public sessions 63 / events 276 / raw 63 visitors / operator-test 0 sessions
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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 63 / events 276 / raw 63 visitors / operator-test 0 sessions
truth search_console_api / connector error / clicks 44 / impressions 1981
compare 0 / bridge events 2 / search decision 7 / search compare 0
release 150 / review 3
weekly 4xx 2972 / 5xx 0 / actionable 7 / probe noise 1
4 warnings: 0 blockers, 0 review backlog, 4 watch items.
63 public visitors (+13), 15 search sessions (+6), 8 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Traffic
63 public visitors / 63 public sessions / 276 public events from first_party_attribution; raw 63 visitors / 63 sessions, operator/test 0 sessions separated.
SEO ・ reliability search_console_api
15 search-referred sessions; SEO truth is search_console_api; Search Console status is loaded.
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.
Conversion
8 decision-action sessions, 61 bridge-impression sessions, 0 compare sessions.
Product
Product quality watch; live data links 60/60 ok; 13 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, 1830 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
7 actionable quality issues; 1 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 3 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 私大医学部14校の入試を再現「実力判定テスト」開始…メディカルラボ. High-impact mix: 入試 46, オープンキャンパス 25, 受験 7.
2. conversion
Use the Conversion Event Readout to identify clicked bridges, then tune the compare CTA on those exact pages.
Decision actions are present, but compare sessions are still zero.
2. search_funnel
Wait for fresh post-fix first-party samples or load Search Console rows to recover the exact canonical landing page, then QA the bridge impression on that page.
1 search session(s) landed here without a bridge impression.
4 warnings: 0 blockers, 0 review backlog, 4 watch items.
automation_health_watch ・ watch ・ automation
One or more scheduled jobs are stale, missing, or warning; public data may still be current.
Next: Open Automation Health and refresh only jobs that own fresh data or production publishing.
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.
63 public visitors (+13), 15 search sessions (+6), 8 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Verdict ・ fix_product_quality_before_growth
traffic 63 visitors / search 15 / decision 8 / compare 0
product watch / universities 904 / news 1830 / changes 150 / SEO truth search_console_api
Top Priority ・ news_watch_queue
Review and promote 3 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 私大医学部14校の入試を再現「実力判定テスト」開始…メディカルラボ. High-impact mix: 入試 46, オープンキャンパス 25, 受験 7.
63 visitors -> 15 search sessions -> 61 bridge-impression sessions -> 8 decision sessions -> 0 compare sessions -> 0 BtoAI human sessions.
status decision_without_compare / bottleneck compare_activation
traffic 63 visitors / 63 sessions / search 15
funnel 61 bridge impressions / 8 decisions / 0 compare / BtoAI human 0 / raw requests 5
rates search 23.8% / bridge 96.8% / decision 12.7% / compare 0%
search funnel seen 13 / clicked 1 / decision 7 / compare 0
trend decision +3 / compare 0 / BtoAI 0
Autopilot cron / 自动化证据: status dry_run_observed / events 30 / latest for_schools:fs_24b5b355-40b3-460f-85fe-5cbbfb10b1cc / handoff
Review this dry-run execution event before enabling COMMERCIAL_OPERATOR_AUTOPILOT_MODE=send.
Inspect clicked bridge destinations, then tune the compare CTA on those exact pages.
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 86.7%
search-to-bridge click 6.7%
search-to-decision 46.7%
search-to-compare 0%
当前瓶颈 ・ compare_activation
Inspect clicked bridge destinations, then tune the compare CTA on those exact pages.
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 2 / seen_no_click 12 / converted 0
Search sessions are grouped by anonymous session_id. session_ref is a one-way hash; raw session IDs are not exposed.
