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Stop guessingIdeaSaaS AI Mining MascotBuild</>what people actually need.

We scan Reddit, Hacker News, IndieHackers, Product Hunt, Dev.to & GitHub daily — and use AI to surface problems worth building into your next SaaS.

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Reddit•r/SaaS

I'm losing $5k+ plumbing jobs because I can't answer my phone on-site. Is there an AI receptionist?

👤
u/plumbing_pro_88

From pure noise to validated idea.

Real problems. Real communities. AI-validated and ready for you to build.

ideasaas.xyz/dashboard

Reddit Signals

March 10, 202631 results
1
Reddit • r/saas
Mar 10
Pre-launch and early-stage SaaS founders.

Early-stage SaaS founders get flooded with fake signups and spam messages that pollute analytics and waste time, especially during launch.

Solution

A drop-in signup and contact-form shield that detects and blocks bots, spam, and low-quality signups while keeping onboarding friction low for real users.

Monetization

$19/mo starter (up to X signups), $49/mo for higher volume and team accounts.

Sources
1 Mentions•0 Upvotes
r/saas
r/saas
9 days ago

We got up to 400 bot users when we launched , how do you fix this .. lessons learnt

BUILDTAM: Growing

The founder hit 400 fake users in 2 weeks and couldn’t get sensible advice; a focused “launch-safe” spam shield is an easy yes at $20–$30/mo.

2
Reddit • r/microsaas
Mar 10
Indie hackers and creator-founders posting across multiple platforms.

Makers lose hours every week rewriting the same content for different platforms and feel stuck doing repetitive, low-leverage editing work.

Solution

A content hub where you drop one draft and instantly get tailored versions for X, LinkedIn, Reddit, email, and your blog with platform-native formats.

Monetization

$19/mo starter for limited posts, $49/mo pro for higher volume and teams.

Sources
1 Mentions•0 Upvotes
r/microsaas
r/microsaas
9 days ago

I'm losing hours every week rewriting the same content for different platforms -- is this just me or a real problem?

BUILDTAM: Growing

Multiple commenters resonated that this is a real time drain; if you can truly save 3–5 hours/week, $19–$39/mo is trivial.

3
Reddit • r/buildinpublic
Mar 10
SaaS founders in competitive, usage-based markets (email, analytics, infra).

Founders don’t trust SaaS pricing pages and can’t tell if a tool is actually cheaper for their list size and send volume, so they hesitate to switch.

Solution

A plug-and-play pricing calculator page that compares your tool versus competitors for real usage patterns and becomes your transparent “honest calculator” landing.

Monetization

$29/mo per calculator, or $149 one-time setup per product.

Sources
1 Mentions•0 Upvotes
r/buildinpublic
r/buildinpublic
9 days ago

The Honest Email Marketing Calculator

BUILDTAM: Growing

The original founder’s calculator became the main pitch; packaging this makes switching decisions way easier and can measurably lift trials.

4
Reddit • r/buildinpublic
Mar 10
Solo founders and heavy-writing knowledge workers.

Solo founders doing email, docs, support, and prompts all day burn 2–3 hours daily just typing, leaving them exhausted with little deep work done.

Solution

A Mac/desktop assistant that routes all your typing apps through high-quality dictation with hotkeys, smart punctuation, and quick correction so you just talk instead of type.

Monetization

$19/mo flat, with a $99 lifetime “founder” plan.

Sources
1 Mentions•0 Upvotes
r/buildinpublic
r/buildinpublic
9 days ago

I saved 11 hours last week by changing one thing on my Mac. Here's exactly how.

BUILDTAM: Established

The poster gained back 11 hours/week; saving even 5 hours is obvious ROI at $15–$30/mo.

5
Reddit • r/microsaas
Mar 10
MicroSaaS founders with low conversion despite decent traffic.

Founders obsess over design but miss simple messaging fixes—headlines, testimonials, CTAs—that would actually move conversion.

Solution

A tool that audits your landing page, highlights weak copy and social proof, and suggests specific text and layout tweaks.

Monetization

$29/mo flat for ongoing audits, or $99 one-time “fix my page” reports.

Sources
1 Mentions•0 Upvotes
r/microsaas
r/microsaas
9 days ago

What actually improved your SaaS conversion rate the most?

BUILDTAM: Growing

It directly targets conversion, which is tied to revenue, and can be positioned cheaper than a copywriter.

6
Reddit • r/saas
Mar 10
Teams running or selling LLM gateways into enterprises.

Enterprises excited by an LLM gateway hit a wall when compliance/security join—lack of audit logs, per-team access controls, and data residency becomes a deal-breaker.

Solution

A compliance wrapper for LLM gateways that adds full prompt/response logging, team-based access policies, and enterprise-ready controls without changing the gateway core.

