Industry Context — Common BS Fingerprints in Ecommerce & Online Retail
Skratch Labs
(https://skratchlabs.com) 📸 Data Snapshot: June 19, 2026Analyze the raw signals below. How would a machine score this business’s credibility?
Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.
🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Skratch Labs | Hydration, Nutrition, Recovery, Energy – Skratch Labs (https://skratchlabs.com)
Skratch Labs | Hydration, Nutrition, Recovery, Energy – Skratch Labs
Skratch Labs offers real food-based sports nutrition for athletes, featuring hydration mixes, energy bars, and recovery drinks made with real food ingredients. Fuel your performance with science-backed products designed for better digestion and endurance. Shop now for top-rated hydration and nutrition solutions.
NAV_HEADER_HEADING_REPEATED gear + accessories – Skratch Labs (https://skratchlabs.com/collections/gear/)
gear + accessories – Skratch Labs
Gear + Accessories — From soft flasks to soft tees, all built for comfort, sweat, style and purpose.
NAV_HEADER_HEADING_REPEATED_BODY Recovery Sport Drink Mix – Skratch Labs (https://skratchlabs.com/products/recovery-sport-drink-mix/)
Recovery Sport Drink Mix – Skratch Labs
Recovery Sport Drink Mix is designed to rapidly refuel, rehydrate, and rebuild you when you’re completely empty after your longest and hardest workouts. Featuring a 4 to 1 ratio of carbohydrate to protein, that’s designed to bring your blood sugar up fast.
NAV_HEADER_HEADING_REPEATED_BODY Skratch Labs Hydration Sport Drink Mix – Skratch Labs (https://skratchlabs.com/products/hydration-sport-drink-mix/)
Skratch Labs Hydration Sport Drink Mix – Skratch Labs
Hydration Sport Drink Mix — Hydration with simple carbs and a touch of sweet, created to replace the electrolytes lost in sweat and provide a little energy.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://skratchlabs.com) Skratch Labs | Hydration, Nutrition, Recovery, Energy – Skratch Labs
[IMG: Hurry, the sale ends Monday] Liquid error (snippets/hero.transparent-overlay line 73): invalid url input Liquid error (snippets/hero.transparent-overlay line 79): invalid url input [IMG: Hurry, the sale ends Monday] [H2] everything is better from skratch Because real food fuels real performance - and tastes better too.shop all products [H2] find your fuel Hydration, energy, and recovery to help you chase podiums — not porta-potties. [IMG: hydration sport] [H5] hydration sport Hydration with simple carbs and a touch of sweet [IMG: energy chews] [H5] energy chews A chew with real fruit and fast carbs [IMG: super high-carb] [H5] super high-carb Liquid fuel from complex carbs with a light, real fruit taste [IMG: energy bars] [H5] energy bars Nut butter bar with ancient grains, oats, and fruit. [IMG: hydration duo bundle] [H5] hydration duo bundle Hydration you can tailor to any workout [IMG: hydration + fuel starter bundle] [H5] hydration + fuel starter bundle Your intro to better training days [IMG: everyday training bundle] [H5] everyday training bundle Hydrate right, fuel consistently, recover fully [IMG: electrolyte booster] [H5] electrolyte booster a sodium boost for when extra salty, sweaty or hot [IMG: recovery] [H5] recovery Carbs, protein, electrolytes to refuel and rebuild [IMG: unsweetened hydration sport] [H5] unsweetened hydration sport Sugar-free hydration with lighter flavor shop all products [IMG: simple is better] Liquid error (snippets/hero.transparent-overlay line 73): invalid url input Liquid error (snippets/hero.transparent-overlay line 79): invalid url input [IMG: simple is better] [H2] simple is better Simple, real ingredients that fuel big efforts, go down easy, and help you bust your butt, not your gut.learn more aboutsimple is better [H2] We've never been perfect. But we've always been better. And our mission is to help you be better too. our story [H2] tried, tested, trusted Proven on race days, training days, and everything in between. “Easy on my stomach, fuels my body appropriately, and great taste is why I've been using Skratch hydration mix for the past 7 