Themes

Every theme below is a group of similar recent launches. The Opportunity column ranks which ones look most worth a closer look — growing, not crowded yet, and not already saturated with copies of the same idea. Drag a slider to change what "worth a look" means to you.

Recent window: last 5.2 months (2026-04-26 → 2026-10-01), compared with the prior 5.2 months.

Momentum vs. crowding

Each dot is one theme. Left-to-right is momentum — further right means growing faster than the prior period, left of center means shrinking. Top-to-bottom is crowding, inverted — higher means fewer competing launches right now, so the spot worth a closer look is the top-right corner: growing fast and not crowded yet. Bubble size is how many launches the theme has had recently (bigger = more already in that space). Color is the same stage as the breakdown below. Hover a dot for the theme's name and exact numbers, or click a dot to jump to it in the list below and open its details.

Stage breakdown

The same themes above, split by stage — colors match the dots above. Heating: growing, room left before it's crowded. Forming: too early to call either way. Crowded: high recent volume and launches that look alike. Cooling: shrinking.

#	Stage	Theme	Recent	Total	Momentum	Attention	Crowding	Concentration	Opportunity ▼
1	heating	AI API gateways and developer tools	12	14	+300.0	0.85	0.00	0.87	0.74
2	heating	Grok APIs and developer tools	30	33	+300.0	0.84	0.04	0.85	0.74
3	heating	unified AI model API gateways	19	20	+300.0	0.85	0.01	0.89	0.74
4	heating	intentional professional networking platforms	49	56	+300.0	0.89	0.12	0.82	0.74
5	heating	generative video model API gateways	33	36	+300.0	0.83	0.05	0.89	0.73
6	heating	generative AI model API gateways	42	49	+300.0	0.83	0.09	0.84	0.73
7	heating	openai-compatible ai api gateways	53	56	+300.0	0.83	0.15	0.84	0.71
8	heating	smart teleprompters and speech tools	37	41	+300.0	0.74	0.07	0.83	0.71
9	heating	self-hosted investment portfolio trackers	34	38	+300.0	0.70	0.06	0.87	0.69
10	heating	video game utilities, mods, and remakes	37	42	+300.0	0.60	0.07	0.83	0.67
11	heating	open-source personal wealth trackers	43	48	+300.0	0.63	0.09	0.85	0.67
12	heating	AI API gateways and proxies	35	41	+300.0	0.60	0.07	0.85	0.67
13	heating	API proxies for Gemini image models	32	35	+300.0	0.58	0.04	0.88	0.67
14	heating	Google Antigravity developer tools and utilities	27	32	+300.0	0.52	0.03	0.84	0.66
15	heating	GPU upscaling and modding utilities	34	40	+300.0	0.54	0.06	0.84	0.66
16	heating	ComfyUI generative video workflows	48	54	+300.0	0.58	0.11	0.84	0.66
17	heating	email clients and inbox productivity	72	89	+300.0	0.74	0.31	0.81	0.65
18	heating	Roblox script executors and utilities	58	65	+300.0	0.65	0.20	0.83	0.65
19	heating	social media automation and reporting bots	59	71	+300.0	0.62	0.21	0.82	0.65
20	heating	foldable and lid-reactive display utilities	67	72	+300.0	0.66	0.26	0.82	0.65
21	heating	censorship circumvention and network utilities	39	43	+300.0	0.52	0.08	0.85	0.65
22	heating	casual tools, mini games, and novelties	45	57	+300.0	0.48	0.10	0.80	0.65
23	heating	openai-compatible api reverse proxies	48	52	+300.0	0.52	0.11	0.83	0.64
24	heating	crypto and USDT transaction tools	19	24	+300.0	0.41	0.01	0.83	0.64
25	heating	GPT image prompts and tools	34	39	+300.0	0.45	0.06	0.84	0.64
