Feedstack v1 proof

Kontorsboden -> Google Merchant -> mapping -> rules -> validated artifact

Run

completed

Artifact

valid

Products

Quality

100

Feed quality benchmark

Status

improved

Score delta

Issue delta

-18

AI field delta

Publish gate

Human publish approval is missing.

blocked

Publish window

Allowed

Reason

Publish is outside approved windows.

Manual override

valid

Override reason

Manual override override-publish-window approved by operator-1: Managed pilot reviewed by operator.

Export diff

Before

After

Added

Removed

Changed

Risk

blocked

Extra review

yes

Risk blockers

SKU-1 availability: -> in_stock SKU-1 description: -> Blue chair for office SKU-1 id: -> SKU-1

Price guardrail

Status

Discount

10%

Issues

Template migration

Status

ready

Matched

Missing

Flow

Merchant

Kontorsboden

Channel

Google Merchant

Source

Messy campaign sheet

Mapping

product_info -> description

Rules

3 price rules

Output

Validated XML

Workspace tree

Kontorsboden

google_merchant

Google Shopping feed

No tree blockers

Use case

Classification

messy_to_channel

Confidence 90%. channel feed target, messy source wording

Operator controls

Can start run

yes

Can publish

Candidate tables

Import approval

needs_review

Top candidate

kontorsboden-products

Review reasons

rank 1

kontorsboden-products

auto_candidate

120000 rows, 18 columns. score 0.88 -> auto_candidate enough rows for import preview broad table shape

rank 2

campaign-notes

needs_review

16 rows, 5 columns. score 0.42 -> needs_review enough rows for import preview broad table shape

rank 3

sheet-intro-copy

reject

2 rows, 2 columns. score 0.23 -> reject small row count weak header signal

Scale preflight

Decision

run_batched

Batches

Batch size

50000

AI tokens

50400000

Usage blockers

Products will run in 3 batches.

Tenant graph

Integrity

allow

Blockers

All proof graph references stay inside one tenant.

Supplier identity

supplier-1

exact -> SKU-1

supplier-2

probable -> SKU-2

Operator summary

Explainable

yes

Completed stages

Mapping

needs_review

Decision

approved

7 required fields covered, 0 missing. Export artifact aaaaaaaa-0000-4000-8000-000000000003 has 2 items.

Performance signals

SKU-1

ROAS 6.889

42 clicks, 8 conversions. high_roas

SKU-2

ROAS 0

19 clicks, 0 conversions. spend_no_conversion

Suggestions

Top action

add_label

Product exclusions

Total

Excluded

Out of stock

Channel feedback trend

Status

escalate

Disapproved

Warnings

Pilot onboarding

Ready

yes

Blockers

Warnings

Fewer than 10 known-problem examples reduces pilot coverage. Product count 120000 exceeds default pilot limit 25000.

First 7 pilot plan

Customers

Ready

Review

Blocked

Customer sample review

Go live

yes

Sample

Approved

Selected sample

Sample reason

has validation or review issues

Customer has approved the representative launch sample.

Artifact retention

Raw file

lock

Export

retain

Raw retain until 2026-07-30T00:00:00.000Z. Export retain until 2027-05-01T00:00:00.000Z.

Customer preview safety

Products

Hidden fields

Warnings

Source refresh

Should run

yes

Next run

2026-05-23T22:00:00.000Z

Approval

needs_review

Source intake requires operator review: Excel/Sheets are day-1 inputs, but messy structure must be snapshotted and reviewed by an operator before publish.

Retry policy

Action

retry

Delay

900

Next attempt

2026-05-23T23:45:00.000Z

rate_limited can retry on attempt 3 of 5.

Refresh load

Runnable

Deferred

Capacity

Run incident

Support escalation

Level

none

Response

1440 min

Connector gate

Connector

Google Ads

Performance sync

allowed

Usage metering

Status

Runs

340

Source trust

Price update

needs_review

Reason

Source kontorsboden-sheet requires review for price.

