REPOGEO REPORT · LITE
iuliaturc/gguf-docs
Default branch main · commit 7fb72bcf · scanned 9/3/2026, 8:21:43 PM
GitHub: 508 stars · 37 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 iuliaturc/gguf-docs, 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.
The category visibility step did not produce results for this scan (the LLM may have been unreachable). Re-run the diagnosis to get the full GEO picture.
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 iuliaturc/gguf-docs?skippedAI did not name iuliaturc/gguf-docs — 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 iuliaturc/gguf-docs in production, what risks or prerequisites should they evaluate first?skippedAI did not name iuliaturc/gguf-docs — 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?
- In one sentence, what problem does the repo iuliaturc/gguf-docs solve, and who is the primary audience?skippedAI did not name iuliaturc/gguf-docs — 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
Drop this badge into the README of iuliaturc/gguf-docs. 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/iuliaturc/gguf-docs)<a href="https://repogeo.com/en/r/iuliaturc/gguf-docs"><img src="https://repogeo.com/badge/iuliaturc/gguf-docs.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
iuliaturc/gguf-docs — 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