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Opportunity brief · Nov 1, 2026

Sortbase

Easily organize and transfer AI chats across ChatGPT, Claude, Gemini & Grok – cross-platform folders, search, and a prompt library.

Revenue$416–2kEstimated
OpportunityNot scoredThe revenue range is wider than 3×, too uncertain to rank an opportunity on.
1–2★ ratingsnot publishedcomplaints from Dec 2025–May 2026, almost all in the last 24 months
Build difficultyMediumFragile third-party integrations with LLM web apps and frequent platform changes; low regulation, payments, hardware, network effects.

The pitch, and what the numbers say

Sortbase – One AI Workspace for ChatGPT, Claude, Gemini & Grok — Workflow · https://sortbase.ai

Estimated revenue: active users × paid conversion × monthly price; every input is 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 · 50% of complaints read

Claude.ai slows or stuck loading chat history; ChatGPT folder adds fail with 'Chat not imported yet'; re-import and support fail.

“this extension is slowing down the llm experience in claude.ai it doesn't load at all. stuck in a state of:Loading your chat history, please wait..., thats very bad”
+ 2 more complaint clusters, 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

3 buyer threads in the same market in the last 30 days, with links and excerpts in the full brief.

Get the full Sortbase 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 1, 2026. Corrections: corrections.

Open the full x-ray →