AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

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2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

AM
Catalog evaluation

Developer tools

AI/ML API

AI/ML API provides developers with a unified API for chat, reasoning, image, video, audio, voice, search, and other AI models. Its OpenAI- and Anthropic-compatible interfaces, playground, and MCP server let teams test models and integrate them into applications under usage-based billing.

APIModel RoutingModel Context ProtocolOpenAI CompatibilityServerless Inference
Review
AA
Catalog evaluation

Image generators

ArtSmart AI

ArtSmart AI is an image-generation platform for creating and editing visuals from text and image prompts. Its paid plans include credits for text-to-image, image-to-image, inpainting, outpainting, upscaling, background removal, pose control, and API access.

Text-to-imageImage-to-imageInpaintingImage upscalingPose control
Review
BF
Catalog evaluation

Image generators

Black Forest Labs

Black Forest Labs develops the FLUX family of image generation and editing models. Customers can experiment in a browser playground, integrate models through a production API, or run selected open-weight models on their own infrastructure.

Text-to-imageImage editingAPIOpen weightsFLUX
Review
CA
Catalog evaluation

Audio generators

CassetteAI

CassetteAI provides generative audio models for music and sound effects through a metered API and live playground. Developers can prompt its models to create stereo WAV music tracks or short, loopable sound effects for games, creator applications, and real-time audio workflows.

Music GenerationSound EffectsAudio APIEdge InferenceJavaScript
Review
CH
Catalog evaluation

AI chatbots

ChatFast

ChatFast builds customer support and research agents from a company’s website, documents, and other approved sources. Its agents provide cited answers, identify when knowledge is missing, capture lead details, and hand difficult conversations to a team member.

Website chatbotKnowledge baseSource citationsLead captureHuman handoff
Review
CO
Catalog evaluation

Game development

Convai

Convai provides tools and APIs for creating interactive AI characters for games, virtual worlds, training simulations, and other immersive experiences. Teams can define character behavior and knowledge, test voice or text interactions, then deploy avatars through no-code experiences, SDKs, plugins, or APIs.

AI charactersUnityUnreal EngineVirtual realityAvatar creation
Review
EX
Catalog evaluation

Sales automation

Exie

Exie is an e-commerce-focused assistant for Instagram Direct Messages. Businesses train it with text or spreadsheet data, then use it to answer customer questions, warm contacts, and convert conversations into leads without building bot flows or writing code.

InstagramDirect messagesE-commerceLead generationCustomer support
Review
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
FD
Catalog evaluation

Spreadsheet tools

Formula.dog

Formula.dog turns plain-English spreadsheet requests into formulas for Excel and Google Sheets. The solo-run utility also produces VBA snippets, regex helpers, and basic Airtable and Notion formulas, with five free requests each day and paid packs or unlimited monthly access.

ExcelGoogle SheetsVBARegexAirtable
Review
GE
Catalog evaluation

Video generators

Genmo

Genmo is a research lab building open video-generation models. Its Mochi 1 text-to-video model can be tried in a hosted playground or run and customized through its open-source repository, with options for local use and ComfyUI workflows.

Text-to-videoOpen sourceVideo modelsPlaygroundComfyUI
Review
KA
Catalog evaluation

Developer tools

KIE.ai

KIE.ai provides a unified API for video, image, audio, and language models from multiple providers. Developers can test models in a playground, use consistent request flows and webhooks, manage usage through credits, and access model-specific integration documentation.

Model APIsImage generationVideo generationAudio generationLarge language models
Review
NA
Catalog evaluation

Image generators

NanoBanana API

NanoBanana API provides developer APIs and a browser playground for generating and editing images. It offers standard, Pro, and Nano Banana 2 model options for fast generation, advanced edits, character consistency, and higher-resolution output, with credit-based usage.

Image generation APIImage editing4K outputCharacter consistencyAPI callbacks
Review
SI
Catalog evaluation

Video APIs

Sieve

Sieve provides APIs for developers and enterprises building video features at scale. Its platform supports audiovisual search and understanding, video translation and dubbing, lip sync, autocropping, and content-editing workflows, with Python and REST API integration for submitting and monitoring media-processing jobs.

Video dubbingLip syncVideo searchVideo editingREST API
Review
SU
Catalog evaluation

Developer tools

Superflows

Superflows helps SaaS product teams add an AI assistant to their software without building the underlying system in-house. It connects to product APIs and documentation so users can ask analytics questions, receive product guidance, and prepare actions within an embedded chat interface.

SaaSAPI integrationOpenAPIAnalyticsOpen source
Review
TW
Catalog evaluation

Video intelligence

TwelveLabs

TwelveLabs provides APIs, SDKs, and a web playground for indexing, searching, analyzing, and segmenting video. Its video-native models let teams retrieve moments with natural-language or multimodal queries and generate structured analysis from video libraries.

Video searchMultimodal AIVideo analysisAPISDKs
Review
AI
Discontinued record

AI writing assistants

AIssistify

AIssistify is an AI-powered content-generation service with more than 50 writing tools for marketing and sales work. Its current public site lists tools for ad copy, social posts, SEO content, email, summaries, and buyer personas, plus chat, documents, and image generation.

HubSpotContent generationSEOSocial mediaEmail writing
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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