RRepoGEO

REPOGEO REPORT · LITE

ash-project/ash

Default branch main · commit 2c81aff2 · scanned 6/24/2026, 12:11:46 PM

GitHub: 2,430 stars · 397 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 ash-project/ash, 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
  • highlicense#1
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the appropriate license text (e.g., MIT, Apache-2.0, etc.) to ensure legal clarity and proper open-source attribution.
  • highreadme#2
    Reposition the README's opening paragraph to highlight core value

    Why:

    CURRENT
    Welcome! Here you will find everything you need to know to get started with and use Ash. This documentation is best viewed on hexdocs.
    COPY-PASTE FIX
    Ash Framework is a declarative, resource-oriented framework for Elixir that simplifies and accelerates the development of robust, data-intensive applications by automating common patterns. It provides a powerful DSL to define resources, actions, and relationships, making it an ideal choice for building extensible Elixir services.
  • mediumtopics#3
    Add more descriptive topics to the repository

    Why:

    CURRENT
    ["ash", "dsl", "elixir", "framework"]
    COPY-PASTE FIX
    ["ash", "dsl", "elixir", "framework", "declarative", "application-development", "resource-oriented", "backend", "services"]

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 ash-project/ash
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ash Framework
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ash Framework · recommended 2×
  2. Phoenix Framework · recommended 2×
  3. Nerves · recommended 2×
  4. Phoenix LiveView · recommended 1×
  5. Ecto · recommended 1×
  • CATEGORY QUERY
    What are the best declarative application frameworks for building Elixir services?
    you: not recommended
    AI recommended (in order):
    1. Phoenix LiveView
    2. Ash Framework
    3. Phoenix Framework
    4. Ecto
    5. Absinthe
    6. Nerves

    AI recommended 6 alternatives but never named ash-project/ash. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an extensible Elixir framework to build robust applications with a DSL.
    you: not recommended
    AI recommended (in order):
    1. Phoenix Framework
    2. Nerves
    3. Broadway
    4. Ash Framework
    5. Plug

    AI recommended 5 alternatives but never named ash-project/ash. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 ash-project/ash?
    pass
    AI named ash-project/ash explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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