REPOGEO REPORT · LITE
ARC-MX/sgcc_electricity_new
Default branch master · commit 1644f13d · scanned 5/26/2026, 1:31:57 AM
GitHub: 1,703 stars · 285 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 ARC-MX/sgcc_electricity_new, 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.
- highreadme#1Move the '简介' (Introduction) section to the top of the README
Why:
CURRENTThe README currently starts with project history and support information. The '简介' section is further down.
COPY-PASTE FIXCut the entire '## 简介' section (including its content) and paste it directly after the main title `# ⚡️国家电网电力获取` and before any other sections like '重要说明' or '入群方式'.
- hightopics#2Add specific topics for Home Assistant and State Grid integration
Why:
COPY-PASTE FIXhome-assistant, home-assistant-component, smart-home, electricity-meter, state-grid, sgcc, energy-monitoring, china-electricity
- mediumreadme#3Add a concise English summary at the top of the README
Why:
CURRENTThe README is entirely in Chinese.
COPY-PASTE FIXAdd the following text immediately after the main title `# ⚡️国家电网电力获取` (and after the repositioned '简介' if Action 1 is done first): `This project provides a Home Assistant integration to fetch and track household electricity usage and billing data from China's State Grid (SGCC), including real-time consumption, balance, and historical data.`
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.
- ESPHome · recommended 2×
- Shelly 3EM · recommended 2×
- Sense Energy Monitor · recommended 2×
- Home Assistant Glow · recommended 1×
- TCRT5000 sensor · recommended 1×
- CATEGORY QUERYHow can I integrate my household electricity usage and billing data into Home Assistant?you: not recommendedAI recommended (in order):
- Home Assistant Glow
- ESPHome
- TCRT5000 sensor
- Shelly 3EM
- PG&E
- E.ON
- EDF Energy
- Octopus Energy
- Emporia Vue 2
- Sense Energy Monitor
- RTL-SDR
- SDR-to-MQTT
- AMI
- PPM
- RTL_433
- rtlamr
- Utility Meter
AI recommended 17 alternatives but never named ARC-MX/sgcc_electricity_new. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools help track State Grid electricity consumption and balance within a smart home system?you: not recommendedAI recommended (in order):
- Home Assistant
- ESPHome
- Tasmota
- Shelly EM
- Shelly 3EM
- PZEM-004T
- Shelly Cloud
- OpenHAB
- Sense Energy Monitor
- Emporia Vue 2 Energy Monitor
- IoTaWatt
- Tuya
- Tuya Smart
- Smart Life
AI recommended 14 alternatives but never named ARC-MX/sgcc_electricity_new. 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 ARC-MX/sgcc_electricity_new?passAI named ARC-MX/sgcc_electricity_new explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts ARC-MX/sgcc_electricity_new in production, what risks or prerequisites should they evaluate first?passAI named ARC-MX/sgcc_electricity_new 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 ARC-MX/sgcc_electricity_new solve, and who is the primary audience?passAI did not name ARC-MX/sgcc_electricity_new — 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
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ARC-MX/sgcc_electricity_new — 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