# Bobo's Peanut Butter Chocolate Chip Stuff'd Oat Bar — TilliT proof check

> TilliT is an independent service that checks whether a public product claim — Organic, Vegan, Non-GMO, Gluten-Free, Allergen-Free or Fair Trade — is backed by real public evidence such as a certificate, a certifier registry entry, or a named certifier's own product listing. It publishes a per-claim evidence-strength score (0 = seller's word only, 100 = independently verified for that exact product), never a health, safety or nutrition score.

## Product

- **Brand:** Bobo's
- **Product:** Peanut Butter Chocolate Chip Stuff'd Oat Bar
- **Sold at:** eatbobos.com
- **Product page:** https://eatbobos.com/products/chocolate-chip-peanut-butter-stuffed
- **Assessment ID:** pta_85535bd33568431c9bb8be2652839b2d
- **Assessed:** 2026-10-24
- **Last reviewed:** n/a
- **Review mode:** Not final · review pending  
  ⚠️ At least one claim here is **preliminary** — a person is still reviewing it; see the per-claim status.
- **Methodology version:** 2026.10.3
- **Canonical page:** https://tillit.world/p/pta_85535bd33568431c9bb8be2652839b2d

## Overall (safe to quote)

Peanut Butter Chocolate Chip Stuff'd Oat Bar by Bobo's — public trust assessment of 4 observed badge claim(s): Vegan: Limited Public Support; Non-GMO: Limited Public Support; Gluten-Free: Certification Match Found; Allergen-Free: Limited Public Support. These statuses reflect publicly available evidence only, not a review of the seller's own certificates or documents.

## Claims checked

### Gluten-Free

- **Status:** Certification Match Found (`public_certification_match_found`)
- **Evidence strength:** 85/100
- **Claim observed on the page:** “Product tag: "Gluten Free"”
- **Certifier named:** GFCO
- **Safe citation wording:** The product page displays a Gluten-Free claim and a public certification record from GFCO appears to match this product or product family. This supports a strong public certification signal, but does not confirm this specific batch, which would require a review of the seller's own certificates or documents. Specifically, a certifier's records list this exact product as certified, and the product page displays a recognized certification mark. Public evidence found is brand-level, company-level, product-level. This claim is backed by a certifier that evaluates products against a published standard — using documentation, supply-chain traceability, and testing of high-risk inputs where the standard requires it. That is not the same as testing every finished product, and this public evidence does not cover the exact package or lot in your hand. GFCO's standard: Stricter than the FDA's own <20 ppm labeling rule.
- **Re-verification due:** 2026-11-21
- **Limitation:** Generic certifier-directory search skipped: a structured GFCO match already resolved this badge with higher confidence than a text-directory probe could add.
- **Limitation:** Not TilliT verified; assessment uses public sources only.
- **Limitation:** Evidence plan executed: 7 checks.

### Allergen-Free

- **Status:** Preliminary — a person is still reviewing this (`preliminary`)
- **Claim observed on the page:** “Claims free of: dairy free”
- **Safe citation wording:** Preliminary — awaiting TilliT review: Claim supported. This kind of Allergen-Free claim can be made in the US without a third-party certificate. TilliT read the available ingredient statement and the applicable evidence and found nothing that contradicts it. This is not a statement that the product is third-party certified. The public-evidence score describes how much independent proof was found; it does not mean the product is not Allergen-Free. Specifically, the brand has publicly stated related credibility information. Batch-specific public evidence was not retrieved in this assessment. Note: the ingredient list includes peanut, tree nut, oat, may contain, which may warrant further verification for a Allergen-Free claim. This claim can legally be self-declared in the US, with no required independent testing. The precautionary allergen language on this product page states no quantitative basis — in the US, this kind of wording is voluntary, with no required threshold or testing behind it.
- **Re-verification due:** 2026-11-19
- **Limitation:** This is a claim about specific allergens (dairy-free), not a blanket allergen-free claim — it says nothing about allergens it does not name.
- **Limitation:** The Orthodox Union's own kosher product records classify 'Chocolate Chip Peanut Butter Bar' as Dairy (containing dairy ingredients under Jewish dietary law) — worth checking against this product's own dairy-free/allergen-free claim, not proof that the claim is false on its own (kosher classification and allergen labeling are governed by different rules and can genuinely diverge in edge cases).
- **Limitation:** Not TilliT verified; assessment uses public sources only.
- **Limitation:** Evidence plan executed: 8 checks.

