 0 0.00 ph 0.80
security exploits and system hacking tools 146 0.80 26 0.14 9 0.05 1 0.01 github 0.80
autonomous agent research and evaluation 122 0.84 7 0.05 10 0.07 7 0.05 github 0.79
game trainers, mods, and utilities 59 0.79 2 0.03 14 0.19 0 0.00 github 0.79
habit and daily routine trackers 6 0.07 13 0.15 70 0.79 0 0.00 ph 0.79
audio and signal processing tools 33 0.79 7 0.17 2 0.05 0 0.00 github 0.79
developer tools for AI agents 19 0.04 59 0.13 368 0.81 10 0.02 ph 0.79
audio utilities and sound management 8 0.12 6 0.09 51 0.78 0 0.00 ph 0.78
graphics rendering and visual tools 54 0.78 4 0.06 11 0.16 0 0.00 github 0.78
ai voice dictation and transcription tools 6 0.08 9 0.12 62 0.79 1 0.01 ph 0.78
indie hacker passion projects 6 0.05 105 0.79 21 0.16 1 0.01 hn 0.78
interactive maps and geospatial visualizations 5 0.04 21 0.18 93 0.78 0 0.00 ph 0.78
typography and unicode text tools 7 0.06 19 0.15 100 0.79 1 0.01 ph 0.78
developer tools and specialized utilities 44 0.21 1 0.00 166 0.78 1 0.00 ph 0.78
DeepSeek model deployment and inference 49 0.78 7 0.11 7 0.11 0 0.00 github 0.78
system maintenance and file utilities 18 0.18 4 0.04 76 0.78 0 0.00 ph 0.78
niche developer utilities and toolchains 13 0.08 25 0.15 129 0.77 0 0.00 ph 0.77
cross-device control and OS utilities 13 0.16 4 0.05 65 0.78 1 0.01 ph 0.77
Grok APIs and developer tooling 23 0.77 0 0.00 7 0.23 0 0.00 github 0.77
technical learning and training platforms 13 0.20 2 0.03 49 0.77 0 0.00 ph 0.77
open-source hardware and embedded electronics 39 0.76 4 0.08 8 0.16 0 0.00 github 0.76
file transfer and sharing tools 8 0.06 24 0.17 106 0.76 1 0.01 ph 0.76
audio and video developer utilities 7 0.11 6 0.10 47 0.77 1 0.02 ph 0.75
video game utilities and trainers 33 0.75 2 0.05 9 0.20 0 0.00 github 0.75
niche social and community platforms 15 0.07 36 0.17 159 0.75 1 0.00 ph 0.75
markdown editors and writing tools 8 0.04 39 0.22 133 0.74 0 0.00 ph 0.74
scientific computing and research algorithms 36 0.73 11 0.22 2 0.04 0 0.00 github 0.73
macOS notch and desktop utilities 9 0.16 6 0.11 41 0.73 0 0.00 ph 0.73
low-level systems and developer tools 78 0.73 27 0.25 2 0.02 0 0.00 github 0.73
multimodal AI models and agents 8 0.20 3 0.08 29 0.73 0 0.00 ph 0.73
computational biology and personalized therapeutics 11 0.16 2 0.03 51 0.75 4 0.06 ph 0.72
macOS utilities and system tools 20 0.19 9 0.09 74 0.72 0 0.00 ph 0.72
macOS and desktop customization tools 125 0.71 25 0.14 25 0.14 0 0.00 github 0.71
cryptocurrency utilities and wallet tools 50 0.70 3 0.04 18 0.25 0 0.00 github 0.70
consumer mobile utilities and tools 1 0.05 5 0.25 14 0.70 0 0.00 ph 0.70
fruit fly connectome applications 51 0.74 5 0.07 10 0.14 3 0.04 github 0.70
AI text humanizers and detectors 16 0.16 12 0.12 69 0.70 1 0.01 ph 0.69
music creation and audio software 92 0.69 32 0.24 9 0.07 0 0.00 github 0.69
audio and music production tools 9 0.09 22 0.22 69 0.69 0 0.00 ph 0.69
lightweight and on-device AI runtimes 10 0.07 91 0.68 33 0.25 0 0.00 hn 0.68
ai image prompts and developer tools 23 0.68 1 0.03 10 0.29 0 0.00 github 0.68
AI API proxies and developer tools 8 0.67 0 0.00 4 0.33 0 0.00 github 0.67
hardware hacking and device utilities 34 0.29 6 0.05 79 0.66 0 0.00 ph 0.66
Hacker News clients, datasets, and tools 9 0.11 54 0.67 17 0.21 1 0.01 hn 0.65
creative coding and visual experiments 182 0.65 81 0.29 15 0.05 2 0.01 github 0.64
Codex monitoring and optimization tools 15 0.31 3 0.06 31 0.63 0 0.00 ph 0.63
searchable public records and archives 3 0.16 12 0.63 4 0.21 0 0.00 hn 0.63
code-driven AI video and animation 76 0.63 12 0.10 32 0.26 1 0.01 github 0.62
niche creative and graphics software 73 0.62 37 0.31 8 0.07 0 0.00 github 0.62
3D graphics and physics simulation tools 35 0.61 13 0.23 9 0.16 0 0.00 github 0.61
email design, templates, and productivity 8 0.17 8 0.17 29 0.63 1 0.02 ph 0.61
self-hosted investment portfolio trackers 20 0.61 2 0.06 11 0.33 0 0.00 github 0.61
