REPOGEO REPORT · LITE
noamseg/interview-coach-skill
Default branch main · commit a109da60 · scanned 5/8/2026, 1:52:34 PM
GitHub: 1,164 stars · 231 forks
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 noamseg/interview-coach-skill, 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.
- highabout#1Add a concise repository description
Why:
COPY-PASTE FIXA Claude Code-based interview coach that covers the full job search lifecycle—from JD analysis and resume optimization through mock interviews to post-offer negotiation. It's an adaptive system, not a generic question bank.
- mediumreadme#2Refine README opening to emphasize 'AI coach' broadly
Why:
CURRENT# Interview Coach A Claude Code-based interview coach that covers the full job search lifecycle — from JD analysis and resume optimization through mock interviews to post-offer negotiation. 23 commands across application materials, interview prep, practice, analysis, and comp coaching. It scores your answers across five dimensions, diagnoses root causes behind weak spots, builds a storybank you can retrieve under pressure, and adapts its coaching to your specific patterns. Not a generic question bank. An adaptive system that gets sharper the more you use it.
COPY-PASTE FIX# Interview Coach An adaptive AI interview coach powered by Claude, covering the full job search lifecycle—from JD analysis and resume optimization through mock interviews to post-offer negotiation. This system offers 23 commands across application materials, interview prep, practice, analysis, and compensation coaching. It scores your answers across five dimensions, diagnoses root causes behind weak spots, builds a storybank you can retrieve under pressure, and adapts its coaching to your specific patterns. Not a generic question bank, but an adaptive system that gets sharper the more you use it.
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.
- Pramp · recommended 2×
- Interview Kickstart (AI Mock Interviewer) · recommended 1×
- HireVue · recommended 1×
- Big Interview · recommended 1×
- Interviewing.io · recommended 1×
- CATEGORY QUERYWhat AI tools offer adaptive mock interview practice with detailed performance feedback?you: not recommendedAI recommended (in order):
- Pramp
- Interview Kickstart (AI Mock Interviewer)
- HireVue
- Big Interview
- Interviewing.io
AI recommended 5 alternatives but never named noamseg/interview-coach-skill. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for an AI assistant to optimize my resume and prepare for job offer negotiations.you: not recommendedAI recommended (in order):
- Rezi.ai
- Kickresume
- ChatGPT
- Jobscan
- Pramp
- Glassdoor
- Levels.fyi
AI recommended 7 alternatives but never named noamseg/interview-coach-skill. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenessfail
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 noamseg/interview-coach-skill?passAI named noamseg/interview-coach-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts noamseg/interview-coach-skill in production, what risks or prerequisites should they evaluate first?passAI named noamseg/interview-coach-skill 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 noamseg/interview-coach-skill solve, and who is the primary audience?passAI did not name noamseg/interview-coach-skill — 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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- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite