The GummySearch migration guide.

What you actually lost

When GummySearch went offline, you lost four things: your audiences (the subreddit groups you tracked), the pain-point feeds inside them, your saved searches and alerts, and whatever conversations you had bookmarked. The good news is that only the bookmarks are truly gone. Everything else is a workflow, not data — and workflows can be rebuilt. (If you want the full story of why it shut down, we covered it in the shutdown post.)

The concept map

GummySearch organized research around communities: pick subreddits, then mine them. GripeFind inverts that — it organizes around problems: name a niche, and it searches Reddit, Hacker News, and independent forums for complaints worth building on, then scores each one with AI. The mapping looks like this:

• Audience → a research query. "r/sweatystartup + r/smallbusiness" becomes the topic "local service business software".
• Pain Points tab → the scored opportunity list a query returns: each result has demand, competition, feasibility, and monetization scores instead of raw post lists.
• Saved searches & alerts → standing alerts: a saved query re-runs every 6 hours and emails you when new high-scoring opportunities appear (Pro).
• Bookmarked threads → the pipeline: save an opportunity and move it through validation stages instead of keeping a pile of links.

One honest difference: GummySearch let you browse a subreddit like a feed. GripeFind doesn't — it's built for the "what should I build?" question, not general community browsing. If feed-browsing was your main use, see the alternatives roundup for tools that lean that way.

The migration, step by step

Step 1 — List your audiences (10 minutes). Write down the niches you tracked in GummySearch. Most users had three to ten. You don't need the subreddit names — you need the underlying market each group represented.

Step 2 — Re-run your top audiences as queries (free). Create a free account — 5 queries a month, no card — and run one search per audience, phrased as a niche: "tools for wedding photographers", "inventory software for small breweries". Each search takes about 30 seconds and returns scored opportunities with the source threads linked.

Step 3 — Save the winners to your pipeline. Anything scoring 7+ that matches what you saw in GummySearch goes into the pipeline so you can track it from "interesting" to "validated" to "building".

Step 4 — Recreate your alerts (Pro, optional). If you relied on GummySearch's email alerts, standing alerts are the equivalent: up to 5 saved queries that re-run every 6 hours and email you only when something new and high-scoring shows up. That, plus 50 queries a month, is the $29 Pro tier — see pricing.

Why this setup survives the next API change

GummySearch died because it was built on Reddit's commercial API, and Reddit repriced it out of existence. Any replacement built the same way carries the same risk. GripeFind reads the open web through a search index — Reddit threads included — so there's no single API whose pricing can kill the product. We laid out the full comparison in GripeFind vs GummySearch.

FAQ

Can I import my GummySearch data? No tool can — the service is offline. Rebuild from your audience list; it's faster than it sounds.

Do I need the paid tier to migrate? No. Five free queries covers a typical audience list's top niches. Pay only if you want alerts or run out of queries.

What about my bookmarked threads? Those are gone with the product, but each GripeFind opportunity links its source threads, so your evidence trail rebuilds itself as you re-run searches.