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SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

AI Brand Visibility Tracking

Marketers and brands lack reliable tools to measure, track, and report how often AI answer engines mention or cite them versus competitors.

In their words

people are asking chatgpt and perplexity stuff like "who should i hire to replaster my pool in tampa" and there getting answers that aren't us

r/SEO on Reddit

I've tried to use Semrush's tool because I'm already paying for it but from what I understand it doesn't show you whether you appear inside AI answers.

r/aeo on Reddit

Our leadership team is asking for monthly reporting on our "AI Share of Voice" and how often our brand appears in answer engine responses.

r/digital_marketing on Reddit

Is anyone tracking how AI talks about them, not just whether it mentions them?

r/GEO_optimization on Reddit

I updated a page on a Tuesday and the AI answer didn't catch it for 19 days.

r/GEO_optimization on Reddit

I want to to find how many times my client name show up in a gpt or claude search for specific keyword.

r/digital_marketing on Reddit

Do you actually monitor how ChatGPT, Claude, Gemini, etc. mention your brand, or is it still too early to care?

r/SEO on Reddit

ai answers feel like a black box unless i babysit prompts every week

r/GrowthHacking on Reddit

How are you tracking success when attribution in conversational AI is still a bit of a black box?

r/aeo on Reddit

When someone asks ChatGPT for something in my category, does it actually mention my brand?

r/DigitalMarketing on Reddit

I wanted to understand why some businesses seem to show up naturally when people ask AI tools for recommendations, while others barely appear at all.

r/DigitalMarketing on Reddit

we track social mentions fine but ai answers feel invisible.. how are you measuring that

r/GrowthHacking on Reddit

With AI it is much harder to find out that it has been telling potential customers wrong things about my business.

Hacker News

Marketers and SEO teams

Where they talk

  • r/GEO_optimization
  • r/aeo
  • r/DigitalMarketing
  • r/digital_marketing
  • r/seogrowth
  • r/SaaS
  • r/AskMarketing
  • r/Agentic_SEO

Tools they use today

  • Perplexity
  • Gemini
  • Claude
  • Google Analytics
  • Ahrefs
  • Google Search Console
  • Profound
  • Semrush

Why those fall short

  • answers vary by account, model and session; manual runs are inconsistent
  • agency only did backlinks and meta descriptions; structured data barely moved anything
  • monitoring tools miss mentions or show stale ones; social listening misses AI answers
  • Manual runs are slow and do not trace which sources feed the answers.
  • AEO tools are unjustifiably expensive and show super limited data