Find a business idea backed by real demand.

Find a business idea backed by real demand.

Discover AI, SaaS, and app ideas backed by real community demand, job ads, podcasts, and evidence scores.

How to use AI to start a business

+970 ideas and +20.6k signals this week

explore live ideas

New & Signals Added

Top/Trending

SaaS

AI & Machine Learning

Developer Tools

Automation

Productivity

Analytics

E-commerce

Finance & FinTech

19 Signals+5First 100 Customers GTM Sprint for Bootstrapped SaaS FoundersA productized go-to-market service that turns a newly launched SaaS into a focused 30-day customer acquisition campaign.Score 55"How do you market your SaaS I have created a SaaS product off of the back of a conversation with an AirCon installer in the UK, more as a side project and for the challenge than anything else. I'd like to have a go at launching it but I have never done something like it so looking to see what others recommend?"

0

SaaS go-to-market • Founder marketing3w

566 Signals+12Partner-Led Enterprise Deal Desk for AI VendorsA managed partnership operations service that helps AI companies turn hyperscaler and SI alliances into qualified pipeline, co-sell motions, and delivered enterprise pilots.Score 60"Collaborate with Partner CE, product, and regional teams to design scalable programs that provide the technical depth and business execution AI service partners need to build sustainable practices. Identify and own global programs that enable partners to generate new sales pipelines, accelerate sales cycles, and drive faster, more successful customer deployments."

0

enterprise partnerships • AI go-to-market3w

New

5 SignalsPositioning Triage Sprint for Expert-Led BusinessesA fixed-scope diagnostic and repositioning service for experts whose funnels attract attention but fail to produce qualified buyers.Score 46"I think I blamed traffic for a problem that was really positioning. When I first started, I thought the answer was always more traffic. More visitors. More impressions. More clicks. I assumed that if enough people saw my product, sales would eventually follow. Looking back, I realized traffic only amplifies what's already there. If people don't understand who it's for... Or why it's different... More visitors just means more people leaving. Now I try to ask a different question before chasing traffic: Would someone who lands on this page immediately understand why they should care? If the answer is no, I don't need more traffic. I need a clearer message. That mindset has saved me from spending time trying to solve the wrong problem. Have you ever realized your biggest bottleneck wasn't traffic at all? What was it?"

0

positioning consulting • conversion strategy1h

###### Voice-to-Structured-Text AI Productivity Tool

Speak naturally into any app and instantly get clean, formatted emails, notes, tasks, and AI prompts — no typing required.

Productivity / AI Tools

+3Premium

11 Signals+3Enterprise AI Model Risk Audit ServiceA productized security and deployment audit for companies considering open-source, foreign, or low-cost frontier AI models.Score 50"you're right that we don't have open models, but it's not because open source as a movement, as a, you know, as a concept is weak in the US. It's actually quite strong. It's probably because if you think about models, they require a lot of upfront investment, which is not open source friendly in many ways. A lot of open source software has been skunk works, developers just getting no funding associated with them and they still get something built. They couldn't build models that way. And so that's why like, you know, naturally this thing didn't work out and you, you know, you need these techniques, you know, where like super high investment is not needed. Do you worry then when you look at the, you know, I spent a lot of time on open router and I see the model usage and traffic and like, you know, Anthropic today was first US model and it was seventh. The first six were Chinese. Do we just like, you know, fuck it, who cares that the CCP are funding the top six models? The fact that, you know, you can actually run inferencing on those, like, you know, in that contained environment makes people feel comfortable and, but I don't think, you know, that's as US, you know, like, you know, US won't feel, absolutely won't feel okay with, you know, that trend. There is good work that's happening now to actually promote open source and model development in the US. There's some models coming out. The alternative is that Sam and OpenAI give 5% to Trump and then he puts regulatory capture on Anthropic and OpenAI and puts attacks on open source. Well, I hope not. I doubt that's, that's going to happen. Yeah. I'm so sorry. I'm learning. Why else would Sam give them 5%? It's a quid pro quo. I need you. You need me. Well, I mean, I guess I just believe more in the US system and I don't think right now, by the way, you need to curb open source. Like, you know, it's too far behind in the US. You don't think Sam and Dario are sitting going, oh wow, we underestimated this and this is a core threat to our business. They probably are thinking that but I don't think they can fix that by through regulation. You don't think that Sam will be calling up Trump who he has a direct line to saying, hey, the CCP are funding your biggest, our biggest competitors and we cannot promise that there isn't a backdoor to Xi Jinping. You need to stop this and I'll give you 5% for your troubles. Well,"

0

AI security • model governance5d

28 Signals+1AI Citation Placement Service for B2B BrandsA managed service that gets B2B companies mentioned in the sources AI assistants already cite for buying recommendations.Score 61"how to get a B2B software vendor into Perplexity answers I work at Noetio, where we focus on GEO audits for businesses using various AI engines. I've seen firsthand how getting a B2B software vendor recognized by Perplexity AI can be challenging. To improve your visibility in Perplexity AI responses, it’s crucial to optimize your website's content. Start by identifying the specific terms your target audience is using. For example, if you're in the project management software space, consider incorporating phrases like "best project management tools" or "effective team collaboration software" into your content. Quality backlinks are also important. Reach out to industry blogs or forums and share valuable insights or case studies to build your authority. The more credible your site appears, the better your chances of being cited by AI engines. Additionally, keep your content fresh. Regularly updating your site with new articles or resources signals to AI that your content is current and relevant. While this approach takes time and doesn't guarantee immediate results, it can significantly enhance your chances of being included in AI-generated responses over time."

0

AI visibility • digital PR1w

New

5 SignalsSuperhero Starter BoxPersonalized, continuity-safe comic bundles that give first-time readers a clear and engaging place to begin.Score 46"Completely new to comics, where should I start? I’ve never read comics before, but I want to get into them. I’m a fan of superheroes (Marvel, DC, or anything similar). If you were introducing someone completely new to comics, what would you recommend starting with? Are there any must-read storylines or graphic novels that are beginner-friendly? I’m open to both Marvel and DC, as well as other superhero comics."

0

comic retail • curated commerce1h

Demand Map

See where real problems cluster

Labels name problem regions. Nearby ideas share similar demand patterns, so you can spot crowded opportunities and open space at a glance.

Problem regionone color family

Business ideaone mapped circle

Evidence strengthstronger ideas are larger

Explore the map