Monetization

Tiered by number of teams and stored events, starting at $99/mo.

Sources
1 Mentions•0 Upvotes
r/saas
r/saas
9 days ago

AI compliance requirements that keep coming up in enterprise conversations

BUILDTAM: Growing

The maintainer literally calls missing audit logging “a blocker”; solving that unlocks enterprise contracts, so $200–$500/mo is trivial for them.

Today's scan — March 10

Found 72 validated ideas

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Deep Research

Every idea, deeply analyzedwithPerplexityPerplexity

AI-powered deep research that surfaces the BUILD verdict, TAM sizing, competitive landscape, and validated insights — all in seconds.

IdeaSaaS Deep Analysis — BUILD verdict, TAM analysis, and competitive landscape powered by Perplexity
AI Research

Your personalAI research space.

Validate markets, analyze competition, and explore technical architecture — all from one clean, powerful interface.

Frontier Models

Research with thebest AI models.

Switch between 5 frontier models in a single click. Perplexity, OpenAI, Gemini, Claude, DeepSeek — all at your fingertips.

Sonar Pro
GPT-4o
Gemini
Claude
DeepSeek
IdeaSaaS AI Research Bar — switch between Sonar Pro, GPT-4o mini, Gemini Flash, Claude Sonnet, and DeepSeek V3
Why IdeaSaaS

Other tools give you trends.We give you conviction.

Everything you need to go from “maybe” to “shipped” — in one place.

  • RedditHackerNewsGitHubProductHuntIndieHackers
    RedditHackerNewsGitHubProductHuntIndieHackers

    Real-time extraction

    AI-powered discovery across the web’s most active startup communities.

  • OpenAIClaudeGeminiDeepSeekPerplexity
    OpenAIClaudeGeminiDeepSeekPerplexity

    5 frontier AI models

    GPT-4o, Claude, Gemini, DeepSeek, Perplexity — switch in one click.

  • Verdict Background
    BUILD
    TAM: Niche in indie tooling.

    Strong, repeated pain; the behavioral constraint (must give feedback to receive) is simple but powerful and technically easy to implement.

    COMPETITIVE LANDSCAPE
    Generic forums and "test my app" threads
    the cited project shows validation for enforced reciprocity

    Verdicts, not just data

    Every idea gets a BUILD / SKIP verdict backed by TAM notes, source context, and research follow-ups.

  • 6 communities, one feed

    Reddit, HN, IndieHackers, Product Hunt, Dev.to, GitHub — all extracted to one stream.

  • Fresh signals daily

    Our pipeline runs daily, surfacing new opportunities before they get crowded.

52 hours → 5 minutes

Stop guessing.Start building with proof.

Traditional validation burns hours in tabs, forums, and dead-end notes. IdeaSaaS turns that into one inspectable workflow so you can move from wandering to validation in minutes.

The Old WayManual Research

Weeks of guesswork — scrolling, Googling, asking biased friends.

Search Reddit, HackerNews, IndieHackers, Dev.to, ProductHunt, and GitHub for complaints.2h 30m
Sift through 100+ replies. Filter out noise & sarcasm.3h 15m
Identify a pattern. Try to quantify if it's a real pain point.1h 45m
Google the TAM and existing solutions. Find conflicting data.2h 00m
Check ProductHunt and IndieHackers for failed attempts.1h 30m
Ask friends for feedback. Get biased 'sounds cool' answers.1h 00m
Still unsure. Build a landing page. Launch to crickets.40h 0m
Total Wasted TimePer single idea validation.
52+hours
The Smart WayWith IdeaSaaS

Validated before your coffee gets cold. Seriously.

Signals automatically aggregated from 6 developer communities.10s
AI filters noise, groups identical complaints, extracts the core problem.30s
Pain point scored by frequency, urgency, and purchase intent.45s
TAM, competitors, and technical feasibility instantly analyzed.1m 30s
Cross-check the opportunity across multiple research models.1m 45s
Get a BUILD / MAYBE / SKIP verdict with source-backed reasoning.20s
Start writing code for a solution people actually begged for.0s
Total Time to ValidateStart shipping immediately.
5min
0×
faster validation
0h
saved per idea
0
communities
Trust Layer

Trust the workflow because it shows its work.

IdeaSaaS should feel credible because you can inspect the threads, open the real dashboard, and understand exactly what each plan unlocks.

Inspect the signal before you believe it

Every idea keeps the original Reddit, Hacker News, Dev.to, Indie Hackers, GitHub, or Product Hunt context attached. The goal is not to ask for blind trust. The goal is to let founders see the pain, the wording, and the source thread themselves.

