About Quills.ai
Quills.ai is a no-code GenAI platform. Business users such as pricing analysts and procurement teams connect it to their data sources and ask questions in plain language, instead of waiting for a technical team to write queries.
The company is bootstrapped. It is currently part of an Antler cohort.
The problem
A new category with no budget to explain it
Buyers did not yet have a line item for natural-language data tools. A bootstrapped company could not buy awareness, so every channel had to earn attention.
Direct outreach produced some responses, not a business
Targeted outreach got replies, but selling one company at a time was too slow for a small team to reach scale.
Each client needed setup and data connections
Getting value from Quills means connecting it to a client's data. A small team cannot do that for every customer directly.
What we did
01Absolute lead generation and marketing from day one
We treated the first phase as pure demand creation: positioning, target lists and a steady marketing calendar.
- Positioning for business users, not data engineers
- Target lists by role and data stack
02Run multiple webinars
Webinars showed the product working on real questions and gave outreach a useful reason to start a conversation.
- Live demonstrations of plain-language data queries
- Recordings reused in follow-up
03Send very targeted outreach
Outreach went to narrow segments of data and business leaders, and we tracked who replied and why.
- Small, specific segments
- Response analysis by segment
04Pivot to system integrators
The responses showed that direct selling would be slow. We repositioned Quills as a tool system integrators cross-sell to their existing clients.
- SI-focused positioning and outreach
- Quills deployed inside SI client engagements
05Price per client instance
The commercial model charges per instance. Five SIs with three clients each means fifteen client instances, so revenue grows with the partners' client base.
- Pricing that rewards partners for each client added
- A clear model for the 1 to 10 stage




