public sessions 155 / events 549 / raw 148 visitors / operator-test 0 sessions
ページを準備しています
大学データと最新の比較情報を読み込んでいます。数秒たっても切り替わらない場合は、 一度ページを再読み込みしてください。
大学データと最新の比較情報を読み込んでいます。数秒たっても切り替わらない場合は、 一度ページを再読み込みしてください。
这是 19:00 JST 汇报用的每日运营面板，汇总访问、SEO、转化、BtoAI、质量和数据新鲜度。
public sessions 155 / events 549 / raw 148 visitors / operator-test 0 sessions
truth search_console_api / connector loaded / clicks 28 / impressions 1860
compare 1 / bridge events 0 / search decision 3 / search compare 0
release 150 / review 8
weekly 4xx 1407 / 5xx 0 / actionable 6 / probe noise 2
3 warnings: 0 blockers, 0 review backlog, 3 watch items.
148 public visitors (+3), 10 search sessions (-1), 10 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Traffic
148 public visitors / 155 public sessions / 549 public events from first_party_attribution; raw 148 visitors / 155 sessions, operator/test 0 sessions separated.
SEO ・ reliability search_console_api
10 search-referred sessions; SEO truth is search_console_api; Search Console status is loaded.
Do not keep rewriting this SEO landing page today. The search bridge and compare CTA are visible, so wait for fresh post-fix attribution/Search Console samples before changing title/H1/meta or CTA copy again.
Conversion
10 decision-action sessions, 145 bridge-impression sessions, 1 compare sessions.
Product
Product quality watch; live data links 60/60 ok; 187 current unexpected 4xx and 0 5xx; canonical quality 0 public-visible canonical blockers; 236 public-visible review items; 17 hidden blockers quarantined.
Product Progress / 商品级进步
把今天能证明网站进入商品级运行的进展拆成可读条目。
data_entries ・ queryable
904 universities, 2655 news entries, 150 change entries are queryable.
live_canary ・ ok
60 of 60 public/API/audit links passed.
canonical_quality ・ review
0 public-visible canonical blockers; 236 public-visible review items; 17 hidden blockers quarantined.
btoai ・ watch
5 BtoAI requests and 150 release items.
quality ・ watch
6 actionable quality issues; 2 probe/noise samples separated.
当前没有 Operator Readout 阻塞项
下次 audit 产出后会自动更新。
1. news_watch_queue
Review and promote 8 missing high-impact news/watch items into canonical changes/news before spending more time on watch-only funnel tweaks.
Fresh, official updates are the product value source; top sample is 高志大など5大学が2028年新設申請、認可は7月末に前倒し…旺文社. High-impact mix: 入試 77, オープンキャンパス 17, 受験 9.
2. search_funnel
Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
5 search session(s) saw the bridge but did not click.
3. btoai
Separate bot/API consumption from human endpoint clicks in the next attribution readout.
BtoAI request demand exists, but human/API-builder intent is not yet proven by first-party clicks.
3 warnings: 0 blockers, 0 review backlog, 3 watch items.
client_error_requests_observed ・ watch ・ operations
client_error_requests_observed needs operator triage.
Next: Classify this warning in build_warning_readout so future reports are operator-readable.
server_error_requests_observed ・ watch ・ operations
server_error_requests_observed needs operator triage.
Next: Classify this warning in build_warning_readout so future reports are operator-readable.
weekly_unexpected_client_error_requests_observed ・ watch ・ quality
Unexpected 4xx was observed in the weekly window, but this warning is historical.
Next: Keep weekly history visible but prioritize current-day 4xx and live canary failures.
148 public visitors (+3), 10 search sessions (-1), 10 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Verdict ・ fix_product_quality_before_growth
traffic 148 visitors / search 10 / decision 10 / compare 1
product watch / universities 904 / news 2655 / changes 150 / SEO truth search_console_api
Top Priority ・ news_watch_queue
Review and promote 8 missing high-impact news/watch items into canonical changes/news before spending more time on watch-only funnel tweaks.
Fresh, official updates are the product value source; top sample is 高志大など5大学が2028年新設申請、認可は7月末に前倒し…旺文社. High-impact mix: 入試 77, オープンキャンパス 17, 受験 9.
148 visitors -> 10 search sessions -> 145 bridge-impression sessions -> 10 decision sessions -> 1 compare sessions -> 0 BtoAI human sessions.
status api_without_human_intent / bottleneck btoai_human_intent
traffic 148 visitors / 155 sessions / search 10
funnel 145 bridge impressions / 10 decisions / 1 compare / BtoAI human 0 / raw requests 5
rates search 6.5% / bridge 93.5% / decision 6.5% / compare 0.6%
search funnel seen 10 / clicked 0 / decision 3 / compare 0
trend decision +3 / compare -2 / BtoAI 0
Autopilot cron / 自动化证据: status dry_run_observed / events 50 / latest for_schools:fs_24b5b355-40b3-460f-85fe-5cbbfb10b1cc / handoff
Review this dry-run execution event before enabling COMMERCIAL_OPERATOR_AUTOPILOT_MODE=send.
Keep bot/API traffic separate and make the no-code BtoAI demo path the primary human CTA.
Search-referred sessions produce tracked bridge impressions and decision actions, compare sessions stay non-zero, and human BtoAI demo/endpoint events are separated from bot/API request volume.
搜索来源用户从进入页面到看到桥接 CTA、点击、进入 decision、进入 compare 的专用漏斗。
来自搜索 referrer 的匿名 session。
search-to-bridge seen 100%
search-to-bridge click 0%
search-to-decision 30%
search-to-compare 0%
当前瓶颈 ・ btoai_human_intent
Keep bot/API traffic separate and make the no-code BtoAI demo path the primary human CTA.
success Search-referred sessions produce tracked bridge impressions and decision actions, compare sessions stay non-zero, and human BtoAI demo/endpoint events are separated from bot/API request volume.
搜索来源 session 按落地页和事件链路拆开，区分没看到桥、看到没点、点击后没进入 compare。
搜索 session 里没有记录桥曝光。
已经看到桥，但没有点击下一步。
有桥/决策点击，但没有形成 compare。
搜索 session 进入 compare。
Bottleneck split
no_bridge 0 / seen_no_click 10 / converted 0
Search sessions are grouped by anonymous session_id. session_ref is a one-way hash; raw session IDs are not exposed.
