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.

AV
Catalog evaluation

Audio tools

A.V. Mapping

A.V. Mapping analyzes uploaded videos, photos, or YouTube links to recommend matching music and sound effects. The platform supports music discovery, licensing, project workflows, and musician distribution, with plans for creators and an API for integrating its audio-visual matching capabilities.

Music matchingVideo analysisMusic licensingSound effectsAPI
Review
BA
Catalog evaluation

Music generators

Beatoven.ai

Beatoven.ai generates customizable background music and sound effects for videos, podcasts, games, and other projects. Its maestro model accepts prompts to create audio, while the platform provides MP3 or WAV downloads and a license for using downloaded tracks with audiovisual content.

Background musicSound effectsRoyalty-free musicText-to-musicMusic generation API
Review
BA
Catalog evaluation

Music generation

Brev.ai

Brev.ai is an AI music creation platform that turns text, lyrics, and style prompts into songs. It also provides vocal removal, stem splitting, sound-effect generation, music extension, lyric generation, and MP4 lyric-video tools alongside free and paid music-generation plans.

Text to MusicSongwritingVocal RemovalSound EffectsLyrics Videos
Review
EM
Catalog evaluation

Music generation

ecrett music

ecrett music is an AI music-composition tool for creators making videos, games, podcasts, and advertisements. Users generate tracks by selecting scene, mood, and genre, then adjust the arrangement and instruments before downloading royalty-free music under an individual or business license.

Royalty-free musicVideo productionPodcastingYouTubeCommercial licensing
Review
FL
Catalog evaluation

Video generators

Fliki

Fliki is a web-based AI video generator that turns prompts, scripts, blog posts, and presentations into narrated videos. It combines visuals, music, captions, AI voiceovers, avatars, translation, and editing tools in one workspace for creators, professionals, and teams.

Text to videoAI voiceoversVoice cloningVideo translationAI avatars
Review
GA
Catalog evaluation

Image generators

getimg.ai

getimg.ai is a creative platform for generating images, videos, music, speech, and sound effects, then editing visual assets. It provides multiple models in one workspace, plus collaboration features, image and video upscaling, smart resizing, background removal, and an image and video API.

Text to ImageImage to VideoMusic GenerationBackground RemovalTeam Collaboration
Review
IA
Catalog evaluation

Image generators

Imagine Anything

Imagine Anything is a web-based content-generation platform for creating images, videos, voiceovers, sound effects, and music from natural-language prompts. It also supports reference-image editing, creator workflows, and a public gallery, with paid controls for private generation and commercial use.

Text-to-imageText-to-videoVoiceoversMusic generationImage editing
Review
KA
Catalog evaluation

Video generators

Kaiber

Kaiber combines Canvas, Beat Sync, and Editor in one creative suite. Creators can generate images, video, and audio, synchronize visual variations to music, and assemble clips into finished videos for music releases, social media, and other visual projects.

Music videosBeat synchronizationTimeline editingImage generationAudio generation
Review
LA
Catalog evaluation

Music generation

Lami AI

Lami AI generates original music from text prompts or lyrics and provides tools for AI covers, vocal removal, stem splitting, lyrics videos, and sound effects. Users can preview and download generated tracks, while paid subscriptions add credits, storage, and advanced capabilities.

Text to musicSongwritingStem separationVocal removalSound effects
Review
MU
Catalog evaluation

Music generation

Mubert

Mubert generates and licenses AI music for videos, podcasts, apps, games, and streams. Creators can generate tracks matched to a desired mood and duration, while developers can use its API for track generation and music streaming inside their own products.

Text to MusicImage to MusicMusic APIRoyalty-free MusicContent Licensing
Review
MA
Catalog evaluation

Music generators

MusicHero.ai

MusicHero.ai is an online music-generation platform that creates songs from text prompts or lyrics. It also includes vocal removal, stem splitting, lyrics videos, sound-effect generation, cover-image creation, and tools for extending generated music.