No bridge #1: /action-intent/ual_2b562197e048ed45
sessions 1 / type other_landing / university -
resolved -
raw /action-intent/ual_2b562197e048ed45
No bridge #2: 関西学院大学が学事暦・年間スケジュール情報を公開
sessions 1 / type news_landing / university 関西学院大学
resolved /news/2026-04-01-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-1665
raw /news/2026-04-01-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-1634
Seen no click #1: 神戸女学院大学が学事暦・年間スケジュール情報を公開
sessions 3 / type news_landing / university 神戸女学院大学
resolved /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1664
raw /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639
Seen no click #2: 専修大学が学事暦・年間スケジュール情報を公開
sessions 1 / type news_landing / university 専修大学
resolved /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を公開-1657
raw /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を公開-1640
Seen no click #3: 東京理科大学が学事暦・年間スケジュール情報を公開
sessions 1 / type news_landing / university 東京理科大学
resolved /news/2026-04-01-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-1663
raw /news/2026-04-01-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-1643
Seen no click #4: 神戸女学院大学が学事暦・年間スケジュール情報を公開
sessions 1 / type news_landing / university 神戸女学院大学
resolved /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1664
raw /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-505
Seen no click #5: 関西学院大学が学事暦・年間スケジュール情報を公開
sessions 1 / type news_landing / university 関西学院大学
resolved /news/2026-04-01-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-1665
raw /news/2026-04-01-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-1521
Seen no click #6: 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
sessions 1 / type news_landing / university デジタルハリウッド大学
resolved /news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする未来をつかむために-入試日程や出願フローについて丁寧に解説-あなたの魅力を最大限アピールできる選抜方式を探しましょう-1139
raw /news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする未来をつかむために-入試日程や出願フローについて丁寧に解説-あなたの魅力を最大限アピールできる選抜方式を探しましょう-1123
Seen no click #7: 大阪医科薬科大学
sessions 1 / type university_landing / university 大阪医科薬科大学
resolved -
raw /university/大阪医科薬科大学
Seen no click #8: 愛知文教大学
sessions 1 / type university_landing / university 愛知文教大学
resolved -
raw /university/愛知文教大学
Seen no click #9: 愛知東邦大学
sessions 1 / type university_landing / university 愛知東邦大学
resolved -
raw /university/愛知東邦大学
Seen no click #10: 金城学院大学
sessions 1 / type university_landing / university 金城学院大学
resolved -
raw /university/金城学院大学
search_session_1_ab2a6ddb14 ・ bridge_seen_no_click
landing 神戸女学院大学が学事暦・年間スケジュール情報を公開
raw landing /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-505
events news_search_intent_panel_view, news_schedule_conflict_spotlight_view, page_view, news_detail_view, news_schedule_conflict_lens_view, news_search_answer_open_official_action_intent, commercial_intent_open
pages /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-505, /action-intent/ual_2b562197e048ed45
search_session_2_213e667b98 ・ bridge_seen_no_click
landing 大阪医科薬科大学
raw landing /university/大阪医科薬科大学
events university_detail_view, university_hensachi_reality_check_view, university_search_close_bar_view, university_search_console_demand_panel_view, university_search_intent_panel_view, page_view, university_hensachi_answer_open_ranking
pages /university/大阪医科薬科大学, /ranking
search_session_3_b36003e3a5 ・ no_bridge_impression
landing /action-intent/ual_2b562197e048ed45
raw landing /action-intent/ual_2b562197e048ed45
events commercial_intent_open, page_view
pages /action-intent/ual_2b562197e048ed45
search_session_4_c11bf62ffd ・ bridge_seen_no_click
landing 愛知東邦大学
raw landing /university/愛知東邦大学
events university_detail_view, university_search_intent_panel_view, university_hensachi_reality_check_view, university_search_close_bar_view, university_open_campus_visit_plan_view, page_view
pages /university/愛知東邦大学
search_session_5_cad3f97ce4 ・ bridge_seen_no_click
landing 金城学院大学
raw landing /university/金城学院大学
events university_detail_view, university_search_console_demand_panel_view, university_search_intent_panel_view, page_view, university_search_close_bar_view
pages /university/金城学院大学
search_session_6_5f464cd7e3 ・ bridge_seen_no_click
landing 専修大学が学事暦・年間スケジュール情報を公開
raw landing /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を公開-1640
events news_schedule_conflict_spotlight_view, news_schedule_conflict_lens_view, news_search_intent_panel_view, page_view, news_detail_view
pages /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を公開-1640
search_session_7_f1da56e84c ・ bridge_seen_no_click
