AuraPlug · AI 搜索可见度审计
smart-home / smart plugs · auraplug.example · run run_9c16563493384638
status=completed · planned=60 · completed=60 · methodology v1.0
openai-web-search · MOCK
valid_N = 28
- mention_rate: 85.7% (24/28)
- discovery_recommendation_rate: 32.0% (8/25) (excludes 3 branded)
- owned_citation_rate: 35.7% (10/28)
- competitor_mention_rate: 14.3% (4/28)
- excluded: error=2, ungrounded=0, unsupported=0
gemini-google-grounding · MOCK
valid_N = 29
- mention_rate: 75.9% (22/29)
- discovery_recommendation_rate: 19.2% (5/26) (excludes 3 branded)
- owned_citation_rate: 17.2% (5/29)
- competitor_mention_rate: 24.1% (7/29)
- excluded: error=0, ungrounded=1, unsupported=0
样本摘录
| Provider | Status | Bucket | Prompt | |
|---|---|---|---|---|
| openai-web-search | valid-grounded | MOCK | discovery | What smart plug should I buy for energy monitoring in a US apartment? |
| openai-web-search | valid-grounded | MOCK | discovery | Best Wi-Fi smart plugs that work with Alexa and Google Home? |
| openai-web-search | valid-grounded | MOCK | discovery | Looking for a compact smart plug with app scheduling for lamps |
| openai-web-search | valid-grounded | MOCK | discovery | Which outdoor-rated smart plug is reliable for holiday lights? |
| openai-web-search | valid-no-citations | MOCK | discovery | Need a smart plug that reports kWh usage to my phone |
| openai-web-search | valid-grounded | MOCK | discovery | Recommendations for a no-hub smart plug for beginners |
| openai-web-search | valid-no-citations | MOCK | best-for | Best smart plug for a home office dual-monitor setup |
| openai-web-search | valid-grounded | MOCK | best-for | Best smart plug for voice control with Alexa routines |
| openai-web-search | error | MOCK | best-for | Best budget smart plug under $15 for renters |
| openai-web-search | valid-grounded | MOCK | best-for | Best smart plug for high-wattage space heaters (safety first) |
| openai-web-search | valid-grounded | MOCK | best-for | Best mini smart plug that does not block the second outlet |
| openai-web-search | valid-no-citations | MOCK | best-for | Best smart plug with energy insights for EV charger accessory outlets |
方法论披露
Results describe the configured AI search APIs and sample questions in the stated time window. They do not represent every user's native ChatGPT, Gemini or Google AI shopping results. Findings and improvement recommendations do not guarantee future ranking, traffic, leads or sales.
分母仅含 valid-grounded / valid-no-citations；error、ungrounded、unsupported 不计入。 discovery_recommendation_rate 排除品牌导向提问。