Predictions
Every time a niche gets flagged "underserved" on the Dashboard, it's recorded here with a timestamp. Once 90 days pass, we check back: did the niche's launch count actually pick up? This is the one signal that can't be faked or rushed. Only earned by being right over real time.
373
Open
0
Resolved
0
Hits
0
Misses
n/a
Hit rate
Open vs. hit vs. miss
Open
| Niche | Label | Called on | Checked on | Supply mom. | Attention mom. |
|---|---|---|---|---|---|
| programming language compilers | Underserved | Nov. 15, 2026 | Feb. 13, 2027 | +9% | +0.06 |
| speech processing software | Underserved | Nov. 15, 2026 | Feb. 13, 2027 | 0% | +0.11 |
| ai search optimization tools | Underserved | Nov. 15, 2026 | Feb. 13, 2027 | +6% | +0.47 |
| system resource and cron job monitoring utilities | Underserved | Nov. 14, 2026 | Feb. 12, 2027 | -67% | +0.24 |
| software-defined radio tools | Underserved | Nov. 14, 2026 | Feb. 12, 2027 | -54% | +0.16 |
| sales enablement and engagement platforms | Underserved | Nov. 14, 2026 | Feb. 12, 2027 | -29% | +0.25 |
| voice dictation software | Underserved | Nov. 14, 2026 | Feb. 12, 2027 | -16% | +0.24 |
| social channel and community directories | Underserved | Nov. 13, 2026 | Feb. 11, 2027 | 0% | +0.23 |
| api directories and discovery platforms | Underserved | Nov. 13, 2026 | Feb. 11, 2027 | -14% | +0.15 |
| rss and newsletter readers | Underserved | Nov. 13, 2026 | Feb. 11, 2027 | 0% | +0.06 |
| geography trivia games | Underserved | Nov. 13, 2026 | Feb. 11, 2027 | +5% | +0.44 |
| experimental and embedded operating systems | Underserved | Nov. 13, 2026 | Feb. 11, 2027 | +6% | +0.08 |
| peer-to-peer exchange and sharing platforms | Underserved | Nov. 12, 2026 | Feb. 10, 2027 | -43% | +0.25 |
| website uptime monitoring tools | Underserved | Nov. 12, 2026 | Feb. 10, 2027 | -30% | +0.06 |
| robotics software and platforms | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -26% | +0.06 |
| screen accessibility and annotation tools | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -22% | +0.05 |
| api pricing and infrastructure cost calculators | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -23% | +0.21 |
| source code editors and extensions | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -18% | +0.07 |
| email verification tools | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | +7% | +0.09 |
| software development boilerplates | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -6% | +0.09 |
| 3d asset and model generators | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -22% | +0.18 |
| smart home automation software | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -50% | +0.08 |
| mcp server developer tools | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | 0% | +0.32 |
| server management and hosting tools | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -22% | +0.13 |
| exploit proof of concept repositories | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | -31% | +0.07 |
| streaming media players and tools | Underserved | Nov. 11, 2026 | Feb. 9, 2027 | +2% | +0.06 |
| third-party app store clients | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | 0% | +0.11 |
| developer documentation platforms | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -17% | +0.57 |
| restaurants and dining | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -25% | +0.06 |
| developer tutorials and guides | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -36% | +0.13 |
| rag developer frameworks and tools | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -33% | +0.07 |
| game controller mapping tools | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -24% | +0.09 |
| ai sales outreach and prospecting agents | Underserved | Nov. 10, 2026 | Feb. 8, 2027 | -2% | +0.12 |
| code execution sandboxes | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -33% | +0.14 |
| sms and messaging apis | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -25% | +0.08 |
| gpu infrastructure and developer tools | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -48% | +0.07 |
| messaging and automation bots | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -24% | +0.10 |
| markdown editors and viewers | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | +8% | +0.38 |
| ai workflow automation platforms | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -27% | +0.10 |
| application and game launchers | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -1% | +0.07 |
| macos system utilities | Underserved | Nov. 9, 2026 | Feb. 7, 2027 | -27% | +0.09 |
| game modding tools | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | +5% | +0.10 |
| search engine infrastructure and optimization tools | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | -71% | +0.18 |
| email template builders | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | 0% | +0.06 |
| online form and survey builders | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | -27% | +0.44 |
| ai ui and graphic design tools | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | 0% | +0.17 |
| local ai model runners and clients | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | +4% | +0.17 |
| fraud and scam detection software | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | -21% | +0.10 |
| hardware device drivers and utility software | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | +7% | +0.21 |
| game decompilation and recompilation tools | Underserved | Nov. 7, 2026 | Feb. 5, 2027 | +8% | +0.09 |
| online fundraising and crowdfunding platforms | Underserved | Nov. 6, 2026 | Feb. 4, 2027 | -9% | +0.23 |
| podcast tools and platforms | Underserved | Nov. 6, 2026 | Feb. 4, 2027 | 0% | +0.22 |
| file management tools | Underserved | Nov. 6, 2026 | Feb. 4, 2027 | 0% | +0.05 |
| software development kits | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | 0% | +0.35 |
| calendar synchronization tools | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -20% | +0.10 |
| hardware and system benchmarking tools | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -11% | +0.22 |
| data backup software | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -33% | +0.19 |
| ai text humanizers | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -9% | +0.12 |
| ai hardware devices | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -8% | +0.12 |