26	heating	Claude AI video generation showcases	58	68	+300.0	0.59	0.20	0.83	0.64
27	heating	forex and technical trading tools	33	36	+300.0	0.42	0.05	0.82	0.64
28	heating	transformer architecture and systems research	49	60	+300.0	0.49	0.12	0.82	0.64
29	heating	AI coding agents and developer CLIs	45	61	+300.0	0.44	0.10	0.82	0.63
30	heating	unified AI model API gateways	83	93	+300.0	0.74	0.37	0.85	0.63
31	heating	creative design and multimedia software	55	74	+300.0	0.50	0.17	0.81	0.63
32	heating	ai video and creative media generators	17	31	+300.0	0.33	0.00	0.83	0.63
33	heating	audio processing and editing tools	69	92	+300.0	0.60	0.27	0.83	0.62
34	heating	email management and technical utilities	27	36	+300.0	0.32	0.03	0.80	0.62
35	heating	ai video editing and automation	60	76	+300.0	0.55	0.22	0.84	0.62
36	heating	niche indie projects and databases	41	50	+300.0	0.33	0.08	0.77	0.62
37	heating	scientific research and engineering tools	28	38	+300.0	0.33	0.03	0.82	0.62
38	heating	desktop keep-awake and system utilities	55	67	+300.0	0.44	0.17	0.80	0.62
39	heating	gameplay overlays and cheat utilities	87	89	+300.0	0.67	0.38	0.82	0.62
40	heating	fruit fly connectome AI simulations	73	81	+300.0	0.60	0.31	0.82	0.62
41	heating	email creation and developer tools	43	58	+300.0	0.36	0.09	0.81	0.61
42	heating	online giveaways and reward platforms	33	35	+300.0	0.31	0.05	0.81	0.61
43	heating	gift cards and gifting platforms	24	28	+300.0	0.31	0.02	0.84	0.61
44	heating	music learning and practice tools	53	66	+300.0	0.41	0.15	0.82	0.61
45	heating	Android tools and novelty apps	21	24	+300.0	0.31	0.02	0.85	0.61
46	heating	custom keyboards and typing inputs	54	75	+300.0	0.41	0.17	0.81	0.61
47	heating	crypto wallet tools and automation utilities	70	80	+300.0	0.55	0.29	0.84	0.61
48	heating	consumer rewards and savings platforms	47	53	+300.0	0.31	0.11	0.78	0.61
49	forming	macOS desktop and interface utilities	102	125	+300.0	0.74	0.50	0.82	0.60
50	heating	digital marketing and SEO solutions	51	76	+300.0	0.33	0.14	0.79	0.60
51	heating	game mods, cheats, and tools	77	94	+300.0	0.53	0.33	0.80	0.60
52	heating	identity and immigration document tools	49	61	+300.0	0.31	0.12	0.80	0.60
53	heating	event and travel planning tools	95	114	+300.0	0.62	0.44	0.80	0.60
54	heating	local inference and ComfyUI tools	70	77	+300.0	0.49	0.29	0.82	0.60
55	heating	bookmark managers and reading tools	67	80	+300.0	0.46	0.26	0.82	0.59
56	heating	digital business cards and networking tools	52	64	+300.0	0.33	0.14	0.81	0.59
57	heating	digital accessibility and compliance tools	53	70	+300.0	0.33	0.15	0.81	0.59
58	heating	digital art and visual design tools	50	56	+300.0	0.31	0.13	0.81	0.59
59	heating	consumer shopping utilities and directories	50	67	+300.0	0.31	0.13	0.82	0.59
60	forming	macOS system utilities and customizers	112	127	+300.0	0.74	0.57	0.82	0.59
61	heating	desktop messaging assistants and copilots	70	77	+300.0	0.45	0.29	0.82	0.59
62	heating	niche apparel and lifestyle brands	56	62	+300.0	0.31	0.19	0.77	0.59
63	heating	graphics rendering and neural upscaling tools	75	85	+300.0	0.49	0.32	0.83	0.58
64	heating	sports tracking, analytics, and fan tools	55	64	+300.0	0.31	0.17	0.81	0.58
65	heating	consumer shopping, rewards, and gifting	56	61	+300.0	0.31	0.19	0.80	0.58
66	heating	travel planning and tourist tools	61	77	+300.0	0.33	0.22	0.79	0.58
67	heating	desktop customization tools and themes	80	87	+300.0	0.49	0.35	0.81	0.58
