We built amazon-product-scraper to scrape Amazon products, reviews, and sellers in search mode and rank a category by commercial risk. To stress-test whether a shopper can actually tell good creatine gummies from bad ones on the results page, we ran it across Amazon.com searches for "creatine gummies" and "creatine monohydrate gummies" on 22 May 2026, capturing 99 distinct listings. The 7.9× price spread for what is nominally the same supplement, $6.99 to $54.99, is the data this post documents.
The problem: A fitness creator, James Smith, has been loudly calling creatine gummies a scam, and the claim getting traction is that lab tests show some gummies contain far less creatine than the label promises. That's a real testing question, and it's the reason we audited the category. But it skips a more basic fact a shopper hits before any lab gets involved: on the Amazon results page itself, none of the three signals a buyer can actually see, price, star rating, or the dose printed on the label, reliably tells them which gummy to buy. We did not measure creatine content. We documented what the public listings show, and the listings are a mess.
This post is a documentary audit of the public Amazon creatine-gummy market. Every number below is derivable from the public listing and review data captured on 22 May 2026, and the downloadable leaderboard CSV is linked from the source-actor banner above. The price spread is real, the signal noise is real, and the "cheap ones are the scam, buy the trusted expensive ones" framing the controversy invites is wrong.
What is Best Sellers Rank (BSR)? Best Sellers Rank is Amazon's hourly-updated popularity ranking of a product within a category node, where rank 1 is the current top seller. See Amazon Seller Central's BSR documentation for how it's calculated.
Why it matters: BSR is the closest thing Amazon gives a shopper to a "what are people actually buying" signal, and it's independent of the price and star rating shown next to it. Comparing BSR against price and rating, as this audit does, exposes whether the visible signals agree. Amazon's public Best Sellers list for Creatine Nutritional Supplements is the third-party ranking this audit leans on.
Use it when: sanity-checking a "creatine gummies are a scam" headline against the actual market, sizing how wide supplement pricing runs for one product type, briefing a buyer on why the search page can't be trusted at a glance, or sourcing a quantitative anchor for a supplement-market story.
Key findings
- Price runs 7.9× across 99 listings for nominally the same product: $6.99 at the floor to $54.99 at the ceiling, median $28.99, with the interquartile band sitting $21.99 to $35.99.
- The #1 bestseller is mid-priced, not premium. Optimum Nutrition holds Best Sellers Rank 1 in Creatine Nutritional Supplements at $19.99, with 103,349 reviews and 4.6 stars. Price tracks neither popularity nor rating.
- The next-best-selling cluster costs 2.5× the leader. Create sits at BSR 4 priced $49.98, two and a half times the rank-1 leader's $19.99, which kills any "popular equals cheap" or "popular equals expensive" reading.
- Star ratings barely separate anything. Ratings span 2.4 to 5.0, but the median is 4.3 and only 2 of 99 listings sit below 3.5 stars. "Four-and-a-half stars" is the category floor, not a tiebreaker.
- The label number is not comparable across listings. Advertised creatine figures appear on incompatible denominators, "5g" per serving, "1.5g" per gummy, "90g" per container, "9000MG" blends, and 15 of 99 listings use "complex"/"blend" wording or padded 4-to-5-digit mg numbers.
- Roughly 70% of listings are third-party. 53 Fulfilled-by-Amazon plus 16 merchant-fulfilled versus 30 sold by Amazon directly, across 99 ASINs and 77 distinct brands. This crosses over with the same "ratings compress and stop discriminating" theme in our Trustpilot two-tier trust index.
In this article: The leaderboard · The 7.9× spread · Signals dont line up · The label isnt comparable · Ratings dont discriminate · Who fulfills it · Cross-cohort aggregations · What coverage gets wrong · Methodology · Caveats · FAQ
The creatine gummy leaderboard - price vs demand
The clearest way to see the signal noise is to line up price against Best Sellers Rank and rating for a handful of named listings captured 22 May 2026. The columns disagree with each other on almost every row.
