Ad-free 'where do I find X' resource finder
Problem
A user asking where to find specific free resources (free places to code, genuine open-access journal articles) says Google results are too sponsored and they don't want to rely on ChatGPT. There is no trusted search layer for high-quality, non-commercial resources.
Opportunity
A curated, community-vetted search engine/directory for free resources (learning spaces, open data, open-access papers) with explicit no-sponsor ranking and transparent selection criteria. Could monetize via donations or institutional licenses rather than ads.
Market analysis
The generic version already exists: Kagi sells ad-free search with a curated small-web layer, and Marginalia and MetaGer cover non-commercial discovery. What is genuinely unclaimed is a vertical directory with transparent, community-vetted inclusion criteria for free resources.
Market · Students, self-learners and researchers frustrated by SEO spam; broad audience but low urgency and low willingness to pay.
Pricing · Kagi is freemium (150 free searches, then paid subscription); donation-funded resource directories have a well-documented sustainability problem; institutional licenses are the only proven revenue path.
Pros
- + Cheap to ship as a static, curated directory with a fast search layer.
- + Transparent vetting criteria are a real trust differentiator against sponsored rankings.
- + Libraries and educational institutions have budgets for vetted resource tools.
Cons
- − Curation does not scale; freshness is a permanent manual maintenance tax.
- − Kagi Small Web and Marginalia already serve non-commercial discovery for free.
- − Donation-only models rarely cover even hosting for consumer utilities.
Existing / similar tools
- → Kagi ↗
- → Marginalia
- → MetaGer
Source
r/Doesthisexist (Reddit)
The trap in this idea is treating it as a search problem when it is an editorial one: the value is the vetting, and vetting is slow human work that does not compound the way an index does. Kagi can cross-subsidize curation from subscriptions; a solo builder cannot, so the horizontal version dies of maintenance starvation within a year. The viable shape is one narrow vertical (say, open-access publishing or free coding environments) done with named reviewers and institutional buyers like university libraries, where trust is the product and someone actually pays for it.