Open the source threads behind each idea card.
See problem, solution, monetization, and verdict in one place.
Use the preview inside the real dashboard, not a fake demo.
Upgrade only when the workflow feels worth paying for.

Try the real dashboard first

Preview starts inside the actual product: latest 18 ideas plus 20 research requests per day.

Know what you unlock

Explorer unlocks the fresh 3-day drop. Pro unlocks the full vault, deeper research models, CSV export, and the daily digest.

What you can verify right now

Open the preview, inspect the source threads, and decide whether the workflow earns your upgrade. Trust should come from the product itself, not from decorative social proof.

Preview first. Upgrade only when it feels earned.
FAQ

The questions every founder asks.

Straight answers — no marketing fluff.

You could — and plenty of founders do. IdeaSaaS is for people who want a faster first pass than tab-hopping across 6 communities. It pulls recent discussions into one workflow, highlights repeated pain, and lets you inspect the original source threads instead of guessing from memory and bookmarks.

Google Trends tells you *what* people search for — not *why* they're frustrated. Keyword tools show search volume, not purchase intent. IdeaSaaS reads the actual words people write: 'I would literally pay $200/month for something that does X.' That's a pre-validated business opportunity, not a keyword. We analyze sentiment, urgency, frequency, and willingness-to-pay from real human conversations. No other tool does this.

Every idea is evaluated across 4 dimensions: pain frequency, pain severity, purchase intent, and competitive gap. A BUILD verdict means the signal currently looks strong across those dimensions. SKIP means the market looks saturated or the pain is weak. EXPLORE means there may be something there, but it needs more validation. The verdict is meant to speed up research, not pretend to be a guaranteed outcome.

Different models catch different risks. One model might focus on market pull, another on technical feasibility, another on positioning. IdeaSaaS gives you access to multiple research models so you can pressure-test an opportunity from more than one angle instead of trusting a single take.

We currently scan Reddit (focused subreddits like r/SaaS, r/startups, r/devops, r/webdev, r/marketing), Hacker News, IndieHackers, Product Hunt, Dev.to, and GitHub Issues. These are where technical founders, developers, and early adopters actively discuss unmet needs. We're constantly adding new sources — Discord communities and Twitter/X are next on our roadmap.

No — and non-technical founders might benefit even more. IdeaSaaS translates raw developer complaints into plain-English business opportunities. Every verdict includes: what the market wants, estimated willingness-to-pay, suggested MVP scope, and competitive landscape. You can hand this directly to a developer or agency with absolute clarity instead of a vague 'I think people might want X.'

Our pipeline runs daily. Every opportunity you see was extracted within the last 24 hours from live community discussions. We timestamp everything and show you the original source links so you can verify. Stale ideas get automatically deprioritized. If someone complained yesterday about a problem with no solution — you'll see it today.

That is exactly why IdeaSaaS now starts with a no-card preview instead of forcing checkout first. You can get inside the dashboard, inspect the latest 18 validated signals, and use 20 research requests per day before deciding to upgrade. If the preview does not earn conviction fast, do not pay for it.

Still have questions? Reach out anytime

Pricing.

Validated idea research for builders

Start with a no-card preview. Upgrade to Explorer or Pro when you want full access.

Explorer

Best for browsing the freshest validated signals and building a shortlist before you go deep.

$17/month

Preview free first, then unlock for $17/mo

  • Latest 3-day validated idea drop
  • 50-60+ fresh validated ideas daily
  • Daily problem feed across all 6 sources
  • Standard research models for quick validation
  • Pain scores, verdicts, and market context
  • Bookmark and shortlist promising ideas
  • Fast filters by source, date, and verdict

No card needed for preview · Upgrade when you are ready

Pro

Most chosen

Best for serious builders who want the full idea vault, deeper validation, and faster conviction before they build.

$39/month

Preview free first, then unlock for $39/mo

  • Everything in Explorer
  • Universal Ideas Library - full historical archive
  • Expanded research model access
  • Full AI research inside the dashboard
  • Deeper validation and competitor mapping
  • Daily top-7 idea digest by email
  • Export your filtered shortlist to CSV

No card needed for preview · Upgrade when you want the full vault

Secure Checkout

Use the no-card preview first. When you upgrade, Explorer or Pro goes through secure Polar checkout.

No-card preview

18 ideas · 20 requests/day

Universal Ideas Library

Every idea ever discovered by IdeaSaaS, stored and searchable. Browse thousands of validated pain points across 6 communities.

Available exclusively on the Pro plan

Not ready yet?

Tell us what is stopping you. This gives you a faster answer now and gives us real objection data instead of dead traffic.

Explorer = latest drop · Pro = full vault

Start with the no-card preview · Upgrade when you are ready

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