| Product (brand) | Price | Stars | Reviews | Creatine BSR |
|---|---|---|---|---|
| Optimum Nutrition | $19.99 | 4.6 | 103,349 | 1 |
| Create | $49.98 | 4.4 | 838 | 4 |
| KUKALY (ZyterX) | $54.99 | 4.5 | 313 | 48 |
| Ekkovision | $39.99 | 2.4 | 11 | 453 |
| Openovomins (cheapest) | $6.99 | 4.1 | 78 | n/a |
The single best-selling, most-reviewed product in the category sits at $19.99, below the median. The most expensive listing in the table ($54.99) ranks 48th by demand. The lowest-rated one (2.4 stars) still costs $39.99. Source: amazon-product-scraper search-mode run against Amazon.com, two creatine-gummy search terms, ranked by commercial risk, captured 22 May 2026. The full 99-row leaderboard is downloadable from the source-actor banner above.
Story A - a 7.9× price spread for the same product
Across 99 listings, the cheapest creatine gummy costs $6.99 and the most expensive $54.99: a 7.9× spread for a product that is nominally the same thing, creatine monohydrate in gummy form. The median is $28.99, with 25th and 75th percentiles at $21.99 and $35.99.
The tails are populated, not freak outliers. 13 listings sit at $49 or above, and 4 come in under $15. So a shopper searching "creatine gummies" lands on a results page where the same shelf category runs from pocket-change to nearly a dollar a day, with no obvious line separating the bands.
| Statistic | Price |
|---|---|
| Minimum | $6.99 |
| 25th percentile | $21.99 |
| Median | $28.99 |
| 75th percentile | $35.99 |
| Maximum | $54.99 |
| Spread (max ÷ min) | 7.9× |
A 7.9× spread is wide even for supplements. We saw the same "there is no single price for one product" pattern in a completely different market in our Airbnb price-dispersion audit, where the same entire-home product ran 4.6× across US markets. The mechanism here is different, it's brand and packaging, not geography, but the shopper's problem is identical: the price tag isn't telling them what they think it is.
Story B - the signals don't line up
Price tracks neither popularity nor rating in this category. The #1 bestseller by Best Sellers Rank, Optimum Nutrition, is a mid-priced $19.99, while the next-best-selling cluster (Create at BSR 4) costs $49.98, two and a half times more.
Optimum Nutrition is a known incumbent: 103,349 reviews, 4.6 stars, rank 1, and a price below the category median. If price signaled quality you'd expect the bestseller to sit high; it doesn't. If price signaled obscurity you'd expect the expensive listings to be no-names; KUKALY at $54.99 ranks 48th with 313 reviews, but Create at $49.98 ranks 4th with 838. The expensive tier holds both a near-bestseller and a long-tail brand at the same price point.
So the three things on the search page move independently. A buyer who anchors on price as a proxy for "the good one" gets a different answer than one who anchors on rank, and a different answer again from one who anchors on stars. That divergence is exactly the case for scraping and ranking the category instead of eyeballing the first results screen.
Story C - the label is not comparable
The dose number printed on the front of the pack can't be compared across listings because the listings don't share a denominator. We pulled the advertised creatine figure verbatim from each title, and it shows up as "5g" per serving on one, "1.5g" per gummy on the next, "90g" per container on another, and "9000MG" on a complex blend.
15 of the 99 listings use "complex" or "blend" wording, or headline an inflated 4-to-5-digit milligram number that pads the figure with non-creatine ingredients. A "9000MG" front-of-pack claim sounds like nine times a "1g" claim, but they're measuring different things on different bases, and one of them isn't pure creatine.
To be clear about scope: these are verbatim quotes from listing titles, not a measurement. We did not test what's in the jar. The point is narrower and it's about the buying decision, not the chemistry: a shopper physically cannot do price-per-gram math from the front-of-pack number, because the number on listing A and the number on listing B are denominated differently. The one signal that should be objective, milligrams of creatine, is the noisiest of the three.
Story D - the rating separates almost nothing
The star rating, the signal shoppers trust most, separates almost nothing in this category. Ratings span 2.4 to 5.0, but the median is 4.3 and only 2 of 99 listings sit below 3.5 stars. "Four-and-a-half stars" isn't a green light here, it's the floor.
