full reportFull record · lc-b3bc76ce · back to the summary
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What this is. We compare what a listing claims against what public records show — label arithmetic, barcode registries, NIH’s label catalog, FDA enforcement data, certification registries, and published research. Every statement below traces to one of those.
What the states mean. Confirmed = an outside source agrees. Contradicted = an outside source disagrees. Caution = something needs explaining. No data = we looked and found nothing — a gap, not a strike.
What it is not. A clean record is not an endorsement and never proof a product works. A thin record is not an accusation. We publish evidence and gaps; the conclusion is yours. Nothing here is medical advice.
Something wrong? Every figure is meant to be checkable — sources are named and linked. Send a correction and we’ll fix the record.
The listing-image panel publishes an amount for each of its 1 listed row. That supports ingredient-by-ingredient review; it does not verify the contents.
| Panel row | Amount | %DV | What to notice |
|---|---|---|---|
| Creatine Monohydrate | 5g | — |
FDA rules (21 CFR 101.36) require the amount of each dietary ingredient per serving unless hidden in a listed “proprietary blend” (legal, but a transparency yellow flag). A label stating no amount at all is non-compliant — a checkable red flag. This panel states amounts; the open question is whether those listed amounts are independently verified and how they compare with relevant research.
vision:google/gemini-flash-1.5 Amounts are shown as listed panel data, not independently lab-tested contents.
Every check we ran
Confirmed evidence
These checks found support in the public record. They confirm specific facts, not the product as a whole.
USPTO lists Gains in Bulk (LIMITED LIABILITY COMPANY) in ARIZONA, USA for the exact brand wordmark. This identifies the USPTO mark owner or applicant; it does not by itself prove who manufactures or sells this product.
Written reviews grew from 146 to 194 across 2026-02-09 – 2026-07-20 with no single manufactured spike (largest 30-day gain ~13).
Documented concerns
These are documented contradictions or claims that need more evidence. They are separate from missing data.
The listing uses “pre workout” framing, but published research attributes creatine monohydrate’s effect to studied as a daily supplement — the effect comes from muscle saturation over weeks, not from timing a dose before a workout. Sources: NIH ODS — Exercise & Athletic Performance fact sheet, Creatine stability by moisture and temperature (PubMed).
Unresolved public record
We looked for these signals but could not settle them from public sources. A gap is not a strike.
The observed listing claims third-party testing without naming a lab or certifier. No product-bound report is saved, so the claim cannot be verified as stated. NSF, IFOS, USP, and Informed-Sport were not checked in this record.
The current image extraction saved 1 ingredient name(s) but no usable amounts. This is a LookCloser processing gap, not evidence that the brand withheld the numbers; dose arithmetic is withheld until the panel is re-read.
30 servings × 5 g = 150 g, matching the printed net weight 150 g (Net Wt. 150g (5.29oz)). This checks agreement within the photo read; it is not an independent contents test.
The paid catalog links this exact item to a parent listing. Review counts on public product pages may be shared across sizes, flavors, or other variants, so the count history is listing context — not evidence that reviewers received or tested this exact variant.
Exact-listing history records written-review counts from 142 on 2026-01-29 to 194 on 2026-07-20 (net +52). Count movements can reflect sales, listing variants, collection resets, or moderation; this history does not establish whether reviews are authentic.
What to ask and check
Ask the brand or seller
Can you send the certificate of analysis (COA) for the lot number on my bottle?
A real COA names the testing laboratory, the test date, the lot it covers, and what was measured. “Third-party tested” with no document behind it is a marketing sentence.
What is the product’s UPC or GTIN?
The barcode is how a product gets matched to outside records — certification registries, label databases, recall data. Without it, almost nothing can be cross-checked.
Is this label filed with NIH’s Dietary Supplement Label Database (DSLD)?
Filing is voluntary, so absence proves nothing — but a filed label puts the full ingredient table on public record where anyone can read it.
Most brands and sellers publish a contact route. A clear answer adds evidence to the record; no answer leaves the question open.
Check for yourself — no one’s permission needed
Compare the panel on the bottle in your hand to the one shown in this record.
Ours was read from listing photos and can contain reading errors. The physical label is the source of truth — if they disagree, tell us and we’ll correct the record.
Check the lot number and expiry on the bottle against any COA you’re given.
A certificate that doesn’t name your lot doesn’t describe what you’re holding.
These are the open questions on this specific record — not a warning about the product, and not a suggestion to buy or avoid it. Getting them answered is how you decide for yourself.
