REPOGEO REPORT · LITE

BlessedRebuS/Krawl

Default branch main · commit 4345023c · scanned 6/2/2026, 1:17:45 AM

GitHub: 538 stars · 41 forks

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 BlessedRebuS/Krawl, 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 explicit clarification in 'What is Krawl?' section to counter miscategorization

Why:

COPY-PASTE FIX

In the 'What is Krawl?' section, add a clear statement: 'It is crucial to understand that Krawl is *not* a web crawler or a web scraping tool. Instead, Krawl functions as a defensive web deception server, actively luring and identifying malicious crawlers, bots, and attackers by presenting them with fake, vulnerable web applications.'

hightopics#2

Remove misleading topics and add more specific deception terms

Why:

CURRENT

ai, ai-security, anti-crawling, blue-team, cloud-native, crawler, cybersecurity, deception, honeypot, kubernetes, security, self-hosted, spider, web

COPY-PASTE FIX

ai, ai-security, anti-crawling, blue-team, cloud-native, cybersecurity, deception, honeypot, kubernetes, security, self-hosted, web-deception, threat-intelligence, cyber-deception

mediumreadme#3

Rephrase the initial README paragraph for clearer AI understanding

Why:

CURRENT

A modern, customizable web honeypot server designed to detect and track malicious activity from attackers and web crawlers through deceptive web pages, fake credentials, and canary tokens.

COPY-PASTE FIX

Krawl is a cloud-native web deception server and anti-crawler, specifically designed as a customizable honeypot. It creates fake web applications with realistic, AI-generated decoy data and low-hanging vulnerabilities to detect and track malicious activity from attackers and web crawlers.

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 BlessedRebuS/Krawl

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Dionaea

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Dionaea · recommended 1×
Modern Honey Network (MHN) · recommended 1×
T-Pot · recommended 1×
Cowrie · recommended 1×
Glastopf · recommended 1×

CATEGORY QUERY
How to set up a web honeypot to detect malicious web crawlers and attackers?
you: not recommended
AI recommended (in order):
1. Dionaea
2. Modern Honey Network (MHN)
3. T-Pot
4. Cowrie
5. Glastopf
6. Canarytokens.org
AI recommended 6 alternatives but never named BlessedRebuS/Krawl. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools to create deceptive web applications with AI-generated content for anti-crawler security?
you: not recommended
AI recommended (in order):
1. Scrapy (scrapy/scrapy)
2. Flask (pallets/flask)
3. Django (django/django)
4. Hugging Face Transformers (huggingface/transformers)
5. Faker (joke2k/faker)
6. Next.js (vercel/next.js)
7. Nuxt.js (nuxt/nuxt)
8. Strapi (strapi/strapi)
9. Contentful
10. Sanity (sanity-io/sanity)
11. OpenAI API
12. GPT-3.5
13. GPT-4
14. Anthropic Claude
15. Google Gemini
16. Chance.js (chancejs/chance)
17. Puppeteer (puppeteer/puppeteer)
18. Selenium (SeleniumHQ/selenium)
19. Cloudflare Workers
20. AWS Lambda
AI recommended 20 alternatives but never named BlessedRebuS/Krawl. 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 BlessedRebuS/Krawl?
pass
AI named BlessedRebuS/Krawl explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts BlessedRebuS/Krawl in production, what risks or prerequisites should they evaluate first?
pass
AI named BlessedRebuS/Krawl 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 BlessedRebuS/Krawl solve, and who is the primary audience?
pass
AI named BlessedRebuS/Krawl 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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Live preview

MARKDOWN (README)

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HTML

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite