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"competitorMedian": 0, "competitorMin": 0, "competitorsExceededByTarget": 0, "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, "countsAsTargetSearchVisibility": false, "metricId": "figure_count", "metricKind": "count", "successfulCompetitorCount": 3, "targetExceedsAllSuccessfulCompetitors": false, "targetMinusCompetitorMax": 0, "targetValue": 0 }, { "competitorMax": 14, "competitorMedian": 1, "competitorMin": 0, "competitorsExceededByTarget": 2, "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, "countsAsTargetSearchVisibility": false, "metricId": "image_count", "metricKind": "count", "successfulCompetitorCount": 3, "targetExceedsAllSuccessfulCompetitors": false, "targetMinusCompetitorMax": -12, "targetValue": 2 }, { "competitorMax": 0, "competitorMedian": 0, "competitorMin": 0, "competitorsExceededByTarget": 3, "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, 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"competitorMedian": 1, "competitorMin": 0, "competitorsExceededByTarget": 1, "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, "countsAsTargetSearchVisibility": false, "metricId": "canonical_present", "metricKind": "boolean_presence", "successfulCompetitorCount": 3, "targetExceedsAllSuccessfulCompetitors": false, "targetMinusCompetitorMax": 0, "targetValue": 1 }, { "competitorMax": 0, "competitorMedian": 0, "competitorMin": 0, "competitorsExceededByTarget": 3, "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, "countsAsTargetSearchVisibility": false, "metricId": "jsonld_present", "metricKind": "boolean_presence", "successfulCompetitorCount": 3, "targetExceedsAllSuccessfulCompetitors": true, "targetMinusCompetitorMax": 1, "targetValue": 1 } ], "countsAsExternalLinkEvidence": false, "countsAsExternalPublication": false, "countsAsGeoSuccess": false, "countsAsTargetSearchVisibility": false, "datasetId": "ai-search-rag-baidu-selection-target-delivery-comparison-2026-08-14-r4", "description": "使用同一只读 HTML 特征提取器，对当前生产目标页与 2026-08-14 00:53 UTC 固定无品牌选型查询八个自然结果中 3 个成功返回的 HTML 文档进行 16 项交付特征对照。目标页有 3 项高于全部可用竞争文档；5 个失败或 HTML 壳响应不插补。结构差异不构成排名原因、来源质量、目标可见性或 GEO 成功。", "distribution": [ { "encodingFormat": "application/json", "url": "https://course.dragonai.tech/datasets/ai-search-rag-baidu-selection-target-delivery-comparison-2026-08-14-r4.json" }, { "encodingFormat": "text/csv", "url": "https://course.dragonai.tech/datasets/ai-search-rag-baidu-selection-target-delivery-comparison-2026-08-14-r4.csv" } ], "generatedAt": "2026-08-14T01:20:44+00:00", "limitations": [ "Only three of eight current organic results returned usable HTML; the comparison does not represent the five failed or shell responses.", "Target and competitor responses were captured at different times and may vary by rendering, geography, or anti-automation behavior.", "Feature counts do not measure factual correctness, source quality, user value, or page speed.", "Document structure co-occurs with current positions but cannot establish ranking causality.", "The target had zero query results in the bound search observation; this dataset is not visibility, backlink, citation, brand-mention, or GEO-success evidence." ], "method": { "competitorDenominator": "successful usable HTML documents among all eight current organic results", "failedCaptureTreatment": "HTTP errors and HTML shells excluded from numeric summaries and never imputed", "featureProjection": "same extract_features implementation used by the current eight-document feature dataset", "targetFetch": "single read-only HTTP GET of the current production target" }, "name": "DragonAI target versus current Baidu selection-result delivery comparison r4", "schemaVersion": "1.0.0", "sources": [ { "jsonPointer": "#/results", "path": "geo/datasets/ai-search-rag-baidu-selection-current-document-features-2026-08-14-r4.json", "sha256": "f061427e9db1202dc356baa73972bcd0873018153892987e59b01b56d91c2dab" }, { "responseSha256": "bb3b2b47e0915637001de267770bb5dc401a365b3e42e3d2b67f0f4a12cc159a", "url": "https://course.dragonai.tech/research/ai-search-rag-finetuning-citations-2026-07" } ], "summary": { "countsAsGeoSuccess": false, "countsAsRankingCause": false, "countsAsSourceQuality": false, "countsAsTargetSearchVisibility": false, "metricCount": 16, "sourceFailedFetchCount": 2, "sourceHtmlShellCount": 3, "sourceSelectedDocumentCount": 8, "successfulCompetitorCount": 3, "targetExceedsAllCompetitorsMetricCount": 3, "targetResultCountInQuery": 0, "targetSearchObserved": false }, "target": { "canonicalUrl": "https://course.dragonai.tech/research/ai-search-rag-finetuning-citations-2026-07", "finalUrl": "https://course.dragonai.tech/research/ai-search-rag-finetuning-citations-2026-07", "httpStatus": 200, "jsonldTypes": [ "Answer", "BreadcrumbList", "Claim", "DataDownload", "Dataset", "FAQPage", "ImageObject", "ListItem", "Organization", "Person", "PropertyValue", "Question", "ScholarlyArticle", "Thing", "WebPage" ], "responseBytes": 106201, "responseSha256": "bb3b2b47e0915637001de267770bb5dc401a365b3e42e3d2b67f0f4a12cc159a", "url": "https://course.dragonai.tech/research/ai-search-rag-finetuning-citations-2026-07" }, "title": "DragonAI 目标页与百度当前选型结果文档交付特征对照 r4", "url": "https://course.dragonai.tech/datasets/ai-search-rag-baidu-selection-target-delivery-comparison-2026-08-14-r4.json", "license": "https://creativecommons.org/licenses/by/4.0/", "creator": "DragonAI Editorial Research Team" }