Top Software Pain Points to Solve

Software problems that users face daily — from missing features to poor UX. Find where demand outpaces existing solutions.

#	Pain Point	Industry	Heat	Competition	Opportunity	Trend
1	Large Python codebase architecture visualization	Developer Tools	62	40	55.73	→-4.6%
2	Browser extension for focus	Productivity	67	50	51.71	→-4.3%
3	MySQL ST_CONTAINS spatial queries extremely slow with spatial indexes	Developer Tools	78	57	46.91	→-2.5%
4	Email sending blocked by censorship	Productivity & Work	60	46	44.95	→-1.6%
5	Ambiguous BEM methodology documentation	Developer Tools	72	65	43.45	→-4.0%
6	Couples lack tools to jointly manage household spending and finances	Finance & Banking	70	57	43.29	→
7	Authentication incompatible with ephemeral environments	Developer Tools	70	61	42.80	→
8	Ad-cluttered converter websites unreliable	Developer Tools	67	58	42.71	→-4.2%
9	Engineering blog aggregation lists decay over time	Developer Tools	72	62	42.70	↑+20.0%
10	Local-first note taking	Productivity	63	63	42.49	→-3.0%
11	Home maintenance tasks scattered across note apps	Productivity & Work	70	67	42.22	→-2.8%
12	AI marketing hype misrepresents actual developer capabilities	Developer Tools	65	67	41.92	→-2.9%
13	Todoist forced plan upgrade mid-subscription	Productivity & Work	66	56	41.91	→-2.9%
14	Inefficient querying of JSONB complex operations	Developer Tools	65	60	41.05	→-1.5%
15	Adding virtual destructor breaks C++ ABI compatibility	Developer Tools	57	51	40.82	→
16	Google Business Profile tied to physical address loses ranking after relocation	Marketing & Sales	68	61	40.82	→
17	Mobile analytics SDKs silently collect identifiable data	Developer Tools	62	64	40.39	→-3.1%
18	Centralized SSO for legacy appliances and custom webservers	Legal & Compliance	63	61	40.14	→-1.6%
19	Large dataset streaming memory leak in TensorFlow	Developer Tools	63	58	40.05	→+1.6%
20	AI assistants fail on complex interview-style interactions	Education & Learning	59	67	39.73	→-4.8%
21	PowerPoint to PDF alt-text preservation fails inconsistently	Education & Learning	69	69	39.72	→-2.8%
22	SIMD optimization complexity and unpredictability	Developer Tools	62	58	39.70	→+1.6%
23	LLM bias reinforcement lacking safeguards	Developer Tools	62	64	39.63	→-1.6%
24	Code review tool for solo devs	Developer Tools	64	73	39.20	→-4.4%
25	OpenInsider UI outdated and lacks transaction type granularity	Finance & Banking	53	52	38.88	→
26	iPad app scaling and login functionality broken	Productivity & Work	51	34	38.84	→+2.0%
27	Microsoft To Do app crashes frequently	Productivity & Work	58	52	38.63	→-3.3%
28	Non-technical users forget passwords frequently	Productivity & Work	59	61	38.50	→-1.6%
29	Expensive CAD API calls for ship hydrostatics property evaluation	Developer Tools	57	66	38.18	→-3.4%
30	AI coding session context lost when switching tools	Developer Tools	60	72	38.14	→-1.6%
31	Application traffic binding to specific network interface	Developer Tools	61	57	38.00	→+1.7%
32	Header parameters missing from OpenAPI definitions	Developer Tools	60	57	37.72	→+1.7%
33	Manual CPU affinity configuration for multi-socket deep learning servers	Developer Tools	59	67	37.67	→-3.3%
34	current symptoms	Productivity & Work	60	46	37.23	→-1.6%
35	Artifactory and Nexus expensive enterprise artifact management	Developer Tools	51	57	37.00	→
36	Web agents fail at hard real-world tasks	Developer Tools	58	74	36.60	→-4.8%
37	Fidelity lacks DRIP-excluded gain tracking	Finance & Banking	56	66	36.35	→-1.8%
38	Social media content calendar sync across multiple platforms	Marketing & Sales	50	60	36.22	→-1.9%
39	Maximal independent set algorithm performance too slow	Developer Tools	51	61	35.50	→-1.9%
40	Medical imaging software has significant lag performance	Health & Fitness	54	67	35.50	→-3.5%
41	Stripe rejects NSFW content payment processing	Finance & Banking	55	61	35.43	→+1.9%
42	Unmanageable notification volume across multiple channels	Productivity & Work	52	64	35.20	→+2.0%
43	Lack of Vulkan-based browser alternatives	Developer Tools	58	78	34.92	→-3.3%
44	Production alerts overwhelm on-call engineers	Developer Tools	52	67	34.84	→-3.7%
45	Common LISP stdin reading performance degradation	Developer Tools	43	54	34.82	→
46	Microsoft To Do shared lists sync unreliably	Productivity & Work	47	59	34.00	→
47	i am sure it	Finance & Banking	42	48	33.73	→-4.5%
48	Manual TypeScript type definitions for PostgreSQL queries	Developer Tools	44	60	33.62	→-2.2%
49	Complex SQL window function limitations	Developer Tools	43	59	33.44	→
50	Lead quality scoring without a dedicated data analyst	Marketing & Sales	43	53	33.27	→

FAQ

What are the best software problems to solve?

The highest-opportunity software pain point is “Large Python codebase architecture visualization” with an opportunity score of 55.7. Also consider "Browser extension for focus" (51.7).

How many software pain points are tracked?

Painscreener tracks 50 software pain points, scored by demand intensity and market competition.