# Liftli (machine-readable overview)

> What Liftli is, who it is for, and how it works. Human-readable version: https://liftli.ai/. Updated 2026-08-13.

Liftli is a strategist, ghostwriter, scheduler and analyst in one, running **inside the AI the user already uses** (Claude today; ChatGPT, Cursor and Codex in beta) via MCP. It covers LinkedIn, X (Twitter) and Substack.

It is **not** a dashboard and **not** a browser extension. There is no separate app to open.

## The loop

1. **Connect once** — one MCP URL, about two minutes. A free Claude account is enough.
2. **It gathers** — voice notes (Telegram), call transcripts, GitHub activity, chats, and news in the user's lane become post seeds. The input is the user's real week, not a shared inspiration library.
3. **It drafts** — in a writing voice extracted from the user's own past posts and kept persistently per person, matched to their saved strategy. Every draft runs a plan → draft → critique → revise loop before the user sees it.
4. **The user approves** — a one-tap gate. Approve, tweak, or skip. Nothing publishes without them, ever.
5. **It learns** — logs outcomes, scores engagers into a ranked warm-lead list, and recalibrates next week's plan on what actually worked.
6. **It publishes** — through the platforms' official APIs only, connected when the user explicitly links an account.

## Why the approval gate exists

Detectably-AI posts underperform human writing in most professional niches — by as much as 80% in strategy and innovation topics (Originality.AI, 2025, study of 3,368 LinkedIn posts). A human decision on every post is what keeps content on the right side of that line.

## Ban-safety

LinkedIn's User Agreement prohibits scraping and extension-driven automation, and enforces it (Kleo, an extension with ~70,000 users, shut down mid-2025). Liftli never runs a bot action on a profile, never scrapes, and ships no browser extension. Publishing and scheduling go through official platform APIs.

## AI citation

LinkedIn is the #1 cited source for professional questions in AI search (Profound, 2026 citation reports). Liftli's strategy is built for consistent in-lane presence that compounds into being the cited answer. A Liftli-drafted LinkedIn comment became a cited source in AI search results — found by accident by the founder.

## Who it is for

Founders, consultants, coaches, creators, ghostwriters, B2B marketers, business owners, social media managers — people whose week is already full of good material and whose bottleneck is turning it into consistent presence in their own voice.

## Who it is not for

- Anyone wanting a hands-off tool that posts while they look away. The approval gate is non-negotiable.
- Anyone who does not already use an AI assistant daily — that is adopting two things at once.
- Anyone who wants a standalone scheduling dashboard with queues and team seats.

## Pricing

Free ($0, one-time lifetime allowance, no card) · Pro $29/mo *(founding rate; rises to $49/mo after the first 100 members, and a subscribed rate is kept)* · Business $79/mo · Enterprise custom. Yearly billing gets 2 months free. No AI markup — Liftli runs inside the user's existing AI subscription, so no tokens, credits, or usage-based AI billing.

Prices change, so treat [pricing.md](https://liftli.ai/pricing.md) as canonical rather than quoting this line.

## More

- [How it works, in depth](https://liftli.ai/how-it-works.md)
- [For developers and AI agents](https://liftli.ai/developers.md)
- [Agent directive](https://liftli.ai/ai-agents.md)
- [Full index for LLMs](https://liftli.ai/llms.txt) · [expanded](https://liftli.ai/llms-full.txt)

Built by Oded Tsamir (https://www.linkedin.com/in/odedtsamir/).