landing 関西学院大学が学事暦・年間スケジュール情報を公開
raw landing /news/2026-04-01-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-1521
events news_detail_view, news_search_intent_panel_view, page_view, news_schedule_conflict_lens_view, news_schedule_conflict_spotlight_view
pages /news/2026-04-01-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-1521
search_session_8_e9e73a8065 ・ decision_no_compare
landing 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
raw landing /news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする未来をつかむために-入試日程や出願フローについて丁寧に解説-あなたの魅力を最大限アピールできる選抜方式を探しましょう-1123
events news_detail_view, news_search_intent_panel_view, page_view, news_search_answer_open_official_action_intent, commercial_intent_open, news_search_answer_bridge_open_source
pages /news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする未来をつかむために-入試日程や出願フローについて丁寧に解説-あなたの魅…, /action-intent/ual_6c8d695aa9eb7382
search_session_9_5f43cc0108 ・ no_bridge_impression
landing 関西学院大学が学事暦・年間スケジュール情報を公開
raw landing /news/2026-04-01-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-1634
events page_view
pages /news/2026-04-01-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-1634
search_session_10_c301d13025 ・ bridge_seen_no_click
landing 神戸女学院大学が学事暦・年間スケジュール情報を公開
raw landing /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639
events news_search_intent_panel_view, news_detail_view, page_view, news_schedule_conflict_spotlight_view, news_schedule_conflict_lens_view, news_search_answer_open_official_action_intent, commercial_intent_open, commercial_intent_continue_official
pages /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639, /action-intent/ual_2b562197e048ed45
search_session_11_e317a58727 ・ bridge_seen_no_click
landing 愛知文教大学
raw landing /university/愛知文教大学
events university_detail_view, page_view, university_search_intent_panel_view, university_search_console_demand_panel_view, university_search_close_bar_view, university_hensachi_reality_check_view
pages /university/愛知文教大学
search_session_12_b721c934c7 ・ bridge_seen_no_click
landing 神戸女学院大学が学事暦・年間スケジュール情報を公開
raw landing /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639
events news_search_intent_panel_view, news_schedule_conflict_lens_view, news_schedule_conflict_spotlight_view, news_detail_view, page_view
pages /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639
15 search sessions: 2 no-bridge, 12 seen-no-click, 1 click-no-compare, 0 converted compare.
Next action
Wait for fresh post-fix first-party samples or load Search Console rows to recover the exact canonical landing page, then QA the bridge impression on that page.
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_no_bridge ・ /action-intent/ual_2b562197e048ed45
evidence 1 search session(s) landed here without a bridge impression.
diagnosis The row is not safely resolvable to a canonical page, so changing page copy from this sample would be guesswork.
action Wait for fresh post-fix first-party samples or load Search Console rows to recover the exact canonical landing page, then QA the bridge impression on that page.
success Next attribution run shows bridge impressions for this resolved landing or no fresh no-bridge repeats.
resolved - / university -
2. search_seen_no_click ・ 神戸女学院大学が学事暦・年間スケジュール情報を公開
evidence 3 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/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1664 / university 神戸女学院大学
3. search_seen_no_click ・ 専修大学が学事暦・年間スケジュール情報を公開
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/2026-04-01-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-1657 / university 専修大学
4. search_seen_no_click ・ 東京理科大学が学事暦・年間スケジュール情報を公開
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/2026-04-01-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-1663 / university 東京理科大学
5. search_seen_no_click ・ 神戸女学院大学が学事暦・年間スケジュール情報を公開
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/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1664 / university 神戸女学院大学
6. search_click_no_compare ・ 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
evidence 1 search session(s) clicked a bridge but did not reach compare.
diagnosis CTA click exists; the downstream compare-add path, candidate identity, or compare UI may be the drop-off.
action QA the bridge destination and compare-add payload for this exact landing, then verify compare action tracking.
success Next attribution run shows converted_compare_sessions or search_referred_compare_sessions from this path.
resolved /news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする未来をつかむために-入試日程や出願フローについて丁寧に解説-あなたの魅力を最大限アピールできる選抜方式を探しましょう-1139 / university デジタルハリウッド大学
7. search_no_bridge ・ 関西学院大学が学事暦・年間スケジュール情報を公開
evidence 1 search session(s) landed here without a bridge impression.
diagnosis Live check shows this page renders the search bridge and compare CTA now. The no-bridge sample should be treated as historical/truncated attribution debt unless fresh repeats appear.
action Do not spend today manually re-confirming this bridge. Monitor the next attribution run and prioritize seen-no-click CTA rows unless this exact landing repeats as fresh no-bridge traffic.
success Next attribution run shows no fresh no-bridge repeats for this landing, or repeated samples include enough event detail to isolate a real instrumentation failure.
resolved /news/2026-04-01-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-1665 / university 関西学院大学
6/6 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.
2. search_seen_no_click ・ 神戸女学院大学が学事暦・年間スケジュール情報を公開
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 ・ 専修大学が学事暦・年間スケジュール情報を公開
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 ・ 東京理科大学が学事暦・年間スケジュール情報を公開
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.
5. search_seen_no_click ・ 神戸女学院大学が学事暦・年間スケジュール情報を公開
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. search_click_no_compare ・ 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
status bridge_visible_no_compare_click / HTTP 200 / bridge true / compare true
Bridge and compare destination resolve live; monitor click-to-compare events before changing page copy.
7. search_no_bridge ・ 関西学院大学が学事暦・年間スケジュール情報を公開
status page_bridge_rendered / HTTP 200 / bridge true / compare true
Page-level bridge renders live; treat repeated no-bridge rows as attribution/freshness debt unless browser events fail.
4/6 automation jobs green; 0 config-missing; 2 stale/missing/warning.
status warning / fresh jobs 4 / 6
Fix stale/missing/warning jobs first; Search Console config_missing is tracked separately as the SEO truth blocker.
Self-host publisher ・ warning
schedule daily 08:00 JST / generated 2026/09/09 8:00 / age 10.9h
3 | FROM node:24-bookworm-slim AS dependencies / -------------------- / ERROR: failed to build: failed to solve: failed to resolve source metadata for docker.io/docker/dockerfile:1.7: failed to do request: Head "https://registry-1.docker.io/v2/docker/dockerfile/manifests/1.7": read tcp 172.17.0.5:43218->198.18.32.253:443: read: connection reset by peer
If stale, check the 3060 publisher cron and self-hosted release output.
Traffic audit ・ fresh
schedule daily 08:10 JST / generated 2026/09/09 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 2026/09/09 8:15 / age 10.7h
> python3 scripts/audit/attribution_daily_audit_v1.py / {"health_status": "error", "warnings": ["supabase_attribution_fetch_failed", "no_attribution_events_observed"], "events": 0, "sessions": 0, "visitors": 0, "preserved_existing_latest": true, "failure_out": "/data/hdd2/ianwu/daigakujoho-app/data/raw/reports/attribution_daily_fetch_error_latest_v1.json", "
If stale, rerun npm run audit:attribution on 3060 and inspect Supabase analytics_events access.
Search Console fetch ・ warning
schedule daily 08:12 JST / generated 2026/09/09 8:12 / age 10.7h
{"schema_version": "search_console.connector_status.v1", "generated_at": "2026-09-08T23:12:06+00:00", "status": "error", "error": "Token request failed via curl: exit 35: curl: (35) OpenSSL SSL_connect: SSL_ERROR_SYSCALL in connection to oauth2.googleapis.com:443", "output": "/data/hdd2/ianwu/daigakujoho-app/data/raw/search_console/latest.json", "config_diag
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 2026/09/09 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 2026/09/09 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:20260908T100501Z.
https://daigakujoho.com
source self_host_release_state / logged https://daigakujoho.com
recovered false / latest none
runtime_env / released 2026-09-08 19:10
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:20260908T100501Z
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。63 public visitors (+13), 15 search sessions (+6), 8 decision-action sessions (+3); data canary 60/60 ok; SEO truth search_console_api.
