Software Alternatives, Accelerators & Startups

Castlytics.app VS TranscriptFetch

Compare Castlytics.app VS TranscriptFetch and see what are their differences

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Castlytics.app logo Castlytics.app

Castlytics is a multi-signal attribution platform designed to measure the true ROI of creator-led marketing

TranscriptFetch logo TranscriptFetch

Video & web data API for AI: transcripts from YouTube, TikTok, Instagram, plus any page as clean Markdown. Falls back to AI transcription when captions are missing. Built for RAG and agents.
Not present
  • TranscriptFetch Home
    Home //
    2026-08-01
  • TranscriptFetch Dashboard
    Dashboard //
    2026-08-01

TranscriptFetch is one API for getting text out of video and web content.

Send a URL from YouTube, TikTok, Instagram, X or Facebook and get back clean, timestamped text. Send any web page and get clean Markdown. One endpoint, one response shape, one API key.

The part that actually matters

Most short-form video has no caption track to download. TikTok's auto-captions are opt-in per upload, Instagram never publishes a downloadable track, and a large share of captions on both platforms are burned into the video frames where no parser can read them.

When there is no caption track, TranscriptFetch transcribes the audio instead. Same endpoint, same response, so your code never branches on which method produced the text.

What you get back

  • A joined text field for feeding a model or a search index
  • A segments array with per-cue start times and durations, so subtitles and jump-to-moment links are a formatting step rather than another integration
  • Consistent output whether the text came from captions or speech recognition

Built for pipelines and agents

  • MCP server so Claude, Cursor and other MCP clients can fetch transcripts as a tool mid-conversation
  • Python and JavaScript SDKs
  • Batch endpoint for up to 50 videos in a single call
  • Channel, playlist and keyword-search endpoints for ingesting at scale

Pricing

100 free credits on signup, no card required. One credit per successful response. Failed, blocked and empty results are never charged, which matters on short-form video where a meaningful share of any batch is music with no speech in it.

TranscriptFetch

$ Details
freemium $5.0 / Monthly (Basic, 500 credits)
Release Date
2026 May
Startup details
Country
United States
State
Texas
Founder(s)
Chandler Casey
Employees
1 - 9

Castlytics.app features and specs

  • Podcast Analytics Focus
    Castlytics.app is purpose-built for podcast analytics, offering specialized metrics and insights tailored specifically for podcasters and podcast networks, rather than being a generic analytics tool.
  • User-Friendly Dashboard
    The platform provides a clean, intuitive dashboard that makes it easy for podcasters to understand their audience data and performance metrics without needing advanced technical knowledge.
  • Audience Insights
    Castlytics offers detailed audience demographic and behavioral data, helping podcasters understand who their listeners are, where they're located, and how they engage with content.
  • Episode-Level Analytics
    The tool provides granular episode-level performance tracking, allowing creators to see which episodes resonate most with their audience and identify content trends over time.
  • Growth Tracking
    Castlytics helps podcasters monitor subscriber and listener growth trends, making it easier to measure the impact of marketing efforts and content strategy changes.

Possible disadvantages of Castlytics.app

  • Limited Public Information
    Castlytics.app has limited publicly available information about its full feature set, pricing tiers, and capabilities, which can make it difficult for potential users to evaluate the tool before committing.
  • Niche Market Tool
    As a specialized podcast analytics platform, it may not be suitable for creators who need a broader content analytics solution that spans multiple media formats beyond podcasting.
  • Potential Integration Limitations
    The platform may have limited integrations with all podcast hosting providers and distribution platforms, potentially requiring manual data imports or leaving gaps in analytics coverage.
  • Smaller User Community
    Compared to more established analytics platforms, Castlytics has a smaller user community, which means fewer community resources, tutorials, and peer support options are available.
  • Unclear Pricing Structure
    The pricing model and plan details are not prominently communicated, making it challenging for podcasters on a budget to determine if the tool fits within their financial constraints before signing up.

TranscriptFetch features and specs

  • Fast Transcript Retrieval
    TranscriptFetch is designed to quickly extract transcripts from YouTube videos, saving users time compared to manually transcribing content.
  • Simple Interface
    The tool typically offers a straightforward, user-friendly interface where users can paste a video link and receive a transcript without complicated steps.
  • Useful for Content Repurposing
    Transcripts can be used to create blog posts, subtitles, summaries, or social media content, making it valuable for content creators and marketers.
  • Time-Saving for Research
    Researchers and students can use transcripts to quickly review video content without watching the entire video, improving efficiency.
  • Accessibility Support
    Providing text versions of video content can help make information more accessible to people with hearing impairments or those who prefer reading.