| software and system emulators | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | +9% | +0.09 |
| ai devops and codebase management tools | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -14% | +0.05 |
| ad campaign management and analytics | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | 0% | +0.24 |
| reverse engineering tools | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | 0% | +0.14 |
| ebook and reading apps | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | +3% | +0.06 |
| computer vision software and models | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | 0% | +0.06 |
| video game utility software | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -29% | +0.15 |
| pc gaming optimization utilities | Underserved | Nov. 5, 2026 | Feb. 3, 2027 | -8% | +0.33 |
| developer desktop client applications | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | 0% | +0.16 |
| smart contract and defi protocols | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | -79% | +0.12 |
| color grading and picker software | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | 0% | +0.22 |
| svg editing and graphic tools | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | 0% | +0.08 |
| browser automation tools | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | -25% | +0.42 |
| developer learning resources and directories | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | -50% | +0.06 |
| ai task management tools | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | +7% | +0.41 |
| 2d asset and graphic snippet generators | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | -24% | +0.09 |
| management and simulation games | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | 0% | +0.19 |
| penetration testing tools | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | +4% | +0.11 |
| automated accounting and tax software | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | 0% | +0.44 |
| machine learning developer tools | Underserved | Nov. 4, 2026 | Feb. 2, 2027 | -27% | +0.05 |
| api documentation tools | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -80% | +0.51 |
| visual collaboration and ideation tools | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | 0% | +0.44 |
| digital investigation and diagnostic software | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -53% | +0.28 |
| document automation software | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -9% | +0.22 |
| data and scientific visualization tools | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -43% | +0.07 |
| crypto trading terminals | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -14% | +0.40 |
| domain and email hosting services | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | +8% | +0.09 |
| virtual reality software and platforms | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | +7% | +0.12 |
| saas boilerplate starter kits | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -20% | +0.44 |
| movie and tv tracking apps | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | +6% | +0.44 |
| photo editing and management software | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -44% | +0.14 |
| 3d modeling and rendering software | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -7% | +0.42 |
| desktop environment and customization software | Underserved | Nov. 3, 2026 | Feb. 1, 2027 | -25% | +0.14 |
| mind mapping and neuroscience software | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | 0% | +0.44 |
| machine learning model training platforms | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | 0% | +0.07 |
| gamified learning and developer tools | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -29% | +0.44 |
| aerospace and space exploration technology | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -33% | +0.23 |
| cybersecurity training platforms | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -53% | +0.17 |
| web development and ui templates | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -57% | +0.11 |
| agile project management software | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -15% | +0.44 |
| retro gaming emulators and ports | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -17% | +0.10 |
| web scraping tools and apis | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -11% | +0.07 |
| music education and practice apps | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | +6% | +0.25 |
| algorithmic trading platforms | Underserved | Nov. 2, 2026 | Jan. 31, 2027 | -12% | +0.29 |
| video game source ports | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | +4% | +0.05 |
| desktop and terminal email clients | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -60% | +0.06 |
| plant and nature identification apps | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -33% | +0.22 |
| collectible card management software | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -9% | +0.22 |
| social polling and prediction platforms | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | +7% | +0.44 |
| vulnerability research and malware analysis tools | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | +6% | +0.16 |
| video analytics and processing tools | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -15% | +0.28 |
| developer command-line tools | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -57% | +0.07 |
| meeting and schedule planning software | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | +5% | +0.44 |
| developer productivity and workflow management | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -49% | +0.13 |
| personal task management apps | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -10% | +0.06 |
| specialized navigation and tracking apps | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | -37% | +0.21 |
| ai website builders | Underserved | Nov. 1, 2026 | Jan. 30, 2027 | +3% | +0.20 |
| event streaming platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -33% | +0.06 |
| prediction market platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -50% | +0.40 |
| interactive product demo platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -22% | +0.44 |
| transactional email platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -47% | +0.41 |
| mobile developer and terminal clients | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -47% | +0.10 |
