Payroll processing, live in days. Not quarters.
unstract.com Source★ 2,534AGPL-3.0Business Operations / Document Generation & Approvals
- 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
- Launched
- 2y ago
- 2024-03-27 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsLaunched 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- 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
- 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
- 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.
- 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 Stars
- ★ 2,534
- Forks
- 344
- License
- AGPL-3.0
- Primary language
- Go
- Ecosystem & integrations:
- Google DriveDropboxSnowflakeBigQueryPostgresSQL ServerQuickBooksXeroNetSuiteSalesforce
- Exposed tool capabilities:
- Document ParsingDocument-to-ERP EntryClaims processingUnderwritingClaims triageCommission payout
Traffic sources
Traffic breakdown
Channels
- Organic Search45%
- Direct31%
- Referrals11%
- Social8%
- Other5%
Countries
- United States19%
- India10%
- Spain7%
- Morocco5%
- Russia4%
Search
Domain authority —Domain registered 2023-08-08
| Keyword | Monthly volume |
|---|---|
| unstract | 830 |
| llmwhisperer | 300 |
| best ocr via api | 150 |
| docling competitors | 130 |
| pdf scrapper | 100 |
Traffic data: Vaneform
Pricing
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
Key pages
Weekly snapshots- Homeunstract.com/
- Pricingunstract.com/pricing/ Snapshot 2026-11-03
- Featuresunstract.com/document-studio/ Snapshot 2026-11-03
Changes
Design
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
- Outcome & Speed Promise
- Large Hero Product Shot
Palette · click to copy
- 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
- Hero layout
- Headline Over Large Product Shot
- Primary visual
- Product UI Screenshot / Component
- Conversion CTA
- Book Demo / Contact Sales
- 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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