REPOGEO REPORT · LITE
NVlabs/DiffiT
Default branch dev · commit 7f73e9f3 · scanned 6/16/2026, 9:02:51 AM
GitHub: 518 stars · 18 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 NVlabs/DiffiT, 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.
- mediumreadme#1Clarify the project's license in the README
Why:
COPY-PASTE FIX## License This project is licensed under the terms specified in the LICENSE file. Please refer to the LICENSE file for details on usage and distribution.
- lowhomepage#2Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIXhttps://www.nvidia.com/research/licensing
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.
- Stable Diffusion · recommended 2×
- Midjourney · recommended 2×
- DALL-E 3 · recommended 1×
- Imagen · recommended 1×
- PixArt-α · recommended 1×
- CATEGORY QUERYWhat are the best image generation models using diffusion and transformer architectures?you: not recommendedAI recommended (in order):
- Stable Diffusion
- DALL-E 3
- Midjourney
- Imagen
- PixArt-α
AI recommended 5 alternatives but never named NVlabs/DiffiT. This is the gap to close.
Show full AI answer
- CATEGORY QUERYHow can I achieve state-of-the-art performance in class-conditional image synthesis?you: not recommendedAI recommended (in order):
- StyleGAN3
- Stable Diffusion
- DALL-E 2
- Midjourney
- BigGAN
- VQGAN + CLIP
- GauGAN
AI recommended 7 alternatives but never named NVlabs/DiffiT. 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 NVlabs/DiffiT?passAI named NVlabs/DiffiT explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts NVlabs/DiffiT in production, what risks or prerequisites should they evaluate first?passAI named NVlabs/DiffiT 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 NVlabs/DiffiT solve, and who is the primary audience?passAI named NVlabs/DiffiT 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 NVlabs/DiffiT. 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/NVlabs/DiffiT)<a href="https://repogeo.com/en/r/NVlabs/DiffiT"><img src="https://repogeo.com/badge/NVlabs/DiffiT.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
NVlabs/DiffiT — 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