68	heating	gaming companions and modding utilities	52	63	+300.0	0.31	0.14	0.85	0.58
69	heating	Discord tools, mods, and bypasses	78	94	+300.0	0.49	0.34	0.83	0.58
70	heating	AI research and evaluation tools	54	71	+300.0	0.31	0.17	0.83	0.58
71	heating	typing, skill, and hardware testing tools	56	66	+300.0	0.31	0.19	0.81	0.58
72	heating	offensive security and red teaming tools	53	63	+300.0	0.28	0.15	0.83	0.57
73	heating	niche search and data exploration tools	63	77	+300.0	0.31	0.23	0.78	0.57
74	heating	web3 and developer infrastructure tools	61	74	+300.0	0.31	0.22	0.81	0.57
75	heating	healthcare and dental care services	69	80	+300.0	0.31	0.27	0.76	0.57
76	forming	macOS voice and typing assistants	124	154	+300.0	0.74	0.63	0.83	0.57
77	heating	mini-games and interactive desktop novelties	85	98	+300.0	0.44	0.38	0.79	0.57
78	heating	audio and video utility tools	67	88	+300.0	0.33	0.26	0.81	0.57
79	heating	mathematical solvers and computing frameworks	48	55	+300.0	0.21	0.11	0.84	0.57
80	heating	DeepSeek deployment and inference tooling	100	118	+300.0	0.56	0.48	0.82	0.57
81	heating	digital wallet passes and customization	66	76	+300.0	0.31	0.25	0.80	0.57
82	heating	restaurant ordering and management software	63	73	+300.0	0.31	0.23	0.82	0.56
83	heating	computational biology and personalized therapeutics	69	76	+300.0	0.31	0.27	0.78	0.56
84	heating	pc gaming and system optimization utilities	84	99	+300.0	0.42	0.37	0.80	0.56
85	heating	geospatial tracking and live monitoring dashboards	71	95	+238.1	0.49	0.30	0.80	0.56
86	heating	social media marketing automation tools	65	79	+300.0	0.31	0.24	0.83	0.56
87	heating	music discovery, radio, and DJ tools	71	91	+300.0	0.33	0.30	0.80	0.56
88	heating	AI desktop agents and productivity tools	101	125	+300.0	0.55	0.49	0.83	0.56
89	heating	instagram utilities and creator tools	66	76	+300.0	0.31	0.25	0.83	0.56
90	heating	video game companion apps and utilities	66	87	+300.0	0.31	0.25	0.83	0.56
91	forming	cross-device bridging and system utilities	103	129	+300.0	0.53	0.51	0.80	0.56
92	heating	media and file conversion utilities	67	86	+300.0	0.31	0.26	0.83	0.56
93	heating	event photo sharing and invitations	73	81	+300.0	0.33	0.31	0.81	0.55
94	heating	personal safety and environmental monitoring	77	95	+300.0	0.31	0.33	0.77	0.55
95	heating	computational simulation and engineering tools	69	78	+300.0	0.29	0.27	0.82	0.55
96	heating	mobile app development and utilities	91	98	+300.0	0.45	0.42	0.83	0.55
97	heating	fonts, typography, and text utilities	78	106	+300.0	0.33	0.34	0.81	0.55
98	heating	unified ai model api gateways	88	101	+300.0	0.45	0.40	0.87	0.55
99	heating	sports and gaming companion tools	79	92	+300.0	0.33	0.35	0.80	0.54
100	heating	audio processing and noise reduction	78	92	+300.0	0.32	0.34	0.81	0.54
101	heating	plant care, gardening, and agriculture	81	91	+300.0	0.31	0.36	0.78	0.54
102	heating	open-source embedded hardware and firmware	96	112	+300.0	0.42	0.45	0.81	0.54
103	forming	focus timers and distraction blockers	112	128	+300.0	0.55	0.57	0.82	0.54
104	crowded	ai meeting notetakers and voice recorders	158	189	+300.0	0.74	0.76	0.83	0.54
105	crowded	ai agent skills for creative media	142	174	+300.0	0.69	0.71	0.83	0.54
106	heating	clipboard managers and desktop utilities	81	94	+300.0	0.33	0.36	0.83	0.53
107	crowded	AI agent frameworks and decision tools	137	143	+300.0	0.66	0.67	0.85	0.53
