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GhostCut
AI Tool Scorecard

GhostCut

An AI video editing platform that combines subtitle removal, generation, translation, and AI dubbing with batch processing and API access for newsrooms and content creators.

FreemiumAI Video Editorjollytoday.com/home
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Published on Jul 6, 2026

Benchmarks

How GhostCut scores on agent readiness and AI visibility AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

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Decision summary

Content creators, news organizations, and video editors

Video localization and subtitle management

Best for

  • Newsrooms requiring rapid subtitle generation and translation
  • Content creators localizing videos for international audiences across YouTube, TikTok, and Bilibili
  • Editors repurposing footage by removing original subtitles and logos

Watch out for

  • No independent accuracy benchmarks available in vendor documentation
  • Full feature pricing requires visiting website; not fully transparent in available materials
  • Voice cloning capability lacks technical depth in source documentation

Overview

GhostCut is an AI Video Editor platform that combines subtitle removal, generation, translation, and AI dubbing into a single workflow. The tool addresses a specific pain point for newsrooms and content creators: the need to clean, repurpose, and localize video footage at scale without manual frame-by-frame editing.

Core Capabilities

GhostCut's subtitle removal engine targets built-in original subtitles, logos, and timestamps embedded in news clips and documentary footage. According to the vendor's documentation, the AI reconstructs scenes behind removed elements rather than simply blurring them — a distinction that matters for broadcast-quality output. The removal system supports automatic detection across dozens of languages, including Chinese, English, Japanese, Korean, and French.

On the generation side, GhostCut employs dual ASR (automatic speech recognition) and OCR (optical character recognition) pipelines to extract both spoken dialogue and on-screen text. The system outputs SRT files with timestamps and claims support for over 100 languages. The vendor states that the ASR handles complex audio conditions — fast speech, multiple speakers, and background noise — though no independent benchmark data is provided.

Translation and Dubbing

Video translation extends beyond subtitle swapping. GhostCut's workflow removes original subtitles, translates the source dialogue, generates new SRT files in the target language, and optionally produces AI-dubbed audio with what the vendor describes as lip-sync alignment. The documentation names over 40 target languages for translation. A user testimonial featured in the vendor's materials describes using GhostCut to translate Turkish historical documentary content into Arabic, noting that the AI dubbing style matched the documentary tone.

Production Features

Batch processing supports up to 100 files simultaneously, with format coverage including MP4, AVI, and MOV. An API is available for integration into automated pipelines, and GhostCut also publishes an AI agent skill — a prompt-based integration that allows compatible AI agents to invoke video translation, subtitle removal, and dubbing functions programmatically.

Access Model

GhostCut offers free trial credits and a free subtitle translation tier that the documentation describes as free for members without stated limits on upload, translation, editing, or download. Paid plans start around $0.06 per minute for the Basic tier, with a Pro option that unlocks subtitle erasure, advanced AI translation, voice cloning, batch processing, API access, additional cloud storage, and priority support.

What's Missing

The source documentation is entirely vendor-produced. No independent accuracy benchmarks, latency measurements, or third-party reviews are included. Voice cloning is listed as a feature but receives minimal technical description. Data retention and privacy practices are not addressed in the available materials.

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Score anatomy

The dimensions behind the editorial score, each with its judgment note. AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

Information quality

All evidence is vendor-sourced. Documentation describes features and workflows but includes no independent accuracy benchmarks, third-party reviews, or verifiable performance data. Testimonials are vendor-curated.

4.8
Verify

The source pack consists entirely of official homepage, API reference, developer guides, and documentation pages from jollytoday.com. No external validation, benchmark results, or independent review content is present.

Ease of use

Web-based platform with free tier, batch uploads, SRT/VTT import/export, and an AI agent skill suggest accessible workflows. A built-in subtitle editor allows pre-export review. No UX walkthrough or onboarding detail is available to assess the learning curve.

