SaaS ideas your next customers are already looking for
100 SaaS startup ideas for the people who said they'd pay, from agency owners to dentists. Micro SaaS ideas, AI SaaS ideas and B2B SaaS ideas: find yours, build it, sign them up.
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Pain points in business: what people struggle with
Search the problems to solve, as people described them on Reddit and other platforms, in their own words.
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Unknown AI Citation Sources
Marketers and SEO teams cannot determine which sources or pages drive AI assistant citations, making it impossible to measure, attribute, or improve AI visibility.
In their words
The more I explore this space, the more I feel we're measuring the outcome, not the reason behind it.
Our team previously used Peec AI to monitor AI prompt citation... but it's only limited to monitor 50 prompts.
I don't need another graph telling me my brand was mentioned 12 times. I wanna know: Why did AI cite this page instead of mine?
You can publish 100 articles fast, but if even a few contain bad stats, outdated company info, or made-up citations, it creates way more work later.
this is basically what i’ve been doing manually for a while now, and it takes way too long.
the real challenge is not just “get mentioned everywhere,” but knowing where to focus as the citation sources keep changing
I am TIREDDDDDD. of AI hallucinated record requests
10 days. That's all it took for one of my articles on page speed to get scraped and reused in the marketing SEO slop of some online company
having my editors manually google every single stat and link to make sure the ai didn't hallucinate it is taking so much time that it defeats the whole point of using ai
I have done 2 citations and already the information was incorrect both times.
We wrote 20 Reddit posts for a startup, but ChatGPT still doesn’t cite it. Why?
All the indexing/search tools I'd used to date hadn't been very good at finding stuff.
The linked site gave me a zero score because it was testing if the AI models recommended my site for business or sales queries.
I keep hitting the Semantic Scholar 1 req/sec wall when Claude runs a deep lit-research pass and it just stalls.
SEO and marketing teams
Where they talk
- r/aeo
- r/GEO_optimization
- r/DigitalMarketing
- r/SEO
- r/Agentic_SEO
- r/AskMarketing
- r/AI_Agents
- r/TechSEO
Tools they use today
- Perplexity
- Claude
- Ahrefs
- Gemini
- Semrush
- Google Search Console
- Profound
- Peec
Why those fall short
- AI invents citations and collections; finding aids are not machine-readable for patrons
- bots rotate IPs and headers; blocking is whack-a-mole
- LLMs hallucinate fake stats and non-existent URLs even when cross-checking
- fabricates links that return page not found
- AI output has no citations and claims are often incorrect
Map of ideas
Drawing the map…