Lettertrace
AI-nativeLettertrace measures how often Claude, ChatGPT, and Gemini mention your company.
lettertrace.com SourceMarketing / AI Search Visibility (GEO/AEO)
- Monthly visits
- <5K
- Oct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- Free
- No monthly subscription pricing
- Launched
- 3mo ago
- 2026-08-12 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotions- source: https://www.producthunt.com/leaderboard/daily/2026/11/13 回复原帖 @fmerian: @getgalaxyio for context
@fmerian · 2026-11-14 · 0 likes · 0 reposts · 55 views
Lettertrace launched on Show HN (8 pts)Launch
Self-hosted monitoring for AI recommendations (MIT License)
Aug 15 · 3mo agoSource
At the time: <5K visits/mo1 concurrent moveLettertrace launched on Product HuntLaunch
Track your AI visibility for free (using your own API keys!)
Aug 12 · 3mo agoSource
At the time: <5K visits/mo1 concurrent move
Open Source & Agent Ecosystem
- GitHub Stars
- Public repo
- Forks
- 1
- License
- See repository
- Primary language
- —
Agent, MCP & Developer Integration
CLI / SDKTraffic sources
Traffic breakdown
Channels
- Direct29%
- Organic Search25%
- Referrals12%
- Display Ads10%
- Other24%
Countries
No data yet
Search
Domain authority —Domain registered 2025-06-26
| Keyword | Monthly volume |
|---|---|
| lettertrace ai visibility | 70 |
Traffic data: Vaneform
Pricing
Website does not list public plan prices.
Trial: None · Observed 2026-10-27 · Source page
Pages & changes
Key pages
Weekly snapshotsOfficial blog & changelog
Recent articles & product updatesWhy AI Visibility Tracking Needs Scheduled Queries, Not One-Off Checks
AI visibility tracking needs queries run on a schedule because one answer cannot show whether a brand is gaining or losing ground. Tracking visibility, reputation, and position against competitors over time shows how a brand’s standing is c
What GEO Tools Actually Do vs What They Claim
GEO tools promise to improve how brands appear in AI answers. Most deliver monitoring, and the quality of that monitoring varies sharply. Lettertrace is a strong fit for teams that want continuous, inspectable measurement. The buying test i
Claude vs Gemini vs ChatGPT — Which Mentions Your Brand Most
Which of Claude, Gemini, or ChatGPT mentions your brand most depends on your category, your content footprint, and the sources each engine trusts. There is no universal winner. Checking the engines over time with a tool such as Lettertrace
What Generative Engine Optimization Actually Means
Generative Engine Optimization takes a brand beyond a ranked search result by making it part of an AI-generated answer. That difference defines the discipline. Real GEO makes information easy to retrieve, trust, and synthesize, then measure
Changes
No pricing, plan, or positioning changes detected since tracking started.
Design
Gradient Glow (Dark canvas, balanced 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
“Track your AI visibility, for free.”
Headline Over Large Product Shot hero structure paired with start free / sign up CTA and stacked avatars & testimonials.
Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Start Free / Sign Up · Trust bar: Stacked Avatars & Testimonials
- Pain Relief & Replacement
- Large Hero Product Shot
- Metrics Strip
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 8.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 8.0
- Distinctiveness
- 7.0
Structure
- Fonts
- Cormorant Garamond / DM Sans / IBM Plex Mono
- Hero layout
- Headline Over Large Product Shot
- Primary visual
- Product UI Screenshot / Component
- Conversion CTA
- Start Free / Sign Up
- Social proof
- Stacked Avatars & Testimonials
- Navigation
- Full-Width Top Bar
- Theme & density
- Dark · Balanced
- 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: Gradient Glow (with Editorial)
Luminous radial glows and translucent glass panels, widely used across modern AI products.
## Design Tokens
```css
:root {
--background: #141310;
--surface: #24221d;
--foreground: #f3f0ea;
--muted-foreground: #b7b2aa;
--accent: #eba58b;
--radius: 4px;
--font-heading: "Cormorant Garamond", ui-sans-serif, system-ui, sans-serif;
--font-body: "DM Sans", ui-sans-serif, system-ui, sans-serif;
--font-mono: "IBM Plex Mono", ui-monospace, monospace;
}
```
Color area ratio: Background #141310 (~58%) · Surface #24221D (~17%) · Text #F3F0EA (~6%) · Muted Text #B7B2AA (~4%) · Accent #EBA58B (~15%). 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: Dark · Balanced
- Border radius & elevation: Small Radius; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up · Trust bar uses Stacked Avatars & Testimonials
- Headline hook: Pain Relief & Replacement
- Hero components: Large Hero Product Shot, Metrics Strip
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with start free / sign up CTA and stacked avatars & testimonials.
- Visual summary: Gradient Glow (Dark canvas, balanced density) featuring headline over large product shot layout and product ui screenshot / component visuals.
## Avoid
- Muddy low-contrast text over gradients
- Overuse of full-screen rainbow backgrounds
- Cluttered dense tables in the hero
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 website traffic does Lettertrace get?
- Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Lettertrace and what platforms does it support?
- Lettertrace is catalogued under AI Search Visibility (GEO/AEO): Lettertrace measures how often Claude, ChatGPT, and Gemini mention your company.. Supported platforms: CLI / SDK.
- Is Lettertrace open source?
- Lettertrace has a public repository (https://github.com/letterstory/lettertrace) with its source repository published.Source
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