Analysis of Castlytics.app

Overall verdict

  • Castlytics.app appears to be a niche analytics tool, likely aimed at podcasters or content creators wanting to track performance metrics, but without verified independent reviews, extensive user feedback, or a long track record, it's difficult to fully vouch for its reliability, accuracy, or long-term viability.

Why this product is good

  • Likely offers analytics dashboards tailored to podcast or content performance tracking
  • May provide simpler, more affordable alternative to larger analytics platforms
  • Could offer niche-specific insights not found in generic analytics tools
  • Newer tools sometimes iterate faster based on user feedback

Recommended for

  • Podcasters or content creators seeking budget-friendly analytics
  • Users wanting a specialized tool rather than broad enterprise analytics platforms
  • Early adopters comfortable testing newer or less-established software
  • Small teams or individual creators with straightforward tracking needs

Category Popularity

0-100% (relative to Castlytics.app and TranscriptFetch)
Marketing
100 100%
0% 0
AI
0 0%
100% 100
Advertising
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Castlytics.app and TranscriptFetch.

What makes your product unique?

TranscriptFetch's answer:

Most short-form video has no caption track to download. TikTokโ€™s auto-captions are opt-in per upload, Instagram never publishes a downloadable track, and many captions on both are burned into the video frames where no parser can read them. TranscriptFetch transcribes the audio when no caption track exists, on the same endpoint, with the same response shape. Your code never branches on which method produced the text. It also covers YouTube, TikTok, Instagram, X and Facebook plus any web page as clean Markdown, so a pipeline spanning several sources is one integration rather than five.

Why should a person choose your product over its competitors?

TranscriptFetch's answer:

Three reasons. Coverage: one API key and one response shape across five video platforms and the open web, instead of stitching together a library per platform. Reliability: requests run through rotating infrastructure, so code that works locally keeps working from a server, which is where most open-source approaches break. Billing that matches reality: one credit per successful response, with failed, blocked and empty results never charged. That last point matters on short-form video, where a meaningful share of any batch is music with no speech in it. There is also an MCP server, so AI agents can fetch transcripts as a tool without a custom integration.

How would you describe the primary audience of your product?

TranscriptFetch's answer:

Developers and technical teams building on video and web content. The common cases are RAG and retrieval pipelines that need video as text, AI agents that need to read a link mid-conversation, content teams repurposing short-form video at scale, and media monitoring and research tools. It is an API first, so the buyer is usually the person writing the integration rather than an end user. The free browser tools exist for one-off transcripts and for evaluating output quality before writing any code.

What's the story behind your product?

TranscriptFetch's answer:

It started with discovering there is no good way to get the text of a video. YouTubeโ€™s official Data API will confirm a caption track exists and then refuse to hand it over, because captions.download requires the video ownerโ€™s OAuth token. The popular open-source libraries work until you deploy them, at which point platforms start refusing datacenter IPs. And YouTube is the easy case: TikTok and Instagram publish no caption file at all. Every workaround solved one platform, worked locally, and broke in production. TranscriptFetch is the version that handles the failure cases as first-class behaviour rather than edge cases.

Which are the primary technologies used for building your product?

TranscriptFetch's answer:

Next.js with TypeScript and Tailwind on the front end and API layer, Clerk for auth with SHA-256 hashed API keys, Neon Postgres with Drizzle ORM, Redis for caching, and Stripe for billing. The extraction layer is a Python and FastAPI service. Speech-to-text uses Whisper-class models. The MCP server is published in the official Model Context Protocol registry with a DNS-verified namespace.

User comments

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What are some alternatives?

When comparing Castlytics.app and TranscriptFetch, you can also consider the following products

PodScribeIO - Simplify Consuming and Recalling Podcast Knowledge

SocialFetch.dev - Social media scraping API for public profiles, posts, comments, videos, transcripts, and metrics from TikTok, Instagram, YouTube, X, LinkedIn, and more. Pay-as-you-go credits, 100 free to start.