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Upthread vs Prowlo

Prowlo collects Reddit, X and other social data and serves it to your own AI agent over MCP; it never posts, and your agent does the drafting. Upthread is the finished workflow for Reddit: cited threads, checked drafts you post, and each reply tracked.

Last checked Nov 7, 2026. Every fact about Prowlo is numbered to its source at the bottom of the page.

On this page
  1. Why look beyond Prowlo
  2. Who should choose which
  3. Prowlo in brief
  4. Pricing, plan by plan
  5. Point by point
  6. What it watches
  7. Replying
  8. Price and plans
  9. Switching from Prowlo
  10. Reddit access is changing
  11. Questions
  12. Sources
  13. Related comparisons

Why people look beyond Prowlo.

Prowlo sells social data to AI agents. It collects the subreddits, Reddit users and keywords you choose, plus X, Hacker News, Mastodon and RSS, filters out spam and noise, embeds each record, and lets your agent in Claude, Cursor or Cline search the collection over MCP. 1

It costs $19 a month, or $190 a year, after a 14-day trial with no card: 25 Watchers checked hourly, plus Keyword Monitor, 20 keywords searched across all of Reddit about once a day. Scale, at $79 a month, serves heavier workloads, and Team starts at $299. 2

Upthread is the finished workflow rather than the data layer. It decides which Reddit threads matter by what Google and AI answers show your buyers, writes two drafts that follow the subreddit's rules, and keeps a record of each reply after you post it, with no agent to set up.

Who should choose which.

Who should choose Prowlo

  • You already run an AI agent in Claude or Cursor and want Reddit and X data it can search and cite, rather than another dashboard. 1
  • You want Reddit-wide keyword listening on a small budget: Prowlo's $19 plan includes 20 keywords across all of Reddit. 2
  • You want Hacker News, Mastodon, RSS and X in the same dataset as Reddit. Upthread covers Reddit only. 1

Who should choose Upthread

  • You want the whole job in one product, from the ranked thread to the checked draft to the reply's record, without wiring up an agent.
  • You want AI answers measured as part of the job: which Reddit threads each engine cites for your buyer questions, and how often you're named.
  • You'd rather not write prompts or code: drafts arrive grounded in the thread, the subreddit's rules and your brand facts.

Prowlo in brief

A hosted Reddit and X data layer for AI agents over MCP, with hourly watchers and Reddit-wide keyword search.

  • Costs $19 a month, or $190 a year, after a 14-day free trial with no card. Scale costs $79 a month, or $790 a year; Team starts at $299 a month. 2
  • The $19 plan covers 25 Watchers, each tracking one channel such as a subreddit, a Reddit user, Hacker News, Mastodon, RSS or X, checked hourly. 2
  • Keyword Monitor searches all of Reddit about once a day: 20 keywords on the $19 plan, 3 during the trial. 2
  • Serves the data to your AI agent over MCP for Claude, Cursor and Cline, with a REST API, webhooks, Slack and email as well. 1
  • Embeds every record so your agent can search the collection by meaning rather than by keyword. 1
  • Community Research reads about 1,000 posts and 3,000 comments and ranks the subreddits where your buyers talk, quoting each one's self-promotion rules. 1
  • Is read-only by design, with no auto-posting, no auto-comments and no DMs: your agent finds and drafts, and you post from your own account. 1
  • Runs its own hosted data pipeline, so you never touch Reddit's official API. 2

Pricing, plan by plan.

Prowlo

Prowlo$19 a month, or $190 a year
25 Watchers checked hourly across subreddits, Reddit users, Hacker News, Mastodon, RSS and X; Keyword Monitor with 20 keywords across all of Reddit; semantic search; MCP, REST and webhooks. 2
Scale$79 a month, or $790 a year
For heavier agent workloads; self-serve, with the same 14-day trial. 2
TeamFrom $299 a month
The team tier, which starts with a conversation rather than a self-serve checkout. 2
  • Every account starts with a 14-day free trial and no card; if you don't upgrade, your Watchers pause and you are never charged. 2
  • Paying yearly gives two months free: $190 a year instead of $228. 2
  • It is month to month with no contract, and you can cancel anytime from the dashboard. 2
  • The first Community Research run is free on every account. 1

Upthread

Starter$49 a month
1 brand, 25 keywords, 25 buyer questions, 3 engines, 150 drafts a month, 1 seat. Discovery: Daily.
Growth$149 a month
3 brands, 100 keywords, 75 buyer questions, All engines, 600 drafts a month, 3 seats. Discovery: Every 6 hours.
Agency$499 a month
15 brands, 500 keywords, 300 buyer questions, All engines, 2,500 drafts a month, 10 seats. Discovery: Every 6 hours.

Yearly billing gives 2 months free. Every workspace starts with a 7-day trial on Starter limits, with no card. See full pricing.

Prowlo and Upthread, point by point.

Each row sets a sourced fact about Prowlo next to what Upthread does, grouped by what you would check first.

