- Home
- Case studies
- Case
A shared memory layer for AI teams, $2.3K in 30 days, one memory across tools
A shared memory layer keeps AI conversations, decisions, and discoveries available across tools. Its $2.3K in the last 30 days is verified through the payment provider's API by TrustMRR (Stripe), as of September 30, 2026.
What it actually sells
Nowledge Mem Team gives a team of people and agents a shared memory layer the organization owns. It carries conversations, decisions, and what agents discover across tools, including Claude, ChatGPT, and Cursor.
How it charges
The pages we read show no price, and no currency amounts appear in the material provided. The business is described as a shared memory layer for AI tools, teams, and agents, with the organization owning the memory layer.
Month by month
Monthly revenue as read from the payment provider by TrustMRR, in US dollars, as of September 30, 2026.
| Month | Revenue (USD) |
|---|---|
| 2025-10 | $688 |
| 2025-11 | $287 |
| 2025-12 | $1,159 |
| 2026-01 | $629 |
| 2026-02 | $3,147 |
| 2026-03 | $2,139 |
| 2026-04 | $1,894 |
| 2026-05 | $1,429 |
| 2026-06 | $4,228 |
| 2026-07 | $3,078 |
| 2026-08 | $3,995 |
| 2026-09 | $2,262 |
Where customers come from
The site offers a five-minute onboarding guide for new users. It also supports capture from Claude Code, Cursor, and a browser chat, with the site instructing users to finish a session and save it.
What stands out
The product keeps complete threads word for word while distilling the decisions inside them into memories users can find later. Its live wiki is derived from every source users keep, and search covers specific memories, entities, and threads.
From the official site
Claude, ChatGPT, Cursor. One memory that compounds.
Your wiki, derived live from every source you keep.
Excerpts from the official website, fetched October 1, 2026.
Where it sits in the data
Nowledge Mem's $2.3K in the last 30 days is higher than 84% of the 5,602 projects with payment-verified revenue in our dataset; the median across them is $150. Within the “Dev Tools” category (717 projects) it is higher than 87% (category median $100). Snapshot: 2026-09-02 to 2026-09-30. The dataset only covers founders who chose to publish their numbers, so it leans toward businesses that work; use it for scale, not as an average.
Currency
All figures are in US dollars as published. A rough yuan or euro conversion is not applied here because prices, taxes and acquisition costs differ by country.
Could you build something like this?
In my view, this needs real work. The buyer would be a team using multiple AI tools and needing a shared record of conversations, decisions, and agent discoveries. Distribution would need to connect with the tools where those interactions happen, including coding environments and browser chats.
The hard parts are the product work required to preserve complete threads, distill decisions, and keep memories organized. A new version would also face questions about privacy, access control, data retention, support load, and competition from other knowledge and productivity tools.
Verdict: Needs real work.
One thing to take from it
The product turns a scattered set of AI conversations and discoveries into a shared, searchable record. Its strongest idea is the combination of retaining complete threads, extracting decisions, and maintaining a live wiki from retained sources.
Sources
- Nowledge Mem official website, fetched October 1, 2026
- Nowledge Mem about page, fetched October 1, 2026
- TrustMRR: revenue verified through the payment provider's API by TrustMRR (Stripe), as of September 30, 2026
Revenue, team and start-cost figures are what the founder reported at the interview date, not current figures and not a prediction of what you will earn. Product and pricing facts come from the business's own website as checked on 30 September 2026. Method & sources · Disclosure