pro·noi·a — the sense that something is quietly working in your favor

Know before the bot does.

Every marketplace tells you about a violation after the listing is suppressed. Amazon, Walmart, TikTok Shop, the EU platforms: the dashboards all fire late. Pronoia reads your listings export and shows the risk first, with the fix attached. Read-only. No account access.

15/20documented 2024–26 suppression cases flagged
before enforcement in the desk back-test*

rules loaded: 17 · mode: read-only

Amazon US·EU — liveTikTok Shop — nextWalmart — nexteBay — nextKaufland · Zalando · bol — roadmapMirakl network — roadmap

Fig. 01 — Catalog barcodeidle

one stripe — one skuheight — severitysweep — scan progressred glow — fix this weekhover to inspect

red — amber — green — brightline-home.csv · 6 SKUs

Fig. 02 — Enforcement timeline

Dec 13, 2024EU GPSR live

Listings without a Responsible Person get suppressed across EU marketplaces.

Jan 1, 2026Battery attributes

Incomplete lithium data now blocks inbound shipments at the warehouse door.

Mar 4, 2026Agent policy

Automated tools need audit trails. Read-only tools sit outside the risk.

Jul 8, 2026CPSC eFiling

Missing certificates now risk seizure at the border, not just a flag.

Full detail on every deadline, cost anchor, and the back-test →

Fig. 03 — The gap

Every tool you have today fires after the suppression.

0

Warnings before suppression

The platform bot removes listings without notice: Amazon's compliance dashboard, Walmart's automated suppressions, TikTok's category gating all show the flag once revenue is already at zero.

$600–2,000

Per reinstatement case

Compliance reviews run weeks to months. Rank and ad momentum die while you wait, then you pay an agency to appeal.

17 rules

Watching, continuously

Appeal shops fix it after. RP services cover one regulation. Nobody else continuously watches your catalog for what triggers the bot.

Read your catalog's barcode before the bot scans it.

Fig. 04 — Method

Three steps. Zero credentials.

v1 is deliberately read-only. You export one flat file; we never touch your account, your credentials, or your listings.

01

Export your listings file

One flat file from your seller portal: Amazon's Category Listings Report, Walmart's item spec, TikTok Shop's product export, eBay's Seller Hub report, Kaufland's CSV. It already contains the compliance attributes the platform reads: GPSR fields, battery data, dangerous-goods flags, category nodes.

Amazon: Reports → Inventory Reports → Category Listings Report
Walmart: Items spec export · TikTok: Seller Center export · eBay: Seller Hub report · Kaufland: CSV
(If a report isn't visible, one support ticket activates it, usually within 24h.)

02

Pronoia runs the rule set

Seventeen deterministic rules built from documented enforcement cases scan every SKU: missing attributes, restricted keywords, high-risk category nodes, format defects.

17 rules · deterministic · explainable · no black box

03

Fix the red rows this week

Every flag ships with remediation copy you can paste straight back into the listing, prioritized by suppression risk and revenue exposure.

output: RED / AMBER / GREEN per SKU + fix-this-week queue

Fig. 05 — Rule set v1

Built from real suppressions, not guesswork.

Each rule maps to a documented 2024–26 enforcement pattern. Ten run live in the demo on this site; the rest are specified and in validation. High-confidence rules read attributes and text directly; medium-confidence rules flag exposure for human review. The ruleset is normalized across marketplaces: GPSR, CPSC, restricted claims, and hazmat apply wherever you sell; per-platform adapters translate each export.

