When local discovery lives only on social, search and AI cannot help.
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Problem
The core problem was discoverability. Local information leans on social platforms, where event details sit behind logins and APIs. You cannot reliably pull a clean list of what is happening today through the weekend from those feeds alone.
There is also no shared standard. Unofficial tourist listings often favor membership and sponsorship, so large venues get exposure while yard sales, food pop-ups, and regular community events stay in feeds and word of mouth.
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Assumption
Stand up a shared calendar with free accounts and people will post and manage their own listings. After about fifty days, virtually nobody signed up. One real signup.
Another login to maintain was not a fit, even when a shared list sounded useful in conversation.
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Pivot
A local event organizer made the behavior clear: two hundred-plus people on site, almost no engagement on the posts. Audiences consume quietly. They will not manage another account, but they will use a service that brings information to them.
A Friday newsletter proved it. Roughly twenty subscribers in the first week. Convenience outperformed self-serve management, and the product shifted toward delivery and discoverability.
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System
The result is a public events calendar: browse by day or week, each event on its own crawlable page. Collection is about eighty percent automated. Events are standardized, enriched, and normalized so smaller community activity sits on the same field as larger listings.
Static generation keeps SEO and crawlability first so Google and AI assistants can read what social logins hide. ChatGPT has already begun referring visitors. The same source of truth also feeds scheduled social posts.
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Ongoing
Still refining the AI pipeline, expanding sources beyond Facebook and the partner feed, and using analytics so discoverability keeps improving as search and AI answers take a larger share of how people find local plans.
- Public events calendar · 550+ published · 1,170 pages including archive
- Built for crawlability: Direct and Google organic lead traffic since June 11
- Weekender: 19 subscribers as of August 3 after accounts stalled
- ChatGPT referring visitors to event pages social logins cannot expose