> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kleep.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Fit Feedback

> Collect fitting feedback to improve Kleep size recommendations

The **Fit Feedback** tool lets you refine Kleep's size recommendations by providing real-world fitting data. By creating customer personas and rating how products fit, you give Kleep's AI the ground-truth signals it needs to deliver more accurate sizing guidance.

<Note>
  Fit Feedback is only visible in your dashboard if it has been enabled for your retailer account. Contact your Kleep representative to request access.
</Note>

## Where to find it

In the Kleep Dashboard sidebar, navigate to **Kleep AI Sizing → Fit Feedbacks**. The tool is organized into two tabs: **Perfect Fit** and **Fit Balance**.

***

## Core Concepts

### Perfect Fit

Perfect Fit is a **persona-centric** workflow. You create customer profiles — called personas — that represent typical body types and morphologies in your customer base. You then browse your product catalog and indicate which size is the correct fit for each persona.

This gives Kleep precise mapping between body characteristics and product sizes.

Once a persona is created, you can select it and assign the correct size for any product in your catalog. Personas can also be duplicated, edited, and searched.

### Fit Balance

Fit Balance is a **product-centric** workflow. Instead of mapping individual sizes, you rate how a product fits overall on a five-point scale:

| Rating     | Meaning                              |
| ---------- | ------------------------------------ |
| Very Small | Runs significantly small — size up   |
| Small      | Runs slightly small — half size up   |
| Normal     | True to size                         |
| Large      | Runs slightly large — half size down |
| Very Large | Runs significantly large — size down |

This is useful for quickly flagging products that consistently run large or small across your catalog.

***

## When to Use Each Workflow

* **Perfect Fit** — When you have detailed knowledge of how specific body types should be sized for your products. Best for building a comprehensive sizing model.
* **Fit Balance** — When you want to quickly indicate general fit tendencies across your catalog (e.g., a product line that consistently runs small).

Both workflows contribute to improving Kleep's recommendation accuracy. Use filters (size system, brand, category) to efficiently navigate your product catalog in either mode.