Guide archive
243 guides, newest first. Page 4 of 7.
We build Modem, which triages user signal from support, chat, and analytics, stitches scattered reports into clear topics, and gives your whole product team the full picture.
How to see which customers are affected by a Jira bugJira has no built-in count of affected customers. Linked duplicates and votes cover part of it, and a hit-count field you build yourself can cover the rest. Here's how far each one gets you. · 6 min read
Duplicate Feature Requests and Split Votes in ZendeskZendesk merges ticket CCs cleanly but drops the tags. Community posts have no merge at all, so duplicate votes never combine. Here's what actually happens. · 6 min read
How to convert a Jira Service Management ticket into a development issue without losing the threadDon't move a JSM request into a dev project; it breaks the customer's channel. Create a linked issue instead, and keep the original ticket as the record. · 6 min read
Why Does Slack Search Struggle to Surface Old Feature Requests?Slack search matches literal keywords against message history, not meaning, so an old request phrased differently just never turns up. · 6 min read
How to create Jira or Linear tickets from Slack without losing who askedJira's Reporter field holds one user, and the person who runs the Slack action is rarely the person who wrote the message. Where to put the asker so it survives, and how to build or buy the Slack-to-ticket step. · 14 min read
How to connect Zendesk tickets to Linear issues without losing customer contextLinear's native Zendesk integration links tickets to issues, many to one. This covers what it does, and where the list of who's waiting gets lost. · 6 min read
How to keep Zendesk ticket status in sync with JiraZendesk and Jira don't sync ticket status on their own. Here's the trigger-plus-webhook setup that does it, the loop it can create, and where it breaks. · 7 min read
How to find out which customers hit a Sentry errorSentry can tell you a user hit an error, if you called setUser(). It has no idea which account that user belongs to. Here's how to join the user identifier to the account behind it. · 6 min read
How to route Stripe customer portal cancellation reasons to your product teamStripe's portal collects a cancellation reason and stores it on the subscription. It doesn't tell anyone. Here's the webhook route, and where it stops scaling. · 6 min read
The 6 best Jira Product Discovery alternatives in 2026Jira Product Discovery is the default buy for any team already paying for Jira. Pricing is cheap per creator, contributors are free, and since Atlassian folded Cycle's team into it in September 2025, it carries Cycle's absorbed feedback technology too. It's still built for PMs scoring a backlog, not engineers deciding what to build. Six alternatives, split by which problem is yours. · 7 min read
Can GitHub Detect Duplicate Issues Before They Pile Up?GitHub's duplicate-detection preview compares titles and bodies inside one repo. Here's what it catches, what it misses, and what to do about the rest. · 7 min read
How to build an upvote system for feature requests in NotionNotion has no voting feature, but a Person property and one formula get you a working upvote count. Here's the setup, and where it stops counting. · 6 min read
Is Linear Enough for Managing Customer Feedback at Scale?Linear covers customer feedback well when it arrives through Intercom, Zendesk, Front, Slack or Gong. Where it gets thin at scale, and when a dedicated tool earns its place. · 13 min read
How to track feature requests natively in Salesforce without a third-party toolYes, with a custom object, a junction table for dedupe, and a Flow reps will actually use. Here is the build, and where it stops covering requests. · 6 min read
How to search every Gong call for a feature request, not just oneGong has no single search across every call for one feature mention. Here's what Trackers and Ask Anything each cover, and where they stop. · 7 min read
The 6 best Frill alternatives in 2026Frill is a flat-priced feedback board with an AI extension that drafts posts from support tickets. Six alternatives compared on whether you need a bigger board or a different way of getting requests to engineering. · 8 min read
How to automate release notes from Linear issues with AI: 6 toolsLinear Releases can write notes from the issues in a release on Business and Enterprise. Six ways to automate release notes from Linear with AI, and what to decide before you pick one. · 12 min read
How to find feature requests buried in Microsoft Teams channelsTeams search loses context on old messages and can miss date ranges outright. How to recover a buried feature request, and when to stop relying on search. · 8 min read
