What GummySearch was known for
- Searching and monitoring raw Reddit conversations and audiences.
- Manual analysis and pattern-spotting across subreddits.
- Reddit-only exploration.
Choose IdeaFast if
- You want recurring pain clustered and scored for you, not just a search feed.
- You want each theme backed by evidence that provably matches it.
- You want to go from a pain point to a validated startup idea in one place.
- You want every pain point linked to the original Reddit thread.
The hard part is not "go find pain points"
Everyone says "find customer pain on Reddit." Then you hit three walls. IdeaFast is built to clear all three.
"Which subreddits do I even check?" IdeaFast auto-discovers the most relevant subreddits from your interest, so you skip the "where do I even look" step.
Reddit is full of self-promotion. The pipeline clusters real, repeated pain and drops the spam, so you read patterns, not one-off rants.
One complaint is noise. IdeaFast scores each pain by how often it repeats, how recent it is, and the evidence behind it, so you can tell a real opportunity from a vent.
Where IdeaFast is different
Finds the right subreddits for you
Most people get stuck at 'where do I even look?'. IdeaFast auto-discovers the most relevant subreddits from your interest, so you start from the communities that matter instead of guessing.
Evidence that always matches the theme
IdeaFast groups posts with an embedding + clustering pipeline, so the math decides which posts belong together and the model only labels the result. Each pain's evidence is literally the posts it was built from, so a quote can never contradict the theme it supports.
Scored pain, not just a feed
Every theme gets a 0-100 score based on how acute, how frequent, and how recent the signal is, so you can tell a real, repeated problem from a one-off complaint at a glance.
From pain to a validated idea
IdeaFast does not stop at surfacing conversations. It turns the strongest pains into concrete startup ideas you can validate, with the evidence attached.
Every claim links to the original thread
No pain point is shown without a receipt. Every one links straight to the Reddit post it came from, so you verify the evidence yourself instead of trusting a paraphrased summary.
GummySearch served its users well, but it has shut down. IdeaFast is a strong replacement when you want scored, evidence-backed pain that turns into a validated idea.
Frequently asked questions
Is IdeaFast a good GummySearch alternative?
Yes. GummySearch stopped taking new signups on 30 November 2025 and shuts down completely, with all data deleted, on 1 December 2026, so its users need a new home for Reddit research. IdeaFast clusters and scores recurring pain and turns the strongest into validated startup ideas, with evidence attached, and it auto-discovers the right subreddits for you.
When does GummySearch shut down for good?
1 December 2026. Existing accounts keep access until then as part of a transition year, but after that date the tool shuts down completely and all user data is deleted. Export anything you need before it closes.
What did GummySearch do, and how is IdeaFast different?
GummySearch was built around searching and monitoring Reddit conversations. IdeaFast is more opinionated: it auto-finds the right subreddits, clusters and scores recurring pain, and turns the strongest into validated ideas, with evidence that always matches the theme because clustering is decided by math, not a one-shot prompt.
Can I try IdeaFast for free?
Yes, you can run your first scan for free and see scored pains with clickable evidence.
See it on your own subreddits
Run a free scan and get scored, evidence-backed pain points in minutes. Then decide for yourself.
Start your free scan