This is the negative-space finding, the thing the scam-headline framing misses entirely. The controversy implies bad products are hiding in plain sight, but the rating distribution can't surface them: when only 2 of 99 listings fall below 3.5 stars, the rating column is nearly constant and carries almost no information. One trusted incumbent owns rank 1 with 103,349 reviews while 76 other brands crowd behind it, most carrying double- or triple-digit review counts, which is to say almost no review mass at all next to the leader.
So the rating doesn't discriminate at the top (96 of 99 sit at 3.5 stars or above, one carries no rating, everyone's at 4-point-something) and the review count doesn't discriminate in the tail (everyone's tiny next to 103,349). The shopper is left with a wall of 4.3-star listings and no honest way to rank them from the search page.
Story E - who actually ships these
Roughly 70% of these listings come from third-party sellers. 53 are Fulfilled-by-Amazon and 16 are merchant-fulfilled, versus 30 sold by Amazon directly, across the 99 listings.
That matters for trust, but here's the honest limit: the actor surfaces the buybox seller's name and the fulfillment type, not a seller rating. So we can say just over half the shelf is third-party brands using Amazon's logistics (FBA), a sixth ship it themselves (FBM), and together that's roughly 70% third-party, but we can't grade those sellers' reliability on this run. Fulfillment type is a coarse trust proxy at best, and we're flagging it as exactly that, not as a verdict.
| Fulfillment | Listings | Share |
|---|---|---|
| Fulfilled by Amazon (FBA) | 53 | 54% |
| Merchant-fulfilled (FBM) | 16 | 16% |
| Sold by Amazon directly | 30 | 30% |
Cross-cohort aggregations
Grouping the 99 listings three ways, by price band, by rating band, and by label type, makes the central finding legible: each cut is internally inconsistent with the others.
| Cut | Group | Listings | Note |
|---|---|---|---|
| Price | Under $15 | 4 | Includes the $6.99 "complex" blend |
| Price | $15–$48.99 | 82 | The crowded middle; median $28.99 sits here |
| Price | $49 and above | 13 | Holds both a near-bestseller and long-tail brands |
| Rating | Below 3.5 stars | 2 | The rating column barely separates anything |
| Rating | 3.5 stars and above | 96 | 97% of the rated shelf clears the "good enough" bar |
| Rating | No star rating shown | 1 | One listing carried no rating at capture |
| Label | "complex"/"blend" or padded mg | 15 | Front-of-pack number not comparable to per-gram listings |
| Label | Plain per-serving / per-gummy figure | 84 | Still on mixed denominators (5g vs 1.5g vs 90g) |
The one-line summary: 99 listings, 77 brands, one product type, and not a single column on the results page that cleanly orders them.
What most coverage gets wrong about creatine gummies
The scam-headline coverage repeats a few framings the public listing data doesn't support:
- "The cheap no-name gummies are the scam; buy the expensive trusted ones." The data refuses this. The single most-reviewed, best-selling product is mid-priced at $19.99, the cheapest listing ($6.99) is a "complex" blend, and the $49.98+ tier holds both near-bestsellers and obscure brands. Price isn't a proxy for trust.
- "A higher milligram number means more creatine." A "9000MG" blend headline and a "5g per serving" figure aren't on the same denominator. 15 of 99 listings pad the front-of-pack number with non-creatine ingredients or count per-container, so a bigger number can mean less actual creatine per serving.
- "Star ratings will weed out the bad ones." With only 2 of 99 listings below 3.5 stars and a 4.3 median, the rating column is nearly constant. It can't surface a problem product, which is precisely why a label scandal can sit inside a 4.5-star shelf undetected.
- "This is a measurement problem, so a lab test settles it." A lab test settles the chemistry of one jar. It doesn't fix the shopper's actual problem, which is that the three signals on the search page disagree before any jar is opened. The decision-useful fix is ranking the category, not testing one unit.
Methodology
- Tool:
amazon-product-scraperApify actor, run in search mode on Apify on 22 May 2026. The actor reads public Amazon search and product pages and returns each listing's price, star rating, review count, Best Sellers Rank, buybox seller and fulfillment type, plus a review-sentiment pass, then ranks the category by commercial risk. - Sample queried: Amazon.com searches for "creatine gummies" and "creatine monohydrate gummies", marketplace amazon.com only, persona
quality_assurance,rankBy = commercialRisk,maxProducts = 100. 99 product records returned; 1 summary record excluded. - Date captured: single-day cross-sectional snapshot, 22 May 2026. This is not a time series.