108	heating	technical learning and training resources	88	105	+300.0	0.31	0.40	0.78	0.53
109	heating	niche hobbyist tools and indie projects	91	105	+300.0	0.31	0.42	0.76	0.53
110	heating	voice AI and speech infrastructure	73	85	+300.0	0.29	0.31	0.84	0.53
111	heating	trading card and collectible tools	85	103	+300.0	0.31	0.38	0.80	0.53
112	heating	interactive visualizers and web experiments	99	129	+300.0	0.38	0.47	0.79	0.53
113	heating	religious and faith-based lifestyle apps	88	107	+300.0	0.31	0.40	0.79	0.53
114	forming	graphic design and photo editing tools	104	140	+271.4	0.53	0.51	0.83	0.53
115	heating	digital gifting and gift card platforms	87	97	+300.0	0.31	0.38	0.82	0.52
116	heating	ai legal and contract analysis tools	94	107	+300.0	0.33	0.43	0.80	0.52
117	heating	brand assets, merchandise, and packaging	93	105	+300.0	0.31	0.43	0.79	0.52
118	heating	hobbyist novelties and reference tools	96	114	+300.0	0.31	0.45	0.77	0.52
119	heating	computational geometry and 3D CAD tools	59	66	+300.0	0.14	0.21	0.85	0.52
120	forming	robotics, drones, and autonomous systems	119	148	+300.0	0.51	0.61	0.82	0.52
121	heating	astrology, divination, and cultural tools	92	108	+300.0	0.31	0.42	0.80	0.52
122	heating	multimodal AI models and voice agents	62	93	+169.6	0.45	0.23	0.82	0.52
123	heating	video game utilities and trainers	100	112	+300.0	0.33	0.48	0.80	0.51
124	heating	generative AI models and creative tools	92	115	+300.0	0.31	0.42	0.83	0.51
125	heating	food discovery and culinary platforms	101	128	+300.0	0.31	0.49	0.76	0.51
126	heating	niche writing and publishing tools	100	134	+300.0	0.33	0.48	0.81	0.51
127	heating	WhatsApp and chat management tools	95	116	+300.0	0.31	0.44	0.82	0.51
128	heating	developer visual and diagramming tools	87	141	+117.5	0.70	0.38	0.82	0.51
129	heating	searchable archives and public records	22	46	+4.8	0.61	0.02	0.81	0.51
130	heating	resume builders and cv optimizers	89	100	+300.0	0.31	0.41	0.85	0.51
131	forming	equipment repair and maintenance services	103	115	+300.0	0.31	0.51	0.77	0.51
132	forming	desktop software and system utilities	110	121	+300.0	0.38	0.56	0.79	0.51
133	crowded	GPU compute and acceleration tools	151	196	+300.0	0.60	0.74	0.83	0.51
134	forming	developer utilities and open-source tools	123	134	+300.0	0.42	0.63	0.77	0.50
135	heating	ai nutrition and calorie trackers	101	120	+300.0	0.33	0.49	0.83	0.50
136	forming	bio link and personal site builders	104	121	+300.0	0.33	0.51	0.81	0.50
137	heating	AI music and audio generation	100	131	+300.0	0.31	0.48	0.83	0.50
138	crowded	ai video generation and editing	138	183	+300.0	0.52	0.68	0.83	0.50
139	crowded	iOS utilities and system tools	139	172	+300.0	0.48	0.68	0.80	0.50
140	forming	desktop customization and terminal utilities	108	139	+300.0	0.33	0.54	0.80	0.50
141	crowded	calendar scheduling and meeting coordination	158	187	+300.0	0.55	0.76	0.80	0.50
142	crowded	local model inference and developer utilities	167	177	+300.0	0.60	0.79	0.82	0.50
143	crowded	AI job application and recruiting tools	143	163	+300.0	0.54	0.72	0.83	0.50
144	forming	ai styling and virtual try-on	107	133	+300.0	0.33	0.53	0.82	0.50
145	forming	system utilities and file managers	107	128	+300.0	0.31	0.53	0.80	0.49
146	forming	niche financial calculators and estimators	105	123	+300.0	0.31	0.52	0.81	0.49
147	heating	scientific computing and deep tech	55	83	+150.0	0.34	0.17	0.83	0.49
