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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.

Client AI Visibility Reports

Agencies lack a reliable way to measure, track, and report client brand visibility in AI-generated search answers.

In their words

now that I'm tasked with actually improving AI visibility I'm struggling to create a clear work plan

r/aeo on Reddit

every client call ends with someone asking why their "AI ranking" dropped from a tool we're paying for

r/DigitalMarketing on Reddit

They ask for full competitors analysis, their mismatches (if they are being cited wrong) and a lot more specific details.

r/SEO_for_AI on Reddit

There's no rank to track, so the only honest read is sampling.

r/AskMarketing on Reddit

our current stack has no way of tracking that properly

r/youngentrepreneur on Reddit

he just wants a number or something that we can measure to see how our websites are performing and give us a KPI to work from

r/GEO_optimization on Reddit

It's not a dashboard. It's a spreadsheet and a bad afternoon.

r/DigitalMarketing on Reddit

clients keep asking whether they're showing up in Chatgpt, Perplexity, AI Overviews... and I honestly don't have a good answer yet

r/seogrowth on Reddit

Right now I'm just sending screenshots but I know that won't work forever.

r/aeo on Reddit

I feel like we need a dedicated stack for this now.

r/seodiscovery2026 on Reddit

Clients are asking less about Google rankings and more about showing up in AI Overviews and ChatGPT answers.

r/SEO on Reddit

a wrong prompt on Claude and we ended up looking a shady business with wrong suggestions

r/localseo on Reddit

Marketing and SEO agencies

Where they talk

  • r/DigitalMarketing
  • r/aeo
  • r/GEO_optimization
  • r/SEO
  • r/marketingagency
  • r/SEO_LLM
  • r/GrowthHacking
  • r/content_marketing

Tools they use today

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

Why those fall short

  • not a dashboard, manual bad afternoon, no clean method
  • Sampled or directional numbers, no attribution, black box, engines disagree
  • No clean way to show week-to-week change beyond screenshots
  • AI visibility unstable, tools are keyword trackers with AI label, no competitor data
  • Tools report vanity mentions; no reliable attribution to pipeline or revenue.