# eisonAI — Make structure visible

> Make structure visible (iPhone/iPad app by 伟才 黄.)

- Source: https://appshunter.io/ios/app/eisonai/id6484502399 (this page in markdown: same URL + `.md`)
- Developer: [伟才 黄](https://appshunter.io/developer/1313606730)
- Category: Utilities
- Price: Free with in-app purchases (on sale, was $5.99)
- Age rating: 4+
- Requires: iOS 18.0 · 73 MB
- Languages: American English
- Released: 2025-09-30
- Data updated: 2026-08-25
- User reviews in markdown: https://appshunter.io/ios/app/eisonai/id6484502399/reviews.md

## What is eisonAI?

eisonAI

Read less linearly. Think more deliberately.

Most writing is organized around how ideas were written, not how they are best understood.

Paragraphs follow the author’s discovery order.
Key assumptions appear late.
Important transitions go unmarked.

As a reader, your effort shifts:
from judging ideas → to staying oriented.

eisonAI is designed to fix that structural problem.

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What eisonAI does

eisonAI helps you see structure while you read, without rewriting the original text or replacing your judgment.

It works directly on real-world content — long articles, essays, research notes — and makes the moments where meaning actually forms structurally visible.

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Cognitive Index™

Structure, not summary

Instead of summarizing or rewriting, eisonAI highlights the parts of a text where:
- decisions are made
- assumptions are introduced
- arguments turn

You can scan ideas at a glance, then choose where to slow down and think.

Reading stays yours.
Understanding becomes deliberate.

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Designed for long-form reading
- Handle long documents (up to 15,000 tokens)
- No need to pre-segment or manually clean content
- Stable performance on real, messy texts

eisonAI is built for actual reading, not demo examples.

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Works where you already read
- Safari Extension: see structure directly on the page
- No copy-paste workflows
- No context switching

Reading happens where it always has — eisonAI works alongside it.

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Local-first by design
- On-device processing
- Privacy-first architecture
- Sensitive content stays private

Your reading data remains under your control.

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Library & organization
- Save what matters
- Tag and revisit ideas
- Build a personal reading library that reflects how you think, not just what you saved

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CloudKit sync
- Keep your library in sync across devices via iCloud
- Seamless continuity between iPhone, iPad, and Mac

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Open source, auditable

Trust code, not promises.
Core components are open source and inspectable.

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No subscriptions

One-time lifetime access.
Restore anytime.

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Who eisonAI is for
- Readers who think while they read
- Writers who care about argument structure
- Researchers working with long texts
- Anyone tired of “AI summaries” that think for them

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Who it’s not for
- If you want instant summaries without thinking
- If you want AI to replace your judgment

eisonAI does not decide for you.
It reveals structure so you can.

## Pricing and in-app purchases

Base price: Free.

**One-time purchases**

| Purchase | Price | Type |
| --- | --- | --- |
| Lifetime Access | $14.99 | one-time |



## Version history (last 5 releases)

### 2.11 — 2026-08-20

## 2.11

### Fixed
- Restored Markdown headings, lists, and paragraph layout in Library detail views.

### Removed
- Removed the nonfunctional system text-rendering bypass and restored unified Textual Markdown rendering.

### 2.9 — 2026-04-29

## 2.9

- Fixed Safari Extension not being fully restored from v2.8
- Safari Extension now automatically falls back to BYOK model when encountering errors with Auto Apple Intelligence

### 2.8 — 2026-04-28

## 2.8

### Fixes
- Fixed recommended model files failing to load correctly
- Fixed progress reporting for model downloads
- Fixed Safari Extension styles being incorrectly cleared and long-form pipeline issues

### 2.7 — 2026-04-22

## 2.7

What's New

- You can now customize downloading of local models.

Bug Fixes

- Improved selection in the detail page; text copying now works properly.

Removed

- Removed MLC-LLM solution.
- Removed Qwen 3 0.6b from Safari Extension.

### 2.6 — 2026-01-16

New Features
- The share function now supports text input.
- The share function can now automatically open the App after sharing is complete (can be disabled in settings).
- Added a system translation feature that automatically translates prompts, improving language guidance.

Fixes
- The share function now correctly prioritizes URLs.
- Auto strategy update: Switches to BYOK for content over 1792 tokens.
- Local: Chunk size is now fixed at 1792.

Local: Qwen3 0.6b q4
- Now automatically cleans up unnecessary "Think" tags.
- Optimized mlc-llm config: Qwen3 0.6b now performs better on iPhone 15 Pro / iPad Pro m4.
- Input content is now sanitized to prevent misleading the model.

Removed
- Removed the option to select Tokenizer calculation methods.

## More apps by 伟才 黄

- [每日聖經故事](https://appshunter.io/ios/app/id1313606731)
- [aDict - Dictionary lookup](https://appshunter.io/ios/app/adict-dictionary-lookup/id1483402597)
- [uSpace](https://appshunter.io/ios/app/uspace/id1559410346)
- [Weapons.Lights](https://appshunter.io/ios/app/weaponslights/id1576100605)

All apps by 伟才 黄: https://appshunter.io/developer/1313606730

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-25.*
