RRepoGEO

REPOGEO REPORT · LITE

microsoft/DCVC

Default branch main · commit 75d9d1a8 · scanned 6/6/2026, 11:51:50 PM

GitHub: 759 stars · 122 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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 microsoft/DCVC, 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.

OVERALL DIRECTION
  • highabout#1
    Update the GitHub repository description

    Why:

    CURRENT
    Deep Contextual Video Compression
    COPY-PASTE FIX
    DCVC-RT: A real-time neural video codec for high-performance deep contextual video compression.
  • mediumhomepage#2
    Add the official project homepage URL

    Why:

    COPY-PASTE FIX
    https://dcvccodec.github.io/

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.

Recall
0 / 2
0% of queries surface microsoft/DCVC
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PyTorch
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PyTorch · recommended 1×
  2. TensorFlow · recommended 1×
  3. TensorRT · recommended 1×
  4. OpenVINO · recommended 1×
  5. JAX · recommended 1×
  • CATEGORY QUERY
    What are the best neural network video compression solutions for real-time applications?
    you: not recommended
    AI recommended (in order):
    1. PyTorch
    2. TensorFlow
    3. TensorRT
    4. OpenVINO
    5. JAX
    6. DeepVC
    7. VVC (H.266)
    8. Fraunhofer HHI
    9. Tencent Media Lab
    10. Visionular
    11. Perceptual Video Coding (PVC)
    12. Synthesia
    13. NVIDIA's Tensor Core GPUs
    14. Intel's Gaudi
    15. Google's TPUs

    AI recommended 15 alternatives but never named microsoft/DCVC. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I achieve high-frame-rate video encoding with dynamic bitrate control?
    you: not recommended
    AI recommended (in order):
    1. NVIDIA NVENC
    2. FFmpeg
    3. GStreamer
    4. Intel Quick Sync Video
    5. x264
    6. x265
    7. libvpx
    8. libaom
    9. AWS Elemental MediaLive
    10. Azure Media Services Live Encoding
    11. OBS Studio
    12. NDI
    13. SRT

    AI recommended 13 alternatives but never named microsoft/DCVC. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

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 microsoft/DCVC?
    pass
    AI named microsoft/DCVC explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts microsoft/DCVC in production, what risks or prerequisites should they evaluate first?
    pass
    AI named microsoft/DCVC 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 microsoft/DCVC solve, and who is the primary audience?
    pass
    AI named microsoft/DCVC 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 microsoft/DCVC. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/microsoft/DCVC.svg)](https://repogeo.com/en/r/microsoft/DCVC)
HTML
<a href="https://repogeo.com/en/r/microsoft/DCVC"><img src="https://repogeo.com/badge/microsoft/DCVC.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

microsoft/DCVC — 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