Prompt Engineering Guide
😃 Basics
💼 Applications
🧙‍♂️ Intermediate
🧠 Advanced
Special Topics
🌱 New Techniques
🤖 Agents
⚖️ Reliability
🖼️ Image Prompting
🔓 Prompt Hacking
🔨 Tooling
💪 Prompt Tuning
🗂️ RAG
🎲 Miscellaneous
Models
📝 Language Models
Resources
📙 Vocabulary Resource
📚 Bibliography
📦 Prompted Products
🛸 Additional Resources
🔥 Hot Topics
✨ Credits

Prompted Products

Reading Time: 13 minutes
Last updated on August 7, 2024

Sander Schulhoff

Here is a growing list of notable products that use prompting. If you have a product that you would like to add, please open a PR.

Content Writing

All-in-one platform that helps you use AI to write content & code, solve problems, have fun, and more! Powered by over 150 uniquely trained models, and ±200 apps being released to the new AI App Store. New members get unlimited chats and 100 Credits App Store for free.

An eLearning and classroom training storyboard automation tool, to help Instructional Designers automate the creation of Course outlines, Learning objectives, Assessments, Scenarios, and a lot more.

One AI assistant that works across all apps & browsers. It can WRITE. IMPROVE. REPLY. SUMMARIZE. EXPLAIN & TRANSLATE. It has an inbuilt OCR engine and can extract text + generate AI text.

Generate copy with text prompts for business bios, Facebook ads, product descriptions, emails, landing pages, YouTube descriptions, taglines, and more.

Keywords as prompts for research, writing, and optimizing high-quality SEO content.

B2B content marketing copies with prompts for ideas, titles, keywords, and blog generation.

Writing companion tool that helps rephrase writing to say exactly what the user means with base text as prompts.

AI-assisted authorship, storytelling, and virtual companionship with perspective-based input as prompts.

Web interface (Text) and Developer API prompts for AI-based text generation.

AI writing for blogs, websites, and books with dynamic user-controlled context as prompts.

Type in a concept as a prompt and the First Draft will generate up to 1000 words.

Choose your use case and add some input for context as prompts.

Text prompt for content generation including blog titles, bodies, intros, emails, and more.

Jasper is the AI Content Generator for blogs, emails, and social media captions with built-in text prompts.

Marketing, sales, and website copy with blog title and keywords as prompts and multiple settings like tone, style, purpose, etc.

Narrative storytelling and productivity tool for storytellers with objective aspects of your narrative premise as prompts.

Creative partner that you train to write like you (or anyone you want). Made for creative writers, game writers, and all other fiction fabricators. Base content works as a prompt for extending content/character descriptions, etc.

AI-powered autocompletion & text generation with basic sentences/simple text descriptions as prompts.

Long-form writing AI assistant trained to write essays, stories, articles, and blogs with templates that use titles and basic single-phrase ideas as prompts.

AI writer that generates and optimizes your copy with powerful predictive analytics. Incorporate keywords, and choose your ideal length as prompts.

Provide a few keywords as prompts and turn them into full-length articles and marketing content.

Virtual Content Assistant.

Cut down on your words, elaborate further, or rephrase a sentence with text prompts.

AI-powered writing assistant with templates, smart autocomplete, and built-in assistant.

Enter home details as prompts to generate a real estate listing.

AI to create highly personalized cold emails or Linkedin messages.

Content for your social media posts. Generate ready-to-post content for your social media with text prompts.

Create written and visual content with text prompts.

Repurpose blogs and videos as LinkedIn posts, Twitter threads, and newsletters.

This is a free AI-generated prompt template that helps you create captivating product launch copy.

Generate fresh and relevant user-sourced content with citations.

A platform that allows users to create their own intelligent personal AI that can generate new ideas, recall key concepts and write original content.

Personal AI Writing Assistant from proposals and cover letters to blogs and creating social media posts.

Newsletter writing tool by training your personalized AI models.

NotionAI-like writing tool that generates suitable content for your selected template (blog post, pros and cons, etc)

Automatically Build a Tool

Build custom GPT-3 tools with text prompts.

AI Accelerated software development with descriptive text prompts.

Kili is an AI-powered assistant platform for personalized experiences without using code.

Stack together data sources, user inputs, and off-the-shelf building blocks to create your app.

Software development using GPT-3 with text prompts.

Aspen is a low-code platform for building generative AI web apps.

Code your web app in seconds. The AI-powered low-code tool helps you build web apps with text and built-in prompts.

Toolbuilder is the platform for building and discovering AI web apps without coding.

Search Engines

The AI search engine for instant answers with text prompts.

The Stable Diffusion search engine that uses texts as prompts.

Lexii is an AI search assistant that can answer questions.

Komo Search leverages generative AI to put your search journeys first, instead of a laundry list of links.

Web search using the same ideas behind DALL-E and Stable Diffusion. It understands language — in the form of prompts — so you can say what you're looking for in all the expressive and creative ways you can think of.