148	forming	revenue optimization and pricing tools	104	128	+300.0	0.31	0.51	0.83	0.49
149	heating	indie social and reading utilities	97	138	+203.1	0.49	0.45	0.82	0.49
150	forming	transit tracking and travel utilities	112	129	+300.0	0.31	0.57	0.77	0.49
151	heating	Git workflow and code review tools	61	94	+134.6	0.41	0.22	0.82	0.49
152	forming	AI avatars and headshot generators	108	122	+300.0	0.31	0.54	0.81	0.49
153	forming	hardware engineering and advanced manufacturing	113	136	+300.0	0.31	0.58	0.77	0.49
154	forming	voice dictation and speech interfaces	109	138	+300.0	0.33	0.55	0.83	0.49
155	crowded	ai-powered cybersecurity and penetration testing	142	176	+300.0	0.49	0.71	0.83	0.49
156	crowded	markdown editors and documentation tools	196	264	+300.0	0.63	0.86	0.82	0.49
157	crowded	music production and audio software	143	174	+300.0	0.49	0.72	0.82	0.49
158	forming	sports, trivia, and casual games	113	138	+300.0	0.33	0.58	0.80	0.49
159	forming	niche calculation and estimation tools	111	131	+300.0	0.31	0.57	0.79	0.49
160	crowded	developer infrastructure for ai agents	137	187	+300.0	0.44	0.67	0.83	0.49
161	forming	ai text humanization and detection	108	127	+300.0	0.31	0.54	0.83	0.49
162	crowded	gaming utilities and developer tools	146	174	+300.0	0.49	0.73	0.83	0.48
163	crowded	desktop productivity and note-taking apps	150	195	+300.0	0.50	0.74	0.84	0.48
164	crowded	billing infrastructure and payment tools	156	191	+300.0	0.49	0.75	0.81	0.48
165	forming	music production and audio tools	117	159	+300.0	0.33	0.60	0.82	0.48
166	forming	pet tech and virtual companions	122	149	+300.0	0.33	0.62	0.80	0.48
167	forming	specialized developer utilities and tools	117	133	+300.0	0.31	0.60	0.80	0.48
168	forming	color palette and rendering tools	120	149	+300.0	0.33	0.62	0.81	0.48
169	forming	QR code tools and utilities	110	124	+300.0	0.31	0.56	0.84	0.48
170	forming	spreadsheet and tabular data tools	117	143	+300.0	0.31	0.60	0.81	0.47
171	forming	habit and daily routine trackers	119	153	+300.0	0.33	0.61	0.82	0.47
172	forming	crypto and financial trading analytics	115	135	+300.0	0.31	0.59	0.82	0.47
173	heating	document processing and conversion tools	75	114	+141.9	0.43	0.32	0.82	0.47
174	heating	Git and GitHub developer utilities	97	150	+177.1	0.46	0.45	0.82	0.47
175	heating	logic puzzles and educational games	80	121	+116.2	0.52	0.35	0.82	0.47
176	forming	vehicle telemetry and navigation tools	133	162	+300.0	0.33	0.66	0.80	0.47
177	crowded	backend infrastructure and developer frameworks	216	275	+300.0	0.58	0.90	0.80	0.47
178	crowded	typed decision engines and runtimes	220	234	+300.0	0.65	0.91	0.86	0.47
179	forming	email infrastructure and deliverability tools	128	167	+300.0	0.33	0.65	0.82	0.47
180	crowded	social marketing and ad automation	139	178	+300.0	0.36	0.68	0.81	0.47
181	forming	business operations and management software	127	150	+300.0	0.31	0.64	0.80	0.47
182	crowded	fitness tracking and workout coaching	149	193	+300.0	0.41	0.73	0.82	0.47
183	forming	healthcare and clinical workflow automation	130	185	+300.0	0.32	0.65	0.81	0.46
184	forming	memory systems for AI agents	109	148	+240.6	0.42	0.55	0.86	0.46
185	crowded	digital health and wellness tracking	136	158	+300.0	0.31	0.67	0.79	0.46
186	crowded	coding agent environments and interfaces	162	200	+300.0	0.49	0.78	0.86	0.46
187	crowded	developer payment and billing infrastructure	135	168	+300.0	0.31	0.66	0.81	0.46