| media server management tools | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -18% | +0.06 |
| software and product review platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | 0% | +0.22 |
| data enrichment and lookup apis | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -47% | +0.13 |
| creative text and content generators | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -38% | +0.05 |
| cashback and rewards optimization software | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -29% | +0.22 |
| visual effects plugins and libraries | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -39% | +0.30 |
| autonomous ai research agents | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -42% | +0.06 |
| game overlay software | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -16% | +0.44 |
| ai token and inference cost trackers | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | 0% | +0.19 |
| ai 3d and animation generators | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -8% | +0.09 |
| cloud storage and backup management tools | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | 0% | +0.05 |
| online trivia quiz games | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | 0% | +0.19 |
| llm inference and deployment tools | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | +7% | +0.06 |
| creative and developer tool plugins | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -6% | +0.07 |
| ai recruiting and workforce platforms | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | +5% | +0.24 |
| b2b lead generation software | Underserved | Oct. 31, 2026 | Jan. 29, 2027 | -17% | +0.44 |
| embedded systems and firmware utilities | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -14% | +0.05 |
| teleprompter apps and software | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -40% | +0.22 |
| privacy-focused web analytics | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -25% | +0.22 |
| software documentation and pdf generators | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -11% | +0.19 |
| admin dashboard templates and builders | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | 0% | +0.06 |
| curated software and resource lists | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -40% | +0.11 |
| ai image and video upscalers | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -41% | +0.19 |
| chatgpt plugins and extensions | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | 0% | +0.23 |
| field service management software | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -21% | +0.44 |
| appointment booking software | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | +8% | +0.22 |
| calorie and nutrition tracking apps | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -3% | +0.44 |
| video game console emulators | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | +3% | +0.07 |
| job search and application trackers | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | -11% | +0.10 |
| git management and workflow tools | Underserved | Oct. 30, 2026 | Jan. 28, 2027 | +3% | +0.06 |
| ai website and form builders | Underserved | Oct. 29, 2026 | Jan. 27, 2027 | -58% | +0.37 |
| electronic signature software | Underserved | Oct. 29, 2026 | Jan. 27, 2027 | +6% | +0.44 |
| specialized analytics platforms | Underserved | Oct. 29, 2026 | Jan. 27, 2027 | -17% | +0.14 |
| ai workspace platforms | Underserved | Oct. 29, 2026 | Jan. 27, 2027 | -30% | +0.23 |
| mock and synthetic data generators | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -50% | +0.16 |
| employee onboarding and benefits software | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | 0% | +0.09 |
| audio tour and playback systems | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | 0% | +0.22 |
| obsidian plugins and themes | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -11% | +0.07 |
| collectibles and currency tracking apps | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -11% | +0.22 |
| wishlist and gift registry apps | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -18% | +0.44 |
| server management control panels | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | 0% | +0.21 |
| computer and browser automation agents | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -54% | +0.16 |
| llm evaluation and deployment tools | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -29% | +0.31 |
| open-source software platforms | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -6% | +0.09 |
| computational biology and chemistry software | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -31% | +0.20 |
| ai coding assistants | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -19% | +0.11 |
| ai writing assistants | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -16% | +0.05 |
| networking and tunneling utilities | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -14% | +0.20 |
| distraction and screen time blockers | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | +2% | +0.39 |
| video production and processing tools | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -11% | +0.16 |
| stock and market analysis software | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | +2% | +0.05 |
| ai agent skill registries | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | +6% | +0.09 |
| model context protocol tools | Underserved | Oct. 28, 2026 | Jan. 26, 2027 | -7% | +0.16 |
| file and dataset format converters | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -33% | +0.14 |
| sentiment analysis software | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -33% | +0.18 |
| music visualizer software | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -14% | +0.08 |
| contact management apps | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -33% | +0.22 |
| job application autofill tools | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | +9% | +0.20 |
| identity and formal verification software | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -22% | +0.08 |
| code and binary analysis tools | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -25% | +0.15 |
| graphics rendering engines and libraries | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -23% | +0.14 |
| digital history and reference archives | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | 0% | +0.36 |
| ai and productivity email clients | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | +9% | +0.22 |