暂无 no-bridge 搜索落地页
下次 audit 产出后会自动更新。
Seen no click #1: 2026/05/08 2027年度入試日程について速報版を掲載いたしました
sessions 5 / type news_landing / university 二松学舎大学
resolved /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2382
raw /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
Seen no click #2: 2027年度入試説明会の開催日程
sessions 1 / type news_landing / university デジタルハリウッド大学
resolved /news/2026-05-03-デジタルハリウッド大学-2027年度入試説明会の開催日程-2397
raw /news/2026-05-03-デジタルハリウッド大学-2027年度入試説明会の開催日程-2368
Seen no click #3: 令和９年度大学院医学研究科修士課程入学試験＜前期日程＞合格発表
sessions 1 / type news_landing / university 京都府立医科大学
resolved /news/2026-11-05-京都府立医科大学-令和9年度大学院医学研究科修士課程入学試験-前期日程-合格発表-11
raw /news/2026-11-05-京都府立医科大学-令和9年度大学院医学研究科修士課程入学試験-前期日程-合格発表-11
Seen no click #4: 事業構想大学院大学
sessions 1 / type university_landing / university 事業構想大学院大学
resolved -
raw /university/事業構想大学院大学
Seen no click #5: 京都情報大学院大学
sessions 1 / type university_landing / university 京都情報大学院大学
resolved -
raw /university/京都情報大学院大学
Seen no click #6: 仙台赤門短期大学
sessions 1 / type university_landing / university 仙台赤門短期大学
resolved -
raw /university/仙台赤門短期大学
search_session_1_91a6d36691 ・ bridge_seen_no_click
landing 事業構想大学院大学
raw landing /university/事業構想大学院大学
events page_view, university_detail_view, university_hensachi_reality_check_view, university_search_close_bar_view, university_search_intent_panel_view, university_open_campus_visit_plan_view
pages /university/事業構想大学院大学
search_session_2_09b3058b99 ・ bridge_seen_no_click
landing 2026/05/08 2027年度入試日程について速報版を掲載いたしました
raw landing /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
events news_detail_view, news_search_intent_panel_view, page_view, news_search_answer_open_official_action_intent, commercial_intent_open
pages /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353, /action-intent/ual_71b1758a872d2752
search_session_3_ff98fe50b1 ・ bridge_seen_no_click
landing 2027年度入試説明会の開催日程
raw landing /news/2026-05-03-デジタルハリウッド大学-2027年度入試説明会の開催日程-2368
events news_detail_view, page_view, news_search_intent_panel_view
pages /news/2026-05-03-デジタルハリウッド大学-2027年度入試説明会の開催日程-2368
search_session_4_8f8a48cf65 ・ bridge_seen_no_click
landing 令和９年度大学院医学研究科修士課程入学試験＜前期日程＞合格発表
raw landing /news/2026-11-05-京都府立医科大学-令和9年度大学院医学研究科修士課程入学試験-前期日程-合格発表-11
events news_detail_view, news_search_intent_panel_view, page_view
pages /news/2026-11-05-京都府立医科大学-令和9年度大学院医学研究科修士課程入学試験-前期日程-合格発表-11
search_session_5_73b6760c75 ・ bridge_seen_no_click
landing 仙台赤門短期大学
raw landing /university/仙台赤門短期大学
events university_detail_view, page_view, university_search_close_bar_view, university_search_intent_panel_view, university_open_campus_visit_plan_view, university_hensachi_reality_check_view
pages /university/仙台赤門短期大学
search_session_6_70284412b5 ・ bridge_seen_no_click
landing 京都情報大学院大学
raw landing /university/京都情報大学院大学
events university_detail_view, university_hensachi_reality_check_view, page_view, university_search_intent_panel_view, university_search_close_bar_view, university_search_console_demand_panel_view
pages /university/京都情報大学院大学
search_session_7_a3cbb99895 ・ bridge_seen_no_click
landing 2026/05/08 2027年度入試日程について速報版を掲載いたしました
raw landing /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
events page_view, news_detail_view, news_search_intent_panel_view
pages /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
search_session_8_669439d60b ・ bridge_seen_no_click
landing 2026/05/08 2027年度入試日程について速報版を掲載いたしました
raw landing /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
events news_detail_view, news_search_intent_panel_view, page_view
pages /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
search_session_9_0a3013f7e5 ・ bridge_seen_no_click
landing 2026/05/08 2027年度入試日程について速報版を掲載いたしました
raw landing /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
events news_search_intent_panel_view, news_detail_view, page_view
pages /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
search_session_10_10a27b52a3 ・ bridge_seen_no_click
landing 2026/05/08 2027年度入試日程について速報版を掲載いたしました
raw landing /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
events news_detail_view, news_search_intent_panel_view, page_view
pages /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
10 search sessions: 0 no-bridge, 10 seen-no-click, 0 click-no-compare, 0 converted compare.
Next action
Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
success Daily report names the exact landing-page bottleneck and the next audit shows either bridge exposure, bridge click, or compare conversion improving on that path.
1. search_seen_no_click ・ 2026/05/08 2027年度入試日程について速報版を掲載いたしました
evidence 5 search session(s) saw the bridge but did not click.
diagnosis Live check confirms the search bridge and compare CTA are visible now. Treat the no-click row as a watch window until fresh post-fix search sessions arrive.
action Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
success Next attribution run shows bridge click sessions or compare sessions from this landing; if fresh search sessions still see the CTA but do not click, change the CTA destination or offer.
resolved /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2382 / university 二松学舎大学
2. search_seen_no_click ・ 2027年度入試説明会の開催日程
evidence 1 search session(s) saw the bridge but did not click.
diagnosis Live check confirms the search bridge and compare CTA are visible now. Treat the no-click row as a watch window until fresh post-fix search sessions arrive.
action Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
success Next attribution run shows bridge click sessions or compare sessions from this landing; if fresh search sessions still see the CTA but do not click, change the CTA destination or offer.
resolved /news/2026-05-03-デジタルハリウッド大学-2027年度入試説明会の開催日程-2397 / university デジタルハリウッド大学
3. search_seen_no_click ・ 令和９年度大学院医学研究科修士課程入学試験＜前期日程＞合格発表
evidence 1 search session(s) saw the bridge but did not click.
diagnosis Live check confirms the search bridge and compare CTA are visible now. Treat the no-click row as a watch window until fresh post-fix search sessions arrive.
action Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
success Next attribution run shows bridge click sessions or compare sessions from this landing; if fresh search sessions still see the CTA but do not click, change the CTA destination or offer.
resolved /news/2026-11-05-京都府立医科大学-令和9年度大学院医学研究科修士課程入学試験-前期日程-合格発表-11 / university 京都府立医科大学
4. search_seen_no_click ・ 事業構想大学院大学
evidence 1 search session(s) saw the bridge but did not click.
diagnosis Live check confirms the search bridge and compare CTA are visible now. Treat the no-click row as a watch window until fresh post-fix search sessions arrive.
action Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
success Next attribution run shows bridge click sessions or compare sessions from this landing; if fresh search sessions still see the CTA but do not click, change the CTA destination or offer.
resolved - / university 事業構想大学院大学
4/4 search funnel action targets render expected bridge content.
Action Plan target pages checked live.
Targets rendering expected bridge content.
Fix these before broad SEO copy changes.
1. search_seen_no_click ・ 2026/05/08 2027年度入試日程について速報版を掲載いたしました
status cta_visible_no_click / HTTP 200 / bridge true / compare true
CTA and compare-add detail resolve live; keep the page stable until fresh post-fix search sessions arrive.
2. search_seen_no_click ・ 2027年度入試説明会の開催日程
status cta_visible_no_click / HTTP 200 / bridge true / compare true
CTA and compare-add detail resolve live; keep the page stable until fresh post-fix search sessions arrive.
3. search_seen_no_click ・ 令和９年度大学院医学研究科修士課程入学試験＜前期日程＞合格発表
status cta_visible_no_click / HTTP 200 / bridge true / compare true
CTA and compare-add detail resolve live; keep the page stable until fresh post-fix search sessions arrive.
4. search_seen_no_click ・ 事業構想大学院大学
status cta_visible_no_click / HTTP 200 / bridge true / compare true
CTA and compare-add detail resolve live; keep the page stable until fresh post-fix search sessions arrive.
6/6 automation jobs green; 0 config-missing; 0 stale/missing/warning.
status ok / fresh jobs 6 / 6
Keep cron running on 3060; Search Console OAuth refresh is covered by the 08:12 JST fetch.
