geo_citation_audit
shallowdev.workers.panda198271.tw-search-seo/search-seo · Verify this server
AEO／GEO 引用準備度健檢：檢查網頁能否被 ChatGPT、Perplexity、Google AI 摘要等答案引擎引用（爬蟲可讀、開頭直接回答、問句標題、表格、外部與權威來源、更新日期、JSON-LD citation、llms.txt、Markdown 版、Content-Digest），給分數與優先修正清單。
100.0/100
1 trials · measured 2 days ago
geo_citation_audit scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against dev.workers.panda198271.tw-search-seo/search-seo, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/9041838c-af6b-4f8a-8749-e074c24b9cda)