Prompt Engineering Guide
😃 Basics
💼 Applications
🧙‍♂️ Intermediate
🤖 Агенты
⚖️ Reliability
🖼️ Image Prompting
🔓 Prompt Hacking
🔨 Tooling
💪 Prompt Tuning
🎲 Miscellaneous
Models
📙 Vocabulary Reference
📚 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

  • Agent.so

    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.

  • ID-Assist™

    An eLearning and classroom training storyboard automation tool, to help Instructional Designers automate creation of Course Outline, Learning Objecives, Assessments, Scenarios, and lot more.

  • Writers brew AI

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

  • Simplified

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

  • Frase

    Keywords as prompts for research, write, and optimize high-quality SEO content.

  • Letterdrop

    B2B content marketing copies with prompts for idea, title, keywords, and blog generation.

  • AI21 Labs

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

  • Novel AI

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

  • Inferkit

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

  • Chibi

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

  • sudowrite

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

  • Rytr

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

  • Copy AI

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

  • Jasper

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

  • Text Cortex

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

  • Subtxt

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

  • Laika

    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 of extending content/character descriptions, etc.

  • Compose AI

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

  • Moonbeam

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

  • Anyword

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

  • Hypotenuse AI

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

  • Peppertype

    Virtual Content Assistant.

  • Writely AI

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

  • Boo.ai

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

  • Sotsy

    Enter home details as prompts to generate real estate listing.

  • SmartWriter

    AI to create highly personalised cold emails or Linkedin messages.

  • Socialbu

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

  • NovusWriter

    Create written and visual content with text prompts.

  • Automata

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

  • Decktopus

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

  • Fact GPT

    Generate fresh and relevant user-sourced content with citations.

  • Personal AI

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

  • Elephas

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

  • Glasp

    Newsletter writing tool by training your personalized AI models.

  • Hey - notionai

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

Automatically Build a Tool

  • Toolbot

    Build custom GPT-3 tools with text prompts.

  • Mutable AI

    AI Accelerated software development with descriptive text prompts.

  • Kili

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

  • Prisms

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

  • Sutro

    Software development using GPT-3 with text prompts.

  • Aspen

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

  • Debuild

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

  • ToolBuilder

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

Search Engines

  • Perplexity

  • you.com

  • Neeva

  • Phind

    The AI search engine for instant answers with text prompts.

  • Lexica

    The Stable Diffusion search engine that uses texts as prompts.

  • Lexii

    Lexii is an AI search assistant that can answer questions.

  • Komo

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

  • Metaphor

    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

  • Superpower ChatGPT

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

  • WebChatGPT

    Augment your ChatGPT prompts with relevant results from the web.

Personal Assistants

  • xp1

    GPT-based Assistant with access to your Tabs.

  • ACT-1

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

  • MealsAI

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

  • Mathly

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

Research Assistants

  • Elicit

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

  • ValidatorAI

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

  • HoustonAI

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

  • SciSpace

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

  • Scholarcy

    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

  • Ellie

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

  • Writesonic

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

  • Copysmith

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

  • Flowrite

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

  • VoiceType

    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.

  • EmailMagic

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

  • Reply.io

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

  • Respondable

    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.

  • PolitePost

    Rewriting your emails with rough emails as prompts.

Data Analysis

  • Research AI

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

  • Mutiny

    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.

  • Viable

    Automate your qualitative data analysis without compromising quality.

  • Akkio

    Data with a prediction machine and data science support.

  • Olli

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

  • Anote

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

  • TableTalk

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

  • SQL Genie

    Generate database queries from plain-english description using AI.

  • FlexBerry

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

Image Generation

  • Astria

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

  • Prompt Hunt

  • Craiyon

    Text description as prompts to generate AI images.

  • Imagen

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

  • Night Cafe

    AI Art Generator with text prompts.

  • GauGAN

    Text description as prompts to generate AI images.

  • Deep AI

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

  • Artbreeder

    Make a simple collage from shapes and images, 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.

  • Wonder AI

    Create Avatars from text prompt.

  • Neural Love

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

  • Alpace

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

  • Mage Space

    Text description as prompts to generate AI images.

  • Nyx Gallery

    Generate photorealistic synthetic images at scale with text prompts.

  • PixelVibe

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

  • Photoroom

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

  • LightTricks

    “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.

  • Kive

    Text description as prompts to generate AI photographs/paintaings.

  • This wallpaper does not exist

    Text description as prompts to generate AI wallpapers.

  • Hyper Write

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

  • Bertha AI

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

  • Alethea AI

    Generate interactive AI characters from a description in natural language.

  • Botika

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

  • Berserq

    AI-generated photorealistic images with text inputs.

  • CandyIcons

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

  • Dreamlike

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

Powerpoint Generation

  • Tome

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

  • Superus

    AI-Powered Maps for Ultimate Visual Storytelling

  • Superside

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

  • Beautiful AI

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

  • MagicSlides

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

  • Slides AI

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

  • ChatBCG

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

  • Glimmer

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

Games

  • Prompt Monkeys

    Generates game assets/images with text prompts.

  • Character AI

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

  • Scenario

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

  • Leonardo

    Create stunning game assets with AI.

  • Asset AI

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

Programming Tools

  • Code GPT - VSCode Extension

    Artificial intelligence inside your IDE with this open source extension.

  • Goose AI

    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

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

  • Tabnine

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

  • Adept

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

  • Buildt

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

  • Trudo

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

  • Figstack

    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

    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.

  • Coadfiller

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

  • Adrenaline

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

  • AirOps

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

  • SQL Genius

    SQL generator with text descriptions.

  • What The Diff

    AI-powered code review assistant.

  • SpellBox

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

  • DataMaker

    Help you solve code, copywriting and 100's of other problems that all of us Webflow designers face.

  • CodeWP

    AI Code Generator For WordPress Creators with simple text prompts.

  • AI Query

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

  • Refraction

    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, then hit "Generate" to witness magic.

  • CodeSquire

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

  • regex.ai

    AI-Powered Regular Expression Solver

  • Hey - CopilotAI

    CopilotAI-like writing tool that responses to your question with markdown format. Supports OpenAPI Swagger.

Sales and Marketing

  • GhostWriter

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

  • Daydrm AI

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

  • NeuralText Smart Writer

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

  • Ernest

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

  • Humantic AI Sales Assistant

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

  • Lavender

    Effective e-mails using social data and linguistic AI.

  • Pulley

    Recommendation emails that convert.

  • Nanos instant marketing

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

  • RegisAI

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

  • Flair

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

  • Mentioned

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

  • Barua AI

    Generate outbound email with text prompts.

  • Superflow

    Respond to your gmail inbox faster with AI generated 1-click replies, customised to your workflows.

  • Robin

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

  • Hey - NotionAI

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

Music

  • Splash

    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

  • Phenaki

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

  • Runway

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

  • Make a Video

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

  • Kaiber

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

Web Design

  • Studio 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

  • 88stacks

    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.

  • Astria

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

  • Booth

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

Workflow Automation

  • OpenAI - GPT-3 Zapier App

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

  • Forethought

    Generative AI Platform for Customer Support Automation.

  • Job Description AI

    Job description generator for HR tech vendors.

Buy and Sell Prompts

  • PromptBase

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

  • Krea

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

  • promptoMANIA

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

  • OrdinaryPeoplePrompts.com

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

  • Midjourney Prompt Generator

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

  • PromptLayer

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

  • Promptextend

    AI elaborate prompt generator from a small seed prompt.

  • Thomas IO

    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.