Self-host publisher ・ fresh
schedule daily 08:00 JST / generated 2026/10/24 8:05 / age 10.8h
Container daigakujoho-nginx Starting / Container daigakujoho-nginx Started / Self-hosted release is healthy: daigakujoho-app:20261023T230002Z
If stale, check the 3060 publisher cron and self-hosted release output.
Traffic audit ・ fresh
schedule daily 08:10 JST / generated 2026/10/24 8:10 / age 10.8h
"raw_latest_written": true, / "admin_latest_written": true / }
If stale, rerun the self-hosted traffic audit on 3060 and inspect Nginx log access.
First-party attribution audit ・ fresh
schedule daily 08:15 JST / generated 2026/10/24 8:15 / age 10.7h
> python3 scripts/audit/attribution_daily_audit_v1.py / {"health_status": "ok", "warnings": [], "events": 549, "sessions": 155, "visitors": 148, "raw_out": "/data/hdd2/ianwu/daigakujoho-app/data/raw/reports/attribution_daily_latest_v1.json", "admin_out": "/data/hdd2/ianwu/daigakujoho-app/data/canonical/admin_watch/attribution_daily_latest_v1.json", "markdown
If stale, rerun npm run audit:attribution on 3060 and inspect Supabase analytics_events access.
Search Console fetch ・ fresh
schedule daily 08:12 JST / generated 2026/10/24 8:12 / age 10.7h
{"schema_version": "search_console.connector_status.v1", "generated_at": "2026-10-23T23:12:04+00:00", "status": "loaded", "auth_mode": "oauth_refresh_token", "site_url": "https://daigakujoho.com/", "output": "/data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.json", "news_redirect_source_output": "/data/hdd2/ianwu/daigakujoho-app/data/canonical/
If not fresh, inspect /home/ianwu/.config/daigakujoho/search-console.env and rerun npm run fetch:search-console.
Growth audit ・ fresh
schedule daily 08:20 JST / generated 2026/10/24 8:20 / age 10.6h
"raw_latest_written": true, / "admin_latest_written": true / }
If stale, rerun npm run audit:growth on 3060 and inspect request-log coverage.
Growth weekly summary ・ fresh
schedule daily 08:25 JST / generated 2026/10/24 8:25 / age 10.5h
"admin_out": "/data/hdd2/ianwu/daigakujoho-app/data/canonical/admin_watch/growth_weekly_summary_latest_v1.json", / "markdown_out": "/data/hdd2/ianwu/daigakujoho-app/data/canonical/admin_watch/growth_weekly_summary_latest_v1.md" / }
If stale, rerun npm run audit:growth-summary on 3060.
3060 self-host release is healthy: daigakujoho-app:20261023T230002Z.
https://daigakujoho.com
source self_host_release_state / logged https://daigakujoho.com
recovered false / latest none
runtime_env / released 2026-10-24 08:05
https://daigakujoho.com
runtime_matches_release_state
Next action
Keep the 3060 release, health check, and Cloudflare Tunnel canaries enabled.
runtime/log alignment The canonical public URL is backed by the healthy 3060 release state.
failure reason none
daigakujoho-app:20261023T230002Z
status ready / source /data/hdd2/services/daigakujoho/release-state.json
ok
19:00 JST の報告にそのまま貼れる短い運営サマリー。
Line 1
結論: fix_product_quality_before_growth。148 public visitors (+3), 10 search sessions (-1), 10 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Line 2
アクセス: 148 visitors / 155 sessions / 549 events。
Line 3
SEO: 10 search sessions、truth=search_console_api、page opportunities=8。
Line 4
Conversion: decision sessions 10、compare sessions 1。
Line 5
商品状態: watch、universities 904、news 2655、changes 150、BtoAI 5 requests / 150 release items。
Line 6
次アクション: [news_watch_queue] Review and promote 8 missing high-impact news/watch items into canonical changes/news before spending more time on watch-only funnel tweaks.
Line 7
注意: [operations / watch] client_error_requests_observed needs operator triage. Next: Classify this warning in build_warning_readout so future reports are operator-readable.
Line 8
注意: [operations / watch] server_error_requests_observed needs operator triage. Next: Classify this warning in build_warning_readout so future reports are operator-readable.
Line 9
注意: [quality / watch] Unexpected 4xx was observed in the weekly window, but this warning is historical. Next: Keep weekly history visible but prioritize current-day 4xx and live canary failures.
固定入口，给人工查看、自动化读取和汇报复制使用。
Operator Daily Brief
schema operator.daily_brief.v1 / exists true / generated 2026/10/24 18:55
检查 canonical 学校数据内部是否自相矛盾；blocker 只表示高置信冲突，不会自动改学校身份。
status review / issues 274 / public visible blockers 0 / hidden blockers 17
total blockers 17 / review 257 / universities 980 / hidden universities 76 / issue rate 27.96%
action plan public_review / No public-visible blockers; next batch is 12 public-visible review rows.
success Keep public-visible blockers at 0, reduce public-visible review items in daily batches, and verify identity-changing fixes against official sources before editing canonical rows.
Next Review Batch 12 rows
Next 1 ・ public ・ website_host_mismatch / 文京学院大学
field website/website_url / current u-bunkyo.ac.jp / expected bgu.ac.jp / mode official_domain_review
risk suspected_cross_school_domain_pollution / current owners 埼玉文京学院大学 (bkg.u-bunkyo.ac.jp/website), 埼玉文京学院大学 (bkg.u-bunkyo.ac.jp/website_url) / expected owners none
website host 'u-bunkyo.ac.jp' differs from website_url host 'bgu.ac.jp'.
Do not choose either URL automatically; verify official domain and cross-school owner candidates before editing canonical website fields.
Open schoolNext 2 ・ public ・ website_host_mismatch / 日本赤十字東北看護大学
field website/website_url / current rcakita.ac.jp / expected rctohoku.ac.jp / mode official_domain_review
risk suspected_cross_school_domain_pollution / current owners none / expected owners 日本赤十字東北看護大学介護福祉短期大学部 (rctohoku.ac.jp/website), 日本赤十字東北看護大学介護福祉短期大学部 (rctohoku.ac.jp/website_url)
website host 'rcakita.ac.jp' differs from website_url host 'rctohoku.ac.jp'.
Do not choose either URL automatically; verify official domain and cross-school owner candidates before editing canonical website fields.
Open schoolNext 3 ・ public ・ website_host_mismatch / 旭川市立大学
field website/website_url / current city.asahikawa.hokkaido.jp / expected asahikawa-u.ac.jp / mode official_domain_review
risk field_disagreement / current owners none / expected owners none
website host 'city.asahikawa.hokkaido.jp' differs from website_url host 'asahikawa-u.ac.jp'.
Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
Open schoolNext 4 ・ public ・ website_host_mismatch / 東京国際工科専門職大学
field website/website_url / current iput.ac.jp / expected nkz.ac.jp / mode official_domain_review
risk suspected_cross_school_domain_pollution / current owners 名古屋国際工科専門職大学 (iput.ac.jp/website), 名古屋国際工科専門職大学 (iput.ac.jp/website_url), 大阪国際工科専門職大学 (iput.ac.jp/website), 大阪国際工科専門職大学 (iput.ac.jp/website_url) / expected owners none
website host 'iput.ac.jp' differs from website_url host 'nkz.ac.jp'.
Do not choose either URL automatically; verify official domain and cross-school owner candidates before editing canonical website fields.
