PackTrace

Idea

PackTrace turns a product photo into a state-by-state packaging compliance report.

It is AI-native compliance software for small Amazon and Shopify brands that must now register and report packaging data under six live state Extended Producer Responsibility (EPR) laws: Oregon, Colorado, California, Minnesota, Maryland, and Washington. PackTrace connects to a brand's catalog, uses AI vision to read product photos, listing text, and any supplier spec sheets to estimate each SKU's packaging material composition and component weights, flags anything it is not confident about for a fast human check, then generates the correct report for each state's Producer Responsibility Organization before the deadline.

Market gap

Packaging EPR law went from a two-state curiosity (Oregon, Colorado) to a six-state live obligation in the space of about 18 months, with California, Minnesota, Maryland, and Washington all requiring registration and a first Simplified Supply Report in 2026. Oregon has already published a public noncompliance list naming 250 producers and carries penalties up to $25,000 a day. More states are queued behind these six.

The two dedicated small-brand tools that exist today, Repax and Unpac, both start from the assumption that the brand already knows its packaging material types and component weights in grams and just needs help filing them. Most small Amazon and Shopify sellers have never measured their own packaging. That data-collection step, not the filing paperwork, is the actual bottleneck, and it is currently unowned by any self-serve product.

Total Addressable Market (TAM)

Bottom-up, Amazon channel only (a floor, not a ceiling):

• Active US Amazon third-party sellers: approximately 500,000 (Marketplace Pulse, March 2026, via Modern Retail).
• Private-label or brand-owning sellers (the ones who count as "producers" under EPR, not pure resellers or arbitrage): roughly 65 percent, based on private-label seller share data, so about 325,000.
• Sellers clearing the lowest state exemption bar (Colorado: over $500,000 revenue or 1 metric ton of packaging): no single published figure exists, so this is interpolated from Amazon seller revenue distribution (roughly 43 percent of sellers do $100,000-plus, roughly 5.3 percent do $1,000,000-plus). A reasonable midpoint for "clears $500,000" is 15 to 20 percent, or about 49,000 to 65,000 sellers.
• At $1,000 to $1,500 a year (positioned above Repax's top tier of about $708 a year, justified by the extraction automation), Amazon-channel TAM is roughly $49 million to $98 million a year.

This excludes Shopify-only DTC brands and offline small CPG brands entirely, since no defensible multiplier exists yet for those channels. Real TAM is higher.

SAM: sellers with real, current urgency, meaning those shipping into Oregon or Colorado (fee-obligated now) plus those newly required to register in California, Minnesota, Maryland, or Washington in 2026. Estimated at 15,000 to 20,000 sellers, SAM is roughly $18 million to $24 million a year.

SOM: capturing 1 to 3 percent of SAM in year one (150 to 600 customers at a $1,200 average) is $180,000 to $720,000 ARR.

Monetization strategy

Straight SaaS subscription, billed monthly, paid by the brand (the legal "producer" under each state's law). The brand pays to avoid a per-SKU spreadsheet project, a missed deadline, and the day-rate cost of a sustainability consultant. Retention comes from the fact that reporting is annual and recurring per state, and new states keep adding themselves to the brand's obligation list as the brand's own shipping footprint grows.

Pricing strategy

• Starter, $79/month: up to 50 SKUs, one state. Entry point for a solo seller who just learned they are in scope and wants the fastest path to a filed report.
• Growth, $249/month (anchor): up to 500 SKUs, all six live states. Where most real brands land once they check their shipping footprint against the state list.
• Scale, $599/month: unlimited SKUs, multiple brand accounts. Built for private-label aggregators and multi-brand portfolio sellers managing several producer registrations at once.

$249 a month is under $3,000 a year, well below a single day of Oregon's per-day penalty exposure and well below what a compliance consultant charges for the same SKU catalog.

