Solution

Local Event Aggregator Stack (Indie)

An r/AnnArbor post hit 110 upvotes by aggregating events from many scattered sites. Most cities have no canonical events feed, and Eventbrite/Meetup miss venue-direct calendars and

The Problem

An r/AnnArbor post hit 110 upvotes by aggregating events from many scattered sites. Most cities have no canonical events feed, and Eventbrite/Meetup miss venue-direct calendars and community spaces. Indie operators want a stack that runs on hobby budget.

The Scavio Solution

Curated source list (5-15 per city) + daily Scavio site-search across venue domains + weekly Reddit search per city + normalize to typed JSON + render as a clean public list. Cron daily; <$50/mo at indie scale.

Before

Scattered manual checking of 8-10 venue calendar sites. Reddit threads with the same complaint reappear weekly.

After

One clean public events feed per city. Updates daily. ~600-1,000 events normalized per month for a mid-size city. No login required.

Who It Is For

Indie builders, local newsletter operators, college-town students, locals shipping vertical aggregators with hobby budgets.

Key Benefits

  • 5-15 source curation = trust
  • Scavio site-search returns typed JSON the normalizer can consume directly
  • Reddit signal surfaces community events venue calendars miss
  • <$50/mo Scavio + light hosting
  • Public clean list — best UX for the user

Python Example

Python
import requests, os
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}

def city_events(domains, sub):
    out = []
    for d in domains:
        r = requests.post('https://api.scavio.dev/api/v1/search', headers=H, json={'query': f'site:{d} events 2026'}).json()
        out += r.get('organic_results', [])[:10]
    r = requests.post('https://api.scavio.dev/api/v1/search', headers=H, json={'query': f'reddit r/{sub} this weekend events'}).json()
    out += r.get('organic_results', [])[:10]
    return out

JavaScript Example

JavaScript
// Same shape in TS — site-search per venue domain + Reddit subreddit query.

Platforms Used

Google

Web search with knowledge graph, PAA, and AI overviews

Reddit

Community, posts & threaded comments from any subreddit

Frequently Asked Questions

An r/AnnArbor post hit 110 upvotes by aggregating events from many scattered sites. Most cities have no canonical events feed, and Eventbrite/Meetup miss venue-direct calendars and community spaces. Indie operators want a stack that runs on hobby budget.

Curated source list (5-15 per city) + daily Scavio site-search across venue domains + weekly Reddit search per city + normalize to typed JSON + render as a clean public list. Cron daily; <$50/mo at indie scale.

Indie builders, local newsletter operators, college-town students, locals shipping vertical aggregators with hobby budgets.

Yes. Scavio's free tier includes 500 credits per month with no credit card required. That is enough to validate this solution in your workflow.

Local Event Aggregator Stack (Indie)

Curated source list (5-15 per city) + daily Scavio site-search across venue domains + weekly Reddit search per city + normalize to typed JSON + render as a clean public list. Cron