Line 2
アクセス: 63 visitors / 63 sessions / 276 events。
Line 3
SEO: 15 search sessions、truth=search_console_api、page opportunities=8。
Line 4
Conversion: decision sessions 8、compare sessions 0。
Line 5
商品状態: watch、universities 904、news 1830、changes 150、BtoAI 5 requests / 150 release items。
Line 6
次アクション: [news_watch_queue] Review and promote 3 missing high-impact news/watch items into canonical changes/news before spending more time on watch-only funnel tweaks.
Line 7
注意: [automation / watch] One or more scheduled jobs are stale, missing, or warning; public data may still be current. Next: Open Automation Health and refresh only jobs that own fresh data or production publishing.
Line 8
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 9
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.
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 2026/09/09 18:56
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 704 / pending 701 / high 80
reviewed 3 / ignored 0 / generated 2026/09/09 7:17
704 watch items / 701 pending / 80 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 77 / public pages 77 / missing 3
Pending by category
入試 268 / オープンキャンパス 252 / 大学ニュース 122 / 受験 31 / 学費 22 / 政策 6
High-impact pending by category
入試 46 / オープンキャンパス 25 / 受験 7 / 大学ニュース 2
high ・ 入試 / 三条市立大学
2026.09.01 入試 令和9年度 総合型選抜［探究ワークショップ型選抜］の出願受付を開始しました
published 2026-09-07 / action 入試更新候補 / status pending
Sourcehigh ・ オープンキャンパス / 京都美術工芸大学
2026.09.07 入試情報 2027年度 総合型選抜Ⅱ期B日程（オープンキャンパス参加型）エントリー受付開始！
published 2026-09-07 / action Open Campus確認 / status pending
Sourcehigh ・ 入試 / 佐賀大学
2027年度3年次編入学試験および2026年10月入学・2027年4月入学佐賀大学大学院入学試験合格者の発表について（9月8日発表）
published 2026-09-07 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / 共愛学園前橋国際大学
9/8(火)より出願開始 ｜「総合型選抜（国際社会学部 / デジタル共創学部）」の出願受付開始
published 2026-09-07 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / 兵庫医科大学
2026.09.07(MON) お知らせ 総合型選抜のWEB出願受付開始について
published 2026-09-07 / action 入試更新候補 / status pending
Sourcehigh ・ 受験 / リセマム
【大学受験2027】帝京平成大「薬学部地域枠制度」新設…6年間最大432万円給付
published 2026-09-07 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / せとうち観光専門職短期大学
【9/1】総合型選抜入試 出願受付を開始しました お知らせ 2026年09月01日(火)
published 2026-09-03 / action 入試更新候補 / status pending
Sourcehigh ・ 入試 / 京都美術工芸大学
2026.09.03 入試情報 【重要】特待生チャレンジ制度を新設
published 2026-09-03 / action 入試更新候補 / status pending
Sourcecovered ・ admissions / 三条市立大学
2026.09.01 入試 令和9年度 総合型選抜［探究ワークショップ型選抜］の出願受付を開始しました
public /changes/admissions/三条市立大学-admission-change-dab320d8a8238162 / signal dab320d8a8238162
Change pageSourcecovered ・ open-campus / 京都美術工芸大学
2026.09.07 入試情報 2027年度 総合型選抜Ⅱ期B日程（オープンキャンパス参加型）エントリー受付開始！
public /changes/open-campus/京都美術工芸大学-open-campus-cbf4ebdcd7d7db05 / signal cbf4ebdcd7d7db05
Change pageSourcecovered ・ admissions / 佐賀大学
2027年度3年次編入学試験および2026年10月入学・2027年4月入学佐賀大学大学院入学試験合格者の発表について（9月8日発表）
public /changes/admissions/佐賀大学-admission-change-137ae06d734dae51 / signal 137ae06d734dae51
Change pageSourcecovered ・ admissions / 共愛学園前橋国際大学
9/8(火)より出願開始 ｜「総合型選抜（国際社会学部 / デジタル共創学部）」の出願受付開始
public /changes/admissions/共愛学園前橋国際大学-admission-change-77138740f33ebe80 / signal 77138740f33ebe80
Change pageSourcecovered ・ admissions / 兵庫医科大学
2026.09.07(MON) お知らせ 総合型選抜のWEB出願受付開始について
public /changes/admissions/兵庫医科大学-admission-change-2faf9aa2df8d294b / signal 2faf9aa2df8d294b
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 1830
public /news/[slug] / machine data/canonical/news_feed.json
sample /action-intent/ual_2b562197e048ed45 / 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 704
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
704 watch items / 701 pending / 80 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 /action-intent/ual_2b562197e048ed45 / machine query /compare / 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 / 107 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/三条市立大学-admission-change-dab320d8a8238162 / 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 decision_without_compare / items 8
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
63 visitors -> 15 search sessions -> 61 bridge-impression sessions -> 8 decision sessions -> 0 compare sessions -> 0 BtoAI human sessions.
