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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.

Manual AI Mention Tracking

Brands and agencies struggle to manually and reliably track how often they appear in AI assistant answers versus competitors.

In their words

I want to show my client how often they appeared in AI overviews across the month but the answers change so much between sessions that screenshots are useless.

r/aeo on Reddit

What is the simplest tool to improve visibility on ChatGPT & Gemini?

r/DigitalMarketing on Reddit

I wish there was just a simple way to put the queries in and get the raw responses out without having to manually run them all the time

r/aeo on Reddit

it tells me a client is missing from half the answers and then im the one writing all the pages to fix it

r/SEO_for_AI on Reddit

I struggle with the lack of support from PT to therapists for building better profiles

r/therapists on Reddit

We've been doing it manually so far and obviously there's got to be a better way to do that.

r/SEO_LLM on Reddit

How do you check where a site stands right now in ChatGPT, Perplexity, AI overviews etc? And how do you measure if the work made any difference later?

r/SEO on Reddit

73% of the pages that got cited by at least one AI engine sent zero measurable traffic over a 90-day window.

r/GEO_optimization on Reddit

ChatGPT just keeps recommending the same competitors. completely ignores my site

r/GEO_optimization on Reddit

turning regular keyword research into useful prompts has been harder than I expected

r/bigseo on Reddit

If my website is already ranking well, why isn't it being mentioned by AI tools?

r/DigitalMarketingHack on Reddit

Right now it is all manual. We run the same prompts every week, dump stuff into a spreadsheet, and freak out when a competitor suddenly becomes the default recommendation.

r/SEO_LLM on Reddit

What I do instead is boring. Five buyer questions. Four engines. Fresh chat every time. Each row is only: me, a named competitor

Indie Hackers

these companies can't be bothered to scan this volume of AI ad slop to make sure we're not being actively scammed?

Hacker News

Brand marketers and SEO agencies

Where they talk

  • r/aeo
  • r/GEO_optimization
  • r/SEO_LLM
  • r/AskMarketing
  • r/DigitalMarketing
  • r/content_marketing
  • r/SEO
  • r/Rankin_AI

Tools they use today

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

Why those fall short

  • Little useful data, no benchmarks, no explanation of ranking changes
  • no reliable analytics for AI visibility; existing tools give generic advice
  • Direct traffic and dark social muddy the waters; referral data misses untrackable paths
  • No single tool gives full picture; dedicated tools' citation accuracy gap is large
  • no way to see which prompts or sources cause the drop-off