Changelog

New in Prowlo

Every feature, improvement, and fix that changes what you and your agents can do with Prowlo. Updated as things ship.

NewDashboard

Find out where your customers are on Reddit — researched, not guessed

One research run reads ~1,000 posts and ~3,000 comments across candidate subreddits and reports ranked communities with quoted evidence, their rules, what content wins, competitor mentions, voice of customer, and a 30-day plan — from the new Research page or over MCP with research_run / research_get.

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NewMCP / Agents

Your agent can now research subreddits over MCP

Three new free MCP tools put the subreddit catalog behind the prowlo.com research tools in your agent’s hands: search it semantically, pull any community’s stats, growth and promo tolerance, browse rankings, then create the Watcher — all in one conversation.

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NewDashboard

Set up Prowlo by chatting with it

New accounts can now be set up in a conversation: describe what you’re building, and the setup agent confirms your product profile, proposes keywords and watchers, shows live Reddit mentions as proof, and offers alerts — while your workspace builds itself beside the chat.

The onboarding chat: the founder asks for your project URL, reads the site, builds your product profile, and asks "Look right?" with Looks right / Fix something buttonsRead more
ImprovedDataset

Similar subreddits now come from real audience overlap

Community recommendations are computed two ways — by content similarity and by which communities share actual commenters, refreshed weekly from anonymised activity — and subreddit stats now keep snapshot history on a tiered refresh cadence.

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ImprovedMCP / Agents

Clearer agent tools for Keyword Monitor

"Track keyword X" now routes agents straight to the Reddit-wide Keyword Monitor via new keyword_monitor_* tools; the tagging-rule tools are renamed tag_rule_* to match the dashboard, with the old keyword_* names kept as deprecated aliases.

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ImprovedDashboard

See the AI credits behind mention verification

The credit pool that powers AI mention verification is now visible in the dashboard and over MCP via get_usage — and verification verdicts now filter false matches out of Dataset reads, not just alerts.

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ImprovedMCP / Agents

Try Prowlo's MCP server before you sign up

Connecting without an account now works — every tool is listed, gated tools return a friendly signup prompt instead of a failed handshake, and the Comment Humanizer works anonymously.

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