Inspect clicked bridge destinations, then tune the compare CTA on those exact pages.
Search session bottleneck diagnostics ・ status ready / items 15
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
2 no-bridge, 12 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 7
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
15 search sessions: 2 no-bridge, 12 seen-no-click, 1 click-no-compare, 0 converted compare.
Wait for fresh post-fix first-party samples or load Search Console rows to recover the exact canonical landing page, then QA the bridge impression on that page.
Search funnel action live check ・ status ok / items 6
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
6/6 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 276
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
63 visitors / 63 sessions / 276 events.
Use this as the current traffic truth and keep the first-party event pipeline healthy.
3060 automation health ・ status warning / 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
4/6 automation jobs green; 0 config-missing; 2 stale/missing/warning.
Fix stale/missing/warning jobs first; Search Console config_missing is tracked separately as the SEO truth blocker.
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:20260908T100501Z.
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 rising; compare conversion still zero; 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
15 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, 1830 news entries, 150 change entries, 0 public visible canonical blockers, 236 public visible canonical review items, 7 actionable route/API quality issues.
Use this section as the daily product-grade progress readout.
Search Console query truth ・ status loaded / items 1981
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
44 clicks / 1981 impressions / connector error / 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 20
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
20 decision events; 107 bridge impressions; 0 compare sessions.
Tune only the exact pages/events that show exposure without downstream compare intent.
Product quality and broken-route watch ・ status watch / items 7
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
13 current unexpected 4xx; 0 server errors; 7 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 2026/09/09 18:55 / operator 2026/09/09 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 rising; compare conversion still zero; decision actions present; bridge exposure present; quality needs review / previous 2026/09/07 8:15
Trend Insights / 倾向解读
visitor growth; search demand rising; compare conversion still zero; decision actions present; bridge exposure present; quality needs review
confidence search_console / status needs_attention
traffic_tendency ・ growth
Public visitors are 63 (+13, up); public sessions are 63 (+9, up).
Keep separating operator/status sessions from public traffic before judging growth.
search_tendency ・ growth
Search-referred sessions are 15 (+6, up); confidence is search_console.
Use Search Console query/rank rows for exact SEO direction.
conversion_tendency ・ active
Decision actions are 8 (+3, up); compare sessions are 0 (0, flat); search-referred decision sessions are 7 (+4, 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 13 (unknown); product status is watch.
Keep probe/scanner noise separated from actionable product defects.
Public visitors ・ current 63 / delta +13
direction up / status good
Anonymous first-party visitors after excluding operator/status traffic.
Public sessions ・ current 63 / delta +9
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 15 / delta +6
direction up / status good
Sessions with search referrers; pair with Search Console query truth for exact intent.
Compare sessions ・ current 0 / delta 0
direction flat / status flat
Sessions reaching compare actions from tracked first-party events.
Decision action sessions ・ current 8 / delta +3
direction up / status good
Sessions with tracked search/compare/BtoAI/decision CTA actions.
