The Reddit tool that can't get API-killed.
GummySearch served 135,000 founders — then shut down because it couldn't agree to Reddit's commercial API license. Prowlify works through your own Reddit account, so there's no API license to revoke or price out. Research and engagement, in one agent.
7-day free trial · plans from $29/mo · 60-second setup · works inside your own Reddit account.
It wasn't the product. It was platform risk.
GummySearch was a beloved tool — fast, useful, built by a solo founder, used by 135,000 people. It pulled its insights from Reddit’s official Data API.
That dependency is exactly what ended it. Reddit’s commercial API license is priced for the platform, not for small tools — and when terms couldn’t be reached, GummySearch had to stop taking new customers and wind down. New signups closed in late 2025.
Every Reddit tool built on that same API — Redreach, SubredditSignals, Tydal, and the rest — sits under the same sword.
No API license. It uses your account.
Prowlify runs through a browser extension that acts in your existing Reddit session — the same way you would, at human pace. No commercial Data API license. Nothing for a pricing change to revoke.
And it does more than the research GummySearch did. Prowlify is an agent: it finds the threads worth your reply, scores them for intent, drafts a response in your voice, and only posts what you approve. Research and engagement, in one place.
The bigger difference is how you use it: you don’t operate a dashboard, you just talk to one agent — part community regular, part marketing team. Tell it what you sell and it researches the niche, finds and scores leads, drafts in your voice, and posts on approval — no manual, reply-by-reply work. It goes deep on Reddit, and can run LinkedIn and X the same way, coordinated as one Squad when you want all three.
Honest note: no tool can promise zero risk on Reddit — anyone using the platform takes some. The difference is staying in control of every action and not being exposed to the same dependency that took the others down.
What you get with Prowlify.
One agent that does the whole job — finds the buyers, writes like a regular, and keeps you in control of every post from your own account.
Scores buying intent
Reads every new post, scores intent out of 10, and hands back a ranked list — noise filtered out.
Research + leads in one
Not just monitoring — it researches your niche and turns candidates into qualified, drafted leads.
Your actual voice
A dedicated rendering model conditioned on your own writing — never a generic assistant tone.
You approve before it posts
Every reply waits for your ok and posts from your own account. Dial autonomy up as you trust it.
No API license to revoke
Runs through your own logged-in session via the browser extension, at human pace — no third-party Data API in the loop to revoke or reprice.
Terminal + Claude Code
Drive the same agent from your terminal or Claude Code over the CLI and MCP server.
GummySearch vs Prowlify
What you actually get — and what can be taken away.
| Capability | GummySearch | API-based tools | Prowlify |
|---|---|---|---|
| Reddit audience & market research | ✓ | ✓ | ✓ |
| Finds leads scored by buying intent | partial | ✓ | ✓ |
| Drafts replies in your own voice | — | partial | ✓ |
| Engages (replies, DMs) — not just monitors | — | partial | ✓ |
| You approve before anything posts | — | partial | ✓ |
| Works through YOUR account (no API license) | — | — | ✓ |
| Survives Reddit API pricing/policy changes | — | — | ✓ |
| Runs in terminal / Claude Code (CLI + MCP) | — | — | ✓ |
| Status | Shut down | Active | Active |
| Price | — | $29–199/mo | Free preview, $29–129/mo |
ProwlifyComparison reflects publicly available information as of May 2026. GummySearch announced its wind-down on its own site (gummysearch.com/final-chapter).
Frequently asked questions.
Is GummySearch shutting down?
What is the best GummySearch alternative in 2026?
Why did GummySearch shut down?
Does Prowlify need a Reddit API license?
Switch to the agent that works your Reddit for you.
Tell it what you sell and watch the first leads land in a few minutes — through your own Reddit account, read-only until you say go.
Free to start · no card · 60-second setup