RRepoGEO

REPOGEO REPORT · LITE

WebAssembly/binaryen

Default branch main · commit c82a630d · scanned 5/20/2026, 3:32:31 PM

GitHub: 8,464 stars · 858 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)

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

AI VISIBILITY SCORE
83 /100
Healthy
Category recall
2 / 2
Avg rank #2.5 when recommended
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 WebAssembly/binaryen, 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
  • highhomepage#1
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    Add the official project homepage URL (e.g., a specific page on webassembly.org or a dedicated project site).
  • mediumtopics#2
    Expand repository topics to include core strengths

    Why:

    CURRENT
    c-plus-plus, compilers, emscripten, hacktoberfest, webassembly
    COPY-PASTE FIX
    c-plus-plus, compilers, emscripten, hacktoberfest, webassembly, wasm-optimization, intermediate-representation, toolchain-library
  • lowreadme#3
    Slightly rephrase README opening to highlight optimization

    Why:

    CURRENT
    Binaryen is a compiler and toolchain infrastructure library for WebAssembly, written in C++. It aims to make [compiling to WebAssembly] **easy, fast, and effective**:
    COPY-PASTE FIX
    Binaryen is a C++ compiler and toolchain infrastructure library for WebAssembly, designed to make compiling to WebAssembly **easy, fast, and effective**. It excels at **WebAssembly-specific optimizations** (like wasm minification) that general-purpose compilers often miss.

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
2 / 2
100% of queries surface WebAssembly/binaryen
Avg rank
#2.5
Lower is better. #1 = top recommendation.
Share of voice
15%
Of all named tools, what % are you?
Top rival
Wasm-pack
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Wasm-pack · recommended 1×
  2. Wasm-tools · recommended 1×
  3. Wizer · recommended 1×
  4. Twiggy · recommended 1×
  5. Emscripten's `emcc` · recommended 1×
  • CATEGORY QUERY
    What's a good library to optimize WebAssembly modules for size and speed?
    you: #1
    AI recommended (in order):
    1. Binaryen ← you
    2. Wasm-pack
    3. Wasm-tools
    4. Wizer
    5. Twiggy
    6. Emscripten's `emcc`
    Show full AI answer
  • CATEGORY QUERY
    Seeking a C++ toolchain for efficient WebAssembly compilation and post-processing.
    you: #4
    AI recommended (in order):
    1. Emscripten (emscripten-core/emscripten)
    2. Clang/LLVM
    3. WASI SDK
    4. Binaryen (WebAssembly/binaryen) ← you
    5. Wasmtime (bytecodealliance/wasmtime)
    6. Wasmer (wasmerio/wasmer)
    7. WebAssembly Binary Toolkit (WABT) (WebAssembly/wabt)
    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 WebAssembly/binaryen?
    pass
    AI named WebAssembly/binaryen explicitly

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

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

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

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WebAssembly/binaryen — 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