| video game companion apps | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | -73% | +0.22 |
| generative engine optimization software | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | +7% | +0.44 |
| developer utility tools | Underserved | Oct. 27, 2026 | Jan. 25, 2027 | +6% | +0.07 |
| sales power dialer software | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | 0% | +0.44 |
| virtual business phone systems | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | 0% | +0.44 |
| ai code editors | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -27% | +0.21 |
| addiction recovery apps | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -8% | +0.44 |
| ai research assistants | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | 0% | +0.13 |
| influencer marketing platforms | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -48% | +0.22 |
| employee time and attendance tracking software | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -36% | +0.22 |
| codebase visualization tools | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | +8% | +0.29 |
| ai browser agents | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | +6% | +0.20 |
| pdf editing software | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | +10% | +0.17 |
| diagramming and flowchart tools | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -18% | +0.22 |
| comfyui plugins and workflows | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -25% | +0.19 |
| personal productivity software | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -3% | +0.07 |
| ai marketing automation platforms | Underserved | Oct. 26, 2026 | Jan. 24, 2027 | -11% | +0.22 |
| web publishing and content curation tools | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -43% | +0.33 |
| visual scanning and appraisal apps | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | 0% | +0.44 |
| vehicle telemetry and sensor monitoring apps | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | 0% | +0.05 |
| incident response software | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -53% | +0.11 |
| programming languages and interpreters | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -9% | +0.06 |
| decentralized protocols and service platforms | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | 0% | +0.24 |
| app store optimization tools | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -31% | +0.16 |
| mobile device automation frameworks | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -30% | +0.11 |
| content and website blockers | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -38% | +0.15 |
| terminal emulators and utilities | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | 0% | +0.15 |
| open-source hardware and maker electronics | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -36% | +0.09 |
| game development engines | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | 0% | +0.12 |
| voice productivity assistants | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -38% | +0.30 |
| ai agent evaluation platforms | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -39% | +0.07 |
| cloud and application hosting platforms | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | +4% | +0.44 |
| speech and voice ai models | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | +4% | +0.27 |
| audio editing and processing utilities | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | +5% | +0.09 |
| disk space cleanup utilities | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | +8% | +0.09 |
| ai agent development platforms | Underserved | Oct. 25, 2026 | Jan. 23, 2027 | -17% | +0.09 |
| push notification tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | 0% | +0.30 |
| mechanical engineering and fabrication tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -20% | +0.07 |
| video game character build planners | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -17% | +0.19 |
| product analytics and experience software | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -50% | +0.20 |
| smart home and iot devices | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -54% | +0.31 |
| iot and hardware cloud platforms | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | 0% | +0.11 |
| product management software | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -22% | +0.44 |
| geospatial and transport tracking platforms | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -42% | +0.44 |
| data and system migration tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -36% | +0.06 |
| interactive storytelling platforms | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -62% | +0.17 |
| terminal user interface tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -40% | +0.09 |
| visual and social bookmarking apps | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -9% | +0.44 |
| network and communication protocol libraries | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -17% | +0.16 |
| hyperlocal and interest-based community apps | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -8% | +0.31 |
| niche search tools and widgets | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -20% | +0.11 |
| conversational ai platforms | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -35% | +0.14 |
| text and document editors | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -30% | +0.42 |
| website feedback and testimonial widgets | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -17% | +0.44 |
| reinforcement learning frameworks | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -32% | +0.11 |
| knowledge base and graph software | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -35% | +0.13 |
| database management systems and engines | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | +7% | +0.22 |
| ai game generation and simulation tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | +7% | +0.17 |
| restaurant discovery and guide directories | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -11% | +0.22 |
| portfolio tracking tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -36% | +0.22 |
| baby and pregnancy tracking apps | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | +7% | +0.24 |
| event management and ticketing software | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -8% | +0.44 |
