REPOGEO REPORT · LITE
tibbar213/team-manage
Default branch main · commit a206b4c3 · scanned 5/10/2026, 12:17:36 PM
GitHub: 1,058 stars · 285 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 tibbar213/team-manage, 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#1Update the 'About' description to be more specific
Why:
CURRENTgpt team管理和自动邀请
COPY-PASTE FIXAutomated management system for ChatGPT Team accounts, enabling administrators to invite users via redemption codes and monitor team memberships.
- mediumhomepage#2Add a homepage URL
Why:
COPY-PASTE FIXhttps://github.com/tibbar213/team-manage
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.
- Keycloak · recommended 2×
- Auth0 · recommended 1×
- Okta · recommended 1×
- Firebase Authentication · recommended 1×
- Stripe · recommended 1×
- CATEGORY QUERYHow can I automate user invitations and manage memberships for a collaborative AI platform?you: not recommendedAI recommended (in order):
- Auth0
- Okta
- Firebase Authentication
- Keycloak
- Stripe
- Memberstack
AI recommended 6 alternatives but never named tibbar213/team-manage. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat open-source tools manage access to AI services using redemption codes and track usage?you: not recommendedAI recommended (in order):
- Keycloak
- FusionAuth
- Strapi
- Hasura
- Nginx
AI recommended 5 alternatives but never named tibbar213/team-manage. 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 tibbar213/team-manage?passAI named tibbar213/team-manage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts tibbar213/team-manage in production, what risks or prerequisites should they evaluate first?passAI named tibbar213/team-manage 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 tibbar213/team-manage solve, and who is the primary audience?passAI named tibbar213/team-manage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of tibbar213/team-manage. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/tibbar213/team-manage)<a href="https://repogeo.com/en/r/tibbar213/team-manage"><img src="https://repogeo.com/badge/tibbar213/team-manage.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
tibbar213/team-manage — 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