Issue routing

identity -> operator

mapping -> operator

channel_feedback -> operator

Pilot launch gate

Human publish approval is missing. Operator controls block publish. Unapproved reviews: export_artifact:artifact-v1

blocked

Commercial live readiness

Decision

blocked

Blockers

Warnings

onboarding

ready

rules

review

export

blocked

refresh

review

customer_sample

ready

launch

blocked

Self-serve readiness

Ready

Ready capabilities

Blockers

Channel config

Template

google-merchant-v1

Currency

SEK

Locale

sv-SE

Destination

download

Publish mode

manual review

Compliance

ready

Compliance blockers

Compliance warnings

AI structure readiness

Policy

google-merchant-ai-structure-v1

Required

ready

Recommended gaps

brand, gtin, category

Policy drift

review

Added semantic fields

material

Policy blockers

Enrichment policy

Auto apply

Needs review

Blocked

ai enrichment is inside policy. AI may not directly overwrite protected field price. Supplier change to protected field gtin requires review.

Source profile

Type

products

Confidence

100%

Header row

Fingerprint

sp_1x6dzov

Field quality

Field	Type	Unique	Invalid
sku	text	100%	0%
title	text	100%	0%
product_info	text	100%	0%
price	price	100%	0%
image_url	url	100%	0%
product_url	url	100%	0%
availability	text	50%	0%

Mapping suggestions

Coverage

needs_review

Required covered

Required missing

sku -> id

92%

known alias: sku

title -> title

100%

exact canonical field match

product_info -> description

92%

known alias: product_info

price -> price

100%

exact canonical field match

image_url -> image_link

92%

known alias: image_url

product_url -> link

92%

known alias: product_url

availability -> availability

100%

exact canonical field match

Import handoff

Rules preview

ready

Candidate

auto_candidate

Mapping

needs_review

Rows

Shadow facts

matched

Checked rows

Parity diffs

Renderer parity

diff

Legacy items

Renderer diffs

Rule parity

matched

Rule products

Unsupported rules

Preflight issues

Critical issues

Issue source

preflight

DB insert plan

13 steps

Run stages

Candidate fields

Publish decision

approved

Source snapshot

9 columns, checksum stored, immutable raw source.

Candidate table

100% confidence, 9 fields profiled.

Review reasons

No blockers before rules preview.

V1 use cases

Google Merchant prepared pilot

pilot ready proof

Google Ads feed

proof only

Supplier feed to supplier import

proof only

Messy feed to clean feed

pilot ready proof

Enriched product data

proof only

AI-friendly structure

not wired

Pipeline

completed

Capture raw source

Raw source captured

completed

Profile source

7 fields profiled

completed

Preview rules

2 products changed in preview

completed

Validate export artifact

Google Shopping feed export artifact validated

Rule impact

Risk

high

Affected

Price changes

Conflict guard: 0 active conflicts. Rules affect 100% of products, above 50%. Rules change prices on 150% of products, above 35%.

SKU-1

description: <p>Blue chair for office</p> -> Blue chair for office

sale_price: -> 89.1

SKU-2

sale_price: -> 245

premium_campaign_price: -> 229

Artifact preview

<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:g="http://base.google.com/ns/1.0">
<channel>
<item>
<g:id>SKU-1</g:id>
<g:title>Blue office chair</g:title>
<g:description>Blue chair for office</g:description>
<g:price>99 SEK</g:price>
<g:image_link>https://cdn.example.test/sku-1.jpg</g:image_link>
<g:link>https://shop.example.test/sku-1</g:link>
<g:availability>in_stock</g:availability>
<g:brand></g:brand>
<g:gtin></g:gtin>
</item>
<item>
<g:id>SKU-2</g:id>
<g:title>Desk lamp</g:title>
<g:description>Lamp</g:description>
<g:price>249 SEK</g:price>
<g:image_link>https://cdn.example.test/sku-2.jpg</g:image_link>
<g:link>https://shop.example.test/sku-2</g:link>
<g:availability>in_stock</g:availability>
<g:brand></g:brand>
<g:gtin></g:gtin>
</item>
</channel>
</rss>

Value lineage

Product

SKU-1

Field

sale_price

Rules

sale_price from source field price changed from (empty) to 89.1 after rules Remove HTML from description, 0-100 -> price * 0.9.

Rule examples

price

Campaign prices by price band

matching

Match titles that contain a word

matching

Match structured SKU codes with regex

cleanup

Remove HTML from descriptions

Audit evidence

Artifact

aaaaaaaa

Issues

Decisions

Publish pointer

Active artifact

artifact-v1

History events

Checksum

5969f176

Rollback from

artifact-v2