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Chrome extensionwhat they say

Youtube Transcript AI Summary

Generate YouTube transcript summaries with OpenAI, Google Gemini, or Anthropic Claude.

★★★★☆4.2 (79) · 20k+ users
Free
Website ↗ Chrome Web Store ↗
what mrrlens sees
MRR · Freemium · upsell unknownPrice not published
Opportunity—
Buyer threads · 30 d0
“not working, undefined summary.”
#1 complaint · Bugs/Reliability · 80% of complaints read · analysed Oct 30, 2026 · source

01Revenue

Price not publishedFreemium · upsell unknown
Why there is no estimate

Youtube Transcript AI Summary has a paid tier, but the listing publishes no price. Without one, any revenue figure would rest on a guessed price, so MRRLens shows none and leaves revenue out of its opportunity score.

Exploratory math, not an estimate: if it charged a typical price for its marketplace, active users × paid conversion × monthly price would give $500–2k a month. Assumptions: active users: 20k; 0.5%–2.5% of active users pay; no public price: assumed $5.00/month, typical for this marketplace. Methodology.

Store data from the Chrome Web Store listing, refreshed daily. Updated 1 d ago.

02Why users leave Youtube Transcript AI Summary

Bugs/Reliability4 reviews · 80%

Extension returns undefined summaries; Gemini API 404 model-not-found errors break summary chunks, so core transcript summarization fails.

“not working, undefined summary.” source ↗
1 more complaint, with verbatim quotesIncluded in the day pass and Pro.
Unlock

Sample: 5 recent complaints (1–3★ reviews) · clustered Oct 30, 2026 · complaints from Oct 2025–Aug 2026, almost all in the last 24 months · each review labelled by a model, quotes verbatim

03How to build a better Youtube Transcript AI Summary

Build difficultyMediumThird-party LLM API integration and Chrome Web Store privacy/approval compliance; no hardware or payments.
Three build ideas that answer these complaintsIncluded in the day pass and Pro.
Unlock

04Who wants a better Youtube Transcript AI Summary

0 buyer threads in the last 30 days name Youtube Transcript AI Summary, and 2 more are in the same market.

05Questions about Youtube Transcript AI Summary

How much revenue does Youtube Transcript AI Summary make?

MRRLens shows no revenue figure for Youtube Transcript AI Summary. It sells a paid tier but does not publish the price, and an estimate built on an assumed price would be a guess. The exploratory math is on the page, labelled as such.

What do users complain about most in Youtube Transcript AI Summary?

Across 5 recent complaints, the most common is bugs/reliability (80%). Extension returns undefined summaries; Gemini API 404 model-not-found errors break summary chunks, so core transcript summarization fails.

What are the best Youtube Transcript AI Summary alternatives?

The closest alternatives MRRLens found are YouTube Summary with ChatGPT & Claude, YouTube Summary with AI and YouTube Summary & ChatGPT by Glasp. The full list, with why users leave, is on the Youtube Transcript AI Summary alternatives page.

How many people use Youtube Transcript AI Summary?

Youtube Transcript AI Summary lists 20k+ users on the Chrome Web Store, rated 4.2 (79).

See the full x-ray of Youtube Transcript AI Summary

Full 1-star breakdown with verbatim quotes, the build blueprint and every live thread — on every product.