What it watches

Built forDifferent approach
ProwloA data layer for your own AI agent: Reddit, X and more over MCP, for Claude, Cursor or any MCP client. 1
UpthreadA finished workflow for Reddit replies: the ranked threads, the drafts and the record of each reply.
PlatformsThey do more
ProwloReddit, X, Hacker News, Mastodon and RSS, in one searchable dataset. 1
UpthreadReddit only.
Finding threadsDifferent approach
ProwloWatchers on the subreddits and users you pick, hot subreddits checked every few minutes, plus keywords searched across all of Reddit daily. 1
UpthreadThreads from Google results and AI citations, ranked by Google rank, AI citations per engine, buying intent, freshness and how the subreddit treats brands.
AI answersUpthread does more
ProwloNo AI answer tracking listed. 1
UpthreadGoogle AI Overviews and AI Mode twice a week, from live Google results. ChatGPT, Perplexity, Gemini and Claude weekly through their APIs, labelled API.
How it reads RedditDifferent approach
ProwloIts own hosted data pipeline, without Reddit's official API. 2
UpthreadBuilt on your own logged-in browser, so Reddit's move to logged-in-only viewing doesn't break it. Discovery comes from Google results and AI citations, with no Reddit API.

Replying

DraftingUpthread does more
ProwloLeft to your own AI agent, which drafts from the records Prowlo collects. Prowlo itself is read-only. 1
UpthreadTwo drafts per thread, grounded in the thread, its top comments, the subreddit's rules and your facts. A lint and an AI judge check each one first.
PostingBoth do this
ProwloNever. No auto-posting, no auto-comments, no DMs; you post from your own account. 1
UpthreadYou post from your own account. The extension can insert the draft; you click Comment.

Price and plans

PriceDifferent approach
Prowlo$19 / $79 a month, or $190 / $790 a year. Team from $299 a month. 14-day free trial, no card. 2
Upthread$49 / $149 / $499 a month, or 2 months free yearly. A 7-day trial with Starter limits. No card required.

Switching from Prowlo.

There's no MCP setup on Upthread's side. Give it your website address and it drafts a brand profile, then suggests competitors, keywords, buyer questions and focus subreddits for you to edit. Add your role and disclosure line, choose engines and a country, and the first runs start; the browser extension comes last and is optional.

What you bring across

  • The subreddits your Watchers follow, as Upthread focus subreddits that raise a thread's priority.
  • Your Keyword Monitor terms, as Upthread keywords, with negative keywords for the noise you filter out.
  • The questions your agent answers about your market, as buyer questions Upthread asks in Google's AI answers and the AI assistants.
  • Your Slack channel, for new high-priority threads on the Growth and Agency plans.

What works differently

  • Prowlo hands filtered records to your own agent, and the agent does the ranking and drafting. Upthread ranks threads itself, by Google rank, AI citations per engine, buying intent, freshness and how the subreddit treats brands. 1
  • Prowlo leaves drafting to your agent and its prompts. Upthread writes two drafts per thread, grounded in the thread, its top comments, the subreddit's rules and your facts, and checks each with a lint and an AI judge. 1
  • Prowlo crawls Reddit through its own pipeline. Upthread doesn't crawl Reddit: it finds threads through Google results and AI citations, and reads thread text in your own browser or from a paste. 2
  • Upthread also measures AI answers, and follows each reply after you post it: its score over time, moderator removals and the thread's citation history.

How Reddit access is changing

Reddit is closing its public API and moving toward logged-in viewing. This matters for any tool that reads Reddit, so each comparison states only what the tool itself says about its data source.

  1. On Oct 29, 2026, Reddit said it will shift to a primarily logged-in experience, starting with tests in select markets outside the US. 3
  2. 9to5Mac reported that Reddit will start requiring a logged-in account for most of its content. 4
  3. Reddit's CEO said most unauthorized access to its content happens through the logged-out experience. 5

Prowlo and Upthread: questions.

Does Prowlo post replies for me?

Never. It is read-only, with no auto-posting, no auto-comments and no DMs: your agent finds and drafts, and you post from your own account. Upthread leaves posting to you as well, and writes the drafts itself. 1

Where does Prowlo get its Reddit data?

From its own hosted data pipeline; it says you never touch Reddit's official API. Upthread doesn't crawl Reddit: it finds threads through Google results and AI citations and reads them in your own browser. 2

Do I need an AI agent to use Prowlo?

It is built for one: the data is meant to be read over MCP by Claude, Cursor or Cline, though you can also read your feed, take Slack or webhook alerts, or call its REST API. Upthread needs no agent; the inbox, drafts and tracking are in the app. 1

Which one costs less?

Prowlo. It is $19 a month, or $190 a year, for its data layer. Upthread Starter is $49 a month and includes drafting, AI answer tracking and reply tracking, none of which Prowlo lists. 2

Can I use Prowlo and Upthread together?

Yes. A social data feed for your own agent and Upthread can sit side by side: the feed for research across networks, and Upthread for the Reddit threads buyers see in search and AI answers, and the replies you post there.

Sources

We read each page on the date shown. Prowlo's own pages are named, not linked. Spotted something out of date? Email [email protected] and we will fix it.

  1. [1]Prowlo homepage, checked Nov 7, 2026.
  2. [2]Prowlo pricing page, checked Nov 7, 2026.
  3. [3]Engadget, checked Oct 29, 2026.
  4. [4]9to5Mac, checked Oct 29, 2026.
  5. [5]CyberInsider, checked Oct 30, 2026.

Run your first discovery, then judge for yourself.

Enter your website. Upthread drafts your brand profile, suggests buyer questions and subreddits, and runs your first discovery.

Start free trialSee pricing

No card required. 7 days with Starter limits.