Evally
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Content & growth

Comment & feedback analyzer

Stance, questions, feature requests and bug reports in every comment, at scale.

Run it over a whole comment section, a survey export or a support channel. Each comment gets a stance, and flags for questions that deserve an answer, feature requests, bug reports and toxicity, so the patterns show up in minutes.

Use this judgeCustomize it

Try it live

Real calls to Jev. Pick an example or paste your own.

Examples
138
25
No verdict yet

Pick an example or paste your own input, then run it.

Under the hood

Every question and rule, in the open. Fork it to change any of them.

What it asks

Reads comment and topic, then asks 6 questions in one call.

  1. Q1StancePick one

    What is the comment's stance toward the topic?

    SupportiveCriticalMixedNeutralOff topic
  2. Q2Asks a questionYes / no

    Does the comment ask a question that deserves an answer?

  3. Q3Feature requestYes / no

    Does the comment ask for a feature, a change or a new product?

  4. Q4Bug reportYes / no

    Does the comment report something broken?

  5. Q5ToxicYes / no

    Is the comment toxic or abusive?

  6. Q6SubstanceScore

    How substantive is the comment?

    1. 0Throwaway
    2. 1Some substance
    3. 2Insightful

How it decides

Rules run in code, top to bottom. The first one that matches gives the verdict.

  1. 1
    If Toxic ≥ 0.75Toxic
  2. 2
    Otherwisethe answer to “Stance”
  3. ·
    DefaultNeutral

Call it from your code

Every template runs as-is with an API key, no setup: POST /api/v1/judges/comment-analyzer/run.

curl -X POST https://tryevally.com/api/v1/judges/comment-analyzer/run \  -H "Authorization: Bearer $EVALLY_API_KEY" \  -H "Content-Type: application/json" \  -d '{  "input": {    "comment": "Love the new editor, it'\''s so much faster. But the export button disappeared on mobile and I can'\''t find it anywhere. Can you bring it back?",    "topic": "Our product'\''s new release"  }}'

Seen in the wild

Community builds on Jev that use this pattern. Not affiliated with Evally.

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