# Blivakker AI Shopping Readiness Audit

This package contains customer-review artifacts for `https://www.blivakker.no`.

> Status: first-client/sample package approved for local review sharing (Phase 6 verdict APPROVE_LOCAL_PACKAGING, 2026-06-11). This does not by itself claim Blivakker endorsement, purchase, public approval, live AI-surface ranking, or checkout automation. Do not externally publish or upload to Gumroad without a separate explicit publish approval.

## Recommended reading order

1. `Executive Brief.pdf` — management decision, commercial meaning, top 3 fixes, expected lift, browser journey evidence, guardrails, and benchmark status.
2. `Blivakker AI Shopping Readiness Audit.pdf` — redesigned decision-first report: verdict, decision panel with owner/action matrix, evidence layers, value-bundle appendices, and trace-ID'd technical appendix.
3. `delta-pack/` — before/after delta certificate comparing the 2026-06-01 and 2026-06-11 audit snapshots.
4. `ai-visibility/` — raw transcripts from the live OpenAI model run behind the AI Surface Visibility layer (method-labeled; not ChatGPT UI ranking, not OpenAI Responses API evidence).
5. `browser-evidence/www-blivakker-no/` — Webwright-style script, action log, and screenshots for four approved browser scenarios.
6. `remediation-pack/` — implementation tickets, retest checklist, llms.txt starter, and machine-readable remediation plan.
7. `value-pack/` — feed readiness, governance, admin checklist, policy contract, prompt starter kit, economics, scorecards, and roadmap artifacts.
8. `implementation-roadmap.md` — remediation plan by horizon generated from recommendation cards.
9. `sampling-scope.md` — explains Lite/Standard/Deep sampling and the scope used here.
10. `Competitive Benchmark.md` — populated Premium benchmark comparing Blivakker vs Nordicfeel, Vita, and Lyko across 7 dimensions.
11. `remediation/` — reusable templates and checklists for implementation teams.
12. `audit-evidence.json` — structured evidence for auditability; not required for first-read review.

## Audit summary

- Target: `https://www.blivakker.no`
- Audit date: `2026-06-11`
- Tier: `ecommerce`
- Sampling: `Lite — homepage plus bounded product pages`
- Score: `89.22`
- Grade: `B`
- Recommended agent access posture: `selective`
- Buyer-agent proxy scenarios: `14`
- Browser journey evidence: `pass` across 4 named scenarios
- AI surface visibility: live OpenAI model run (`codex_oauth` mode), `ecommerce_buyer` prompt pack, 6 citation URL(s) recorded
- Layers included: `8`
- Findings: `5`
- Before/after delta: score delta -0.3 vs 2026-06-01 snapshot (0 closed, 1 new, 4 unchanged). Note: not like-for-like — the 2026-06-11 audit adds the AI Surface Visibility layer that the 2026-06-01 snapshot did not include, which accounts for the score difference.
- Competitive benchmark: populated with 3 approved comparators (Nordicfeel, Vita, Lyko)

## Scope and guardrails

This is a deterministic AI shopping readiness audit with an optional Webwright-style browser evidence pass and method-labeled AI-visibility spot checks. It evaluates crawlability, extractability, structured data, product discovery, product data readiness, buyer-agent simulation proxies, recommended agent-access posture, platform commerce readiness, recommendation playbook actions, purchase handoff evidence, and conservative browser-visible journeys.

The AI Surface Visibility layer is a single-run, method-labeled spot check using a live OpenAI model run (OAuth-authenticated). It is presence/absence evidence at one point in time — **not** a ranking, share-of-voice, ChatGPT-UI, or OpenAI Responses API measurement, and as a live model run it is not deterministic: answers can vary between runs.

The browser evidence pass opened the approved Blivakker URL in a real browser, handled cookie consent, captured visual evidence, and recorded visible controls. It does **not** execute checkout/payment flows, include affiliate recommendations, perform full-catalog monitoring, or imply merchant endorsement. Recommendations are tied to captured findings and evidence.