Lead magnet

A free "Packaging EPR State Exposure Calculator": the seller enters which states they ship to and last year's revenue or packaging tonnage, and gets an instant, state-by-state answer on which of the six live programs they are in scope for, the exact filing deadline, and the maximum per-day penalty exposure if they miss it. No signup required for the basic answer; email capture unlocks a saved, shareable exposure report.

Social proof that the problem exists

• Oregon DEQ's April 2026 public noncompliance list names 250 registered-but-non-reporting producers, with fines up to $25,000 a day for continued noncompliance: https://resource-recycling.com/policy-now/2026/04/21/oregon-deq-flags-250-producers-for-rma-noncompliance/
• An Amazon Seller Forum thread from a small seller asking how to determine which of their sales are subject to state EPR rules across Colorado, Oregon, and California, with no clear answer from Amazon support: https://sellercentral.amazon.com/seller-forums/discussions/t/17dfb41a-e547-4319-9cbb-2667b531f7c5
• A second Amazon Seller Forum thread showing a seller confused about how to declare packaging material type and mass data at the SKU level, again with no community resolution: https://sellercentral.amazon.com/seller-forums/discussions/t/f095c51b-89e6-474e-b7f3-1191ccf36555
• Industry coverage quoting a compliance consultant describing his own team as "compliance anxiety counselors" for clients scrambling right before the Oregon reporting deadline: https://www.packagingdive.com/news/oregon-recycling-modernization-act-producers-data-reporting/742895/
• A law firm client alert confirming six states (Oregon, Colorado, California, Minnesota, Maryland, Washington) all had live 2026 packaging-data reporting deadlines, several landing on the same May 31 date: https://www.printing.org/content/2026/05/07/six-states-face-packaging-epr-reporting-deadline-on-may-31

Competitors

• Repax (repax.io): tiered self-serve SaaS at 0/29/59 euros a month, imports a Shopify or WooCommerce catalog or CSV, and lets a brand manage per-market packaging fields. Its own marketing frames the product as an alternative to running EPR "from spreadsheets," which confirms the brand still supplies the material and weight data by hand.
• Unpac (getunpac.com): the closest direct competitor, explicitly built for US EPR. Runs a "Collect, Analyze, Complete, Report" flow and does automated supplier outreach to chase down missing packaging documentation. Still depends on that documentation existing somewhere and a supplier answering an email, not on reading the product itself.
• ForSURE: free plan aimed at Amazon, eBay, and Etsy sellers, but its published compliance templates lean toward EU markets first, with unconfirmed depth on the newer US state programs.
• algoREP: API-first, covers both US and EU EPR, positioned toward larger e-commerce operations with engineering resources to integrate an API, not a self-serve small-brand product.
• Zenpack: more of a compliance consultancy with US-specific content and packaging design advice than a self-serve software product.

What competitors offer now

Every existing player in this space starts from the same assumption: the brand already has, or can quickly get from a supplier, a packaging specification sheet listing each component's material type and weight in grams. Repax gives that data a home and turns it into a filed report. Unpac goes one step further and will email a brand's suppliers to try to extract that data on the brand's behalf. None of them start from zero: a product photo, a listing description, and no supplier relationship at all, which is the actual starting point for most small Amazon and Shopify private-label sellers, who typically source from a manufacturer they have never asked for a packaging spec sheet.

What can be done differently to attract customers

Build true cold-start extraction: an AI vision model reads the product photos and listing copy a seller already has on Amazon or Shopify, cross-references a packaging-materials weight database (standard bottle sizes, mailer bag types, common carton dimensions), and produces a first-pass material and weight estimate per SKU without needing a supplier to respond to anything. Low-confidence estimates get flagged for a quick human confirm-or-edit, not silently filed. Distribution runs where the confusion is already visible and unanswered today, the Amazon Seller Forums and Shopify app ecosystem, using the free state exposure calculator as the wedge, the same anxiety-reduction-first, pay-for-ongoing-monitoring pattern that works in adjacent compliance categories.