Chatbots

Browser Extensions

Adds extra functionality to the ChatGPT user interface including prompt library, export chats, safe mode control, history, and copy full chat.

Augment your ChatGPT prompts with relevant results from the web.

Personal Assistants

GPT-based Assistant with access to your Tabs.

Adept is an ML research and product lab building general intelligence.

MealsAI is a tool that helps create unique recipes from any ingredients or dietary restrictions.

Take a photo, and AI solves your math problem and explains it in a way that actually makes sense.

Research Assistants

Language models to help you automate research workflows, like parts of literature review.

ValidatorAI.com is a free AI business validator tool that allows users to input their startup ideas and receive objective feedback and criticism from an AI.

HoustonAI is an experiment to build an automated support bot (documentation) to assist Astro users.

Your AI Copilot to decode any research paper. The quickest way to read and understand scientific literature.

The online article summarizer tool, reads your research articles, reports, and book chapters in seconds and breaks them down into bite-sized sections.

Email Assistants

An AI email assistant that helps users craft intelligent replies to emails in any language with context from the email thread.

SEO-optimized and plagiarism-free content for your blogs, ads, emails, and website with a summary of the topic as prompt.

Text summary, and tone/language setting as prompt for content generation including blog titles, bodies, intros, emails, and more.

Email writing based on instruction and context-based prompts about the output.

VoiceType is a Chrome browser extension that helps users write emails quickly and easily. It uses AI to generate emails based on verbal descriptions provided by the user.

AI assistant that helps you write emails by analyzing your email data and matching your writing style.

Reply.io's is a sales email tool that helps users create human-like emails with text prompts.

AI-driven assistant that helps you write better, more effective emails in real-time. It provides actionable advice on how to improve your emails while giving you insight into your own writing style.

Rewriting your emails with rough emails as prompts.

Data Analysis

Upload your data as prompts for tools like prediction, and text analysis.

Audience and content suggestions powered by AI with data sources as prompts. Connect Mutiny to your tools and data sources. Choose from AI audience suggestions or build your own custom audiences from any connected data.

Automate your qualitative data analysis without compromising quality.

Data with a prediction machine and data science support.

AI data platform that answers data questions and actively generates insights.

AI-assisted data labeling platform that accelerates the labeling process for unstructured text data.

A better way to interact with your database in a familiar chat-like interface.

Generate database queries from plain-English descriptions using AI.

AI Assistant for Business Analyst. Automate some parts of the analyst's daily routine work.

Image Generation

Tailor-made AI image with text prompts and an example of product placement & visualization.

Text description as prompts to generate AI images.

A text-to-image diffusion model with an unprecedented degree of photorealism and a deep level of language understanding.

AI Art Generator with text prompts.

Text description as prompts to generate AI images.

Enter a prompt, pick an art style and DeepAI tool to enhance your creativity.

Make a simple collage from shapes and images, and describe it with a prompt. Create images by mixing them together and editing their genes. Create portraits, landscapes, paintings, and more — then watch as others take your art in exciting new directions.

Create Avatars from the text prompt.

Simplest AI Art Generator with a built-in prompt generator.

Create multi-layer artwork in the Photoshop plugin with text prompts on Stable Diffusion.

Text description as prompts to generate AI images.

Generate photorealistic synthetic images at scale with text prompts.

AI Generated Stock Photos. Customize People, Products, Composition, Color and Simple Description.

AI background generation. Describe the image you want, and it will generate an infinite number of unique backgrounds using stable diffusion.

“Text to Image” generator within its apps, including Photoleap, which is known for its photo editing capabilities, and Motionleap, an app that can animate a still photo to make it look like it’s in motion.

Text description as prompts to generate AI photographs/paintings.

Text description as prompts to generate AI wallpapers.

Text prompting with topic details or image description for AI images and content.

AI-driven copywriting and image creation with output category selection and title text as prompts.

Generate interactive AI characters from a description in natural language.

Generate an endless variety of hyper-realistic on-model photos with criteria settings and variables as prompts.

AI-generated photorealistic images with text inputs.

CandyIcons offers thousands of unique and amazing app icons that have not yet appeared elsewhere.

Image, photographs, and avatar generation with text prompts and image enhancement and editing.

Powerpoint Generation

Unlock your best work with Tome's AI-powered storytelling format.

AI-Powered Maps for Ultimate Visual Storytelling

DesignOps tech for persuasive pitch decks, sales decks, or PowerPoint presentations.

A presentation maker who is an expert deck designer with built-in prompts.

Create Presentation Slides with AI. It lets you choose your title and number of slides.

AI writes the outline and presentation content with text prompts and allows users to customize the look and feel of their slides.

Generative AI for Slides. The world’s first implementation of Text-to-PowerPoint.

GlimmerAI uses GPT-3 and DALL·E 2 to generate visually stunning presentations based on a user's text and voice request.

Games

Generates game assets/images with text prompts.

Prompt for starting a conversation with a character created by the user.

Create high-quality, style-consistent, proprietary assets for your games.

Create stunning game assets with AI.

AI in your game design and development with built-in prompts.

