RRepoGEO

REPOGEO REPORT · LITE

denoland/clawpatrol

Default branch main · commit 1add2dd4 · scanned 6/10/2026, 5:41:52 AM

GitHub: 667 stars · 28 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 denoland/clawpatrol, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 and first sentence to clarify general-purpose security role

    Why:

    CURRENT
    # clawpatrol

The security firewall for agents.

Claw Patrol sits between your agents and prod, parses their traffic at the wire, and gates each action against rules you write in HCL.
    COPY-PASTE FIX
    # clawpatrol

A protocol-aware security firewall for agents, designed to sit between your agents and production systems. Claw Patrol parses traffic at the wire and gates each action against rules you write in HCL, providing granular access control for any agent-to-prod communication.
  • mediumreadme#2
    Add a 'Key Features' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Features

- **Protocol-aware traffic parsing:** Understands and inspects traffic for Kubernetes, SQL (Postgres, ClickHouse), and HTTP.
- **Granular policy enforcement:** Define rules using HCL to deny, approve, or pause actions based on wire-level facts.
- **Flexible deployment:** Deploy as a central gateway, a host-wide WireGuard tunnel, or a per-process network namespace wrapper.
- **Human approval workflows:** Integrate human review for sensitive operations like `kubectl delete pod`.
- **Real-time visibility:** Gain insights into agent-to-production interactions.

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 denoland/clawpatrol
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
HashiCorp Boundary
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. HashiCorp Boundary · recommended 2×
  2. Teleport · recommended 2×
  3. Envoy Proxy · recommended 2×
  4. Pomerium · recommended 1×
  5. Open Policy Agent · recommended 1×
  • CATEGORY QUERY
    How to secure agent-to-production traffic with granular rule-based access control?
    you: not recommended
    AI recommended (in order):
    1. HashiCorp Boundary
    2. Teleport
    3. Pomerium
    4. Open Policy Agent
    5. Envoy Proxy
    6. NGINX Plus
    7. Kong Gateway
    8. StrongDM
    9. Google Cloud Identity-Aware Proxy
    10. AWS PrivateLink
    11. Azure Private Link

    AI recommended 11 alternatives but never named denoland/clawpatrol. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to inspect and gate agent traffic for Kubernetes and database operations.
    you: not recommended
    AI recommended (in order):
    1. Cilium
    2. OPA (Open Policy Agent)
    3. Gatekeeper
    4. Envoy Proxy
    5. Istio
    6. Falco
    7. Tigera Calico
    8. HashiCorp Boundary
    9. Teleport

    AI recommended 9 alternatives but never named denoland/clawpatrol. 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 denoland/clawpatrol?
    pass
    AI did not name denoland/clawpatrol — 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 denoland/clawpatrol in production, what risks or prerequisites should they evaluate first?
    pass
    AI named denoland/clawpatrol 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 denoland/clawpatrol solve, and who is the primary audience?
    pass
    AI named denoland/clawpatrol explicitly

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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denoland/clawpatrol — RepoGEO report