Rule	Checks	Enforcement pattern	Confidence	Status
R-GPSR-RP	EU SKUs missing Responsible Person attribute	GPSR bulk removals since Dec 2024	High	Live in demo
R-GPSR-MFR	EU SKUs missing manufacturer reference	GPSR listing blocks	High	Live in demo
R-GPSR-ATTEST	Missing safety attestation / compliance media	Silent GPSR approval blocks	High	Live in demo
R-GPSR-FORMAT	RP data present but format-defective	Rejections with no stated reason	Med	Live in demo
R-KW-PESTICIDE	"Antibacterial", "kills germs", "repels" + 20 terms	Textiles reclassified as pesticides	High	Live in demo
R-KW-DISEASE	Disease and organ claims in listing copy	10-year listings pulled for one phrase	High	Live in demo
R-KW-SUPPLEMENT	Supplement claims vs label facts mismatch	2026 cGMP suppression wave	Med	v1 spec
R-KW-WEAPON	Weapon / CPSIA-restricted terms in copy	Restricted-category takedowns	Med	v1 spec
R-CPC-NODE	Children's nodes with no CPC / test report	CPC demands, deactivation first	High	Live in demo
R-CPC-MISCLASS	Adult products sitting in child-triggering nodes	CPC demands on adult goods	Med	Live in demo
R-CPC-EFILING	CPSC categories missing certificate reference	eFiling seizure risk since Jul 2026	Med	v1 spec
R-BAT-ATTR	Battery products missing watt-hour / composition	Jan 2026 inbound blocks	Med	Live in demo
R-HAZMAT-DG	Hazmat-prone SKUs with empty DG attribute	Stranded inventory, SDS demands	Med	Live in demo
R-NODE-RISK	Browse-node reclassification exposure map	Bot recategorization patterns	Low	v1 spec
R-EXP-ATTR	Dated goods with missing / ambiguous expiration	Consumable listing blocks	Low	v1 spec
R-TITLE-75	Titles over 75 characters (non-media)	Amazon AI title rewrites since Jul 27, 2026	Med	v1 spec
R-RECALL	Brand / UPC match against CPSC's public recall data	Recalls feed marketplace takedowns	Med	v1 spec

Fig. 06 — Methodology & honesty

What this is, and what it isn't.

Methodology

The rule set was reverse-engineered from 20 publicly documented suppression and compliance-demand cases (2024–26) across Amazon US, UK, and EU seller forums, plus Amazon's own attribute schemas. In a desk back-test, the v1 rules would have flagged 15 of those 20 cases before enforcement, with 4 partial catches and 1 miss.

Every stripe in the barcode is a row of your catalog. Nothing is decorative: a tall red stripe is a rule that tripped on that SKU; clean rows sit low and green.

Limitations

A desk back-test on public case descriptions, not a live-data study. Live precision is measured per-catalog during pilots.
v1 reads text and attributes only: no product images, no certificate-validity checks, no shared-ASIN ownership resolution.
Amazon's classifier is opaque. Node-reclassification prediction is probabilistic and shipped as review-assist, never auto-verdict.
Read-only by design: no listing writes, so nothing here trips Amazon's March 2026 agent policy.

Watch the rules run on a real-shaped catalog.

Fig. 07 — Why now

Four dated deadlines, one direction: stricter.

This isn't a trend piece. Each catalyst below is a live, dated enforcement mechanism that suppresses listings, blocks shipments, or seizes goods.

Dec 13, 2024EU GPSR (Reg. 2023/988)

Every non-food product sold into the EU needs a named Responsible Person and safety documentation per listing. Amazon enforces by suppressing non-compliant EU listings.

Jan 1, 2026Lithium battery enforcement

Incomplete battery composition or watt-hour attributes now block inbound shipments and strand inventory in hazmat holds.

Mar 4, 2026Amazon agent policy (BSA §19)

Amazon's BSA Section 19 restricts automated high-impact actions and requires audit trails for agent tooling. Pronoia sits outside that risk: read-only by design.

Jul 8, 2026CPSC eFiling mandatory

Certificates of compliance must be eFiled for roughly 600 classes of regulated imports. The failure mode is now seizure at the border, not just a flag.

Beneath the headline deadlines, the obligations keep compounding: the EU packaging regulation (PPWR) makes marketplaces collect sellers' per-country EPR registration data from Aug 12, 2026, then Prop 65, California's SB 1215 embedded-battery registration, state EPR programs, CARB VOC limits, the EU battery passport in Feb 2027. Each new obligation widens the gap between what platforms validate and what the law requires.

Fig. 08 — Where the pipeline breaks

Marketplaces validate structure. The law is contextual.

Every managed marketplace runs a version of the same five-stage pipeline. A listing can pass stages 1–3 schema-perfect and still violate GPSR, CPSC certificate rules, textile labeling, or hazmat shipping law. Those checks land on capacity-bound human reviewers, or on enforcement bots after publication. That is when suppression, seizure, and liability hit.