| typography and font tools | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -4% | +0.18 |
| link in bio builders | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | +4% | +0.44 |
| desktop and display utilities | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -6% | +0.12 |
| ai companion apps | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | -32% | +0.07 |
| audio and music production software | Underserved | Oct. 24, 2026 | Jan. 22, 2027 | +9% | +0.44 |
| software synthesizers and midi tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -4% | +0.05 |
| ai agent guardrail software | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | 0% | +0.08 |
| video game modding and translation tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -14% | +0.07 |
| webcam and video streaming utilities | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -40% | +0.43 |
| brain and cognitive training apps | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -44% | +0.44 |
| 3d printing software and utilities | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | 0% | +0.44 |
| social selling automation tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -38% | +0.22 |
| machine learning inference engines | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -27% | +0.21 |
| team and live chat software | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -29% | +0.21 |
| llm benchmarking tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -40% | +0.16 |
| bug reporting and tracking software | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | 0% | +0.37 |
| password management tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -35% | +0.17 |
| business intelligence and analytics dashboards | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -7% | +0.21 |
| physics and engineering simulation software | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -36% | +0.08 |
| ambient sound generators | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -32% | +0.18 |
| specialized and developer web browsers | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | +7% | +0.47 |
| desktop music players | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -37% | +0.24 |
| database clients and gui tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | 0% | +0.39 |
| ai software development platforms | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | 0% | +0.39 |
| interactive mapping platforms | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -8% | +0.06 |
| large language models | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -12% | +0.22 |
| automated software testing tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -31% | +0.08 |
| automated code review tools | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | +9% | +0.28 |
| desktop ai assistants | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | +4% | +0.38 |
| ui component libraries | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | +3% | +0.16 |
| video game mods and managers | Underserved | Oct. 23, 2026 | Jan. 21, 2027 | -8% | +0.06 |
| version control and updater software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -33% | +0.31 |
| software package managers | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -43% | +0.32 |
| ai interactive fiction and rpg platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -60% | +0.26 |
| screen privacy and sharing utilities | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -44% | +0.20 |
| quantum computing software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -17% | +0.28 |
| prompt injection security tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -55% | +0.71 |
| meeting transcription software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.38 |
| llm security and guardrails software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -50% | +0.21 |
| disaster recovery and data restoration tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -44% | +0.39 |
| collaborative digital whiteboard software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.21 |
| browser code execution environments | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.27 |
| ai text summarization and editing tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -38% | +0.46 |
| web accessibility testing tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -50% | +0.45 |
| public transit tracking software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -33% | +0.22 |
| print on demand platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -14% | +0.22 |
| mathematical solvers and optimization engines | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -74% | +0.55 |
| foundation model frameworks | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -50% | +0.19 |
| distributed systems frameworks | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -54% | +0.29 |
| design inspiration galleries | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -63% | +0.10 |
| ai headshot generators | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -25% | +0.24 |
| automated content moderation tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.06 |
| account automation tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.22 |
| scripting and execution runtimes | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.17 |
| command line productivity tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -33% | +0.13 |
| api testing and mocking tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -20% | +0.06 |
| religious and scripture study apps | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.46 |
| ios app development and analysis tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -18% | +0.41 |
| financial reconciliation software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -9% | +0.44 |
| credential management and security tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.18 |
| self-hosted software platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -15% | +0.09 |
| llm optimization tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -45% | +0.17 |
| contract review and management software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -42% | +0.44 |
| simulation games | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -48% | +0.13 |
| privacy-focused browsers and web tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -20% | +0.44 |
