Products

Unstract

AI-nativeMCP

Payroll processing, live in days. Not quarters.

unstract.com Source★ 2,534AGPL-3.0Business Operations / Document Generation & Approvals

AI Benchmark
Desktop
Mobile
Monthly visits
69.6K
Up36.2%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$499/mo
Higher than 96% of peersNiche median $21.59/mo
Creators
Naren
@narenism· 497 followersCo-created with constantinum
Launched
2y ago
2024-03-27 · Est.

Traffic

Monthly visitsData through Sep 2026 · Oct 2026 pending
Events12 changes

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Show HN (2 pts)Launch

    LLMWhisperer – Prepare complex documents for LLMs — Hey HN! Over the last few months, we’ve seen many tools here trying to tackle the problem of making complex, unstructured documents ready…

    May 9, 2024 · 2y agoLaunch page

  • Launched on Show HN (12 pts)Launch

    LLMWhisperer – Prep complex documents ready for use in LLMs — Hey HN! Over the last few months, we’ve seen many tools here trying to tackle the problem of making complex, unstructured documents ready…

    Apr 10, 2024 · 2y agoLaunch page

  • Launched on Show HN (5 pts)Launch

    Unstract – AGPL, LLM-powered Fivetran/Twilio for unstructured docs — Hello HN! One of the most common uses of LLMs is to go beyond what traditional RPA or IDP can do when it comes to structuring unstructured…

    Apr 1, 2024 · 2y agoLaunch page

  • Launched on Show HN (25 pts · 1 comments)Launch

    Unstract(AGPL) – Launch LLM-powered APIs to structure unstructured docs — Hello HN! One of the most common uses of LLMs is to go beyond what traditional RPA or IDP can do when it comes to structuring unstructured…

    Mar 27, 2024 · 2y agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2024-03-27Source
Post excerpt:
Hello HN! One of the most common uses of LLMs is to go beyond what traditional RPA or IDP can do when it comes to structuring unstructured documents. However, there are a lot of challenges in getting this done right from extraction of text data from PDFs, scanned images or other formats, prompt engineering, evaluation and integration with existing systems. T
Show HN
2024-04-01Source
Post excerpt:
Hello HN! One of the most common uses of LLMs is to go beyond what traditional RPA or IDP can do when it comes to structuring unstructured documents. However, there are a lot of challenges in getting this done right from extraction of text data from PDFs, scanned images or other formats, prompt engineering, evaluation and integration with existing systems. T
Show HN
2024-04-10Source
Post excerpt:
Hey HN! Over the last few months, we’ve seen many tools here trying to tackle the problem of making complex, unstructured documents ready for LLMs. The complexity primarily includes parsing highly complex documents in terms of format, layout, design, complex tables, checkboxes, etc, with high accuracy and reliability. LLMWhisperer is our take on the problem.
Show HN
2024-05-09Source
Post excerpt:
Hey HN! Over the last few months, we’ve seen many tools here trying to tackle the problem of making complex, unstructured documents ready for LLMs. The complexity primarily includes parsing highly complex documents in terms of format, layout, design, complex tables, checkboxes, etc, with high accuracy and reliability. LLMWhisperer is our take on the problem.

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-11-06
GitHub Stars
★ 2,534
Forks
344
License
AGPL-3.0
Primary language
Go

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Organic Search45%
  • Direct31%
  • Referrals11%
  • Social8%
  • Other5%

Countries

  • United States19%
  • India10%
  • Spain7%
  • Morocco5%
  • Russia4%

Search

Domain authority —Domain registered 2023-08-08

KeywordMonthly volume
unstract830
llmwhisperer300
best ocr via api150
docling competitors130
pdf scrapper100

Traffic data: Vaneform

Pricing

Flow
Contact sales
Starter
$499/mo
Growth
$2,249/mo
Billed annually $1874/mo-17%
Enterprise
Contact sales
Starter
$416/mo (billed annually)
Growth
$1,874/mo (billed annually)
Enterprise
Contact sales
Native Text
$1 / 1000 pages
Low Cost
$5 / 1000 pages
High Quality
$10 / 1000 pages
High Quality + Form/Table
$15 / 1000 pages

Trial: The 14-day Document Studio trial · 4 paid tiers ($416–$2249) · Up to 17% off annually · Enterprise custom tier · Observed 2026-11-03 · Pricing page

Entry price $499/mo, Higher than 96% of peers; “Document Generation & Approvals” median is $21.59/mo.View pricing benchmark

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 13d ago

    Homepage headline (H1) changed to “Any process, live in days. Not quarters.”Positioning

    The platform purpose-built for LLM-powered unstructured data extraction→Any process, live in days. Not quarters.

  2. Nov 1 · 13d ago

    Removed technology: Hello BarFeatures

    Hello Bar→—

  3. Nov 1 · 13d ago

    Adopted technology: LightboxFeatures

    —→Lightbox

  4. Nov 1 · 13d ago

    Adopted technology: LiveIntentFeatures

    —→LiveIntent

  5. Nov 1 · 13d ago

    Removed technology: Matomo AnalyticsFeatures

    Matomo Analytics→—

  6. Nov 1 · 13d ago

    Adopted technology: Microsoft AdvertisingFeatures

    —→Microsoft Advertising

Design

First-screen visual analysis & :root CSS

Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“Loan processing, live in days. Not quarters.”

Headline Over Large Product Shot hero structure paired with book demo / contact sales CTA and no explicit trust bar.

Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Book Demo / Contact Sales

Palette · click to copy

5-D design score6.9 / 10
Typography
7.0
Color & Contrast
7.0
Layout & Spacing
7.0
Craft & Polish
7.0
Distinctiveness
6.0

Structure

Fonts
Plus Jakarta Sans / IBM Plex Mono
Primary visual
Product UI Screenshot / Component
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Small Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome (with Enterprise Clean)

Monochrome palette with a single accent color, hairline dividers, and generous whitespace.

## Design Tokens

```css
:root {
  --background: #fcfcfa;
  --surface: #f6f3f0;
  --foreground: #35251f;
  --muted-foreground: #85838a;
  --accent: #ff6b35;
  --radius: 4px;
  --font-heading: "Plus Jakarta Sans", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Plus Jakarta Sans", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "IBM Plex Mono", ui-monospace, monospace;
}
```

Color area ratio: Background #FCFCFA (~72%) · Surface #F6F3F0 (~17%) · Text #35251F (~6%) · Muted Text #85838A (~2%) · Accent #FF6B35 (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Headline Over Large Product Shot
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Small Radius; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Book Demo / Contact Sales
- Headline hook: Outcome & Speed Promise
- Hero components: Large Hero Product Shot
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with book demo / contact sales CTA and no explicit trust bar.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

## Avoid

- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much does Unstract cost?
Flow: Contact sales; Starter: $499/mo; Growth: $2,249/mo (annual billing available); Enterprise: Contact sales; Starter: $416/mo (billed annually); Growth: $1,874/mo (billed annually); Enterprise: Contact sales; Native Text: $1 / 1000 pages; Low Cost: $5 / 1000 pages; High Quality: $10 / 1000 pages; High Quality + Form/Table: $15 / 1000 pages. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Unstract get?
Vaneform estimates 69.6K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Unstract and what platforms does it support?
Unstract is catalogued under Document Generation & Approvals: Payroll processing, live in days. Not quarters.. Supported platforms: MCP Server, CLI / SDK, API.
Is Unstract open source?
Unstract has a public repository (https://github.com/Zipstack/unstract) under the AGPL-3.0 license, recording 2,534 GitHub stars.Source

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