Open schoolNext 5 ・ public ・ website_host_mismatch / 東京成徳大学
field website/website_url / current tsu.ac.jp / expected tokyoseitoku.ac.jp / mode official_domain_review
risk field_disagreement / current owners none / expected owners none
website host 'tsu.ac.jp' differs from website_url host 'tokyoseitoku.ac.jp'.
Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
Open schoolNext 6 ・ public ・ website_host_mismatch / 東京都立産業技術大学院大学
field website/website_url / current aiit.ac.jp / expected houjin-tmu.ac.jp / mode official_domain_review
risk field_disagreement / current owners none / expected owners none
website host 'aiit.ac.jp' differs from website_url host 'houjin-tmu.ac.jp'.
Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
Open schoolNext 7 ・ public ・ website_host_mismatch / 桃山学院教育大学
field website/website_url / current andrew-edu.ac.jp / expected poole.ac.jp / mode official_domain_review
risk field_disagreement / current owners none / expected owners none
website host 'andrew-edu.ac.jp' differs from website_url host 'poole.ac.jp'.
Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
Open schoolNext 8 ・ public ・ website_host_mismatch / 横浜薬科大学
field website/website_url / current tuzuki.ac.jp / expected hamayaku.ac.jp / mode official_domain_review
risk field_disagreement / current owners none / expected owners none
website host 'tuzuki.ac.jp' differs from website_url host 'hamayaku.ac.jp'.
Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
Open schoolNext 9 ・ public ・ website_host_mismatch / 金沢医科大学
field website/website_url / current mdu.ac.jp / expected kanazawa-med.ac.jp / mode official_domain_review
risk suspected_cross_school_domain_pollution / current owners 松本歯科大学 (mdu.ac.jp/website), 松本歯科大学 (mdu.ac.jp/website_url) / expected owners none
website host 'mdu.ac.jp' differs from website_url host 'kanazawa-med.ac.jp'.
Do not choose either URL automatically; verify official domain and cross-school owner candidates before editing canonical website fields.
Open schoolNext 10 ・ public ・ city_address_mismatch / LEC東京リーガルマインド大学院大学
field city / current 千代田区 / expected 小平市 / mode campus_or_city_review
address is '東京都小平市学園西', but city field is '千代田区'.
Check whether city is another campus; if not, update city from the address.
Open schoolNext 11 ・ public ・ city_address_mismatch / ヤマザキ動物看護大学
field city / current 八王子市 / expected 渋谷区 / mode campus_or_city_review
address is '東京都渋谷区松濤2-3-10', but city field is '八王子市'.
Check whether city is another campus; if not, update city from the address.
Open schoolNext 12 ・ public ・ city_address_mismatch / 多摩美術大学
field city / current 八王子市 / expected 世田谷区 / mode campus_or_city_review
address is '東京都世田谷区上野毛3-15-34', but city field is '八王子市'.
Check whether city is another campus; if not, update city from the address.
Open schoolPrefecture/address contradictions ・ 17 total / 0 public
mode verify_then_correct_or_keep_hidden / Use official source or JPCUP before changing prefecture/city; keep public-visible blockers at zero.
Website host mismatches ・ 19 total / 9 public
mode official_domain_review / Confirm the official school domain; do not auto-pick between two hosts until cross-school owner candidates are checked.
City/address review ・ 24 total / 22 public
mode campus_or_city_review / Check whether city is another campus; if not, update city from the address.
Postal/prefecture review ・ 20 total / 16 public
mode postal_address_review / Verify postal code against the official address before changing the row.
History year semantics ・ 194 total / 189 public
mode semantics_review / Decide whether the canonical year means founding, establishment, or university charter.
blocker ・ hidden ・ prefecture_address_mismatch / アール医療専門職大学
field prefecture / current 岡山県 / expected 茨城県
address is '茨城県 土浦市 湖北2-10-35', but prefecture is '岡山県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 北里大学
field prefecture / current 東京都 / expected 神奈川県
address is '神奈川県相模原市南区北里1-15-1', but prefecture is '東京都'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 千葉・東京・神奈川・福岡国際医療福祉大学
field prefecture / current 千葉県 / expected 栃木県
address is '栃木県大田原市北金丸2600-1', but prefecture is '千葉県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 国際医療福祉大学
field prefecture / current 青森県 / expected 栃木県
address is '栃木県大田原市北金丸2600-1', but prefecture is '青森県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 埼玉立教大学
field prefecture / current 埼玉県 / expected 東京都
address is '東京都豊島区西池袋3-34-1', but prefecture is '埼玉県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 川・青森・東京・新潟北里大学
field prefecture / current 青森県 / expected 東京都
address is '東京都港区三田2-15-45', but prefecture is '青森県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 愛国学園大学
field prefecture / current 千葉県 / expected 東京都
address is '東京都江戸川区西小岩5-7-1', but prefecture is '千葉県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 文教大学
field prefecture / current 山形県 / expected 埼玉県
address is '埼玉県越谷市南荻島3337', but prefecture is '山形県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 日本医療科学大学
field prefecture / current 埼玉県 / expected 東京都
address is '東京都豊島区千早1-10-26', but prefecture is '埼玉県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 日本赤十字東北看護大学介護福祉短期大学部
field prefecture / current 秋田県 / expected 東京都
address is '東京都港区芝大門1-1-3 日本赤十字社ビル西館6階', but prefecture is '秋田県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 日本赤十字豊田看護大学
field prefecture / current 秋田県 / expected 愛知県
address is '愛知県豊田市白山町七曲12-33', but prefecture is '秋田県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 栃木・福岡帝京大学
field prefecture / current 東京都 / expected 栃木県
address is '栃木県宇都宮市豊郷台1-1', but prefecture is '東京都'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 浜松学院大学
field prefecture / current 静岡県 / expected 東京都
address is '東京都千代田区三番町6-16', but prefecture is '静岡県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 目白大学
field prefecture / current 栃木県 / expected 東京都
address is '東京都新宿区中落合4-31-1', but prefecture is '栃木県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 神奈川日本体育大学
field prefecture / current 神奈川県 / expected 東京都
address is '東京都世田谷区深沢7-1-1 日本体育大学 東京・世田谷キャンパス内', but prefecture is '神奈川県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 至学館大学
field prefecture / current 愛知県 / expected 大阪府
address is '大阪府東大阪市御厨栄町4-1-10', but prefecture is '愛知県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
blocker ・ hidden ・ prefecture_address_mismatch / 香川県立保健医療大学
field prefecture / current 千葉県 / expected 茨城県
address is '茨城県稲敷郡阿見町阿見4669-2', but prefecture is '千葉県'.
Confirm with official source; if address is headquarters, correct prefecture/city together.
review ・ public ・ city_address_mismatch / LEC東京リーガルマインド大学院大学
field city / current 千代田区 / expected 小平市
address is '東京都小平市学園西', but city field is '千代田区'.
Confirm whether city reflects another campus; if not, update city from the address.
Open schoolreview ・ public ・ city_address_mismatch / ヤマザキ動物看護大学
field city / current 八王子市 / expected 渋谷区
address is '東京都渋谷区松濤2-3-10', but city field is '八王子市'.
Confirm whether city reflects another campus; if not, update city from the address.
Open schoolreview ・ public ・ city_address_mismatch / 多摩美術大学
field city / current 八王子市 / expected 世田谷区
address is '東京都世田谷区上野毛3-15-34', but city field is '八王子市'.
Confirm whether city reflects another campus; if not, update city from the address.