Feature-Request Volume by Company in ZendeskExplore's tag reports count tickets, not accounts. Getting from a tag count to a company list means a real, manual join, and it breaks in predictable places. · 6 min read
Canny vs. UserVoice vs. Upvoty: which feature voting board in 2026Canny, UserVoice, and Upvoty all run a board where customers post requests and vote. The real difference is scale: Upvoty is the minimal version, Canny the mid-market default, UserVoice the enterprise platform, and the prices sit an order of magnitude apart. · 5 min read
How to see who actually asked for a Jira epic or storyJira's Reporter field can be queried for who it used to be, but Reporter means who filed the ticket, not who asked for it. Here's the gap, and how to close it. · 6 min read
The 6 best Cycle.app alternatives in 2026Cycle.app shut down on October 31, 2025, eight weeks after Atlassian acquired it. Every migration guide written since targets the product managers Cycle sold to. None of them serve the engineering teams who ran the same integrations. Six alternatives, sorted by who needs which one. · 7 min read
Should you build your own AI feedback pipeline, or buy one?A one-off LLM pass over a pile of feedback is easy. A pipeline that runs continuously, across sources, with counts other people trust, is a system you own. A decision framework and the components you would be signing up for. · 14 min read
How to manage user feedback for an open source projectKeep GitHub issues as the record, rank with reactions as a tiebreaker, pull Discord and email in on a schedule, and tell people when it ships. Where tools help, and where they don't. · 10 min read
How to have your coding agent fix user-reported bugsA coding agent can turn a user-reported bug into a reviewable PR, but only after the bug is reproduced. A vendor-neutral pipeline from report to merged fix, with the human gates marked. · 18 min read
How to build a customer context graph for AI agentsA build path for a customer context graph your AI agents can query: entities, ingestion, identity resolution, topic grouping, linking, retrieval, permissions and freshness, then where buying fits. · 22 min read
The 6 best tools to pair PostHog data with customer feedback in 2026PostHog puts analytics, replay, flags, and now feedback in one product. That changes what pairing feedback with usage data means. Instead of a new export, it's one more source in a warehouse you already query. · 7 min read
The 6 best tools to automate customer feedback analysis in 2026Automating feedback analysis means three separate jobs: getting feedback into one place, finding the patterns, and acting on them. Six tools compared on which of the three they actually automate. · 8 min read
The 6 best real-time customer issue detection tools in 2026The first reports of a bad release reach support and Slack before any metric moves. Six tools that catch issues in that gap, compared by which stream they watch and how your team hears about it. · 6 min read
The 6 best tools to connect Stripe revenue to customer feedback in 2026Plenty of feedback tools claim they weight requests by revenue. Fewer of them read Stripe to do it; most lean on a CRM field someone has to update by hand. Six that are clear about which one they are. · 7 min read
The 13 best Canny alternatives for B2B SaaS teams in 2026B2B teams leave Canny for five different reasons: price at their tier, revenue weighting, capture from support and calls, a public board they don't want, or tracker sync. Thirteen alternatives matched to each reason, plus a migration checklist that works for any destination. · 23 min read
The best way to collect product feedback from GitHub DiscussionsFor many open-source projects, GitHub Discussions plus issues is enough. Here is how to set it up, when to route Discussions into Slack or an issue tracker, and where Modem does and does not fit. · 13 min read
The best tools to cluster bug reports and feature requests in 2026Clustering Zendesk and Slack reports by hand eats hours every week. A manual routine you can run today, then eight tools compared on whether they read both sources and what a cluster becomes. · 18 min read
What is a customer context graph, and when do you need one?A customer context graph links what customers said to who said it, which company they are at and what work addresses it. How it differs from a CRM, a vector database, a knowledge graph and a memory layer, and when each is the right tool. · 13 min read
The best tools to build a customer context graph in 2026Linking support tickets, CRM records, and engineering work takes more than a graph database. Memory layers, graph stores, enterprise search, and Modem compared on explicit criteria, with when each is the better buy. · 20 min read
Agent skills for your codebaseWhat agent skills are, the skill we publish (write-discoverable-code), and the installable tooling that gives a coding agent review, visuals, and customer context. · 4 min read