Documentation

How Bimbofy.Me Works

A transparent overview of our image transformation pipeline, AI provider, credit system, and usage policies.

Overview

Bimbofy.Me is an AI-powered image transformation application that converts user-submitted photographs into stylised, hyper-exaggerated β€œbimbo caricature” artworks for entertainment and satirical purposes. The transformation is performed by xAI's Grok Imagine API, a state-of-the-art image generation model.

The platform is web-native and also available as a mobile application for iOS and Android. All transformation requests consume credits from your account balance. This document explains the technical pipeline, credit consumption, and usage constraints.

The Transformation Pipeline

Each image transformation follows this sequence:

01

Image Upload

You upload a photo via the web or mobile app. The image is transmitted over a TLS-encrypted connection to our servers.

02

Style Selection

You choose a transformation style (e.g. Classic Bimbo, Crypto Bimbo, Space Bimbo). Each style corresponds to a curated prompt template in our library of 68+ styles.

03

Credit Check

Before processing begins, your account credit balance is verified. One (1) credit is reserved for the pending generation.

04

Prompt Construction

Our system assembles a structured 5-part prompt combining the selected persona, artistic style directives, identity-retention instructions, and safety constraints.

05

Grok Imagine API Call

The source image and constructed prompt are sent to xAI's Grok Imagine API. Grok processes the image and returns a generated output, typically within 15–45 seconds.

06

Storage & Delivery

The generated image is stored in your account on Supabase Storage. A signed URL is returned and displayed in your results view immediately.

07

Credit Deduction

Upon successful generation, one (1) credit is deducted from your balance. If generation fails due to a server or API error, no credit is consumed.

Grok Imagine β€” Our AI Engine

Bimbofy.Me is powered by Grok Imagine, the image generation capability of xAI's Grok model family. Grok Imagine is a multimodal AI system capable of understanding an input photograph and generating a stylised output based on detailed natural-language instructions.

Provider: xAI (x.ai)

Model: Grok Imagine (image generation endpoint)

Input: Source photograph + structured text prompt

Output: AI-generated image (PNG, up to 1024Γ—1024)

Average generation time: 15–45 seconds

Our prompt architecture uses a rigid 5-part structure designed to maximise identity retention (the output should be recognisable as a caricature of the subject) while applying the exaggerated stylistic transformations associated with each selected persona. We do not publish the full prompt templates to prevent abuse.

xAI operates its own content moderation and safety filters on all Grok Imagine API requests. Requests that violate xAI's usage policies will be rejected at the API level and no credit will be consumed. Learn more at x.ai.

Credit & Token System

Bimbofy.Me uses a credit-based system. Each image generation consumes exactly 1 credit, regardless of the style selected. Credits never expire while your account is active.

Credit Allocation by Plan

πŸ’‹

Free

Starter credits on sign-up

No payment required to get started

πŸ’…

Bougie Bimbo

Credit packs from $2.99

Pay-as-you-go credit bundles

πŸ‘‘

Full Bimbo

Larger credit bundles from $9.99

Best value per credit

Credit Consumption Rules

  • 1 credit is consumed per successful image generation
  • If a generation fails due to a server error or API timeout, no credit is deducted
  • If a generation is rejected by xAI's safety filters, no credit is deducted
  • Credits cannot be refunded once consumed by a successful generation
  • Credits are non-transferable between accounts
  • Purchased credits do not expire while your account remains active

Note on pricing: Credit pricing is visible on our Pricing page. Prices are listed in USD and are subject to change with notice to existing account holders.

Image Requirements & Guidelines

For best transformation results and to comply with our moderation policies, please follow these guidelines when uploading photos:

SubjectClearly visible face of the person being transformed. Front-facing or slight angle preferred.
ResolutionMinimum 512Γ—512 pixels. Higher resolution produces better output quality.
File formatsJPEG, PNG, or WebP. Maximum file size: 10 MB.
LightingEven, well-lit photos produce the most accurate transformations. Avoid heavy shadows across the face.
Multiple subjectsPhotos with multiple people will focus on the most prominent face. Single-subject photos are recommended.
Prohibited contentNo images of minors. No explicit nudity in source images. No images depicting violence or abuse.

Content Moderation

Bimbofy.Me operates two layers of content moderation:

Layer 1 β€” xAI Safety Filters

All image requests are screened by xAI's built-in content safety system before processing. Requests flagged as violating xAI's usage policies are automatically rejected.

Layer 2 β€” Platform Moderation

Our team reviews content reported by users or flagged by automated systems. Leaderboard submissions are subject to additional review before public display. Violations result in content removal and account suspension.

To report a content violation, email safety@bimbofyme.app.

Data Handling During Generation

The following table summarises what happens to your image data at each stage of processing:

StageWhere Data GoesRetained?
UploadBimbofy.Me servers (encrypted transit)Temporarily, for processing
AI ProcessingxAI Grok Imagine APIPer xAI policy
Generated OutputSupabase Storage (your account)Yes, until you delete it
Source PhotoSupabase Storage (your account)Yes, until you delete it
MetadataSupabase DatabaseYes, linked to your account

For full details on data handling and your rights, see our Privacy Policy.

Rate Limits

To ensure service quality for all users, the following rate limits apply:

Concurrent generationsMaximum 1 active generation per account at a time
Requests per minute5 generation requests per account per minute
Requests per hour30 generation requests per account per hour
Daily maximum100 generation requests per account per day

Rate limit violations do not consume credits. Repeated abuse of the platform may result in account suspension.

Supported Transformation Styles

Bimbofy.Me currently offers 68+ transformation styles across the following categories:

πŸ’…Classic
✨Glam
🎭Characters
πŸ¦„Fantasy
β‚ΏCrypto
🌸Seasonal
πŸŽ‰Holiday
πŸ‘―Special

New styles are added regularly. All styles are available to all account tiers β€” credit cost is the same regardless of style selected.

Still have questions?

Contact Support