RRepoGEO

REPOGEO REPORT · LITE

emalderson/ThePhish

Default branch master · commit c8aedee1 · scanned 5/17/2026, 11:57:40 AM

GitHub: 1,337 stars · 200 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 emalderson/ThePhish, 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 ThePhish's core purpose and audience in the README's opening

    Why:

    CURRENT
    ThePhish is an automated phishing email analysis tool based on TheHive, Cortex and MISP. It is a web application written in Python 3 and based on Flask that automates the entire analysis process starting from the extraction of the observables from the header and the body of an email to the elaboration of a verdict which is final in most cases.
    COPY-PASTE FIX
    ThePhish is a dedicated web application for **automated phishing email analysis and incident response**, designed for cybersecurity analysts and incident responders. Built with Python 3 and Flask, it streamlines the entire analysis process, from extracting observables to generating a verdict, by integrating seamlessly with TheHive, Cortex, and MISP.
  • mediumtopics#2
    Add 'security-automation' to the topics list

    Why:

    CURRENT
    attack, cyberdefense, cybersecurity, detection, digital-forensics, email, free, incident-response, indicators-of-compromise, malware, misp, phishing, phishing-detection, python, script, thehive, thehive4, thehive4py, threat-intelligence, webapp
    COPY-PASTE FIX
    attack, cyberdefense, cybersecurity, detection, digital-forensics, email, free, incident-response, indicators-of-compromise, malware, misp, phishing, phishing-detection, python, script, security-automation, thehive, thehive4, thehive4py, threat-intelligence, webapp
  • lowhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/emalderson/ThePhish

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 emalderson/ThePhish
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TheHive Project
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. TheHive Project · recommended 2×
  2. Cortex · recommended 2×
  3. Cuckoo Sandbox · recommended 1×
  4. Mail-in-a-Box · recommended 1×
  5. PhishTank · recommended 1×
  • CATEGORY QUERY
    How can I automate the analysis of suspicious emails to extract indicators of compromise?
    you: not recommended
    AI recommended (in order):
    1. Cuckoo Sandbox
    2. TheHive Project
    3. Cortex
    4. Mail-in-a-Box
    5. PhishTank
    6. URLScan.io
    7. VirusTotal
    8. OLETools
    9. YARA

    AI recommended 9 alternatives but never named emalderson/ThePhish. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a web application to streamline phishing incident response and threat intelligence correlation.
    you: not recommended
    AI recommended (in order):
    1. TheHive Project
    2. Cortex
    3. MISP
    4. Swimlane Security Automation & Orchestration
    5. Splunk SOAR
    6. Palo Alto Networks XSOAR
    7. Shuffle
    8. PhishER by KnowBe4

    AI recommended 8 alternatives but never named emalderson/ThePhish. 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 emalderson/ThePhish?
    pass
    AI named emalderson/ThePhish explicitly

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

  • If a team adopts emalderson/ThePhish in production, what risks or prerequisites should they evaluate first?
    pass
    AI named emalderson/ThePhish 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 emalderson/ThePhish solve, and who is the primary audience?
    pass
    AI did not name emalderson/ThePhish — 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?

Embed your GEO score

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emalderson/ThePhish — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
emalderson/ThePhish — RepoGEO report