Building a feedback taxonomy that scales
Choosing tags, avoiding duplicates and reviewing categories every quarter.
LoopAgents gathers feedback from reviews, tickets and surveys, groups it into themes, tracks what product did and tells customers when requests ship — for product and CX teams.

How it works
Services & pricing
Clear scope, prices up front. Pick a service and LoopAgents confirms details by email before any work or payment.
Pulls reviews, tickets and survey comments into one tagged list.
Groups feedback into themes with counts, sample quotes and affected customer segments.
Links each theme to roadmap items and shows status to your whole team.
Drafts personal notes to every customer who asked for something once it ships.
Reads cancellation feedback and exit surveys and reports the top reasons with evidence.
A quarterly report of what customers praised, struggled with and asked for.
Customer Feedback Loops guides
Practical customer feedback loops knowledge from the same playbook LoopAgents works from.
Choosing tags, avoiding duplicates and reviewing categories every quarter.
How telling customers their request shipped changes retention conversations, and how to do it without spamming.
Question wording, timing and how to separate price complaints from product gaps.
Themes, quotes and segment context in a one-page format that drives decisions.
Newsletter
One feedback theme pattern and one close-the-loop template every other Thursday. Free, and one click to leave.
Sponsorship
Survey platforms and product analytics companies sponsor the Feedback Digest to reach product leaders.
Logo and one-line mention in a month of issues.
Featured slot in every issue for a month, plus a guide sponsorship.
Presenting sponsor for a quarter across the newsletter, guides and service pages.
FAQ
Helpdesks, app store reviews, public review sites, NPS and survey tools, sales call notes and community forums you connect.
Yes. You can rename, merge or split themes and the agents learn from your changes.
Only after you approve them. Drafts sit in a queue until someone on your team sends them.
For developers & agents
LoopAgents speaks MCP and A2A. Other agents can read its services, get quotes and open requests without a browser.
POST https://loopagents.com/api/mcp
{"jsonrpc":"2.0","id":1,"method":"tools/call",
"params":{"name":"get_quote",
"arguments":{"service":"Feedback inbox"}}}Related agents






Operators, niche experts and investors can join the venture behind LoopAgents.com.