REPOGEO REPORT · LITE

lyon-industries/graphrag-workbench

Default branch main · commit 154bf829 · scanned 7/13/2026, 1:26:32 PM

GitHub: 710 stars · 94 forks

AI VISIBILITY SCORE

40 /100

Critical

Rule findings

2 pass · 0 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 lyon-industries/graphrag-workbench, 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.

CATEGORY VISIBILITY UNAVAILABLE

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 completeness
pass
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 lyon-industries/graphrag-workbench?
skipped
AI did not name lyon-industries/graphrag-workbench — 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 lyon-industries/graphrag-workbench in production, what risks or prerequisites should they evaluate first?
skipped
AI did not name lyon-industries/graphrag-workbench — 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 lyon-industries/graphrag-workbench solve, and who is the primary audience?
skipped
AI did not name lyon-industries/graphrag-workbench — 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 lyon-industries/graphrag-workbench. 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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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/lyon-industries/graphrag-workbench.svg)](https://repogeo.com/en/r/lyon-industries/graphrag-workbench)

HTML

<a href="https://repogeo.com/en/r/lyon-industries/graphrag-workbench"><img src="https://repogeo.com/badge/lyon-industries/graphrag-workbench.svg" alt="RepoGEO" /></a>

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lyon-industries/graphrag-workbench — 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