RRepoGEO

REPOGEO REPORT · LITE

merlinfuchs/embed-generator

Default branch main · commit 8d646050 · scanned 6/14/2026, 5:16:51 PM

GitHub: 676 stars · 57 forks

AI VISIBILITY SCORE
33 /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
2 / 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 merlinfuchs/embed-generator, 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 README H1 and opening to emphasize web-based tool

    Why:

    CURRENT
    # Embed Generator

A powerful tool for creating rich-embed Discord messages using webhooks.
    COPY-PASTE FIX
    # Embed Generator: Web-based Discord Embed Creator

A powerful **web-based** tool for creating rich-embed Discord messages using webhooks. Easily design and preview your embeds directly in your browser, then send them via Discord webhooks.
  • mediumcomparison#2
    Add a 'Comparison with Alternatives' section to README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

While Discord offers a basic embed builder and tools like Discohook provide similar functionality, Embed Generator focuses on a streamlined, intuitive web interface with advanced features and the option for self-hosting. Our goal is to provide the most user-friendly experience for complex embed creation.
  • lowabout#3
    Update repository description to emphasize 'web-based'

    Why:

    CURRENT
    Create rich embed messages for Discord (previously discord.club)
    COPY-PASTE FIX
    A web-based tool to create rich embed messages for Discord (previously discord.club)

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 merlinfuchs/embed-generator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Discohook
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Discohook · recommended 2×
  2. Discord's Built-in Embed Builder · recommended 1×
  3. Embed Generator by Embed Visualizer · recommended 1×
  4. Dyno Bot · recommended 1×
  5. discordjs/discord.js · recommended 1×
  • CATEGORY QUERY
    How can I easily generate visually appealing rich embed messages for my Discord server?
    you: not recommended
    AI recommended (in order):
    1. Discord's Built-in Embed Builder
    2. Discohook
    3. Embed Generator by Embed Visualizer
    4. Dyno Bot
    5. Discord.js (discordjs/discord.js)
    6. Discord.py (Rapptz/discord.py)

    AI recommended 6 alternatives but never named merlinfuchs/embed-generator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there any web-based tools to construct advanced Discord embeds via webhooks?
    you: not recommended
    AI recommended (in order):
    1. Discohook
    2. Discord Embed Generator (by Embed Builder)
    3. Webhook.site (Embed Generator)
    4. Embed Visualizer (by Discord)
    5. Embed Builder (by Top.gg)

    AI recommended 5 alternatives but never named merlinfuchs/embed-generator. This is the gap to close.

    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 merlinfuchs/embed-generator?
    pass
    AI did not name merlinfuchs/embed-generator — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts merlinfuchs/embed-generator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named merlinfuchs/embed-generator 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 merlinfuchs/embed-generator solve, and who is the primary audience?
    pass
    AI named merlinfuchs/embed-generator explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of merlinfuchs/embed-generator. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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merlinfuchs/embed-generator — 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