What the listing promises — claim by claim
| Claim | Status | What we found |
|---|---|---|
| Quality-testing claim “…at in any pre workout or post workout shake. THIRD-PARTY TESTED: All Gains in Bulk products are third party…” | Claimed, not verifiable We looked for: the observed listing, saved brand product page, any linked COA or test report; NSF, IFOS, USP, Informed-Sport were not queried | No named laboratory or lot-specific certificate was found for this exact product. No exact brand product page was available for a document check. NSF, IFOS, USP, and Informed-Sport were not checked in this record. This is a public-evidence limit, not a finding that testing did not occur. |
| Benefit claim “…te for Men & Women, Soluble Creatine Powder, Supports Muscle Building, Strength and Performance, B…” | Partly supported We looked for: whether the ingredient doses on the label match the doses used in published research | Published research exists for ingredients in this formula — see Related research below. Whether this product’s doses match those studies could not be confirmed. |
“No evidence located” does not mean a claim is false — it means the seller has not put evidence proportionate to the claim on the public record, and we could not find any. Absence of proof is not proof of absence.
This label vs. the doses studied
| Ingredient | Where this label sits | Reading |
|---|---|---|
| Creatine Monohydrate | shaded = doses used in studies (3 g–5 g) · bar = this label | 5 g — within the studied range |
Matching a studied dose does not mean the product works, and missing it does not mean it fails — it shows whether the label and the research are talking about the same amounts. Not a recommendation to take any amount.
Verifiability profile — 1 of 6 public signals
What this listing gives the public to check. Publishing these signals doesn't prove quality — but withholding them means claims can only be taken on faith.
Identity
| LookCloser record ID | lc-b3bc76ce (internal — no barcode published, which limits cross-checking) |
| Brand | GAINS IN BULK GAINSINBULK.COM |
| Source listing identifier | B0CZXWD9JQ |
| Retailer listing title | Gains in Bulk Instantized Creatine Monohydrate for Men & Women, Solubl… show full titleGains in Bulk Instantized Creatine Monohydrate for Men & Women, Soluble Creatine Powder, Supports Muscle Building, Strength and Performance, Bodybuilding Supplements, Unflavored, 30 Servings |
| USPTO brand owner | Gains in Bulk · LIMITED LIABILITY COMPANY · ARIZONA, USA |
| Owner filed address | 18 W Center Street, Pima, Arizona 85543, UNITED STATES |
From the label (photo-read)
| Serving size | 5g (1 Scoop) |
| Servings per container | 30 |
| Net weight | Net Wt. 150g (5.29oz) |
| Pack statement | 50 SERVINGS |
| Badges printed on pack | GLUTEN FREE, GMO FREE, ADDITIVE FREE, SOY FREE, VEGAN |
Supplement Facts panel (photo-read):
| Ingredient | Amount per serving | Reading confidence |
|---|---|---|
| Creatine Monohydrate | 5g | High clearly legible in the photo |
Claims printed on the packaging:
“ONE SCOOP, ONCE A DAY, NO MATTER WHAT” · “NO BLOAT” · “MENTAL + PHYSICAL PERFORMANCE” · “BUILD STRENGTH AND IMPROVE PERFORMANCE” · “Build Muscle” · “Increase Strength” · “Improve Output” · “Recover Faster”
Read by a vision model from 8 listing photos — verbatim extraction; OCR errors possible. Spot a mistake? It will be corrected on review.
Ingredient science — creatine monohydrate · Grade A
Ingredient science — NIH references
Creatine — NIH ODS · MedlinePlus · PubMed (4,996) · studied 3-5 g/day; no UL
Reference data from the NIH Office of Dietary Supplements, IOM Dietary Reference Intakes, and PubMed. A Tolerable Upper Intake Level is a documented reference figure, not a safety verdict — both the listed amount and the reference are shown for your own judgment. LookCloser gives no medical advice.
Related research & consistency
creatine monohydrate — NIH ODS — Exercise & Athletic Performance fact sheet · Creatine stability by moisture and temperature (PubMed) · ISSN position stand on creatine (PubMed) · PubMed search: creatine monohydrate supplementation · WebMD: creatine · ClinicalTrials.gov — 2,506 registered studies
ℹ Use pattern in research: studied as a daily supplement — the effect comes from muscle saturation over weeks, not from timing a dose before a workout.
⚠ Consistency note: the listing markets “pre workout” framing, but published research attributes this ingredient's effect to sustained daily use — the marketing frame and the research mechanism don't line up.
These notes state where label numbers and marketing framing sit relative to published research — documentation for your own judgment, not medical advice. LookCloser does not advise for or against taking any supplement.
Record lc-b3bc76ce · built July 25, 2026 · lookcloser.ai · corrections@lookcloser.ai