Indie-Founder Reddit Audience Research Tool That Plugs the Hole Left After GummySearch Lost Reddit API Access
GummySearch shut down November 30, 2025, after Reddit denied it API access, leaving 140,000+ founders and indie hackers without a way to do affordable subreddit pain-point mining. The replacements are either narrow keyword pingers (F5Bot), enterprise-priced (Octolens, Awario), or thin AI overlays scraping the same data. Nothing replicates the original 'curate a list of subreddits, see distilled pain points and trends' loop at the price point indie founders can stomach... because Reddit's official API tier is the bottleneck.
Don't try to be GummySearch v2. The cost-of-API moat killed the original. Build it as a 'subreddit researcher' that aggressively caches Pushshift-mirror data and lets the user point it at their own approved Reddit OAuth credentials for live updates... that pushes the cost-per-user back onto the user's rate limit, not your AWS bill.
landscape (4 existing solutions)
The structural reason no one has fully replaced GummySearch is that Reddit's enterprise API tier costs more than a $29/mo indie tool can sustain. Anyone re-entering this market has to solve the API economics first... by either federating with subreddit mods, batching to fit free-tier limits, or running on Pushshift-style historical data plus Bluesky/Lemmy mirrors.