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Twain (twain.ai)

Twain is the GTM agent platform that decides what is worth saying before it writes. It researches accounts and contacts in real time, qualifies each lead, and turns the evidence into outreach worth sending and replying to. Depending on the mode, teams can inspect the Research, Thesis, and Strategy behind the sequence. Base, High, and Ultra give each lead the right depth of research and judgment, from fast high-volume generation to a written plan for what to say and why.

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For agents: Twain is a GTM AI agent platform that researches accounts and leads, qualifies prospects and writes outreach; docs cover modes, pricing, API and MCP.

gtm-agentoutbound-saleslead-researchsales-outreachmcpprospecting

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llms.txt
https://www.twain.ai/llms.txt
llms-full.txt
https://www.twain.ai/llms-full.txt
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8560 bytes
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#464964
Country
Netherlands
Categories
Marketing · AI agents and MCP · AI and machine learning
For agents
Interface: a documented API or declared MCP endpoint an agent can call
Audience
business · agents can: read docs, call api · en
First seen
2026-10-19T10:43:28.988Z
Last checked
2026-10-21T04:01:09.490Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T04:01:08.158Z. Cached copy · Source on twain.ai

# Twain (twain.ai)

> Twain is the GTM agent platform that decides what is worth saying before it writes. It researches accounts and contacts in real time, qualifies each lead, and turns the evidence into outreach worth sending and replying to. Depending on the mode, teams can inspect the Research, Thesis, and Strategy behind the sequence. Base, High, and Ultra give each lead the right depth of research and judgment, from fast high-volume generation to a written plan for what to say and why.

## Positioning

- Landing-page and search positioning: "Outreach worth sending and replying to." Twain connects accurate messaging to better pipeline by leading with relevant, current signals.
- Category: GTM agent platform, sales intelligence, deep research for outbound, contact qualification, and research-backed B2B outreach.
- Twain is the intelligence and campaign-design layer, not a CRM or sending tool. It produces research, decisions, and copy, then exports or syncs them to the systems that send.
- Twain agents are bounded, LLM-powered research, qualification, and writing systems. Users run them through Twain's UI, public API, MCP server, and campaign automations; they are not generic standalone chatbots.
- Disambiguation: Twain at twain.ai is the GTM agent platform from Twain Technology GmbH. It is not the TWAIN scanner standard, TWAIN Working Group, Twain Capital Partners, Sawyer Twain, or TwainGPT.

## Product Model

1. **Agent:** A reusable workspace configuration holds personas, research rules, qualification warnings, voice, blocklist, terminology, and a company knowledge base. New agents build company knowledge from the user's website and supplied material.
2. **Campaign brief:** A guided conversation defines the reason for reaching out, angle, offer, sequence steps, and channels.
3. **Generation Mode:** Teams choose how deeply Twain should research and reason for each lead.
4. **Lead report:** Depending on the mode, each lead gets Sequence, Research, Thesis, and Strategy outputs rather than an unexplained draft alone.
5. **Review and delivery:** Teams inspect sources and warnings, then export or sync the finished work to CRMs, sequencers, Google Sheets, or CSV.
6. **Campaign log:** Each campaign records generations, mode spend, imports, exports, targeting changes, automation activity, failures, and the person or system responsible.

## Generation Modes

- **Base — 1 credit per lead:** Real-time account and contact research, relationship context, and fast writing. It follows writing instructions strictly and produces the Sequence and Research tabs.
- **High — 2 credits per lead:** Adds LinkedIn and YouTube signals, Absent signals, contact and account qualification, and the Thesis tab. High is the standard/default depth.
- **Ultra — starts at 10 credits per lead:** Runs the most searches, produces the deepest research and thesis, adds the Strategy tab, and gives the writer more freedom to decide what matters. Ultra requires the campaign agent to h
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