RRepoGEO

REPOGEO REPORT · LITE

bytecodealliance/wasm-micro-runtime

Default branch main · commit 5aebe728 · scanned 5/22/2026, 6:51:32 AM

GitHub: 5,944 stars · 803 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
28 /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
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 bytecodealliance/wasm-micro-runtime, 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 project homepage URL

    Why:

    COPY-PASTE FIX
    https://[YOUR_PROJECT_HOMEPAGE_URL]
  • highreadme#2
    Reposition README's opening paragraph to highlight embedded/IoT niche

    Why:

    CURRENT
    WebAssembly Micro Runtime (WAMR) is a lightweight standalone WebAssembly (Wasm) runtime with small footprint, high performance and highly configurable features for applications cross from embedded, IoT, edge to Trusted Execution Environment (TEE), smart contract, cloud native and so on.
    COPY-PASTE FIX
    WebAssembly Micro Runtime (WAMR) is a **lightweight, high-performance WebAssembly (Wasm) runtime specifically optimized for resource-constrained embedded devices, IoT, and edge computing.** It offers a small footprint and highly configurable features, making it ideal for applications requiring secure execution in environments like Trusted Execution Environments (TEE) and smart contracts, where general-purpose runtimes are often too heavy.
  • mediumreadme#3
    Add a "Key Features & Differentiators" section to the README

    Why:

    COPY-PASTE FIX
    ## Key Features & Differentiators

WAMR stands out as a WebAssembly runtime due to its:

*   **Micro Footprint:** Designed for minimal resource consumption, perfect for embedded and IoT devices.
*   **High Performance:** Supports multiple execution modes including interpreter, Ahead-of-Time (AOT) compilation, and Just-in-Time (JIT) compilation (Fast JIT, LLVM JIT, and dynamic tier-up).
*   **Highly Configurable:** Adaptable to various application needs and hardware constraints.
*   **Targeted for Secure Environments:** Ideal for Trusted Execution Environments (TEE), smart contracts, and other security-sensitive applications.
*   **WASI Support:** Includes `iwasm` for WASI and command-line interface, enabling broader application compatibility.
*   **Bytecode Alliance Project:** Backed by the Bytecode Alliance, ensuring robust development and community support.

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 bytecodealliance/wasm-micro-runtime
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Wasmtime
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Wasmtime · recommended 2×
  2. Wasmer · recommended 2×
  3. WAVM · recommended 2×
  4. wasm3 · recommended 1×
  5. MicroWasm · recommended 1×
  • CATEGORY QUERY
    What is a good lightweight WebAssembly runtime for embedded systems or IoT devices?
    you: not recommended
    AI recommended (in order):
    1. Wasmtime
    2. Wasmer
    3. WAVM
    4. wasm3
    5. MicroWasm

    AI recommended 5 alternatives but never named bytecodealliance/wasm-micro-runtime. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a performant WebAssembly runtime with AOT or JIT compilation for secure environments.
    you: not recommended
    AI recommended (in order):
    1. Wasmtime
    2. Wasmer
    3. WAVM
    4. Lucet
    5. WAMR

    AI recommended 5 alternatives but never named bytecodealliance/wasm-micro-runtime. 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 bytecodealliance/wasm-micro-runtime?
    pass
    AI did not name bytecodealliance/wasm-micro-runtime — 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 bytecodealliance/wasm-micro-runtime in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bytecodealliance/wasm-micro-runtime 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 bytecodealliance/wasm-micro-runtime solve, and who is the primary audience?
    pass
    AI named bytecodealliance/wasm-micro-runtime explicitly

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

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bytecodealliance/wasm-micro-runtime — 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