Octolens costs $119/mo. Prowlo does more for agents at $19.
Octolens is a human dashboard. Prowlo is the social data layer your AI agent queries directly — via MCP, REST, or webhook. Reddit + X, semantic search over a persistent corpus, residential-proxy crawl. Free 14-day trial, then $19/mo.
No credit card · Cancel anytime · $19/mo after a 14-day free trial
MCP · REST · Webhook · n8n · Make
- Answer the question directly first
- Soft product mention OK in the 3rd paragraph
- Avoid direct links — mods remove them
Prowlo vs. Octolens
Octolens is an AI-powered social listening dashboard for B2B teams. Prowlo is the agent-first data layer behind your AI workflows — MCP-native, semantically searchable, dramatically cheaper, with no Reddit API dependency.
Octolens pricing and feature list based on publicly available information as of mid-2026. LinkedIn and HN coverage are genuine Octolens strengths; Prowlo's focus is Reddit + X with a deeper agent-native integration layer.
Octolens tells you where the conversation is. Prowlo hands it to your agent.
MCP: your agent queries social data inline
Install Prowlo's MCP server in Claude, Cursor, or Cline. Your agent calls search_dataset or reddit_search and gets clean typed JSON — no copy-paste from a dashboard, no browser tab open. Octolens delivers AI-scored mentions to a human inbox or Slack. Prowlo delivers records to your agent.
$19/mo vs. $119/mo
Octolens Pro starts at $119/mo; Scale is $319/mo. Prowlo is one flat plan at $19/mo — same MCP access, same semantic search, same REST API and webhooks. 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. Your agent runs semantic ANN search over it. Octolens surfaces live-scored mentions; it does not expose a searchable corpus endpoint or a structured JSON feed an 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 10 Watchers on your own keywords, checked hourly and 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. Octolens starts at $119/mo (Pro) and $319/mo (Scale). For most indie founders, early-stage SaaS teams, and solo developers, Prowlo's pricing is a fraction of the cost.
Does Prowlo have an MCP server?
Yes — it's the core feature. Paste https://api.prowlo.com/mcp in Claude, Cursor, or Cline and your agent gets tools like search_dataset, reddit_search, list_watchers, and list_records — all returning clean typed JSON. Octolens surfaces mentions to a human dashboard or Slack; Prowlo hands the records to your agent.
What does Octolens do that Prowlo doesn't?
Octolens covers LinkedIn and Hacker News today; Prowlo is Reddit + X. Octolens has a more mature human dashboard with AI relevance scoring visible in the UI. If you need LinkedIn monitoring or a polished visual inbox, Octolens may be the better fit. If you need agent-queryable social data at a third 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 vector embedding (Google Vertex AI). When your agent calls search_dataset with a natural-language query, Prowlo runs an ANN search over the corpus and returns the most semantically relevant records. Octolens uses AI relevance scoring for display inside its dashboard — not an agent-queryable search endpoint.
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 outgrew email-only alerts, 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.
Coming soon
F5Bot alternative
F5Bot is fully free but email-only. When you need an API + webhook + MCP, Prowlo is the next step up. Same Reddit coverage, X added, semantic search included.
Coming soon
Syften alternative
Syften pioneered indie keyword monitoring. Prowlo offers the same agent-first surface without filter-count caps, with a free 14-day trial and the MCP built in from day one.
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