REPOGEO REPORT · LITE
mrwadams/stride-gpt
Default branch master · commit 5211c3b2 · scanned 5/22/2026, 11:59:21 AM
GitHub: 1,044 stars · 301 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 mrwadams/stride-gpt, 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.
- highreadme#1Reposition README's opening sentence to clarify it's a web application
Why:
CURRENTSTRIDE GPT is an AI-powered threat modelling tool that leverages Large Language Models (LLMs) to generate threat models and attack trees for a given application based on the STRIDE methodology.
COPY-PASTE FIXSTRIDE GPT is a user-friendly, AI-powered web application (built with Streamlit) that leverages Large Language Models (LLMs) to generate comprehensive threat models and attack trees for your applications based on the STRIDE methodology.
- hightopics#2Add relevant topics to the repository
Why:
COPY-PASTE FIXthreat-modeling, stride, ai, llm, gpt, security, cybersecurity, application-security, streamlit, owasp
- mediumreadme#3Expand and highlight advanced AI features in README
Why:
CURRENTAgentic AI support**: Specialized threat modeling for agentic AI systems with OWASP Top 10 for Agentic Applications (ASI) integration Generative AI support**: Threat modeling for GenAI applications with OWASP LLM Top 10 integration Architectural pattern detection**: Autom
COPY-PASTE FIX## Features - Simple and user-friendly interface - Generates threat models based on the STRIDE methodology - **Advanced AI Threat Modeling**: Specialized support for agentic AI systems (with OWASP Top 10 for Agentic Applications integration) and Generative AI applications (with OWASP LLM Top 10 integration), ensuring comprehensive coverage for modern AI architectures. - Architectural pattern detection: Automatically identifies common architectural patterns...
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.
- OWASP/threat-dragon · recommended 2×
- OpenAI's GPT-4 · recommended 1×
- Google's Gemini · recommended 1×
- Microsoft Threat Modeling Tool · recommended 1×
- Security Copilot · recommended 1×
- CATEGORY QUERYHow can I automatically generate threat models for my application using AI?you: not recommendedAI recommended (in order):
- OWASP Threat Dragon (OWASP/threat-dragon)
- OpenAI's GPT-4
- Google's Gemini
- Microsoft Threat Modeling Tool
- Security Copilot
- Vanta
- Semgrep (returntocorp/semgrep)
- CodeQL (github/codeql)
- Palo Alto Networks Cortex XSOAR
AI recommended 9 alternatives but never named mrwadams/stride-gpt. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat LLM-based tools help create STRIDE methodology threat models for applications?you: not recommendedAI recommended (in order):
- ChatGPT
- Microsoft Copilot
- Google Gemini
- OWASP Threat Dragon (OWASP/threat-dragon)
- PlexTrac
- ThreatModeler
AI recommended 6 alternatives but never named mrwadams/stride-gpt. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
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 mrwadams/stride-gpt?passAI did not name mrwadams/stride-gpt — 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 mrwadams/stride-gpt in production, what risks or prerequisites should they evaluate first?passAI named mrwadams/stride-gpt 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 mrwadams/stride-gpt solve, and who is the primary audience?passAI named mrwadams/stride-gpt 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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mrwadams/stride-gpt — 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