- Field filters: product records only, single marketplace (amazon.com). Star ratings, review counts, prices, BSR within the Creatine Nutritional Supplements node, advertised dose wording, and buybox fulfillment type taken as scraped.
- Total records captured: 99 distinct ASINs across 77 distinct brands. Some brands appear as multiple listings (Create as 4, and Optimum Nutrition, Bear Balanced, NAKED and others as 2–3), counted individually as distinct variants.
- Aggregation rule: listings grouped by price, by Best Sellers Rank within the Creatine Nutritional Supplements node, by advertised dose wording, and by buybox fulfillment type.
- Known gaps: no seller-rating data (the actor surfaces seller name and fulfillment, not a seller rating); no cross-run trajectory, this is a single run with no accumulated history for the watchlist; review samples are small, a median of about 8 analyzed reviews per listing, so sentiment is directional only; advertised dose figures are verbatim front-of-pack claims on mixed denominators and are not normalized to price-per-gram.
- Ticker-noise / out-of-sample disclosure: two Amazon search terms can surface near-duplicate ASINs and brand variants; these were retained and counted individually as distinct listings rather than de-duplicated to a single brand row, which is why 99 ASINs map to 77 brands.
- Cross-reference: the rank-1 and rank-4 placements were sanity-checked against Amazon's public Best Sellers list for Creatine Nutritional Supplements, the independent third-party ranking this audit leans on.
Caveats and what this data does not say
- We did not lab-test creatine content. Every dose figure here is a verbatim front-of-pack claim, on mixed denominators (per serving / per gummy / per container / blend), not a measured value and not normalized to price-per-gram. Nothing in this post verifies or disputes the lab-testing claims behind the controversy.
- Single marketplace, single day, 99 listings. Everything was captured on amazon.com on 22 May 2026. It's a one-day cross-section, not a trend, and a different capture date or marketplace would shift the listings and prices.
- No year-over-year comparison exists. This is a single run. The actor's cross-run trajectory layer needs accumulated history that this watchlist doesn't have, so there is no "up or down vs last year" reading to give.
- Review sentiment is low-confidence. The median review sample analyzed was about 8 per listing. The most common negative theme across the cohort was "not as described / counterfeit-suspect" (4 listings), followed by customer service, pricing, and reliability (2 each). That's directional color, not a defect verdict, and the actor's defect-emergence flag correctly did not fire on any listing.
- Seller trust is not graded. The actor surfaces buybox seller name and fulfillment type but not a seller rating, so the ~70% third-party share is a description of the shelf, not a reliability judgment.
- Brand variants are counted individually. 99 ASINs map to 77 brands because some brands list multiple variants. Brand-level aggregates would shrink the counts; the listing-level view is what a shopper actually sees.
Press lift-out for journalists
Amazon's creatine gummies run $6.99 to $54.99 for nominally the same supplement, a 7.9× spread with a $28.99 median. A 2026 ApifyForge analysis of 99 listings across two Amazon search terms found that none of the three signals a shopper can see, price, star rating, or the dose printed on the label, reliably tells them which gummy to buy: the category's #1 bestseller is a mid-priced $19.99, only 2 of 99 listings fall below 3.5 stars, and front-of-pack dose figures appear on incompatible denominators ("5g," "1.5g," "9000MG").
Source: amazon-product-scraper Apify actor, search mode, reading public Amazon search and product pages; 99 creatine-gummy listings across 77 brands on amazon.com captured 22 May 2026. Sanity-checked against the public Amazon Best Sellers Creatine Nutritional Supplements ranking. No creatine content was lab-tested; all dose figures are verbatim front-of-pack claims.
Embeddable visuals
Chart 1 - The 7.9× price spread
A horizontal box-and-whisker or dot plot of the 99 listing prices on a single axis, with the minimum ($6.99), 25th percentile ($21.99), median ($28.99), 75th percentile ($35.99), and maximum ($54.99) marked and labeled. Annotate the full span with a "7.9×" bracket from $6.99 to $54.99 to make the spread legible at a glance. Source line: ApifyForge analysis of 99 Amazon creatine-gummy listings, captured 22 May 2026.
