RRepoGEO

REPOGEO REPORT · LITE

openclaw/acpx

Default branch main · commit bd85a5ac · scanned 6/30/2026, 12:46:27 AM

GitHub: 2,916 stars · 285 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
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 openclaw/acpx, 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
    Clarify 'ACP' and project type in README's first sentence

    Why:

    CURRENT
    acpx is a headless CLI client for the Agent Client Protocol (ACP), so AI agents and orchestrators can talk to coding agents over a structured protocol instead of PTY scraping.
    COPY-PASTE FIX
    acpx is a headless CLI client for the *Agent Client Protocol (ACP)* (not ACPI), enabling AI agents and orchestrators to communicate over a structured protocol instead of PTY scraping.
  • mediumtopics#2
    Add more specific AI agent and CLI topics

    Why:

    CURRENT
    agentclientprotocol
    COPY-PASTE FIX
    agentclientprotocol, ai-agents, cli-tool, agent-orchestration, multi-turn-conversation
  • mediumreadme#3
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives
Unlike general-purpose AI agent CLIs such as Open Interpreter or Continue, acpx focuses specifically on providing a headless, structured command-line interface for the Agent Client Protocol (ACP). This allows for robust, multi-turn agent-to-agent communication without the fragility of PTY scraping, offering persistent and named sessions tailored for orchestrators.

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 openclaw/acpx
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
gRPC
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. gRPC · recommended 1×
  2. Apache Kafka · recommended 1×
  3. RabbitMQ · recommended 1×
  4. RESTful APIs · recommended 1×
  5. ZeroMQ · recommended 1×
  • CATEGORY QUERY
    How to enable structured communication between AI agents without relying on PTY scraping?
    you: not recommended
    AI recommended (in order):
    1. gRPC
    2. Apache Kafka
    3. RabbitMQ
    4. RESTful APIs
    5. ZeroMQ
    6. Apache Avro
    7. MQTT

    AI recommended 7 alternatives but never named openclaw/acpx. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for managing persistent, multi-turn AI agent conversations via command line interface?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter
    2. Continue
    3. Shell Genie
    4. GPT-CLI
    5. aider
    6. llama.cpp
    7. OpenAI API
    8. Anthropic API

    AI recommended 8 alternatives but never named openclaw/acpx. 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 openclaw/acpx?
    pass
    AI named openclaw/acpx explicitly

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

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

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

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openclaw/acpx — 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