188	crowded	mobile app design and launch tools	140	170	+300.0	0.33	0.69	0.81	0.46
189	heating	AI coding and development tools	71	122	+82.1	0.50	0.30	0.83	0.46
190	crowded	developer tools and repository management	134	189	+252.6	0.41	0.66	0.82	0.45
191	crowded	business operations and workflow management	141	157	+300.0	0.31	0.70	0.80	0.45
192	crowded	security exploits and vulnerability research	214	248	+300.0	0.49	0.89	0.80	0.45
193	heating	ml model optimization and infrastructure	98	139	+206.3	0.33	0.46	0.83	0.45
194	forming	indie games and gaming AI agents	118	168	+218.9	0.43	0.61	0.82	0.45
195	crowded	ai image editing and cleanup utilities	140	166	+300.0	0.31	0.69	0.82	0.45
196	crowded	robotics and embodied AI platforms	195	254	+300.0	0.49	0.86	0.83	0.45
197	crowded	AI search optimization and visibility	280	348	+300.0	0.58	0.95	0.84	0.45
198	crowded	ML inference engines and runtimes	155	206	+252.3	0.49	0.75	0.84	0.45
199	crowded	developer tools and coding workflows	192	250	+276.5	0.53	0.85	0.84	0.45
200	crowded	desktop customization and system utilities	191	230	+300.0	0.45	0.85	0.83	0.45
201	crowded	image optimization and conversion utilities	141	162	+300.0	0.31	0.70	0.83	0.44
202	crowded	interactive storytelling and children's learning	158	191	+300.0	0.33	0.76	0.80	0.44
203	crowded	social video downloaders and scraping tools	142	158	+300.0	0.31	0.71	0.83	0.44
204	crowded	study aids and exam preparation	152	177	+300.0	0.31	0.75	0.79	0.44
205	forming	agentic reasoning and decision modules	107	113	+300.0	0.14	0.53	0.85	0.44
206	crowded	ai trading bots and investment agents	188	255	+283.7	0.48	0.84	0.84	0.44
207	crowded	file transfer and hosting utilities	162	201	+300.0	0.33	0.78	0.80	0.44
208	crowded	3D modeling and spatial design tools	198	229	+300.0	0.44	0.87	0.81	0.44
209	crowded	game source ports and emulators	248	303	+300.0	0.49	0.93	0.80	0.44
210	crowded	creative coding and visual experiments	269	341	+300.0	0.53	0.95	0.83	0.44
211	crowded	sleep tracking and alarm tools	167	198	+300.0	0.33	0.79	0.80	0.44
212	crowded	video transcription and translation tools	162	184	+300.0	0.33	0.78	0.82	0.43
213	crowded	entertainment discovery and streaming tools	168	196	+300.0	0.31	0.80	0.79	0.43
214	crowded	screen recording and demo software	168	205	+300.0	0.34	0.80	0.82	0.43
215	heating	persistent memory for AI agents	98	157	+81.5	0.58	0.46	0.85	0.43
216	crowded	browser tools and web utilities	216	277	+300.0	0.45	0.90	0.83	0.43
217	crowded	financial trading and market intelligence tools	161	187	+300.0	0.31	0.77	0.82	0.43
218	crowded	real estate and location intelligence	181	210	+300.0	0.31	0.83	0.76	0.43
219	crowded	meal planning and food discovery tools	170	190	+300.0	0.33	0.81	0.80	0.43
220	crowded	ai and automated trading bots	161	179	+300.0	0.31	0.77	0.83	0.43
221	crowded	hardware repurposing and device modding	176	208	+300.0	0.32	0.83	0.79	0.43
222	crowded	network, uptime, and domain monitoring	181	238	+300.0	0.33	0.83	0.80	0.42
223	crowded	autonomous AI agents and assistants	227	272	+300.0	0.44	0.92	0.82	0.42
224	crowded	ai agents for business operations	215	300	+277.2	0.47	0.90	0.83	0.42
225	crowded	cybersecurity, compliance, and verification tools	182	210	+300.0	0.31	0.84	0.79	0.42
226	crowded	Anthropic Claude ecosystem and developer tools	141	215	+161.1	0.55	0.70	0.84	0.42