Search-referred decision sessions ・ current 7 / delta +4
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 61 / delta +8
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 13 / 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: 161.
Search Console is loaded: 44 clicks / 1981 impressions / average position 26.4.
truth search_console_api / confidence high
search sessions 15 / Search Console loaded / connector error / freshness fresh
GSC 44 clicks / 1981 impressions / avg position 26.418980312973247
blind spots current_24h_snapshot_stale / page opportunities 8
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.
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/2026-04-01-関西学院大学-関西学院大学が学事暦-年間スケジュ
query '関学 年間 スケジュール 2026', 4 clicks / 24 impressions / position 12.9
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.
2. /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケ
query '神戸 女学院 大学 年間 スケジュール 2026', 4 clicks / 19 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.
3. /news/2026-08-21-愛知東邦大学-愛知東邦大学が8月のopen-campus日程を公開-155
query '愛知東邦大学 年間 スケジュール 2026', 2 clicks / 9 impressions / position 2.2
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/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする
query 'デジタルハリウッド大学 年間 スケジュール 2026', 2 clicks / 6 impressions / position 4.0
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. /action-intent/ual_2b562197e048ed45
4 search-attributed sessions/events
Review intent and add the next best internal step.
6. /news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケジュール情報を公開-1639
4 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.
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/news/2026-04-01-関西学院大学-関西学院大学が学事暦-年間スケジュ
type other_landing / signal ranked / query '関学 年間 スケジュール 2026'; 4 clicks / 24 impressions / pos 12.9
university - / prefecture - / Review intent and add the next best internal step.
2. https://daigakujoho.com/news/2026-08-21-愛知東邦大学-愛知東邦大学が8月のopen-campus日程を公開-155
type other_landing / signal ranked / query '愛知東邦大学 年間 スケジュール 2026'; 2 clicks / 9 impressions / pos 2.2
university - / prefecture - / Review intent and add the next best internal step.
3. https://daigakujoho.com/news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする
type other_landing / signal ranked / query 'デジタルハリウッド大学 年間 スケジュール 2026'; 2 clicks / 6 impressions / pos 4.0
university - / prefecture - / Review intent and add the next best internal step.
4. https://daigakujoho.com/news/2026-04-01-神戸女学院大学-神戸女学院大学が学事暦-年間スケ
type other_landing / signal ranked / query '神戸女学院大学年間スケジュール'; 2 clicks / 5 impressions / pos 7.8
university - / prefecture - / Review intent and add the next best internal step. Primary query is '神戸 女学院 大学 年間 スケジュール 2026'; make the title, H1, meta description, and first CTA answer that exact intent.
5. https://daigakujoho.com/news/2026-04-01-東京理科大学-東京理科大学が学事暦-年間スケジュ
type other_landing / signal ranked / query '理科大 年間スケジュール 2026'; 2 clicks / 5 impressions / pos 6.6
university - / prefecture - / Review intent and add the next best internal step.
6. /action-intent/ual_2b562197e048ed45
type other_landing / signal proxy_signal / 4 search-referred sessions
university - / prefecture - / Review intent and add the next best internal step.
7. 神戸女学院大学が学事暦・年間スケジュール情報を公開
type news_landing / signal proxy_signal / primary query '関学 年間 スケジュール 2026'; 4 search-referred sessions
university 神戸女学院大学 / prefecture 兵庫県 / 神戸女学院大学 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。 現在 compare sessions は0なので、このページの比較導線を最優先で検証する。
8. 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
type news_landing / signal proxy_signal / primary query 'デジタルハリウッド大学 年間 スケジュール 2026'; 3 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。 現在 compare sessions は0なので、このページの比較導線を最優先で検証する。
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/news/2026-04-01-関西学院大学-関西学院大学が学事暦-年間スケジュ
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.
2. https://daigakujoho.com/news/2026-08-21-愛知東邦大学-愛知東邦大学が8月のopen-campus日程を公開-155
status ready_for_page_qa / path length 237 / truncated false
Run page-level QA on this exact URL: confirm it resolves, has a specific title, and exposes the expected next-step CTAs.
