RayAI - Your AI modern co-founder.
Build with confidence, ship and grow SaaS that users want.
5 followers
Build with confidence, ship and grow SaaS that users want.
5 followers
An AI co-founder that helps you validate, plan, and launch SaaS faster with insights, automations, and smart workflows. Validate your market, tracks threats, manages features, track issues, collect feedback, waitlist users, and keeps your SaaS on track.
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Render Sandboxes: a computer for every agentGive every agent its own machine. Starts in under a second
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Your AI co-founder for building SaaS
Hey Product Hunt 👋
I’m Phumudzo. I’ve wasted months chasing SaaS ideas that never took off. The problem wasn’t building - it was validating, prioritizing, and knowing where to focus.
So I built RayAI, the tool I wish I had from day one.
RayAI is like having an AI co-founder: it validates your idea, watches your market, suggests the next move, and keeps your product, team, and users in sync.
What makes RayAI powerful
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1) AI-powered market validation
Instant TAM & trends - get real market numbers in minutes.
Competitor discovery - RayAI surfaces competitors you didn’t even know about.
Competitor SWOT analysis - AI breaks down strengths, weaknesses, opportunities, threats.
Competitor moves tracking - alerts you when they launch features, shift strategy, or raise money.
Threat levels - AI tells you whether it’s noise or a real risk.
Validation report - comprehensive report for every SaaS idea, complete with insights, risks, and recommendations.
Validation score - a clear 0–100 confidence score with actionable next steps.
👉 You don’t just get data - you get clarity: is this worth building?
2) Feature & issue management that scales
Feature management - organize features, group them into categories, and connect them to goals.
Issue tracking - advanced issue workflows with dependencies, blockers, and AI auto-triage.
Turning feedback into action - AI converts user feedback and feature requests into issues, features, or roadmap items instantly.
Milestones & project health - track progress, risks, and delivery timelines with AI-powered health indicators.
File uploads & project assets - store docs, specs, or design files directly in context of your project.
Copilot agent - an AI teammate that manages your SaaS, suggests actions, and even creates tasks based on signals.
👉 It’s like Jira, Trello, and Notion - but smarter, lighter, and connected by AI.
3) Roadmaps that build momentum
Public roadmaps - show what you’re building next and let people follow along.
Feature requests inside roadmaps - community votes directly influence roadmap items.
Changelogs inside roadmaps - ship a feature, and the roadmap updates automatically with a changelog entry.
Feedback loops - users see their feedback turn into real shipped features.
API access for customization - design your roadmap and waitlist pages the way you want with full API control.
👉 Your roadmap becomes a growth engine, not a static page.
4) Customer engagement that converts
Waitlist management - scale from 100 to 10,000 signups with referral tracking.
Feedback inbox that organizes itself - AI groups duplicates, finds patterns, and extracts sentiment.
Feature launch automation - when you ship, everyone who voted or waited gets notified automatically.
Changelog management - publish versioned updates, and AI can draft release notes for you.
👉 Stop losing momentum. Every update builds trust and excitement.
5) Automations & integrations that feel like magic
Feedback mentions a bug? AI creates an issue and assigns it.
Competitor launches something big? RayAI suggests a counter-feature or research task.
Milestone slipping? AI adjusts timelines and suggests scope tweaks.
Feature request surges? Priority auto-adjusts across roadmap and planning.
Integrations with GitHub, Slack, and more, everything stays in sync.
👉 RayAI isn’t just a tool - it’s a co-pilot for your SaaS.
6) Analytics & insights that guide your next move
Validation dashboard - watch confidence rise or fall with real signals.
Delivery insights - cycle times, bottlenecks, and velocity trends.
Engagement analytics - votes, signups, adoption, conversions.
Project health - AI flags risks, delays, and dependencies across your projects.
Impact analysis - see which features drive growth and retention.
👉 Less guessing, more knowing.
Who it’s for
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Solo founders who need leverage, not overwhelm.
Small teams that want alignment and clarity.
Agencies & studios validating and shipping multiple products.
Why I built it
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I didn’t want another backlog tool. I wanted proof that my idea was worth building, a system that connected feedback to roadmap to delivery, and an AI co-founder that could keep me focused. RayAI became that for me, and now I want it to be that for you.
What’s next
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Deeper integrations (GitHub, Notion, Slack, Stripe)
More AI copilot features - so RayAI not only tracks, but suggests your next best move
Expanded docs, templates, and developer resources for custom setups
Ask
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I’d love your support. Try it, break it, and tell me what you’d want your AI co-founder to do. Every upvote, comment, and feedback helps me make RayAI better 🙏
👉 Check out RayAI here - https://rayai.dev
Let’s build SaaS smarter, together.
– Phumudzo