Build food testing labs. Walk into any supermarket and buy products off the shelf — the ones that say "All Natural," "No Preservatives," "Organic," "No Added Sugar," "Gut Healthy," "High Protein." Test every single one. When the label lies — and many do — hire lawyers and sue. Class action settlements fund the next round of testing. A self-financing public service. The food industry's worst nightmare. The consumer's best friend.
Open Source Idea · No patents · No equity · No strings attached · Free to anyone who wants to build it · — Pawan Bhatia, NextGen Economics · June 2026
Walk through any supermarket and read the front of the packaging. "All Natural." "No Artificial Preservatives." "Organic." "High Protein." "Gut Healthy." "No Added Sugar." These are not regulatory terms with legal definitions in most countries — they are marketing claims, chosen because they sell products, subject to almost no pre-market verification, and enforced only when a plaintiff takes a company to court with laboratory evidence. Which almost nobody does. And so the lying continues.
The evidence is not speculative. A Continental Mills Cinnamon Swirl product labelled "No Artificial Colors, Flavors, Preservatives" was found to contain silicon dioxide — an artificial preservative. POM Wonderful juice labelled "All Natural" was found to contain PFAS — forever chemicals. A Wellness Pet Company product labelled "natural" was found to contain synthetic additives including xanthan gum and pyridoxine hydrochloride. A SunButter product with a "simple ingredients" claim was found to contain unsafe levels of cadmium. Baby foods from multiple brands were found to contain toxic heavy metals — arsenic, lead, cadmium, mercury — with none of this reflected in the label. These are not edge cases. They are samples from a much larger population of products that have never been independently tested because nobody has built the systematic machine to do it.
"Class actions targeting 'all natural' claims never seem to fade — but the 2025–2026 hot spots have expanded to heavy metals in infant food, PFAS in 'organic' products, and functional claims that are simply dose-insufficient to deliver the promised benefit." — Armstrong Teasdale, December 2025
The genius of this model — and it is genuinely elegant — is that the cheating companies fund their own accountability. Every settlement or judgment generates the capital for the next round of testing. The worse the industry's behaviour, the more fuel goes into the machine. It is a self-correcting, self-financing accountability engine disguised as a commercial enterprise.
Each step funds and triggers the next · the worse the cheating, the faster it spins
The most litigated claim in food history. No legal definition of "natural" exists in US federal law. Companies exploit the gap freely. Synthetic preservatives, artificial colours, and lab-produced additives routinely appear in products bearing this claim.
Rice-based products, fruit pouches, and infant cereals have repeatedly tested positive for arsenic, lead, cadmium, and mercury at levels not reflected on labels. A congressional investigation found multiple major brands knowingly sold products with internal test results showing dangerous levels.
Forever chemicals in products labelled organic, non-toxic, or sustainably produced. PFAS contamination enters through packaging, processing equipment, and water used in production — often with no disclosure to consumers paying a premium for "clean" alternatives.
"Prebiotic," "gut healthy," "adaptogen," "nootropic," "immune support" — products making functional health claims that contain doses so small the claimed benefit is physiologically impossible. The ingredient is present; the dose is not. Technically accurate, practically misleading.
Protein content stated on labels frequently diverges from actual tested content — particularly in protein bars, meal replacements, and sports nutrition products. Sugar content is similarly misreported. The FDA allows a tolerance band; many products exceed even that.
Carbon neutral, regenerative, ocean-friendly, zero waste — claims made on packaging with no verified methodology behind them. The EU's Digital Product Passport system (rolling out 2026–2030) will eventually address this; until it does, the gap is wide open for exploitation and for litigation.
Monetisation and public service — not in tension, in alignment
Plaintiffs' lawyers work on contingency — lab provides evidence, lawyers fund the case, settlement proceeds split between the class and the operating entity. No upfront legal cost. Scales with the scale of lying.
Brands that pass testing pay an annual licensing fee to display the "Food Truth Verified" mark. Honest companies have a direct commercial incentive — premium placement, consumer trust, price premium. The seal funds testing of the liars.
Retailers, insurers, and institutional buyers pay for independent pre-shelf verification of supplier products. A supermarket that has been sued for stocking a mislabelled product has a strong commercial incentive for independent testing before the product hits shelves.
Journalists, consumer organisations, and researchers pay for API access to the full testing database — every product, every result, historical data. Consumer-facing access is free; professional and bulk access is paid.
This model requires meaningful upfront capital before the flywheel starts spinning. Accredited food testing labs are expensive to build or contract, chain-of-custody protocols are rigorous, and the first round of lawsuits takes 18-36 months to reach settlement. The initial capital requirement — before revenue flows — is real, and any founder building this needs patient capital willing to wait for the flywheel to engage. This is not a zero-to-revenue-in-six-months business.
The food industry will fight back legally, lobbying regulators to narrow the grounds for consumer class actions. This is already happening — one of the consistent themes in 2025-26 food litigation is industry lobbying for federal preemption of state consumer protection laws, which would narrow the legal basis for many of the most successful claim types. Building the operation in multiple jurisdictions — including the EU, where the Digital Product Passport and stronger consumer protection law create a parallel legal track — is the hedge against US regulatory rollback.
The public service dimension is real and should be taken seriously as a design constraint, not just marketing. A Food Truth Lab that only goes after easy, high-settlement targets while ignoring systemic issues in cheaper, lower-income-market products would be extracting value from the legal system rather than genuinely serving consumers. The testing programme should deliberately oversample products marketed to children, lower-income households, and health-vulnerable populations — the people who have the least ability to independently verify label claims and the most to lose when those claims are false.
No patents. No equity claim. No strings. Take it and build it. The only design requirement worth insisting on: keep the public testing database open and free to consumers. The verification seal and the B2B services can be commercial. The accountability function must remain public. If you build something from this, NGE would love to hear about it — but that is not a condition. It is curiosity.
Ideas released freely to anyone who wants to build them. No patents, no equity, no conditions. Just problems worth solving, offered to whoever has the devotion to solve them.