mrrlens
Sign in
Opportunity brief · Nov 5, 2026

Compose AI

Accelerate your writing with AI

RevenueNo price in the listingNo price listed
OpportunityNot scoredAn opportunity needs a revenue figure of at least $1k a month.
1–2★ ratingsnot publishedcomplaints from Dec 2025–Jun 2026, almost all in the last 24 months
Build difficultyMediumMain factors: LLM API integration, Gmail/LinkedIn browser permissions, and reliable prompt/instruction handling.

The pitch, and what the numbers say

Compose AI: AI-powered Writing Tool — Communication · https://compose.ai

No revenue figure: see why on the full x-ray.

Why users leave

The free diagnosis shows the top complaint. The full brief has every cluster, the build ideas and the buyers.

Bugs/Reliability · 20% of complaints read

Extension ignores explicit negative instructions and inserts unwanted text, reportedly affecting users in most writing attempts.

“when you tell it to fricking NOT say it. It says it. It's like it's hard-coded into the extension, and this is why I'm screwed almost 60% of the time.”
+ 1 more complaint cluster, with verbatim quotes — in the full brief

What a challenger would build

3 build ideas, each answering a complaint above — in the full brief

Closest alternatives

Who is buying right now

No public buyer thread in the same market in the last 30 days. The scanner runs every 15 minutes.

Get the full Compose AI brief

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

How to read this

Sources: the product's public listing and reviews, its published price, and public forum threads. Revenue is an estimate unless marked verified by the founder; the formula and its inputs are on the full x-ray. Complaints are grouped by a language model and each quote is a verbatim excerpt, linked to the original review. Build difficulty is a model's reading of the listing and the complaints, not a measurement. Figures are a snapshot of Nov 5, 2026. Corrections: corrections.

Open the full x-ray →