PromptQL
For teams: PromptQL replaces scattered AI chats with shared multiplayer threads connected to your databases so knowledge compounds and context stays accessible.
Built by Tanmai Gopal · Artificial Intelligence · Productivity · SaaS · Freemium
In category: #74 of 1985 · Artificial Intelligence
PromptQL is a Product Hunt listing on Launch Llama with 469 total upvotes, founded by Tanmai Gopal who joined in Jul 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
469upvotes
Community score
Tanmai Gopal (Joined Jul 2026)
Founder
Compared against 6 alternatives
Market comparison
Launched on Launch Llama Jul 28, 2026 · #13 of 67 that day
About
Stop splitting team knowledge between Slack and everyone's private AI chats. PromptQL is multiplayer AI for teams: think Claude or ChatGPT in shared threads. Tag teammates to review, correct, and refine answers without losing the reasoning. Connect databases, SaaS apps, coding agents, and events. PromptQL captures tribal knowledge and suggests shared-brain updates so context compounds. Scopes and multi-user permissions keep the right context accessible to the right people.
Launch Llama's Take
Based on Launch Llama data as of
PromptQL has 469 upvotes, including the votes it received on Product Hunt, which ranks it #74 of 1,985 Artificial Intelligence tools on Launch Llama by upvotes, in the top 10%. It has been listed on Launch Llama since July 2026. No Launch Llama members have upvoted it yet and it has no reviews yet.
PromptQL is multiplayer AI for teams, offering Claude or ChatGPT style answers in shared threads where teammates can review and refine outputs together. Switch places AI agents inside existing Slack, Teams, and Discord channels, while PromptQL runs shared threads where teammates tag each other to review answers.
Key Features
- Connect to databases and APIs to access data sources
- Run continuously without manual intervention required
- Create and update documents, dashboards, and spreadsheets
- Tag team members to review and refine bot outputs together
- Maintain shared context and knowledge across team conversations
Use Cases
- Data teams managing quality and consistency across multiple data sources and dashboards
- Engineering teams investigating production incidents and alert spikes
- Product teams creating and iterating on specifications with cross-functional input
- Finance teams reconciling metrics across billing, CRM and warehouse systems
Who it is for
- Data and analytics teams working with shared databases and dashboards
- Engineering teams reviewing specs, migrations and API decisions together
- Finance and leadership teams preparing board decks and metrics reviews
Pricing
Free to start. Team plan costs $40 per user per month. Enterprise dedicated infrastructure starts at $1,000 per month.
FAQ
What is a bot, exactly?
An AI coworker you spin up for one thing: the pipeline that broke, the API migration, the dashboard nobody trusts. It starts generic and becomes yours as you use it. What it learns, what it makes and what you told it all stay with it.
Can my teammates review the same work?
Yes. Invite them into the same bot. They see the same work, correct the assumptions they know are wrong, and the bot keeps going.
What can it see?
Only the data and integrations available to the person who triggered it. A teammate's credentials don't become yours. In a shared bot, everyone who can see the bot can see what it shares, so use a private bot for sensitive work. How that works →
Whose permissions does a bot use?
A bot has no access of its own. Each time it acts, it borrows the permissions of the person who asked: the data, apps and files that person can already reach, nothing more. If you ask it for a report, it can only pull from what you can see. If a colleague asks the same bot next, it switches to what they can see. So a shared bot is not a side door. You can't ask it to fetch something a teammate can see and you can't, and neither can they. Access is decided by your organisation's permissions, not by who happens to be in the chat. One thing to keep in mind: whatever a bot says in a shared chat is visible to everyone in that chat. If the question is sensitive, ask it in a private bot and share the result.
Where does it run?
On its own computer, with its own browser, around the clock. Nothing is installed on your phone or laptop, and it keeps working when you close the app.
Can I work on a sensitive investigation privately?
Yes. Start a private bot for the investigation and share only the reviewed findings with the wider team.
Founder Guides
Alternatives
PolyFor teams: Poly lets you steer AI agents together in a shared room so everyone sees prompts, diffs, and credits transparently.
Promptly AIFor AI users: Promptly AI engineers your prompts and exports conversations across services so you get better results from every AI tool.Featured in
- The 15 Best SaaS Tools in 2026 (Compared) — ranked #9
Ask AI about PromptQL