3. https://daigakujoho.com/news/2026-06-26-デジタルハリウッド大学-入試情報2027-ワクワクする
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-神戸女学院大学-神戸女学院大学が学事暦-年間スケ
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/2026-04-01-東京理科大学-東京理科大学が学事暦-年間スケジュ
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.
6. /action-intent/ual_2b562197e048ed45
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.
7. 神戸女学院大学が学事暦・年間スケジュール情報を公開
status ready_for_page_qa / path length 303 / 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. 入試情報2027 ワクワクする未来をつかむために。 入試日程や出願フローについて丁寧に解説。あなたの魅力を最大限アピールできる選抜方式を探しましょう。
status ready_for_page_qa / path length 723 / 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 error / 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 2026/09/09 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 107 / sessions 0
impression sessions 61 / fallback 15 / 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 signal / clicks 1 / impressions 7 / sessions 1
impression sessions 6 / fallback 5 / target
Inspect which target event fired, then tune the destination page and compare CTA for that exact route.
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
commercial_intent_open
count 7
news_search_answer_open_official_action_intent
count 7
news_search_answer_bridge_open_source
count 2
university_open_campus_visit_plan_view
count 2
commercial_intent_continue_official
count 1
university_hensachi_answer_open_ranking
count 1
news_search_answer_bridge_open_source
count 2
news_search_intent_panel_view
count 63
news_schedule_conflict_lens_view
count 9
news_schedule_conflict_spotlight_view
count 9
university_search_close_bar_view
count 6
university_search_intent_panel_view
count 6
university_hensachi_reality_check_view
count 5
university_search_console_demand_panel_view
count 4
university_open_campus_visit_plan_view
count 2
确认今天的汇报是否基于新鲜数据，而不是旧文件。
attribution ・ fresh
generated 2026-09-08 08:15 / age 34.7h / stale after 36h
traffic ・ fresh
generated 2026-09-09 08:10 / age 10.8h / stale after 36h
growth_daily ・ fresh
generated 2026-09-09 08:20 / age 10.6h / stale after 36h
growth_weekly ・ fresh
generated 2026-09-09 08:25 / age 10.5h / stale after 192h
btoai_release ・ fresh
generated 2026-09-09 07:17 / age 11.7h / stale after 84h
news_watch_queue ・ fresh
generated 2026-09-09 07:17 / age 11.7h / stale after 36h
launch_readiness ・ fresh
generated 2026-09-09 18:56 / age 0h / stale after 168h
search_console_connector ・ fresh
generated 2026-09-09 08:12 / age 10.7h / stale after 36h
search_funnel_action_live_check ・ fresh
generated 2026-09-09 18:56 / 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。
/license.txt
source growth_daily / class needs_review / count 4
Inspect referrer/user path before counting it as either noise or product breakage.
/apps/admin/view/default/layui/css/layui.css
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/apps/admin/view/default/layui/css/layui.min.css
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/apps/admin/view/default/layui/layui.js
source growth_daily / class needs_review / count 2
Inspect referrer/user path before counting it as either noise or product breakage.
/university/日本赤十字豊田看護大学
source growth_daily / class user_route_candidate / count 1
Verify the target route exists, then add a redirect or repair the internal/public link.
/university/山梨帝京科学大学
source growth_daily / class user_route_candidate / count 1
Verify the target route exists, then add a redirect or repair the internal/public link.
/university/浜松学院大学
source growth_daily / class user_route_candidate / count 1
Verify the target route exists, then add a redirect or repair the internal/public link.
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 3
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 3 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 私大医学部14校の入試を再現「実力判定テスト」開始…メディカルラボ. High-impact mix: 入試 46, オープンキャンパス 25, 受験 7.
2. conversion
Use the Conversion Event Readout to identify clicked bridges, then tune the compare CTA on those exact pages.
Decision actions are present, but compare sessions are still zero.
2. search_funnel
Wait for fresh post-fix first-party samples or load Search Console rows to recover the exact canonical landing page, then QA the bridge impression on that page.
1 search session(s) landed here without a bridge impression.
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.