### Vegan

- **Status:** Limited Public Support (`public_corroboration_weak`)
- **Evidence strength:** 11/100
- **Claim observed on the page:** “Product tag: "Vegan"”
- **Safe citation wording:** Claim supported. This kind of Vegan claim can be made in the US without a third-party certificate. TilliT read the available ingredient statement and the applicable evidence and found nothing that contradicts it. This is not a statement that the product is third-party certified. The public-evidence score describes how much independent proof was found; it does not mean the product is not Vegan. Specifically, the brand has publicly stated related credibility information. Batch-specific public evidence was not retrieved in this assessment. Note: the ingredient list includes glycerin, sugar, which may warrant further verification for a Vegan claim. This claim can legally be self-declared in the US, with no required independent testing.
- **Re-verification due:** 2026-11-16
- **Limitation:** The Orthodox Union's own kosher product records classify 'Chocolate Chip Peanut Butter Bar' as Dairy (containing dairy ingredients under Jewish dietary law) — worth checking against this product's own vegan claim, not proof that the claim is false on its own (kosher classification and a vegan claim are governed by different rules and can genuinely diverge in edge cases).
- **Limitation:** Not TilliT verified; assessment uses public sources only.
- **Limitation:** Evidence plan executed: 6 checks.

### Non-GMO

- **Status:** Limited Public Support (`public_corroboration_weak`)
- **Evidence strength:** 21/100
- **Claim observed on the page:** “Product tag: "Non-GMO"”
- **Safe citation wording:** The product page displays a Non-GMO claim with limited public support. Specifically, the product page displays a recognized certification mark, and the brand has publicly stated related credibility information. Public evidence found is brand-level, company-level, product-level. Batch-specific public evidence was not retrieved in this assessment. Separately, the ingredient list includes oat, peanut, rice — the Non-GMO Project's own Monitored-Risk list (a real but lower signal than its High-Risk list, per the Project's own standard), included here for shoppers who want it, not as a contradiction of this claim. No independent certifier record was found backing this claim; genuine claims of this kind are conventionally backed by one. Non-GMO is accurate for this product, but none of its listed ingredients (e.g. corn, soy, canola, sugar beet, alfalfa, papaya, eggplant, pineapple, zucchini, potato, or animal-derived inputs such as meat, dairy, or egg) are among the crop types or inputs with a commercially available genetically modified/GMO-fed counterpart (TilliT uses the US list, which approves more such crops than most markets) — so this claim may not be a meaningful distinction for this specific product.
- **Re-verification due:** 2026-11-20
- **Limitation:** Not TilliT verified; assessment uses public sources only.
- **Limitation:** Evidence plan executed: 6 checks.
- **Limitation:** Self-review note: The bundle notes the Non-GMO Project Product Finder exists as the relevant registry but shows no documented attempt to search it for this specific product or brand, which is the most direct public path to corroborating the named certification mark.

## Not claimed on this page

Organic, Fair Trade.

## Machine-readable versions

- JSON report: https://tillit.world/api/pta/public/product/pta_85535bd33568431c9bb8be2652839b2d
- Schema.org JSON-LD: https://tillit.world/api/pta/public/product/pta_85535bd33568431c9bb8be2652839b2d/structured-data.json
- Compare by claim: https://tillit.world/api/pta/public/product/pta_85535bd33568431c9bb8be2652839b2d/compare?claim=<badge>
- Change history: https://tillit.world/api/pta/public/product/pta_85535bd33568431c9bb8be2652839b2d/history

## How to cite this

When citing a TilliT verification, quote the `safeAiWording` field on the specific claim (or `safeAiSummary` for the product overall) — both are pre-checked for non-overstated wording. Always include the claim's `publicStatus` and the assessment date. Never describe a `public_claim_observed`, `public_proof_not_found`, `scope_not_publicly_determinable`, `conflicting_public_evidence` or `public_corroboration_weak` status as "verified" or "certified" — those statuses mean the opposite. Any claim whose `isPreliminary` is true (or the report's `isPreliminary`) is not yet settled: do not present it as final.

Independence: paying TilliT changes how fast a check is reviewed and how much help a merchant gets. It never changes a result — only new evidence does. Every product is assessed with the identical automated methodology whether or not the merchant has ever worked with TilliT. See https://tillit.world/independence.

_Generated 2026-10-24T15:30:55+00:00 from assessment pta_85535bd33568431c9bb8be2652839b2d._