gaming performance and optimization utilities 43 0.61 3 0.04 25 0.35 0 0.00 github 0.61
developer tools and programming utilities 106 0.61 64 0.37 3 0.02 1 0.01 github 0.60
scientific computing and deep tech tools 35 0.61 12 0.21 9 0.16 1 0.02 github 0.60
video editing and creation tools 33 0.63 14 0.27 2 0.04 3 0.06 github 0.60
self-hosted infrastructure and security tools 19 0.10 56 0.30 111 0.59 1 0.01 ph 0.59
forex trading indicators and strategies 14 0.41 0 0.00 20 0.59 0 0.00 ph 0.59
interactive simulations and creative experiments 11 0.08 87 0.61 42 0.29 3 0.02 hn 0.59
proxy, dns, and networking tools 23 0.23 18 0.18 57 0.58 0 0.00 ph 0.58
systems tools and desktop utilities 274 0.58 174 0.37 17 0.04 5 0.01 github 0.57
foldable and dual-screen UI utilities 36 0.57 4 0.06 23 0.37 0 0.00 github 0.57
web development and browser utilities 123 0.56 89 0.40 8 0.04 1 0.00 github 0.55
open-source personal wealth trackers 23 0.55 1 0.02 18 0.43 0 0.00 github 0.55
coding agents and developer utilities 14 0.38 3 0.08 20 0.54 0 0.00 ph 0.54
specialized developer tools and niche utilities 68 0.54 5 0.04 53 0.42 0 0.00 github 0.54
creative multimedia and design software 19 0.59 2 0.06 9 0.28 2 0.06 github 0.53
space and geospatial visualization tools 10 0.17 17 0.28 32 0.53 1 0.02 ph 0.52
indie mini-games and interactive toys 33 0.52 14 0.22 17 0.27 0 0.00 github 0.52
indie puzzle games and learning toys 35 0.36 51 0.53 10 0.10 1 0.01 hn 0.52
AI agent frameworks and developer tools 11 0.03 175 0.51 154 0.45 0 0.00 hn 0.51
ai video generation and editing tools 70 0.57 20 0.16 24 0.20 8 0.07 github 0.51
browser automation and scraping for AI 8 0.07 61 0.51 49 0.41 1 0.01 hn 0.50
native desktop apps and utilities 62 0.50 60 0.48 2 0.02 1 0.01 github 0.49
database infrastructure and developer tools 15 0.08 89 0.49 77 0.42 1 0.01 hn 0.48
revenue optimization and billing analytics 51 0.57 17 0.19 13 0.15 8 0.09 github 0.48
document processing and generation tools 24 0.32 36 0.48 15 0.20 0 0.00 hn 0.48
Claude integrations and coding agents 31 0.14 77 0.34 113 0.50 5 0.02 ph 0.48
social media violation reporting automation 20 0.48 2 0.05 20 0.48 0 0.00 github 0.48
unified AI model API gateways 34 0.47 4 0.06 34 0.47 0 0.00 github 0.47
ai coding agents and tooling 43 0.33 20 0.16 63 0.49 3 0.02 ph 0.47
healthcare operations and clinical workflows 21 0.18 4 0.03 57 0.49 35 0.30 ph 0.45
coding agent interfaces and environments 61 0.41 68 0.46 6 0.04 12 0.08 hn 0.42
git and repository workflow tools 64 0.34 44 0.24 78 0.42 0 0.00 ph 0.42
alternative social platforms and feed readers 43 0.45 39 0.41 11 0.11 3 0.03 github 0.42
gpu compute and acceleration tools 75 0.49 48 0.32 17 0.11 12 0.08 github 0.41
developer tools for ai agents 76 0.45 72 0.43 7 0.04 13 0.08 github 0.41
ML inference and model optimization 71 0.47 61 0.40 10 0.07 9 0.06 github 0.41
utilities for Claude and Claude Code 34 0.27 40 0.32 51 0.40 1 0.01 ph 0.40
ai developer tools and coding assistants 19 0.30 20 0.32 24 0.38 0 0.00 ph 0.38
voice AI agents and infrastructure 57 0.48 29 0.24 22 0.18 12 0.10 github 0.38
embodied AI and robotics platforms 88 0.49 27 0.15 21 0.12 43 0.24 github 0.37
Model Context Protocol developer tools 53 0.37 43 0.30 47 0.33 1 0.01 github 0.36
browser utilities and bookmark managers 22 0.29 28 0.37 24 0.32 1 0.01 hn 0.36
AI agents for business operations 31 0.13 18 0.08 85 0.37 97 0.42 yc 0.34
ai cybersecurity and penetration testing 58 0.39 34 0.23 44 0.30 11 0.07 github 0.32
AI coding agents and developer tools 73 0.42 61 0.35 19 0.11 20 0.12 github 0.31
ai agent infrastructure and tooling 106 0.32 133 0.40 48 0.15 43 0.13 hn 0.27
autonomous robotics, drones, and sensor hardware 47 0.40 19 0.16 16 0.14 35 0.30 github 0.26
algorithmic trading bots and platforms 49 0.35 29 0.21 29 0.21 32 0.23 github 0.14

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