Programming Tools

Artificial intelligence inside your IDE with this open-source extension.

Text completion and generation based on existing texts as prompts.

  • Cohere Writes content, predicts outcomes, or answers questions at your command.

  • Codeium

Codeium is a programming superpower that enables developers to quickly make changes to unfamiliar languages and codebases using natural language.

GitHub Copilot uses the OpenAI Codex to suggest code and entire functions in real-time, right from your editor.

Tabnine uses generative AI technology to predict and suggest your next lines of code based on context & syntax.

Adept AI is a research and product AI lab that automates software processes for developers.

AI-powered coding tool that allows users to instantly find, generate, and replace anything in their code.

Intuitive UI to train, test, and deploy OpenAI models.

Figstack is a suite of solutions powered by AI and trained with billions of lines of code, designed to help developers quickly understand, document, and optimize their code.

SourceAI is a code generator powered by GPT-3 and Codex, a next-generation development technology. It allows users to generate code in any programming language with just one click, saving them time in development.

Fix code and spelling mistakes with AI by simply adding in your code.

A debugging assistant powered by the OpenAI Codex. It can fix and explain your broken code in seconds.

Write SQL, documentation, and more 10x faster with our collection of powerful recipes.

SQL generator with text descriptions.

AI-powered code review assistant.

SpellBox uses artificial intelligence to create the code you need from simple prompts.

Help you solve code, copywriting, and hundreds of other problems that all of us Webflow designers face.

AI Code Generator For WordPress Creators with simple text prompts.

Generate Error-free SQL with simple English prompts and let AI do the heavy lifting for you.

Generate unit tests, refactor code, and create documentation for C#, C++, Go, Java, JavaScript, TypeScript, PHP, Python, R Lang, Ruby, and Swift. Simply paste a block of code, choose your language, and then hit "Generate" to witness the magic.

AI code writing assistant for data scientists, engineers, and analysts. Get code completions and suggestions as you type.

AI-Powered Regular Expression Solver

CopilotAI-like writing tool that responds to your question in markdown format. Supports OpenAPI Swagger.

Sales and Marketing

Tool that writes for you, designs for you, and even gives you a growth plan.

AI tool for creative advertising ideas in multiple formats and different platforms.

Content marketing platform for content operations, and marketing copy generation with textual inputs.

For salespeople to automatically find opportunities based on past clients and industry.

Buyer Intelligence for revenue teams to truly know their customers at every stage of the funnel.

Effective e-mails using social data and linguistic AI.

Recommendation emails that convert.

Marketing automation white-label solution for the creation and management of advertising campaigns.

This AI writing tool creates product descriptions and ad copies with just a few keywords and the name of your product.

The AI Design Tool for Branded Content and product photography with text prompts.

Scan your content to identify people and companies you've mentioned, then, send email campaigns to let them know.

Generate outbound email with text prompts.

Respond to your Gmail inbox faster with AI-generated 1-click replies, customized to your workflows.

Reach out to leads, conduct research, and handle initial outreach. Writes and sends emails from your email address.

NotionAI-like writing tool that generates suitable content for your selected template (recruiting emails, sails email, etc)

Music

AI that opens up new ways for music to be made and enjoyed. Our AI allows anyone to compose original music and sing lyrics to any melody.

Video

A model for generating videos from text, with prompts that can change over time, and videos that can be as long as multiple minutes.

Real-time video editing, collaboration with text, and built-in prompts.

Generates videos from the text. The system uses images with descriptions to learn what the world looks like and how it is often described.

Kaiber is a video generation engine that enables users to create videos from their own images or text descriptions.

Web Design

Make a selection and design suggestions populate based on surrounding styles. Talk to a voice assistant and have it perform complex styling tasks for website design.

Product Photography

Just type out a few words and instantly visualize anything. Use 88stacks for ideation, ad generation, concepts, product placement, style visualization, brand visualization, and more.

Tailor-made AI image with text prompts and an example of product placement & visualization.

Create pro-quality product photography with AI using text prompts and sample photos.

Workflow Automation

Zapier lets you connect OpenAI (ChatGPT) with thousands of the most popular apps, so you can automate your work.

Generative AI Platform for Customer Support Automation.

Job description generator for HR tech vendors.

Buy and Sell Prompts

DALL·E, GPT-3, Midjourney, Stable Diffusion Prompt Marketplace.

Krea lets us explore millions of AI-generated images—as well as the prompts that produced them.

An online prompt builder that helps users become a CF Spark, Midjourney, or Stable Diffusion master.

OrdinaryPeoplePrompts.com is an interactive website that provides users with a platform to explore and create AI-generated prompts.

The Midjourney Prompt Generator is a web application that generates prompts based on text input and various options.

Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

AI elaborate prompt generator from a small seed prompt.

Stable Diffusion Prompt Generator. Type a few words and press enter to get a detailed prompt.

Sander Schulhoff

Sander Schulhoff is the Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, reaching 3M+ people and teaching them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions. This 76-page survey analyzed 1,500+ academic papers and covered 200+ prompting techniques.