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HardSaaSFrontierClear niche and buyerAI model/API accessPayments via Stripe
Verified

Video Transcript API for LLM Pipelines

Video & web data API for LLM, RAG, and agent pipelines. Fetch transcripts from YouTube, TikTok, Instagram, X & Facebook, search videos, enumerate chan…

In plain English

Chandler built TranscriptFetch for people whose programs and AI helpers need the words from videos and web pages. It fetches the spoken text from YouTube, TikTok, Instagram, X, and Facebook, searches videos, lists channels and playlists, and turns a web page into clean writing with the times kept beside the words. Builders pay because gathering that text by hand does not fit how a helper works. The AI does most of the fetching and the organizing, and taking payment is handled too. Chandler still checks quality, keeps the instructions clear, and deals with odd cases.

Automation85%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$185 MRR

~$185 MRR; $205 verified revenue last 30 days (TrustMRR/Stripe, Oct 28, 2026)

DifficultyHard
SourceTrustMRR - TranscriptFetch ↗

Operator: Chandler

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Not disclosed.

The tool stack

Stripe ↗
2.9% + 30¢ per charge

Payments

 Anthropic API ↗
Pay per token

LLM / agents

 Next.js ↗
Free (open source)

Web app framework

Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.

Step-by-step setup

  1. Ship an API or tool developers and agents call directly.
  2. Great docs, SDKs and MCP/CLI access.
  3. Usage-based or tiered pricing.
  4. Grow via developer communities and integrations.

What's automated vs. the human 15%

The machine does

  • Core AI generation/analysis
  • Billing and onboarding

You still do

  • Product quality and support
  • Distribution and marketing
  • Compliance and edge cases

Overview

Video & web data API for LLM, RAG, and agent pipelines. Fetch transcripts from YouTube, TikTok, Instagram, X & Facebook, search videos, enumerate channels and playlists, and scrape any web page to Markdown - all as clean, timestamped JSON. Includes an MCP server for Claude, ChatGPT & Cursor.

Operator: Chandler. Category on TrustMRR: Developer Tools. Founded: 2026-06-02. Website: https://transcriptfetch.com/

Estimated split: about 85% of the work automated, 15% human.

Realistic income

TrustMRR (checked Oct 28, 2026) shows about $185 MRR and $205 in Stripe-verified revenue over the last 30 days, $381 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.

Risks

  • Platform dependency on upstream models/tools.
  • Support burden from technical users.
  • Startup cost and time to first dollar are not disclosed.

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.

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