| browser-based media editors | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +9% | +0.44 |
| backend development platforms and services | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +9% | +0.09 |
| api usage and rate limit monitoring | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -14% | +0.12 |
| software observability platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.44 |
| semantic search and rag tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -38% | +0.23 |
| real-time speech translation software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -28% | +0.16 |
| virtual styling and wardrobe apps | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -22% | +0.06 |
| system maintenance utility software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -30% | +0.06 |
| software development environments | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -46% | +0.10 |
| environmental and geospatial analytics software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -42% | +0.44 |
| ai agent execution sandboxes | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -18% | +0.15 |
| data parsing libraries and tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -6% | +0.06 |
| video content creation platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +7% | +0.17 |
| cryptocurrency trading bots | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -30% | +0.09 |
| certificate and license management software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.10 |
| ai presentation software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -11% | +0.44 |
| ai intelligence and analysis tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -50% | +0.41 |
| robot learning frameworks | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +6% | +0.30 |
| construction management software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -5% | +0.35 |
| ai content detection software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -5% | +0.46 |
| video players and display software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -9% | +0.22 |
| remote desktop and control software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -33% | +0.41 |
| product and content discovery platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -29% | +0.22 |
| developer and open source resource directories | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -62% | +0.16 |
| alarm clock and sleep apps | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | 0% | +0.44 |
| specialized algorithms and computing libraries | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -69% | +0.37 |
| decision support software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -4% | +0.22 |
| ai voice agents and platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -19% | +0.24 |
| software deployment and configuration tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +8% | +0.10 |
| llm inference engines | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -18% | +0.08 |
| llm routing and gateway tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -33% | +0.12 |
| ai benchmarking platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -3% | +0.08 |
| ai agent security and monitoring tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -35% | +0.06 |
| ai agent observability platforms | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -16% | +0.10 |
| virtual desktop pets and widgets | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -20% | +0.30 |
| ui components and design tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -18% | +0.08 |
| ai agent runtime environments | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +6% | +0.30 |
| mobile rooting and modding tools | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -31% | +0.13 |
| screen recording software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -2% | +0.33 |
| multi-agent frameworks and protocols | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -22% | +0.22 |
| animation and motion graphics software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -21% | +0.26 |
| note-taking and writing apps | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +9% | +0.44 |
| ai agent memory infrastructure | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +9% | +0.14 |
| video editing software | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -30% | +0.14 |
| ai coding agents | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | -7% | +0.08 |
| fitness and health trackers | Underserved | Oct. 22, 2026 | Jan. 20, 2027 | +10% | +0.11 |
| web automation and scraping for agents | Underserved | Sept. 24, 2026 | Dec. 23, 2026 | -7% | +0.14 |
| Hacker News clients and tools | Underserved | Sept. 15, 2026 | Dec. 14, 2026 | +10% | +0.09 |
| local security and secrets management | Underserved | Sept. 15, 2026 | Dec. 14, 2026 | -12% | +0.06 |
| systems utilities and sandbox infrastructure | Underserved | Sept. 14, 2026 | Dec. 13, 2026 | -31% | +0.09 |
| focus and ADHD productivity tools | Underserved | Sept. 13, 2026 | Dec. 12, 2026 | +8% | +0.08 |
| hobbyist electronics and maker projects | Underserved | Sept. 12, 2026 | Dec. 11, 2026 | +3% | +0.05 |
| crypto and cross-border payment infrastructure | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +1% | +0.06 |
| Claude ecosystem and developer tools | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +2% | +0.07 |
| AI agent orchestration and development tools | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +6% | +0.06 |
| scientific and quantum computing tools | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -39% | +0.32 |
| searchable public records and document archives | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -26% | +0.15 |
| ai coding assistants and app builders | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -14% | +0.12 |
| persistent memory for ai agents | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | +2% | +0.11 |
| frontend design and development tools | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | 0% | +0.24 |
| developer tooling for coding agents | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -2% | +0.09 |
| web graphics and UI developer tools | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -10% | +0.08 |
Resolved
Nothing has resolved yet. The earliest predictions are checkable in 90 days.