7.2
Contextual

Documentation describes web-based upload, subtitle editor for review, SRT/VTT import/export, batch processing interface, and AI agent skill installation via a single prompt.

Feature depth

Strong feature breadth across removal, generation, translation, and dubbing with 100+ languages. Voice cloning and scene reconstruction are claimed but lack technical specification. Dual ASR/OCR pipeline is a meaningful differentiator for mixed-media content.

7.6
Contextual

Documented capabilities include subtitle removal with scene reconstruction, dual ASR/OCR generation for 100+ languages, translation with dubbing and lip-sync for 40+ languages, voice cloning (Pro plan), batch processing up to 100 files, and API/agent integration.

Workflow fit

Well-targeted at news organizations needing rapid turnaround and content creators managing multi-platform, multi-language distribution. Batch processing and API support integration into existing production pipelines. AI agent skill is a forward-looking integration point.

7.0
Contextual

Documentation explicitly targets news organizations, TV stations, and YouTube/TikTok/Bilibili creators. Batch processing, API, and AI agent skill are described as pipeline integration points. A user testimonial describes documentary translation workflow.

Reliability

No uptime guarantees, latency data, throughput metrics, or error-rate information is available. ASR accuracy under noise and multi-speaker conditions is claimed but unverified. Subtitle removal quality across varying video types is not independently assessed.

4.4
Verify

Vendor documentation claims high accuracy with noise and interference reduction for ASR/OCR, and describes scene reconstruction for subtitle removal, but provides no quantitative reliability data or independent verification.

Value

Free subtitle translation tier lowers the barrier to entry significantly. The approximately $0.06/min Basic pricing is competitive within the AI video tool market, but full-feature Pro pricing is opaque and requires visiting the website for current details.

6.4
Verify

Free subtitle translation tier covers upload, translation, editing, and download without stated limits. Paid plans start around $0.06/min (Basic) with a Pro option for advanced features including subtitle erasure, voice cloning, batch, API, and priority support.

Scores indicate documented product strength, not a hands-on guarantee.

Agent Readiness

How well an agent can understand this product and reconstruct a documented workflow from its official information.

Automated agent-readiness assessment of https://jollytoday.com/home/: 9 of 22 checks verified across 3 fetched pages. No substantial machine interface is documented — agents can understand and cite the product but not operate it. Absent: api_reference, response_examples, error_documentation, rate_limits, version_information, changelog.

Readiness dimensions

DimensionScore
Documentation quality50
Execution verifiability35
Machine interface10
Project clarity75
Resource discoverability100
Workflow completeness93

What helps agents

  • docs: verified during this run
  • llms txt: verified during this run
  • sitemap: verified during this run
  • quickstart: verified during this run
  • authentication: verified during this run
  • request examples: verified during this run

Where agents are blocked

  • No api reference signal matched across 3 fetched pages.
  • No response examples signal matched across 3 fetched pages.
  • No error documentation signal matched across 3 fetched pages.
  • No rate limits signal matched across 3 fetched pages.
  • No version information signal matched across 3 fetched pages.
  • No changelog signal matched across 3 fetched pages.

Evidence check

Public claims about this tool, each tagged with a verification status and its cited source.

subtitle-removal/remove-news-clips-subtitles5
jollytoday.comVerifiedChecked Jul 15, 2026

GhostCut provides AI-powered removal of built-in original subtitles, logos, and timestamps from video footage.

GhostCut supports batch processing of up to 100 video files simultaneously for subtitle removal, generation, and translation workflows.

GhostCut offers free trial credits with paid plans starting around $0.06 per minute for the Basic tier and a Pro option with advanced features.

GhostCut's AI reconstructs video scenes behind removed subtitle elements rather than applying simple blurring.

GhostCut supports automatic detection and removal of subtitles across dozens of languages including Chinese, English, Japanese, Korean, and French.

https://jollytoday.com/subtitle-removal/remove-news-clips-subtitles/
GhostCut API | Video Translation, Subtitle Removal, Dubbing & Skill3
jollytoday.comVerifiedChecked Aug 30, 2026

An API documentation surface is reachable at https://jollytoday.com/api.

