Octolens starts at $159/mo. Prowlo gives your agent a memory at $19.
Octolens is a polished AI listening dashboard — and it ships an MCP server now too. But that MCP surfaces a live, AI-scored alert stream. Prowlo is a different shape: a persistent, semantically-searchable Dataset of your niche your agent queries over MCP — accumulated history, search by meaning, Reddit + X on one schema. Free 14-day trial, then $19/mo flat.
No credit card · Cancel anytime · $19/mo after a 14-day free trial
MCP · REST · Webhook · n8n · Make
Animated demo: an AI agent scans hundreds of Reddit and X posts through Prowlo, keeps the few high-intent ones, runs a draft in a sandbox, and sends a Slack digest.
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vector · 768-dnotifications
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liveprowlo_execute_tool
Prowlo vs. Octolens
Octolens is an AI-powered social listening dashboard for B2B teams, with its own MCP server and AI relevance scoring. Prowlo is a different shape: instead of a live, AI-scored alert stream, it gives your agent a persistent, semantically-searchable Dataset of your niche — accumulated history, search by meaning, at a fraction of the price.
Octolens pricing and feature list based on publicly available information as of mid-2026 — Pro $159/mo (15k mentions, 10 keywords, hourly), Scale $499/mo (50k mentions, 40 keywords, real-time), 7-day trial, across 13 channels. LinkedIn, GitHub, YouTube, and AI relevance scoring are genuine Octolens strengths; Prowlo covers Reddit, X, and Hacker News and differs in shape — a persistent, agent-queryable Dataset rather than a live scored feed.
Octolens streams the latest mentions. Prowlo remembers the whole niche.
Search history, not just the latest mentions
Both tools expose an MCP server — but Octolens's surfaces a live, AI-scored mention stream (a window onto "right now"). Prowlo's queries a persistent Dataset that has been accumulating your niche the whole time. Your agent can ask "how did sentiment on auth flows shift over the last month?" and reason over weeks of history, not just today's alerts.
$19/mo vs. $159/mo
Octolens starts at $159/mo (Pro) and runs to $499/mo (Scale). Prowlo is one flat plan at $19/mo — MCP access, semantic search, REST API and webhooks included. For indie founders, early-stage teams, and AI engineers who need data in code, not a dashboard, that difference compounds fast.
A Dataset your agent owns
Prowlo builds a persistent, vector-indexed corpus (the Dataset) from your Watchers, and your agent runs semantic ANN search over it by meaning. Octolens surfaces live AI-scored mentions through its MCP and dashboard; it does not expose a searchable corpus of accumulated history your agent can iterate. Different shape, different use-case.
“We previously used a tool that only let us monitor a small, manually-defined list of subreddits (around 10 max). That approach was too narrow. Prowlo changed the game by tracking a wide range and surfacing only the relevant ones for our 3D furniture rendering service. We landed 4 new customers in our first month and a half that we'd never have found otherwise.”
Airidas Juskaitis — Founder, Furnimesh
Reddit data for AI agents — the hard way, or the right way.
Same Reddit. Same goal. Two very different pipelines — and outcomes.
One plan. Free for 14 days.
Start with a 14-day free trial — no card. Then $19/mo for 25 Watchers across subreddits, Reddit users, Hacker News, Mastodon, RSS & X (checked hourly) plus Keyword Monitor (20 keywords searching all of Reddit) — served to your agent over MCP.
Switching from Octolens
How much does Prowlo cost compared to Octolens?
Prowlo is one flat plan at $19/mo after a free 14-day trial — no card on file to start — including 25 Watchers and 20 keyword searches across all of Reddit. Octolens starts at $159/mo (Pro, 10 keywords) and runs to $499/mo (Scale, 40 keywords). For most indie founders, early-stage SaaS teams, and solo developers, Prowlo's pricing is a fraction of the cost.
Octolens has an MCP server now. Why pick Prowlo?
Octolens's MCP surfaces a live, AI-scored mention stream — a window onto what just landed. Prowlo's MCP queries a persistent Dataset that has been accumulating your niche the whole time, so your agent can search past records by meaning and reason over weeks of history, not just the latest mentions. Paste https://api.prowlo.com/mcp in Claude, Cursor, or Cline and your agent gets tools like search_dataset, social_search, list_watchers, and list_records — all returning clean typed JSON.
What does Octolens do that Prowlo doesn't?
Octolens covers 13 channels — LinkedIn, GitHub, YouTube, TikTok, and more — while Prowlo covers Reddit, X, Hacker News, Mastodon, and RSS. Octolens also runs AI relevance scoring, sentiment, and intent classification, all visible in a polished human dashboard; Prowlo deliberately ships embeddings only and lets your agent classify on the way out. If you need LinkedIn monitoring or a visual scored inbox, Octolens may be the better fit. If you need a persistent, agent-queryable Dataset of your niche at a fraction of the cost, Prowlo is the stronger call.
Does Prowlo use the Reddit API?
No. Prowlo crawls through our own residential proxy stack, completely separate from Reddit's commercial API quota. There's no risk of the API-pricing wall that disrupted GummySearch and other tools.
Can I use Prowlo if I already use Claude or Cursor?
Yes — that is exactly the intended setup. Install the MCP server, sign in with OAuth (one URL, no API key needed), and your agent can query Reddit and X data inline inside Claude or Cursor. The free 14-day trial includes full MCP access.
How does Prowlo's semantic search work?
Every record Prowlo indexes gets a 768-dimension vector embedding (Google Vertex AI). When your agent calls search_dataset with a natural-language query, Prowlo runs an ANN search over the accumulated corpus and returns the most semantically relevant records — including ones that match no watched keyword. Octolens applies AI relevance scoring and sentiment to incoming mentions as they arrive; Prowlo lets your agent search a persistent history by meaning, after the fact.
Other social listening tools we compare to
Octolens isn't the only tool buyers evaluate. Prowlo is also a common replacement for GummySearch users who lost their tool when Reddit API pricing hit, F5Bot users who want more than a live keyword feed, Syften users who hit filter caps, and Apify users tired of compute-unit billing.
Octolens
Octolens alternative
You're on this page now. Reddit + X, MCP-native, free 14-day trial at $19/mo.
GummySearch
GummySearch alternative
GummySearch shut down Nov 2025. Reddit + X, MCP-native, no Reddit API dependency.
Listicle
9 best free GummySearch alternatives
Side-by-side comparison of F5Bot, Syften, SubredditSignals, RedShip, and others.
F5Bot
F5Bot alternative
F5Bot is the best free keyword-alert tool (Ultra adds an API + webhooks). For a persistent Dataset, semantic search, X, and MCP, Prowlo is the next step up.
Syften
Syften alternative
Syften pioneered indie keyword monitoring and now ships an MCP server too. Prowlo offers a persistent Dataset, semantic search, and 20 keyword searches + 25 Watchers, flat $19/mo.
Coming soon
Apify Reddit Scraper alternative
Apify charges by compute unit and ships raw JSON. Prowlo charges per record and ships structured records with embeddings, an MCP server, and webhook delivery to n8n + Make.com.
Your agent deserves the data, not just the alert.
Sign up, connect your MCP in Claude or Cursor with one URL. Or hit the REST API directly. Free 14-day trial, no card, no Reddit API credentials.
14-day trial · No card · MCP included