Stage 1

Schema validation

Required fields, formats, image specs. Instant and rule-based.

checks structure

Stage 2

Automated gating

Brand and category authorization, keyword screens, price sanity.

checks structure

Stage 3

Data quality

Variant grouping, duplicates, taxonomy mapping.

checks structure

Stage 4

Human review

Regulated categories only. Queues run weeks; capacity is fixed.

bottleneck

Stage 5

Enforcement bots

Policy bots, test buys, recalls ingestion, suppression.

after publication

Nothing in the stack reads regulatory attributes before the platform acts. Pronoia is that read: your own export, scored against the rules the pipeline skips, while the fix still costs minutes instead of weeks.

01

Structure vs law

Validation engines pass listings that violate GPSR, CPSC, and labeling rules. Sellers clear submission, then get suppressed.

02

Opacity

Suppressions ship with no rule ID, no reason, no fix. Every Pronoia flag names all three.

03

Rule churn

Enforcement changes without notice or versioning. Sellers find out via waves: cGMP 2026, lithium Jan 2026, 75-char titles Jul 2026.

04

Review capacity

Human queues run weeks and don't scale with catalog growth. No neutral vendor sells risk-scored regulatory pre-screening today.

05

Channel re-work

Obligations follow the product; every platform encodes them differently. One normalized ruleset, thin adapters per platform.

06

Observability

Sellers can't see where a submission sits or why it's stuck. An audit is portable observability for your own catalog.

07

Recovery

Blocked listings sit until a human notices. Entering the pipeline wrong costs weeks, not minutes.

08

Regulatory velocity

GPSR, INFORM, CPSC eFiling, state layers, the 2027 battery passport. Obligations compound faster than platform tooling.

Fig. 09 — Sellers already pay

The market prices this pain today. Reactively.

€199–549/yr

Responsible Person services

Point solutions covering one regulation (GPSR) for EU market access. No monitoring, no other rules.

$600–2,000/case

Reinstatement agencies

Paid after the suppression, per incident, with weeks of lost revenue already gone. Some run no-win-no-fee.

~$500/mo

Account-protection retainers

Human account-health desks on standby. Reactive by design: they respond to flags Amazon has already raised.

And the pressure is systemic, not just Amazon

4,671

EU Safety Gate alerts · 2025

A record year, up 13%. EU regulators feed marketplace takedowns at the highest rate since the system launched in 2003.

$2M

FTC's first INFORM settlement

Temu, Sept 2025. US operators now face per-violation penalties for unvetted sellers, so every platform's screening tightens.

400k+

Units in CPSC's Amazon order

CPSC's Jul 2024 order treats Amazon as a distributor for third-party products. The order is under litigation.

Fig. 10 — The landscape

Everyone touches compliance data. No one scores it for regulatory risk.

From vendors' own public releases and docs: the existing stack transports, moderates, and verifies. No layer reads listing attributes for regulatory completeness before enforcement.

Layer	What it does	What it doesn't
Platform dashboards (Manage Your Compliance and peers)	Show flags the enforcement systems already raised	Warn before the bot moves
Marketplace SaaS (catalog + trust & safety modules)	Data mapping and quality; AI moderation of illegal content	GPSR / CPSC attribute completeness
Feed and listing-sync tools	Transport and transform listing data across channels	Risk-score what they transport
Seller identity verification	INFORM / KYB identity checks on the seller	Read the listings at all
Illicit-product screening	Detects illicit, recalled, counterfeit products	Regulatory attribute gaps
RP services + appeal agencies	One regulation covered; recovery after suppression	Continuous pre-suppression monitoring
Pronoia	Reads your export against the rules before the platform acts	Listing writes. Read-only by design

Fig. 11 — The back-test

15 of 20 documented cases, flagged before the bot.

We reconstructed 20 real, publicly documented suppression and compliance-demand cases from 2024–26 seller forums and ran the v1 rules against the data each seller had in their own flat file before enforcement.

Case family	Cases	Clean catch	Partial	Miss
GPSR attribute gaps (EU)	6	5	1	0
CPSC / children's product (CPC)	6	5	1	0
Restricted keywords & claims	4	4	0	0
Battery / hazmat attributes	3	1	2	0
IP / authenticity (out of scope)	1	0	0	1
Total	20	15	4	1

Desk back-test on public case descriptions, scored conservatively (partials not counted as catches). Not a live-data study; live precision is measured per catalog during pilots.