Agent tooling artifacts observed: named slash-command skills (≥2 distinct) documented on https://jollytoday.com/api.

Agent-native positioning with a concrete operational path: "The API page provides a concrete operational path for agents, including a specific skill installation command and repository link, not just claims.".

https://jollytoday.com/api
subtitle-generator/generate-subtitles-for-news-clips-video3
jollytoday.comVerifiedChecked Jul 15, 2026

GhostCut generates subtitles using dual ASR and OCR pipelines, supporting over 100 languages with automatic SRT timestamp generation.

GhostCut supports batch processing of up to 100 video files simultaneously for subtitle removal, generation, and translation workflows.

GhostCut supports import and export of SRT and VTT subtitle file formats.

https://jollytoday.com/subtitle-generator/generate-subtitles-for-news-clips-video/
video-translator/translate-news-clips-video-to-arabic3
jollytoday.comVerifiedChecked Jul 15, 2026

GhostCut translates videos by removing original subtitles, generating translated SRT files, and producing AI-dubbed audio with lip-sync for 40+ target languages.

GhostCut offers voice cloning as part of its AI dubbing feature set.

GhostCut targets content creators on YouTube, TikTok, and Bilibili for multi-language video distribution.

https://jollytoday.com/video-translator/translate-news-clips-video-to-arabic/
subtitle-translator2
jollytoday.comVerifiedChecked Jul 15, 2026

GhostCut provides a free subtitle translation tier for members covering upload, translation, editing, and download without stated limits.

GhostCut supports import and export of SRT and VTT subtitle file formats.

https://jollytoday.com/subtitle-translator/
GhostCut: AI Subtitle Generation, Removal, Translation & Dubbing1
jollytoday.comVerifiedChecked Aug 30, 2026

The entry page was fetched and analyzed for machine-interface signals (title, headings, developer links, keyword probes).

https://jollytoday.com/home/
https://jollytoday.com/llms.txt1
jollytoday.comVerifiedChecked Aug 30, 2026

llms.txt is published at the site root and readable.

https://jollytoday.com/llms.txt
https://jollytoday.com/sitemap.xml1
jollytoday.comVerifiedChecked Aug 30, 2026

sitemap.xml is reachable and lists site pages.

https://jollytoday.com/sitemap.xml
GhostCut: AI Subtitle Generation, Removal, Translation & Dubbing1
jollytoday.comVerifiedChecked Aug 30, 2026

A documentation surface is reachable at https://jollytoday.com/docs.

https://jollytoday.com/docs
api1
jollytoday.comVerifiedChecked Jul 15, 2026

GhostCut provides a REST API and an AI agent skill for programmatic integration of video translation, subtitle removal, and dubbing into automated pipelines.

https://jollytoday.com/api/

Decision desk

The questions most worth resolving before you rely on the product or visit its official site.

GhostCut supports over 100 languages for subtitle generation via dual ASR/OCR pipelines, and 40+ languages for video translation with AI dubbing. Supported languages for subtitle removal include Chinese, English, Japanese, Korean, French, and dozens more with automatic detection.

Yes. GhostCut offers a free subtitle translation tier for members that covers upload, translation, editing, and download without stated limits. Free trial credits are also available, with referral bonuses for additional credits.

Yes. GhostCut supports batch processing of up to 100 video files simultaneously for subtitle removal, generation, and translation, supporting formats including MP4, AVI, and MOV.

Yes. GhostCut provides a REST API for programmatic integration into automated video processing pipelines. An AI agent skill is also available for teams using agent-based orchestration tools.

Yes. GhostCut's AI removes built-in original subtitles, logos, and timestamps from video footage, reconstructing the scene behind removed elements. It supports automatic detection across dozens of languages and various platform subtitle styles.

Verify on official site

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