Free Online Bulk Feedback Triage
Updated October 2026
Triage up to 50 support tickets, feedback items, or messages at once — get category, urgency, and sentiment for each in a single pass, plus a summary breakdown, powered by Jev.
| Item | Category | Urgency | Sentiment |
|---|
Verified Capabilities
Category, urgency, and sentiment are all requested in a single Jev call per item — not three separate calls — using Jev's support for multiple questions against the same input.
Urgency bars and labels are color-coded (green=Low, amber=Medium, orange=High, red=Critical) so the most urgent items are visible at a glance without reading every row.
Download the full triage results — including urgency scores and sentiment for every row — as a CSV file or a formatted PDF report.
Failed rows are excluded from the summary panel's averages and counts, but they still appear in the CSV/PDF export marked with their specific error — the on-screen summary and the exported file intentionally don't match exactly on row count logic.
The Bulk Feedback Triage handles work a browser alone can't do instantly, sending your request to TypeSafe AI (Jev) for processing and returning the result in seconds.
Triage up to 50 support tickets, feedback items, or messages at once — get category, urgency, and sentiment for each in a single pass, plus a summary breakdown, powered by Jev. Results are immediate — no waiting, no loading screens, no account required.
Who uses the Bulk Feedback Triage?
- Support leads triaging a batch of overnight tickets by urgency before assigning them, without opening each one individually.
- Product teams scanning a week of feedback for both theme and tone in one pass — which categories are trending negative, and how urgent do they read.
- Community managers processing a batch of inbound messages to spot the handful that need an immediate response versus the majority that can wait.
Common uses and search terms
The Bulk Feedback Triage is frequently used for: support ticket triage, feedback triage, bulk urgency scoring, customer feedback analysis, ticket categorization, sentiment and urgency. Whether you need a quick result or are working through a longer project, the tool handles all common variations without any configuration.
Why use Allio Tools's Bulk Feedback Triage?
Your input is sent to TypeSafe AI (Jev) to generate your result — it is not stored or logged by Allio Tools, but it does leave our infrastructure, unlike the fully local tools on this site. See TypeSafe AI (Jev)'s own privacy policy for how they handle it. Free use is capped at 5 per day, since this tool relies on paid backend infrastructure to run — Pro removes the daily limit. No account is required for the free tier. Available in 11 languages and optimised for all screen sizes, the Bulk Feedback Triage works on desktop, tablet, and mobile with no app download needed.
See also:Grammar Checker · Pomodoro Timer · Writing Prompt Generator
How the Bulk Feedback Triage works
Paste your items into the text box, one per line — up to 50 items per request (support tickets, customer feedback, inbound messages, anything you need triaged).
Define at least 2 categories using the label + description fields — these work exactly like the Bulk Text Classifier's categories.
Click Triage. Unlike a simple classifier, this makes one Jev call per item that asks three questions at once: which category it belongs to, how urgent it is (on a 4-level scale), and its sentiment.
Read the summary panel first — total items, average urgency, category breakdown, and negative-sentiment count — then check individual rows in the table below for detail.
Tips & tricks
- This makes one Jev call per item (not one call for the whole list) — same as Bulk Text Classifier — so 50 items takes a few seconds, not an instant response.
- The urgency score (0–3) is probability-weighted, not a simple category pick — treat a score near a boundary (like 1.9, close to "High") as worth a second look rather than trusting the rounded label alone.
- Category descriptions matter more than labels, exactly as in Bulk Text Classifier — be specific about what belongs in each one for better results.
- This tool shares its 5 requests/day free limit with Bulk Text Classifier — they're tracked as one combined quota per IP address per day, not five each.
Frequently Asked Questions
How is this different from the Bulk Text Classifier?
Bulk Text Classifier asks one question per item (which category). This tool asks three questions per item in the same single call — category, urgency, and sentiment — and then aggregates all the results into a summary panel (average urgency, category counts, sentiment breakdown) instead of just a row-by-row table. It costs the same one call per item; you're just getting three judgments back instead of one.
Do Bulk Text Classifier and this tool share the same daily limit?
Yes. Both tools use the same 5 requests/day free bucket, since they're both powered by Jev and the limit is tracked per IP address per day, not per tool. If you use 3 requests on the Classifier, you have 2 left for Triage (or the Classifier) that day.
What does the urgency score actually mean?
It's a 0–3 scale with four levels: Low (no time pressure), Medium (respond within a day), High (respond same day), and Critical (respond immediately). The number shown is Jev's probability-weighted score across those four levels, not a simple pick — a score of 2.3 means the model leans strongly toward High but isn't fully certain it isn't Critical.
How is sentiment classified here?
Into four categories: positive, negative, neutral, or mixed (contains both positive and negative elements) — the same four-way split used by the site's single-item Sentiment Analyzer, just applied per row across your whole batch in one pass.
What happens to items that fail to process?
They show a Failed badge in the table with the specific error, and are excluded from the summary panel's averages and counts so one bad row doesn't skew your aggregate numbers.
Is my data safe when using the Bulk Feedback Triage?
Your input is sent to TypeSafe AI (Jev) to generate your result — that's a real third party, not just Allio Tools's own infrastructure. We don't store or log it ourselves, but it does leave our systems, unlike the fully local tools on this site. Avoid pasting sensitive or personal information into this tool.
Does the Bulk Feedback Triage save my work automatically?
The Bulk Feedback Triage operates entirely in your current browser session. Your input is not saved to any server. Use your browser's bookmark or your device's clipboard to preserve results between sessions.
Does the Bulk Feedback Triage remember my previous inputs?
By default, the Bulk Feedback Triage starts fresh each session. Allio Tools Pro users have session history saved locally in the browser. No input data is transmitted to or stored on any server in either case.
Works with ChatGPT, Claude, Cursor, GitHub Copilot, VS Code, Poe and more — 106+ tools, zero data collection.