Chart 2 - Price vs Best Sellers Rank
A scatter or paired-bar chart of the five named leaderboard listings, price on one axis and Creatine Best Sellers Rank on the other: Optimum Nutrition ($19.99, BSR 1), Create ($49.98, BSR 4), KUKALY ($54.99, BSR 48), Ekkovision ($39.99, BSR 453), Openovomins ($6.99, no BSR). Highlight that the BSR-1 leader is the cheapest of the four ranked products to show price and demand pulling in opposite directions. Source line: ApifyForge analysis of Amazon creatine-gummy listings, captured 22 May 2026.
Chart 3 - Who ships the shelf
A simple stacked or donut chart of the fulfillment split across the 99 listings: 53 Fulfilled-by-Amazon (54%), 16 merchant-fulfilled (16%), 30 sold by Amazon directly (30%). Group the first two as "third-party (70%)" with a bracket to make the third-party majority obvious. Source line: ApifyForge analysis of 99 Amazon creatine-gummy listings, captured 22 May 2026.
Frequently asked questions
How much do creatine gummies cost on Amazon in 2026?
In this 99-listing audit captured on 22 May 2026, Amazon creatine gummies ran from $6.99 to $54.99, a 7.9× spread, with a median of $28.99 and an interquartile band of $21.99 to $35.99. 13 listings sat at $49 or above and 4 came in under $15. There is no single "creatine gummy price," because the same product type spans nearly eightfold across brands and packaging.
Are creatine gummies a scam?
This audit can't answer the chemistry question, because we documented public listings, not lab results, and we did not test creatine content. What the data does show is that a shopper can't separate good from bad on the search page: price runs 7.9×, only 2 of 99 listings fall below 3.5 stars, and the dose figures on the label use incompatible denominators. The buying signals are noisy, which is a separate problem from whether any individual jar is mislabeled.
Why is the best-selling creatine gummy not the most expensive?
Because price doesn't track popularity in this category. The #1 bestseller by Best Sellers Rank, Optimum Nutrition, is a mid-priced $19.99 with 103,349 reviews and 4.6 stars, while the next-best-selling cluster (Create at BSR 4) costs $49.98. A trusted incumbent at a mid-tier price out-sells both the cheap blends and the premium tier, so neither "cheap" nor "expensive" predicts what people actually buy.
Can I compare the creatine dose between two Amazon listings?
Not reliably from the front of the pack. Across these 99 listings the advertised figure appears as "5g" per serving, "1.5g" per gummy, "90g" per container, and "9000MG" on complex blends, all different denominators. 15 of 99 use "complex"/"blend" wording or padded milligram numbers. Because the listings don't share a base, the headline number can't be turned into a clean price-per-gram comparison from the search page.
Who sells creatine gummies on Amazon?
Roughly 70% of the 99 listings were third-party: 53 Fulfilled-by-Amazon and 16 merchant-fulfilled, versus 30 sold by Amazon directly, spread across 77 distinct brands. The category is a long tail: one incumbent (Optimum Nutrition) holds rank 1 with 103,349 reviews while most of the other brands carry double- or triple-digit review counts. The actor surfaces seller name and fulfillment type but not a seller rating, so seller reliability isn't graded here.
Where can I download the underlying Amazon data myself?
The full 99-listing leaderboard is available as a downloadable CSV from the source-actor banner at the top of this page, and the data was produced by the amazon-product-scraper Apify actor. The actor reads public Amazon search and product pages and returns price, rating, review count, Best Sellers Rank, fulfillment, and review sentiment, then ranks the category by commercial risk. Running it reproduces the leaderboard for any search term.
Ryan Clinton publishes Apify actors and MCP servers as ryanclinton and builds developer tools at ApifyForge. The leaderboard above was produced via the amazon-product-scraper actor across two Amazon creatine-gummy search terms against public Amazon search and product pages; the methodology, analysis, and framing are independent of any product positioning. This audit shares the "ratings compress and stop discriminating" theme with our Trustpilot two-tier trust index and the "no single price exists" dispersion pattern with our Airbnb price-dispersion audit.
Last updated: May 2026