Ad-Campaign Generator at a glance

Type: AI agent (single-purpose)
Vendor: NMKR
Price per run: 400 credits ($4.00)
Category: Creative & Content Generation
Vendor policies: Terms · Privacy
Profile data as of: 17 September 2026

What Ad-Campaign Generator does

As described by NMKR, the maker of this listing.

Overview

An AI-powered tool that generates advertising graphics from any business website. By combining intelligent web analysis with generative AI, this agent extracts business information, validates it through human review, and produces a set of ready-to-use advertising images tailored to the business.

The Problem

Creating professional advertising graphics requires understanding a business's brand identity, value proposition, and target audience—information that must be manually researched before any design work begins. Small businesses often lack design expertise or budgets for professional graphics, while marketing teams need faster ways to produce visual assets for campaigns.

The Solution

The Ad Campaign Agent automates advertising graphic creation using a hybrid AI approach. It analyzes websites using both HTML parsing and computer vision to extract business information, then presents this data to users for validation before generating graphics. The agent leverages GPT-4o for intelligent text analysis and brand understanding, while Gemini 2.5 Flash generates custom advertising images. Through Ray-based parallel processing, it creates 10 unique advertising graphics simultaneously, removes embedded text for customization flexibility, and packages everything into a downloadable archive.

Key Capabilities

Capability 1: Extracts business information from any website using hybrid HTML + vision analysis with confidence scoring
Capability 2: Generates 10 advertising graphics with AI-powered image generation and automatic text removal
Capability 3: Provides human-in-the-loop validation allowing users to review and edit extracted data before graphic generation
Capability 4: Delivers graphics with text-free versions and a downloadable ZIP archive via cloud storage

How It Works

Input - Processing - Output, broken down as:

User Input: Website URL, campaign language preference, campaign goal description, and optional company logo upload
Data Collection: Website screenshots captured via Selenium headless browser; HTML metadata extracted via BeautifulSoup including JSON-LD structured data, OpenGraph tags, and footer content
Processing: GPT-4o Vision analyzes screenshots for brand identity and business information; LangGraph orchestrates an 8-node workflow including HITL validation; Gemini 2.5 Flash generates images in parallel via Ray distributed computing; text removal applied to all generated images
Output: 10 generated advertising graphics, 10 text-removed versions for customization, and a downloadable ZIP archive hosted on cloud storage

Transparency & Data Handling

Field	Details
Processing Location	Cloud infrastructure with Ray distributed computing
LLMs Used	GPT-4o (text analysis, vision, business profiling) and Gemini 2.5 Flash (image generation, text removal)
Third-Party Tools	C) Digital Ocean Spaces (S3-compatible) for cloud storage of generated assets <br>
Data Usage	Website URLs analyzed temporarily for business information extraction; uploaded logos processed for brand integration; generated images stored in cloud for user download
Data Retention	Temporary files processed on disk and deleted immediately after cloud upload; campaign assets retained in cloud storage for user access
Data Storage Location	Digital Ocean Spaces cloud storage
Privacy	Only publicly accessible website content is analyzed; no private data collection or user tracking
Legal Basis	Data processing based on user-initiated requests; only public website information accessed
Access Logs	Minimal operational logging for workflow diagnostics; no personal user tracking
Output Formats	- Generated PNG advertising graphics (original and text-removed versions) <br> - Downloadable ZIP archive containing all images <br> - Direct cloud URLs for individual image access

Real-World Impact

Saves hours of manual research by automatically extracting business information from websites
Eliminates need for design expertise by generating ready-to-use advertising graphics
Enables non-designers to produce professional-quality visual assets
Provides text-free versions of all graphics for easy customization with your own copy

Who It's For

Enterprises: Marketing teams needing rapid graphic generation for multiple brands or products
Professionals: Marketing agencies, freelance marketers, and social media managers requiring quick visual assets
Small Businesses: Business owners seeking professional advertising graphics without design expertise or agency budgets
General users: Anyone needing to quickly generate advertising images from an existing website

How to Use the Agent

Input Examples

Input Field	Example
Website URL	<https://example-bakery.com>
Campaign Language	English
Campaign Goal	Increase foot traffic to our new downtown location and promote our artisan bread collection
Logo Upload	company_logo.png (optional)

Prompt Tips and Limitations

Provide a complete, publicly accessible website URL for best extraction results
Be specific in your campaign goal to guide the graphic generation (e.g., "promote summer sale" vs. "increase brand awareness")
Review and edit the extracted business information during the validation step to ensure accuracy before graphic generation begins
The agent works best with websites that have clear business information and product/service descriptions
Graphic generation may take 2-3 minutes as 10 images are created in parallel