Open school抓取器发现但尚未清洗进 canonical changes/news 的运营队列；先处理 high-impact pending。
status action_required / total 719 / pending 719 / high 111
reviewed 0 / ignored 0 / generated 2026/10/24 7:17
719 watch items / 719 pending / 111 high-impact pending.
Review high-impact pending items first and promote confirmed admissions, tuition, policy, and open-campus updates into canonical changes/news entries.
BtoAI action_required / covered 103 / public pages 103 / missing 8
Pending by category
入試 369 / オープンキャンパス 184 / 大学ニュース 106 / 受験 34 / 学費 20 / 政策 6
High-impact pending by category
入試 77 / オープンキャンパス 17 / 受験 9 / 大学ニュース 7 / 政策 1
high ・ 入試 / フェリス女学院大学
2026.10.16 お知らせ 受験生の方 留学生入試・外国にルーツを持つ生徒対象入試・編入学試験・大学院入試の出願開始について
published 2026-10-24 / action 国際/EJU更新候補 / status pending
Sourcehigh ・ 入試 / 公立はこだて未来大学
入試情報 2026.10.23 令和10（2028）年度入学者選抜における変更について公開しました（予告：第3報）
published 2026-10-23 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / 公立はこだて未来大学
入試情報 2026.10.15 令和9年度一般選抜（前期日程・後期日程共通）学生募集要項を公開しました
published 2026-10-23 / action 入試更新候補 / status pending
Sourcehigh ・ 大学ニュース / 北海学園大学
お知らせ 2026.10.23 【合格発表】 総合型選抜（1次選考）
published 2026-10-23 / action 制度変更確認 / status pending
Sourcehigh ・ 受験 / リセマム
高志大など5大学が2028年新設申請、認可は7月末に前倒し…旺文社
published 2026-10-23 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / こども教育宝仙大学
2026.10.22 【2027年度入試】 総合型選抜Ｃ日程（2回目）出願受付中
published 2026-10-22 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / こども教育宝仙大学
2026.10.08 【2027年度入試】 総合型選抜Ｃ日程（1回目）出願受付中
published 2026-10-22 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / こども教育宝仙大学
2026.10.22 「認定絵本士養成講座」開設決定！！ HOSEN NEWS イベント・入試 大学ニュース
published 2026-10-22 / action 入試更新候補 / status pending
Sourcecovered ・ admissions / フェリス女学院大学
2026.10.16 お知らせ 受験生の方 留学生入試・外国にルーツを持つ生徒対象入試・編入学試験・大学院入試の出願開始について
public /changes/admissions/フェリス女学院大学-admission-change-08e65fb752a288b5 / signal 08e65fb752a288b5
Change pageSourcecovered ・ admissions / 公立はこだて未来大学
入試情報 2026.10.23 令和10（2028）年度入学者選抜における変更について公開しました（予告：第3報）
public /changes/admissions/公立はこだて未来大学-admission-change-deb30eeca6bbc323 / signal deb30eeca6bbc323
Change pageSourcecovered ・ admissions / 公立はこだて未来大学
入試情報 2026.10.15 令和9年度一般選抜（前期日程・後期日程共通）学生募集要項を公開しました
public /changes/admissions/公立はこだて未来大学-admission-change-1a5f0b01bcb8b319 / signal 1a5f0b01bcb8b319
Change pageSourcecovered ・ policy / 北海学園大学
お知らせ 2026.10.23 【合格発表】 総合型選抜（1次選考）
public /changes/policy/北海学園大学-policy-19c0004652ead792 / signal 19c0004652ead792
Change pageSourcecovered ・ admissions / こども教育宝仙大学
2026.10.22 【2027年度入試】 総合型選抜Ｃ日程（2回目）出願受付中
public /changes/admissions/こども教育宝仙大学-admission-change-1d8d17946873f008 / signal 1d8d17946873f008
Change pageSource每类核心数据是否有条目、入口、机器文件和审计证据；这是商品级运行的每日台账。
University canonical entries ・ status queryable / items 904
public /university/[slug] / machine data/canonical/universities.json
sample /university/SBC東京医療大学 / machine query /api/search?detail=SBC東京医療大学 / audit /status/operator-daily.json#scorecard.productGrade.dataEntryCoverage.universities
Every visible school should resolve to one queryable university detail page.
Keep JPCUP official matching review-only before changing canonical school identity.
Canonical data quality audit ・ status review / items 274
public /status/operator-daily#canonical-data-quality / machine data/canonical/universities.json
sample /status/operator-daily#canonical-data-quality / machine query /status/operator-daily.json#canonicalDataQuality / audit /status/operator-daily.json#canonicalDataQuality
0 public visible blockers / 17 hidden blockers / 257 review items across 980 canonical schools.
Fix only high-confidence internal contradictions; keep ambiguous official identity changes in a review queue.
News landing entries ・ status queryable / items 2655
public /news/[slug] / machine data/canonical/news_feed.json
sample /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2382 / machine query /status/operator-daily.json#seoPageOpportunities / audit /status/operator-daily.json#seoPageOpportunities
8 SEO page opportunities are mapped back to readable landing entries.
Use recovered canonical news pages for QA instead of old truncated attribution samples.
News Watch operator queue ・ status action_required / items 719
public /status/operator-daily#news-watch-queue / machine data/canonical/admin_watch/news_watch_v1_admin_queue.json
sample /status/operator-daily#news-watch-queue / machine query /status/operator-daily.json#newsWatchQueue / audit /status/operator-daily.json#newsWatchQueue
719 watch items / 719 pending / 111 high-impact pending.
Review high-impact pending items first and promote confirmed admissions, tuition, policy, and open-campus updates into canonical changes/news entries.
Search landing conversion path ・ status signal / items 8
public /news/[slug] -> /compare?add=[university] / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2382 / machine query /compare?add=二松学舎大学 / audit /status/operator-daily.json#experimentWatch.search_landing_compare_cta
Top SEO landing sample and compare-add destination are checked daily; 1 compare CTA events / 239 bridge impressions.
If search-referred decision sessions stay zero, QA this exact sample and compare-add destination before changing more copy.
Structured change entries ・ status queryable / items 150
public /changes/[category]/[slug] / machine data/canonical/btoai/release_latest_v1.json
sample /changes/admissions/フェリス女学院大学-admission-change-08e65fb752a288b5 / machine query /api/btoai/signals?signal_type=admission_change&limit=20 / audit /api/btoai/release
Release-ready changes have public pages and machine-readable BtoAI records.
Keep daily urgent changes and 3-day curated releases aligned so public pages stay fresh.
BtoAI release feed ・ status watch / items 150
public /btoai / machine /api/btoai/release
sample /btoai / machine query /api/btoai/release / audit /status/operator-daily.json#experimentWatch.btoai_human_intent
0 human/API-builder intent events; 5 endpoint requests.
Distinguish human buyer/API-builder clicks from bot/API traffic before charging.
Commercial funnel summary ・ status api_without_human_intent / items 10
public /status/operator-daily#commercial-funnel / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /status/operator-daily#commercial-funnel / machine query /status/operator-daily.json#commercialSummary / audit /status/operator-daily.json#commercial_summary
148 visitors -> 10 search sessions -> 145 bridge-impression sessions -> 10 decision sessions -> 1 compare sessions -> 0 BtoAI human sessions.
Keep bot/API traffic separate and make the no-code BtoAI demo path the primary human CTA.
