RRepoGEO

REPOGEO REPORT · LITE

aaPanel/aaWAF

Default branch main · commit d6d34307 · scanned 6/10/2026, 2:31:32 PM

GitHub: 706 stars · 133 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
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 aaPanel/aaWAF, 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
    Add a prominent English H1 and introductory paragraph to the README

    Why:

    CURRENT
    The README currently starts with a Chinese title and links, followed by an 'International version install' link.
    COPY-PASTE FIX
    Prepend the following text to the very beginning of the README:

# aaWAF: Free & Open-Source Self-Hosted Web Application Firewall

aaWAF is a powerful, open-source Web Application Firewall designed to protect your web services from common exploits like SQL injection, XSS, and DDoS attacks. It offers a high-performance, self-hosted alternative to cloud-based WAF solutions, ensuring your business is safeguarded with semantic analysis and regular expression matching.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://www.bt.cn/new/btwaf.html
  • lowreadme#3
    Create a dedicated English 'Introduction' section in the README

    Why:

    CURRENT
    The README has a small 'International version install' link, but the main description is in Chinese.
    COPY-PASTE FIX
    Create a new section in the README, for example, right after the initial English summary (from Action 1), titled '## aaWAF Introduction (English)' and provide a detailed English description of its features, performance, and protection capabilities, similar to the existing Chinese '堡塔云WAF介绍' section.

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 aaPanel/aaWAF
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ModSecurity
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ModSecurity · recommended 1×
  2. OWASP Core Rule Set (CRS) · recommended 1×
  3. Cloudflare · recommended 1×
  4. AWS Shield Advanced · recommended 1×
  5. Akamai Kona Site Defender · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source web application firewall to prevent common exploits.
    you: not recommended
    AI recommended (in order):
    1. ModSecurity
    2. OWASP Core Rule Set (CRS)

    AI recommended 2 alternatives but never named aaPanel/aaWAF. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I protect my web services from DDoS and HTTP flood attacks?
    you: not recommended
    AI recommended (in order):
    1. Cloudflare
    2. AWS Shield Advanced
    3. Akamai Kona Site Defender
    4. Google Cloud Armor
    5. Azure DDoS Protection Standard
    6. Imperva DDoS Protection
    7. Sucuri Website Firewall (WAF)

    AI recommended 7 alternatives but never named aaPanel/aaWAF. 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 aaPanel/aaWAF?
    pass
    AI named aaPanel/aaWAF explicitly

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

  • If a team adopts aaPanel/aaWAF in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aaPanel/aaWAF 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 aaPanel/aaWAF solve, and who is the primary audience?
    pass
    AI named aaPanel/aaWAF 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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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
aaPanel/aaWAF — RepoGEO report