Text to MusicLyrics GenerationVocal RemovalMusic ExtensionLyrics Videos
Review
NF
Catalog evaluation

Video generators

neural frames

neural frames is an AI video platform for making music videos, animations, and text-to-video projects. It combines a frame-by-frame editor, audio-reactive effects, and an Autopilot song-to-video mode, with video upscaling available on exports.

AI music videosText-to-videoAudio-reactive visualsFrame-by-frame editing4K upscaling
Review
PL
Catalog evaluation

AI video generators

Plazmapunk

Plazmapunk turns an uploaded music track into an AI-generated music video. Artists can select a visual style, generate beat-synced visuals, and use creation modes such as a one-prompt video, scene editor, or Spotify Canvas loop.

Music videosAudio-reactive visualsScene editingVideo generationSocial media video
Review
SI
Catalog evaluation

Music generation

Singify

Singify is FineShare's AI music creation service for generating songs and music from prompts, lyrics, images, videos, or audio. It also offers AI cover generation, custom singing voices, stem separation, music extension, and downloadable songs on paid plans.

AI song generationAI coversVoice cloningStem separationMusic production
Review
SN
Catalog evaluation

Video generators

Snowpixel

Snowpixel is a generative media studio for turning prompts or source images into short videos, music, sound effects, images, and 3D object concepts. It keeps related media directions in one workspace, allowing creators to compare variants and export assets for a campaign or prototype.

Text-to-videoImage-to-videoMusic generationSound effects3D generation
Review
SI
Catalog evaluation

Music generators

SongGenerator.io

SongGenerator.io is a web-based music creation tool that turns text descriptions and lyrics into songs. It also offers vocal removal, stem splitting, lyric videos, and sound effects, with a free tier for personal projects and subscriptions for higher-quality exports and commercial use.

Text-to-musicVocal removerStem splittingLyrics generationSound effects
Review
SO
Catalog evaluation

Music generators

SOUNDRAW

SOUNDRAW is an AI music generation platform for creating royalty-free tracks for videos, podcasts, social content, games, and music releases. It offers creator and artist subscriptions, an enterprise plan, and an API for developers that need licensed music generation inside their products.

Royalty-free musicBackground musicMusic licensingStemsMusic API
Review
VA
Catalog evaluation

Voice generators

Verbatik AI

Verbatik AI is a creative generation platform for producing speech, cloned voices, avatar and other videos, images, music, sound effects, and captions. Its dashboard and APIs support content production workflows for creators, businesses, and developers.

Text to speechVoice cloningAI video generationMusic generationAPI
Review
VO
Catalog evaluation

Music generators

Vozart

Vozart is a music-creation platform that generates original tracks from prompts or lyrics. Its integrated tools also generate lyrics, extend songs, remove vocals, split stems, convert audio to MIDI, master audio, and create music videos.

Text-to-musicLyrics generationStem separationMusic extensionAudio mastering
Review
YO
Catalog evaluation

Image generators

Yodayo

Yodayo is an anime-focused creative platform for generating images, videos, music, and voices, publishing community content, and chatting with character bots in Tavern. It also offers a model hub, image presets, and LoRA training for creators who want custom visual styles.

Anime artCharacter roleplayVideo generationVoice generationLoRA training
Review
ZE
Catalog evaluation

Video generators

Zeemo

Zeemo is an all-in-one creative studio that creates images, video, audio, captions, and music. Its tools can transcribe video or audio, add and translate subtitles, resize clips for social platforms, and generate video projects.

Auto captionsVideo translationVideo transcriptionSocial media videosVideo resizing
Review
WZ
Discontinued record

Video generators

WZRD

WZRD's public site describes an AI music visualizer that turns audio into video. Its Login and Sign up links point to app.wzrd.ai, which was unreachable during verification, so the service could not be confirmed as currently usable.

Music visualizationAudio to videoNeural networks
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.

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

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