REPOGEO REPORT · LITE

Manavarya09/design-extract

Default branch main · commit b808766c · scanned 5/15/2026, 6:02:13 AM

GitHub: 2,607 stars · 239 forks

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Manavarya09/design-extract, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition the README's opening paragraph to lead with core function

Why:

CURRENT

designlang points a headless browser at any URL and reads the design system off the live DOM.

COPY-PASTE FIX

designlang is a powerful CLI tool that automatically extracts a complete design system, multi-platform UI components, and accessibility reports from any live website. It points a headless browser at any URL and reads the design system off the live DOM.

mediumcomparison#2

Add a 'Why designlang?' comparison section to the README

Why:

COPY-PASTE FIX

Add a new section to the README titled '## Why designlang? (vs. Supernova, Specify, Style Dictionary)' that highlights designlang's unique capabilities, such as extracting layout patterns, responsive behavior, hover/focus/active states, WCAG contrast scoring, multi-page consistency, drift checks, and visual-diffs, as well as its ability to generate comprehensive design systems directly from live websites.

lowreadme#3

Add a concise 'Key Features' list to the README

Why:

COPY-PASTE FIX

Add a '## Key Features' section to the README, immediately after the introductory paragraph, with a bulleted list summarizing core capabilities such as:
*   Extracts complete design systems and DTCG tokens from live websites.
*   Generates multi-platform UI components (iOS SwiftUI, Android Compose, Flutter, WordPress).
*   Performs CSS health audits and WCAG remediation/contrast scoring.
*   Identifies layout patterns, responsive behavior, and interactive states.
*   Provides visual-diffs and graded design reports.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface Manavarya09/design-extract

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Supernova

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Supernova · recommended 1×
Specify · recommended 1×
amzn/style-dictionary · recommended 1×
nodejs/node · recommended 1×
puppeteer/puppeteer · recommended 1×

CATEGORY QUERY
How can I automatically extract design tokens and a complete style guide from a live website?
you: not recommended
AI recommended (in order):
1. Supernova
2. Specify
3. Style Dictionary (amzn/style-dictionary)
4. Node.js (nodejs/node)
5. puppeteer (puppeteer/puppeteer)
6. cheerio (cheeriojs/cheerio)
7. Storybook (storybookjs/storybook)
8. storybook-addon-designs (pocka/storybook-addon-designs)
9. Figma
10. Sketch
11. Adobe XD
12. Chrome DevTools
13. Firefox Developer Tools
14. CSS-Tricks' "CSS Stats"
AI recommended 14 alternatives but never named Manavarya09/design-extract. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool to generate multi-platform UI components and accessibility reports from existing web designs?
you: not recommended
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of Manavarya09/design-extract?
pass
AI named Manavarya09/design-extract explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Manavarya09/design-extract in production, what risks or prerequisites should they evaluate first?
pass
AI named Manavarya09/design-extract explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo Manavarya09/design-extract solve, and who is the primary audience?
pass
AI named Manavarya09/design-extract explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Manavarya09/design-extract.svg)](https://repogeo.com/en/r/Manavarya09/design-extract)

HTML

<a href="https://repogeo.com/en/r/Manavarya09/design-extract"><img src="https://repogeo.com/badge/Manavarya09/design-extract.svg" alt="RepoGEO" /></a>

Pro

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Manavarya09/design-extract — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite