RRepoGEO

REPOGEO REPORT · LITE

heathersherry/Knowledge-Graph-Tutorials-and-Papers

Default branch master · commit e787308c · scanned 7/1/2026, 7:17:54 PM

GitHub: 1,057 stars · 138 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
15 /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
0 / 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 heathersherry/Knowledge-Graph-Tutorials-and-Papers, 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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 to specify category as an 'awesome list'

    Why:

    CURRENT
    Research Topics in Knowledge Graph
    COPY-PASTE FIX
    An Awesome List: Curated Papers and Tutorials on Knowledge Graphs
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/heathersherry/Knowledge-Graph-Tutorials-and-Papers
  • lowreadme#3
    Add an explicit sentence to the README about the target audience and value

    Why:

    COPY-PASTE FIX
    This curated collection is designed for researchers, students, and practitioners looking for foundational and cutting-edge resources to understand, construct, and apply knowledge graphs.

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 heathersherry/Knowledge-Graph-Tutorials-and-Papers
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Knowledge Graphs: Foundations and Applications
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Knowledge Graphs: Foundations and Applications · recommended 1×
  2. Stanford University's CS520: Knowledge Graphs Course · recommended 1×
  3. Neo4j Graph Academy · recommended 1×
  4. The Knowledge Graph Cookbook · recommended 1×
  5. W3C Semantic Web Standards · recommended 1×
  • CATEGORY QUERY
    Where can I find comprehensive resources to learn about knowledge graph construction and applications?
    you: not recommended
    AI recommended (in order):
    1. Knowledge Graphs: Foundations and Applications
    2. Stanford University's CS520: Knowledge Graphs Course
    3. Neo4j Graph Academy
    4. The Knowledge Graph Cookbook
    5. W3C Semantic Web Standards
    6. Google's Knowledge Graph Documentation and Research Papers
    7. DBpedia
    8. Wikidata

    AI recommended 8 alternatives but never named heathersherry/Knowledge-Graph-Tutorials-and-Papers. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the latest research papers and techniques for multi-modal knowledge graph integration?
    you: not recommended
    AI recommended (in order):
    1. MKG-BERT
    2. BERT
    3. VTransE
    4. MM-KGE
    5. R-GCN
    6. GraphSAGE
    7. TransH
    8. TransR
    9. ComplEx
    10. TransH-V
    11. CLIP

    AI recommended 11 alternatives but never named heathersherry/Knowledge-Graph-Tutorials-and-Papers. 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 heathersherry/Knowledge-Graph-Tutorials-and-Papers?
    pass
    AI did not name heathersherry/Knowledge-Graph-Tutorials-and-Papers — 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 heathersherry/Knowledge-Graph-Tutorials-and-Papers in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name heathersherry/Knowledge-Graph-Tutorials-and-Papers — 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 heathersherry/Knowledge-Graph-Tutorials-and-Papers solve, and who is the primary audience?
    pass
    AI did not name heathersherry/Knowledge-Graph-Tutorials-and-Papers — 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 heathersherry/Knowledge-Graph-Tutorials-and-Papers. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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heathersherry/Knowledge-Graph-Tutorials-and-Papers — 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