Get the same audit on your own catalog, free.

Fig. 12 — Test environment

Run the real rule engine on a sample catalog.

The production v1 rules executing in your browser on synthetic catalogs modeled on documented suppression cases. Each scan prints that catalog's barcode from the findings alone, then itemizes every flag. Samples are Amazon-flavored today; the engine is marketplace-agnostic by design. Pick a seller, run the scan, read the audit. Or paste your own rows: everything runs locally, nothing is uploaded.

headers: sku,title,copy,node,marketplace,rp,mfr,attest,cpc_ref,batteries,battery_wh,dg

No scan yet. Press Run scan to audit this catalog.

Fig. 13 — Pricing

The audit is free. Sleep costs $99.

One-time

Free

per catalog audit

Full 17-rule scan of your Category Listings Report
RED / AMBER / GREEN score on every SKU
Top-5 fix-this-week queue with remediation copy
Delivered same day, no account access

Send my report

Continuous

$99–499

per month, by SKU count

Weekly automated scans, new-risk email digest
Rule updates as enforcement changes (GPSR, CPSC, DPP)
Multi-marketplace: Amazon US + EU, Walmart and TikTok Shop next
Agency white-label available

Start a pilot

Fig. 14 — Questions

Asked before you had to.

Do you get access to my Amazon account?

No. v1 runs on a flat file you export yourself (the Category Listings Report). No credentials, no API connection, no write access, ever. Continuous monitoring later uses a read-only SP-API connection you authorize and can revoke.

How is this different from Amazon's free compliance dashboard?

Manage Your Compliance is reactive: it shows you the flag after the bot has raised it, often after the listing is already suppressed. Pronoia reads the same underlying data before the bot does and tells you what to fix this week, with the remediation copy written for you.

Why doesn't the marketplace catch this when I submit the listing?

Submission checks validate structure: required fields, formats, image specs. Compliance is contextual ("this attribute is required when the category is children's and the marketplace is DE"), and that check lands on capacity-bound human reviewers or on enforcement bots after publication. A listing can be schema-perfect and still violate GPSR or CPSC rules. That gap is exactly what Pronoia reads.

My feed tool already manages listing data. Doesn't it cover this?

Feed and listing tools transport and transform your data across channels, compliance fields included. None of them score it against regulatory rules. Pronoia is the layer that reads what they push and tells you which rows will trip enforcement.

Which report do I send for the free audit?

The Category Listings Report (Excel, Category = All, Status = All) from Reports → Inventory Reports in Seller Central. It's the one file that exposes GPSR, battery, and dangerous-goods attributes. If it's not visible in your account, a one-line request to Seller Support activates it, usually within 24 hours.

Do you auto-fix my listings?

No, and that's deliberate. Amazon's March 2026 agent policy requires documented human authorization and audit trails for automated high-impact actions. Pronoia is read-and-recommend: you get paste-ready fixes, you stay the human in the loop, your account stays clean.

Will the scan produce false alarms?

Some, by design honesty: rules are tiered. High-confidence rules (missing GPSR attributes, restricted keywords, CPC gaps) match the exact signals that preceded documented suppressions. Medium and low-confidence rules are labeled review-assist and never presented as verdicts. Every flag shows its rule and its reason.

I run an agency. Can I white-label this?

Yes: agency and account-health teams can run audits under their own brand as a prevention layer next to their reinstatement desk. Email audit@trypronoia.com with "white-label" in the subject.

Do you only cover Amazon?

No. The rules engine is marketplace-agnostic: GPSR, CPSC, restricted claims, and battery/hazmat obligations follow the product, not the platform. Amazon US and EU are live today; TikTok Shop (CPSC eFiling, live July 2026), Walmart, and eBay (which hides non-compliant listings from EU search rather than removing them) are next, then an EU bundle (Kaufland, Zalando, bol, Otto, Allegro) and the Mirakl retailer network through one connector.

Is the demo on this site real?

The rule engine is real: it's the production v1 spec running in your browser. The six sample catalogs are synthetic, modeled on documented 2024–26 suppression cases. The paste-your-own tab runs the same engine locally; nothing you paste leaves the page.