Search session bottleneck diagnostics ・ status ready / items 10
public /status/operator-daily#search-session-diagnostics / machine data/canonical/admin_watch/attribution_daily_latest_v1.json
sample /status/operator-daily#search-session-diagnostics / machine query /status/operator-daily.json#searchSessionDiagnostics / audit /status/operator-daily.json#search_session_diagnostics
0 no-bridge, 10 seen-no-click, 0 search compare conversions.
Use top_landing_pages_without_bridge first; if empty, tune top_landing_pages_with_bridge_no_click.
Search funnel action plan ・ status actionable / items 4
public /status/operator-daily#search-funnel-action-plan / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /status/operator-daily#search-funnel-action-plan / machine query /status/operator-daily.json#searchFunnelActionPlan / audit /status/operator-daily.json#search_funnel_action_plan
10 search sessions: 0 no-bridge, 10 seen-no-click, 0 click-no-compare, 0 converted compare.
Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
Search funnel action live check ・ status ok / items 4
public /status/operator-daily#search-funnel-action-live-check / machine data/canonical/admin_watch/search_funnel_action_live_check_latest_v1.json
sample /status/operator-daily#search-funnel-action-live-check / machine query /status/operator-daily.json#searchFunnelActionLiveCheck / audit /status/operator-daily.json#search_funnel_action_live_check
4/4 search funnel action targets render expected bridge content.
If a target fails, fix the target page before changing broader SEO strategy; if it passes but no-bridge repeats, treat it as attribution/freshness debt.
First-party attribution ・ status loaded / items 549
public /status/operator-daily / machine data/canonical/admin_watch/attribution_daily_latest_v1.json
sample /status/operator-daily#trend-readout / machine query /status/operator-daily.json#trends.dailyReadout / audit /status/operator-daily.json#trends.dailyReadout
148 visitors / 155 sessions / 549 events.
Use this as the current traffic truth and keep the first-party event pipeline healthy.
3060 automation health ・ status ok / items 6
public /status/operator-daily#automation-health / machine data/raw/pipeline_logs
sample /status/operator-daily#automation-health / machine query /status/operator-daily.json#automationHealth / audit /status/operator-daily.json#automation_health
6/6 automation jobs green; 0 config-missing; 0 stale/missing/warning.
Keep cron running on 3060; Search Console OAuth refresh is covered by the 08:12 JST fetch.
3060 deployment health ・ status ok / items 1
public /status/operator-daily#deployment-health / machine /data/hdd2/services/daigakujoho/release-state.json
sample /status/operator-daily#deployment-health / machine query /status/operator-daily.json#deploymentHealth / audit /status/operator-daily.json#deployment_health
3060 self-host release is healthy: daigakujoho-app:20261023T230002Z.
Keep the 3060 release, health check, and Cloudflare Tunnel canaries enabled.
Trend insights and tendency readout ・ status needs_attention / items 4
public /status/operator-daily#trend-insights / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /status/operator-daily#trend-insights / machine query /status/operator-daily.json#trendInsights / audit /status/operator-daily.json#trend_insights
visitor growth; search demand softening; compare conversion present; decision actions present; bridge exposure present; quality needs review
Use this section as the daily tendency readout before drilling into raw trend rows.
SEO summary and action plan ・ status measured / items 8
public /status/operator-daily#seo-summary / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /status/operator-daily#seo-summary / machine query /status/operator-daily.json#seoSummary / audit /status/operator-daily.json#seo_summary
10 search sessions; Search Console loaded; 8 page opportunities.
Read this section first for the daily SEO verdict, evidence level, blind spots, and next action.
Product progress readout ・ status watch / items 5
public /status/operator-daily#product-progress / machine data/canonical/admin_watch/operator_daily_brief_latest_v1.json
sample /status/operator-daily#product-progress / machine query /status/operator-daily.json#productProgress / audit /status/operator-daily.json#product_progress
904 universities, 2655 news entries, 150 change entries, 0 public visible canonical blockers, 236 public visible canonical review items, 6 actionable route/API quality issues.
Use this section as the daily product-grade progress readout.
Search Console query truth ・ status loaded / items 1860
public /status/operator-daily#search-console-setup / machine /data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.json
sample /status/operator-daily#search-console-setup / machine query /status/operator-daily.json#searchConsoleSetup / audit /status/operator-daily.json#searchConsoleSetup
28 clicks / 1860 impressions / connector loaded / connector freshness fresh.
Run npm run fetch:search-console -- --list-sites to verify property access, then npm run audit:growth && npm run audit:operator.
Decision and conversion events ・ status active / items 11
public /status/operator-daily#conversion-event-readout / machine data/canonical/admin_watch/attribution_daily_latest_v1.json
sample /status/operator-daily#conversion-event-readout / machine query /status/operator-daily.json#scorecard.conversion / audit /status/operator-daily.json#scorecard.conversion
11 decision events; 239 bridge impressions; 1 compare sessions.
Tune only the exact pages/events that show exposure without downstream compare intent.
Product quality and broken-route watch ・ status watch / items 6
public /status/operator-daily#actionable-quality-issues / machine data/canonical/admin_watch/traffic_daily_latest_v1.json
sample /status/operator-daily#actionable-quality-issues / machine query /status/operator-daily.json#scorecard.productGrade / audit /status/operator-daily.json#scorecard.productGrade
187 current unexpected 4xx; 0 server errors; 6 actionable issues.
Keep probe/scanner noise separated from user-facing product defects.
自动打开 Data Inventory 的 sample/API/audit 入口，确认今天的商品数据不只是写在报告里，而是真的可访问。
status ok / checked 60 / ok 60 / failed 0 / transient 0 / http-failed 0
generated 2026/10/24 18:55 / operator 2026/10/24 18:55 / base https://daigakujoho.com
datasets 20 / warnings none
所有 Data Inventory live links 当前通过
下次 audit 产出后会自动更新。
visitor growth; search demand softening; compare conversion present; decision actions present; bridge exposure present; quality needs review / previous 2026/10/23 8:15
Trend Insights / 倾向解读
visitor growth; search demand softening; compare conversion present; decision actions present; bridge exposure present; quality needs review
confidence search_console / status needs_attention
traffic_tendency ・ growth
Public visitors are 148 (+3, up); public sessions are 155 (+6, up).
Keep separating operator/status sessions from public traffic before judging growth.
search_tendency ・ decline
Search-referred sessions are 10 (-1, down); confidence is search_console.
Use Search Console query/rank rows for exact SEO direction.
conversion_tendency ・ active
Decision actions are 10 (+3, up); compare sessions are 1 (-2, down); search-referred decision sessions are 3 (+1, up).
If bridge impressions stay above search decisions, tune the exact exposed landing pages before changing broad copy.
quality_tendency ・ needs_review
Current unexpected 4xx is 187 (unknown); product status is watch.
Keep probe/scanner noise separated from actionable product defects.
Public visitors ・ current 148 / delta +3
direction up / status good
Anonymous first-party visitors after excluding operator/status traffic.
Public sessions ・ current 155 / delta +6
direction up / status good
Anonymous browser sessions after excluding operator/status traffic.
Operator/test sessions ・ current 0 / delta 0
direction flat / status flat
Known status-page and codex canary sessions separated from public traffic.
Search-referred sessions ・ current 10 / delta -1
direction down / status watch
Sessions with search referrers; pair with Search Console query truth for exact intent.
Compare sessions ・ current 1 / delta -2
direction down / status watch
Sessions reaching compare actions from tracked first-party events.
