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Jev intent matching

How Jev scores Reddit posts against your intent.

ReplySignal compares the monitor description with each new post in the selected subreddits. Jev returns a structured match score; the dashboard shows that score alongside the original post. A separate generation step handles optional reply drafts.

A score, with the original post beside it.

Jev evaluates the monitor brief and the post title and body. It does not write a natural-language match reason or generate a reply. Read the source yourself before acting on a score.

Jev is a model from TypeSafe AI. ReplySignal uses it for matching decisions; this page is about ReplySignal’s implementation and is not an official TypeSafe AI page.

Read TypeSafe AI’s Jev introduction
01

Natural-language matching

The matching brief describes a situation rather than a list of exact words.

02

A source you can inspect

Results link back to the original Reddit post in a community you selected.

03

Control over replies

Drafts are optional, editable, and never posted automatically.

From description to matched posts

  1. 01

    Start with a URL or write your own brief

    A product page can suggest editable details. Manual setup needs only a description of the posts to find.

  2. 02

    Choose subreddits

    Review suggestions and add or remove communities before the monitor starts.

  3. 03

    Review scored posts

    See matching posts, their source, and a score. Open the original thread to judge the context.

  4. 04

    Draft only if useful

    Enable drafts with product information, then review and publish any reply yourself.

What Jev does in the matching pipeline

TypeSafe AI describes Jev as a structured decision model. ReplySignal uses it for one focused decision at a time: how well a Reddit post matches the monitor you described.

01

Input: your brief and the post

The matcher receives the monitor description plus the Reddit post title and body. It does not need your product details to score the post.

02

Decision: topic or reply fit

A monitor without drafts checks whether the post fits the topic. A monitor with drafts checks whether the post describes a current need worth replying to.

03

Output: a numeric score

ReplySignal shows the score with a link to the original post. Jev does not write a match explanation; optional reply drafts use a separate generation model.

Common questions

Does Jev explain why a post matched?

No. In this workflow Jev produces a numeric match score. ReplySignal displays the score and the original post, without inventing a written explanation.

Can I change the communities later?

Yes. You can add or remove subreddits when editing a monitor.

Start with one description and a few communities.

Review the first matches, refine the monitor, and choose whether reply drafts would help.

Create a monitor
How Jev scores Reddit posts against your intent. | ReplySignal