227	crowded	startup launch and benchmarking tools	196	224	+300.0	0.33	0.86	0.80	0.42
228	crowded	system utilities and virtualization tools	476	632	+283.9	0.53	1.00	0.83	0.42
229	crowded	low-level systems and networking utilities	171	210	+300.0	0.31	0.82	0.83	0.42
230	crowded	developer utilities and student tools	191	214	+300.0	0.31	0.85	0.80	0.41
231	heating	Hacker News tools and clients	87	154	+45.0	0.50	0.38	0.82	0.41
232	crowded	AI advertising and marketing automation	198	236	+300.0	0.31	0.87	0.79	0.41
233	crowded	digital wellbeing and distraction blockers	209	251	+300.0	0.33	0.89	0.80	0.41
234	crowded	developer utilities and programming libraries	202	271	+300.0	0.33	0.88	0.81	0.41
235	crowded	workflow scheduling and reporting tools	202	231	+300.0	0.32	0.88	0.81	0.41
236	crowded	niche developer utilities and resources	337	352	+300.0	0.42	0.97	0.82	0.41
237	crowded	Model Context Protocol developer tools	151	218	+184.9	0.47	0.74	0.82	0.41
238	crowded	autonomous ai agents and infrastructure	487	625	+300.0	0.44	1.00	0.82	0.40
239	crowded	job discovery and career networking tools	238	280	+300.0	0.33	0.92	0.80	0.40
240	crowded	invoicing and tax compliance tools	208	246	+300.0	0.31	0.89	0.82	0.40
241	crowded	personal journaling and lifestyle apps	285	338	+300.0	0.33	0.96	0.79	0.40
242	crowded	ai sales and crm automation	266	311	+300.0	0.33	0.94	0.81	0.39
243	crowded	AI agents and workflow assistants	257	318	+300.0	0.33	0.94	0.82	0.39
244	crowded	developer tools for AI agents	175	237	+230.2	0.42	0.82	0.85	0.39
245	crowded	messaging platforms and chat tools	259	331	+300.0	0.31	0.94	0.80	0.39
246	crowded	niche calculators and computation tools	236	274	+300.0	0.31	0.92	0.82	0.39
247	forming	modular skills for ai agents	122	128	+300.0	0.06	0.62	0.87	0.39
248	crowded	AI coding agents and developer tools	169	245	+196.5	0.49	0.81	0.86	0.39
249	heating	developer tools for Claude and Claude Code	97	190	+16.9	0.55	0.45	0.83	0.39
250	crowded	AI engineering tools and resources	239	273	+300.0	0.31	0.93	0.82	0.39
251	crowded	word puzzles and gamified learning	380	473	+300.0	0.33	0.98	0.80	0.39
252	crowded	AI video creation and editing	281	348	+300.0	0.33	0.95	0.83	0.39
253	crowded	AI assistants and workflow agents	295	355	+300.0	0.33	0.96	0.83	0.38
254	crowded	AI-powered learning and skills training	339	400	+300.0	0.31	0.97	0.81	0.38
255	crowded	expense tracking and budgeting tools	350	402	+300.0	0.31	0.98	0.82	0.38
256	crowded	AI agent infrastructure and tooling	335	466	+249.0	0.45	0.97	0.86	0.37
257	crowded	document and PDF processing utilities	444	513	+300.0	0.31	0.99	0.84	0.37
258	crowded	agent architectures and research tooling	171	184	+300.0	0.14	0.82	0.86	0.37
259	forming	experimental indie and hobbyist projects	109	209	+26.7	0.51	0.55	0.82	0.36
260	crowded	interactive simulations and indie experiments	168	281	+71.4	0.61	0.80	0.81	0.36
261	forming	ai browser automation and web scraping	125	248	+13.6	0.61	0.64	0.84	0.35
262	forming	lightweight models and local runtimes	130	246	+35.4	0.54	0.65	0.83	0.35
263	crowded	AI coding agent developer tools	350	510	+175.6	0.51	0.98	0.84	0.35
264	crowded	privacy, security, and developer utilities	220	328	+155.8	0.42	0.91	0.81	0.33
265	crowded	database infrastructure and developer tools	194	321	+88.3	0.50	0.86	0.82	0.32
266	crowded	ai agent development and orchestration	447	747	+64.3	0.54	0.99	0.84	0.28