Decision action sessions ・ current 10 / delta +3
direction up / status good
Sessions with tracked search/compare/BtoAI/decision CTA actions.
Search-referred decision sessions ・ current 3 / delta +1
direction up / status good
Search-referred sessions that continued into a tracked decision action.
Search-referred compare sessions ・ current 0 / delta 0
direction flat / status flat
Search-referred sessions that reached a compare action.
Decision bridge impression sessions ・ current 145 / delta +10
direction up / status good
Sessions where the search landing decision checkpoint was rendered; separates no-exposure from no-click.
BtoAI sessions ・ current 0 / delta 0
direction flat / status flat
Human BtoAI console/endpoint interaction sessions, separate from raw API/bot requests.
Unexpected 4xx ・ current 187 / delta n/a
direction unknown / status unknown
Current-day unexpected client errors from request-log audit; lower is better.
BtoAI requests ・ current 5 / delta n/a
direction unknown / status unknown
Current daily BtoAI endpoint requests. Weekly aggregate: 68.
Search Console is loaded: 28 clicks / 1860 impressions / average position 18.2.
truth search_console_api / confidence high
search sessions 10 / Search Console loaded / connector loaded / freshness fresh
GSC 28 clicks / 1860 impressions / avg position 18.18064516129032
blind spots current_24h_snapshot_stale / page opportunities 8
Do not keep rewriting this SEO landing page today. The search bridge and compare CTA are visible, so wait for fresh post-fix attribution/Search Console samples before changing title/H1/meta or CTA copy again.
Use Search Console API rows from the unattended 08:12 JST fetch to prioritize page-level title, meta, and CTA work.
优先使用 Search Console 真值；没有真值时使用 attribution/referrer 代理信号。
1. /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を
query '二松学舎大学 学年 暦 2026', 3 clicks / 17 impressions / position 5.9; live search-funnel check shows the bridge and compare CTA are visible
Do not keep rewriting this SEO landing page today. The search bridge and compare CTA are visible, so wait for fresh post-fix attribution/Search Console samples before changing title/H1/meta or CTA copy again.
2. /university/西日本工業大学
query '西日本工業大学 偏差値', 2 clicks / 54 impressions / position 10.4
Strengthen school-specific conversion: compare CTA, related news/changes, and clear admissions/fee facts. Prioritize title/H1/meta alignment with the query and verify the next-step CTA.
3. /news/2026-05-14-兵庫医科大学-2026-04-27-mon-お知らせ-来校型-2026年度オープン
query '兵庫医科大学 年間スケジュール 2026', 1 clicks / 24 impressions / position 7.5
Treat as an SEO landing page: verify related university/change links, compare CTA, and a useful title/summary. Prioritize title/H1/meta alignment with the query and verify the next-step CTA.
4. /news/2026-09-04-大学プレスセンター-大阪産業大学-初の女性-歴代
query '二村 雅子 家族', 1 clicks / 15 impressions / position 5.3
Treat as an SEO landing page: verify related university/change links, compare CTA, and a useful title/summary. Prioritize title/H1/meta alignment with the query and verify the next-step CTA.
5. /news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を掲載いたしました-2353
7 search-attributed sessions/events; live search-funnel check shows the bridge and compare CTA are visible
Do not keep rewriting this SEO landing page today. The search bridge and compare CTA are visible, so wait for fresh post-fix attribution/Search Console samples before changing title/H1/meta or CTA copy again.
6. /action-intent/ual_71b1758a872d2752
1 search-attributed sessions/events
Review intent and add the next best internal step.
直接列出 Search Console 证明有曝光和点击的页面，用来决定今天先优化哪一页。
暂无 Search Console page rows
下次 audit 产出后会自动更新。
把搜索落地页转成可读的页面级优化清单，避免只看到编码 URL。
1. https://daigakujoho.com/university/西日本工業大学
type other_landing / signal ranked / query '西日本工業大学 偏差値'; 2 clicks / 54 impressions / pos 10.4
university - / prefecture - / Review intent and add the next best internal step.
2. https://daigakujoho.com/news/2026-05-14-兵庫医科大学-2026-04-27-mon-お知らせ-来校型-2026年度オープン
type other_landing / signal ranked / query '兵庫医科大学 年間スケジュール 2026'; 1 clicks / 24 impressions / pos 7.5
university - / prefecture - / Review intent and add the next best internal step.
3. https://daigakujoho.com/news/2026-09-04-大学プレスセンター-大阪産業大学-初の女性-歴代
type other_landing / signal ranked / query '二村 雅子 家族'; 1 clicks / 15 impressions / pos 5.3
university - / prefecture - / Review intent and add the next best internal step.
4. https://daigakujoho.com/news/2026-04-01-専修大学-専修大学が学事暦-年間スケジュール情報
type other_landing / signal ranked / query '専修大学 学事歴'; 1 clicks / 12 impressions / pos 9.0
university - / prefecture - / Review intent and add the next best internal step.
5. https://daigakujoho.com/news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を
type other_landing / signal ranked / query '二松学舎大学 学年歴'; 1 clicks / 10 impressions / pos 5.8
university - / prefecture - / Review intent and add the next best internal step.
6. 2026/05/08 2027年度入試日程について速報版を掲載いたしました
type news_landing / signal proxy_signal / primary query '二松学舎大学 学年 暦 2026'; 7 search-referred sessions
university 二松学舎大学 / prefecture 東京都 / 二松学舎大学 のニュース首屏で、学校詳細・比較・関連 changes の3導線が見えるか確認し、最初のCTAを1つに絞ってクリックを発火させる。
7. /action-intent/ual_71b1758a872d2752
type other_landing / signal proxy_signal / 1 search-referred sessions
university - / prefecture - / Review intent and add the next best internal step.
8. 2027年度入試説明会の開催日程
type news_landing / signal proxy_signal / 1 search-referred sessions
university デジタルハリウッド大学 / prefecture 東京都 / デジタルハリウッド大学 のニュース首屏で、学校詳細・比較・関連 changes の3導線が見えるか確認し、最初のCTAを1つに絞ってクリックを発火させる。
确认落地页样本是否可精确优化；历史截断路径会被拦住，不当作真实 SEO 页面。
1. https://daigakujoho.com/university/西日本工業大学
status ready_for_page_qa / path length 98 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
2. https://daigakujoho.com/news/2026-05-14-兵庫医科大学-2026-04-27-mon-お知らせ-来校型-2026年度オープン
status blocked_truncated_path / path length 240 / truncated true
This attribution row was captured with the historical 240-character path cap. Do not optimize this exact URL; wait for fresh post-fix samples or use Search Console to recover the real landing page.
3. https://daigakujoho.com/news/2026-09-04-大学プレスセンター-大阪産業大学-初の女性-歴代
status blocked_truncated_path / path length 240 / truncated true
This attribution row was captured with the historical 240-character path cap. Do not optimize this exact URL; wait for fresh post-fix samples or use Search Console to recover the real landing page.
4. https://daigakujoho.com/news/2026-04-01-専修大学-専修大学が学事暦-年間スケジュール情報
status ready_for_page_qa / path length 240 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
5. https://daigakujoho.com/news/2026-05-08-二松学舎大学-2026-05-08-2027年度入試日程について速報版を
status blocked_truncated_path / path length 240 / truncated true
This attribution row was captured with the historical 240-character path cap. Do not optimize this exact URL; wait for fresh post-fix samples or use Search Console to recover the real landing page.
