Binarly
Network Security
3.7
/5
Toolio reviewer
Inspect built binaries for security issues, product managers and engineering teams should use Binarly. Security researchers may find it insufficient.
Browse by the job,
not the category
Most people arrive knowing what they need done, not which category it lives in. 65 jobs grouped into 12 kinds of work. Pick the kind on the left, or search.
Tick Compare on any two to four cards to put them side by side.
Crafter
Project Management
3.9
/5
Toolio reviewer
Crafter automates task creation, replacing status meetings with insights on project progress.
Tolgee
API Development
3.8
/5
Toolio reviewer
Best for developers looking to speed up app localization.
Proddy
Business Planning
3.9
/5
Toolio reviewer
Proddy is an AI-powered product management assistant.
Yay Forms
Analytics
4.0
/5
Toolio reviewer
Create high-converting forms quickly.
Vellum
Data Visualization
3.9
/5
Toolio reviewer
Builds AI agents from a plain-language description, wiring together tools like Notion, Slack, and Stripe.
Final Round AI
AI Content Generator
4.0
/5
Toolio reviewer
Real-time AI assistant for live interviews.
Shaped
Predictive Analytics
3.9
/5
Toolio reviewer
The only vector database with a feedback loop, powering personalized search and recommendations.
Releaso
AI Developer Tools
4.0
/5
Toolio reviewer
Manual updates are a thing of the past.
Springboard
AI Knowledge Management
3.8
/5
Toolio reviewer
Springboard prepares you for meetings quickly.
Lamp Builder
Website Builders
3.7
/5
Toolio reviewer
AI-driven landing page builder.
Thread AI
UI/UX Design
4.0
/5
Toolio reviewer
Test and share ideas quickly.
WriteMeSpecs
Writing Assistants
4.2
/5
Toolio reviewer
Write Me Specs is an AI tool to create technical specifications for apps quickly and easily, making your work faster.
Monterey AI
Customer Analytics
3.7
/5
Toolio reviewer
Gather and analyze customer feedback efficiently.
Product manager
Roadmaps, specs and user feedback.
All business and management 7
Founder and entrepreneur 334
Product manager 24
Project manager 306
Executive assistant 65
Consultant 76
Operations manager 357
Office and knowledge worker 238
Product managers write specs, prioritise a roadmap and make sense of user feedback from tickets, calls and surveys. WriteMeSpecs and Releaso help with requirement documents and release notes, while featureOS and OpinioAI gather and analyse feedback. The practical limit is context: a model does not know your strategy or constraints, so treat drafts as a starting structure and keep the decisions yours.
Questions people ask
Can AI write a product requirements document?
It can produce a solid first draft: problem statement, user stories, acceptance criteria and open questions. The draft will be generic until you supply real context about users, constraints and goals, and the prioritisation calls inside it are yours to make.
How do I use AI to analyse customer feedback?
Feed in support tickets, reviews, interview transcripts or survey comments, and tools such as featureOS group them into themes with counts and quotes. Check the theme labels against raw examples, because merged themes can hide an important edge case.
Should AI decide what goes on the roadmap?
No. AI can score ideas against criteria you give it and point out gaps, but it has no view of your market, team capacity or company bets. Use it to challenge your reasoning, not to replace the trade-off conversation with stakeholders.