6. 2026/05/08 2027年度入試日程について速報版を掲載いたしました
status ready_for_page_qa / path length 290 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
7. /action-intent/ual_71b1758a872d2752
status ready_for_page_qa / path length 35 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
8. 2027年度入試説明会の開催日程
status ready_for_page_qa / path length 234 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
真实 query / impression / rank 的接入状态和下一步。
Chrome visible 24h ・ status stale / freshness stale
clicks 11 / impressions 884 / CTR 1.2% / avg position 13.9
captured 2026/06/13 1:35 / updated 4.5小时前 / query rows 278
Chrome-visible 24h Search Console snapshot is stale; refresh it before using zero-click pages. Prefer fresh Search Console API rows meanwhile.
/news/2026-06-09-関西学院大学-関西学院大学が学事暦-年間スケジュール情報を公開-40 ・ 100 impressions / 0 clicks
当前 Chrome Search Console 24h 可见数据；优先检查 title/H1/meta 和首屏 CTA 是否匹配搜索意图。
/news/2026-06-11-専修大学-専修大学が学事暦-年間スケジュール情報を公開-38 ・ 77 impressions / 0 clicks
当前 Chrome Search Console 24h 可见数据；优先检查 title/H1/meta 和首屏 CTA 是否匹配搜索意图。
/news/2026-06-11-東京理科大学-東京理科大学が学事暦-年間スケジュール情報を公開-47 ・ 21 impressions / 0 clicks
当前 Chrome Search Console 24h 可见数据；优先检查 title/H1/meta 和首屏 CTA 是否匹配搜索意图。
status loaded / connector loaded / export loaded
env /home/ianwu/.config/daigakujoho/search-console.env / exists true / auth oauth_refresh_token
cron 08:12 JST daigakujoho-search-console-fetch / latest export /data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.json
connector freshness fresh / checked 2026/10/24 8:12 / age 10.7h
manual paths /data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.json / /data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.csv
verify npm run fetch:search-console -- --list-sites / npm run fetch:search-console / npm run audit:growth / npm run audit:operator-with-canary
Run npm run fetch:search-console -- --list-sites to verify property access, then npm run audit:growth && npm run audit:operator.
Manual Search Console export
Fastest one-off path when browser access exists but API credentials are not ready.
required Search Console performance export with query, page, clicks, impressions, CTR, and position.
commands npm run audit:growth / npm run audit:operator-with-canary
OAuth refresh token
Best recurring setup for a human-owned Search Console property.
required GOOGLE_OAUTH_CLIENT_ID, GOOGLE_OAUTH_CLIENT_SECRET, GOOGLE_OAUTH_REFRESH_TOKEN
commands npm run fetch:search-console -- --list-sites / npm run fetch:search-console / npm run audit:operator-with-canary
Service account file
Best server-owned setup after adding the service account email to the Search Console property.
required SEARCH_CONSOLE_SERVICE_ACCOUNT_FILE
commands npm run fetch:search-console -- --list-sites / npm run fetch:search-console / npm run audit:operator-with-canary
Temporary access token
Short-lived diagnostic path only; not suitable for unattended daily cron.
required SEARCH_CONSOLE_ACCESS_TOKEN
commands npm run fetch:search-console / npm run audit:operator-with-canary
跟踪刚上线的产品实验是否从搜索或 BtoAI 流量里产生真实动作。
Search landing compare CTA ・ status signal / clicks 1 / impressions 239 / sessions 1
impression sessions 145 / fallback 10 / target
Inspect which target event fired, then tune the destination page and compare CTA for that exact route.
BtoAI human/API-builder intent ・ status collecting / clicks 0 / impressions 0 / sessions 0
impression sessions 0 / fallback 5 / target
Keep separating raw API/bot requests from human endpoint clicks; if clicks stay zero, add a simpler public API demo path.
Commercial action intent ・ status exposed_no_click / clicks 0 / impressions 1 / sessions 0
impression sessions 1 / fallback 1 / target
Users reached the action-intent page but did not continue; tighten the primary official CTA and source context.
判断搜索流量有没有继续进入比较、学校详情、changes 或 BtoAI 动作。
tracked search/compare/BtoAI/CTA events
decision bridge clicks from landing pages
checkpoint panels rendered, not counted as clicks
search-referred sessions with a follow-up action
search-referred sessions reaching compare actions
search-referred sessions where the bridge was seen
university_open_campus_visit_plan_view
count 7
commercial_intent_open
count 1
compare_add_from_query
count 1
news_search_answer_open_official_action_intent
count 1
search_results_close_bar_view
count 1
暂无 bridge event
下次 audit 产出后会自动更新。
news_search_intent_panel_view
count 110
university_search_intent_panel_view
count 37
university_search_close_bar_view
count 36
university_hensachi_reality_check_view
count 31
university_open_campus_visit_plan_view
count 7
university_search_console_demand_panel_view
count 6
home_post_portal_router_view
count 3
public_info_search_recovery_panel_view
count 3
确认今天的汇报是否基于新鲜数据，而不是旧文件。
attribution ・ fresh
generated 2026-10-24 08:15 / age 10.7h / stale after 36h
traffic ・ fresh
generated 2026-10-24 08:10 / age 10.8h / stale after 36h
growth_daily ・ fresh
generated 2026-10-24 08:20 / age 10.6h / stale after 36h
growth_weekly ・ fresh
generated 2026-10-24 08:25 / age 10.5h / stale after 192h
btoai_release ・ fresh
generated 2026-10-24 07:17 / age 11.6h / stale after 84h
news_watch_queue ・ fresh
generated 2026-10-24 07:17 / age 11.6h / stale after 36h
launch_readiness ・ fresh
generated 2026-10-24 18:55 / age 0h / stale after 168h
search_console_connector ・ fresh
generated 2026-10-24 08:12 / age 10.7h / stale after 36h
search_funnel_action_live_check ・ fresh
generated 2026-10-24 18:55 / age 0h / stale after 36h
只列需要修复的 route/API 坏链路，不含扫描器和探针噪音。
/university
source growth_daily / class needs_review / count 21
Inspect referrer/user path before counting it as either noise or product breakage.
/.env-example
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/.claude/settings.json
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/.aws/config
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/.claude/settings.local.json
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/.aws/credentials
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
保留可查证样本，但不计入商品质量风险。
/wp-admin/install.php
source growth_daily / class probe_or_asset_noise / count 2
Move to expected-noise classification if recurring; no product UX fix first.
/.aws/.env
source growth_daily / class probe_or_asset_noise / count 2
Move to expected-noise classification if recurring; no product UX fix first.
每天可以直接执行或复核的高层建议。
1. news_watch_queue
Review and promote 8 missing high-impact news/watch items into canonical changes/news before spending more time on watch-only funnel tweaks.
Fresh, official updates are the product value source; top sample is 高志大など5大学が2028年新設申請、認可は7月末に前倒し…旺文社. High-impact mix: 入試 77, オープンキャンパス 17, 受験 9.
2. search_funnel
Do not keep rewriting this landing page today. The compare-add destination resolves live, so wait for the next attribution run to show whether fresh search sessions click the CTA.
5 search session(s) saw the bridge but did not click.
3. btoai
Separate bot/API consumption from human endpoint clicks in the next attribution readout.
BtoAI request demand exists, but human/API-builder intent is not yet proven by first-party clicks.
4. quality
Review the Quality Issues table and keep current-day 4xx separate from weekly history.
商品级运行 requires noisy probes, historical incidents, and real broken user paths to be separated.