years. I've tried other products but have had problems with upset stomach so I've never looked back.”JOHN VOn Sport Drink Mix [IMG: Testimonial Image] "Skratch energy chews are my go-to fuel any time I’m on the bike or hiking. I love the Sour Cherry (yay caffeine!), but these new Grape chews are the perfect mix of sweet and sour—definitely a home run! ??"MICHAEL F.On Energy Chews [IMG: Testimonial Image] “I do a lot of long distance bike rides and runs and skies in Colorado and in the summer heat Skratch actually works great for recovery and giving me the electrolytes I need for a long workout.”ZACHOn Sport Drink Mix "Love this. It’s the only carb drink I can stomach. I usually like to eat really food, but can’t always and this is my go to. Use frequently for feeding during long swims."BRIAN J.On Super High Carb “Sometimes I ride my bike just so I can have Horchata recovery mix. It is so good! I love it. I've had this in my kitchen for the last 4 years for whenever I have a long ride or workout. It's the best!“M. H.On Recovery Drink Mix [IMG: Testimonial Image] "Love the variety pack of the energy bars. They are all so good and are great to put in your pack for a long training run. My favorite is probably the raspberries and lemons...they are all really good!"EVAN R.On Energy Bars “Easy on my stomach, fuels my body appropriately, and great taste is why I've been using Skratch hydration mix for the past 7 years. I've tried other products but have had problems with upset stomach so I've never looked back.”JOHN VOn Sport Drink Mix "Skratch energy chews are my go-to fuel any time I’m on the bike or hiking. I love the Sour Cherry (yay caffeine!), but these new Grape chews are the perfect mix of sweet and sour—definitely a home run! ??"MICHAEL F.On Energy Chews “I do a lot of long distance bike rides and runs and skies in Colorado and in the summer heat Skratch actually works great for recovery and giving me the electrolytes I need for a long workout.”ZACHOn Sport Drink Mix "Love this. It’s the only carb drink I can stomach. I usually like to eat really food, but can’t always and this is my go to. Use frequently for feeding during long swims."BRIAN J.On Super High Carb “Sometimes I ride my bike just so I can have Horchata recovery mix. It is so good! I love it. I've had this in my kitchen for the last 4 years for whenever I have a long ride or workout. It's the best!“M. H.On Recovery Drink Mix "Love the variety pack of the energy bars. They are all so good and are great to put in your pack for a long training run. My favorite is probably the raspberries and lemons...they are all really good!"EVAN R.On Energy Bars new flavors! [IMG: Hydration Sport Drink Mix] 4539 reviews Hydration Sport Drink Mix Lemon + Lime $23.95 4 sizes new flavors! [IMG: var_id:39575998169159] 4539 reviews Hydration Sport Drink Mix Variety $35.95 4 sizes [IMG: Energy Chews Sport Fuel] 1140 reviews Energy Chews Sport Fuel Raspberry $2.75 2 sizes [IMG: var_id:32202964697159] 980 reviews Super High-Carb Sport Drink Mix Lemon + Lime $41.95 3 sizes [IMG: var_id:32481922875463] 980 reviews Super High-Carb Sport Drink Mix Raspberry $41.95 3 sizes [IMG: var_id:42672137470023] 2344 reviews Recovery Sport Drink Mix Chocolate $3.50 4 sizes [IMG: Energy Bar Sport Fuel] 1598 reviews Energy Bar Sport Fuel Peanut Butter + Chocolate $2.95 2 sizes
SUB-PAGE (https://skratchlabs.com/collections/gear/) gear + accessories – Skratch Labs
[IMG: PLP Landing Hero Desktop] [IMG: PLP Landing Hero Mobile] [H1] gear + accessories From soft flasks to soft tees, all built for comfort, sweat, style and purpose bottles + flasks apparel cookbooks gift cards + goodies fuel bundles + bags [H3] bottles + flasks [IMG: var_id:39648623820871] 6 reviews Skratch HydraPak 500mL SkyFlask™ $22.00 1 size [IMG: var_id:39544462475335] 2 reviews Skratch Labs 28oz BlenderBottle® $18.99 1 color [IMG: var_id:41771162861639] 1 review Skratch Labs Tempo Bottle $9.99 1 size [IMG: var_id:42491262107719] 1 review Skratch Labs x Bivo Bottle $39.00 1 size [IMG: var_id:42596473667655] 1 review Skratch x Will Bryant Nalgene $20.00 1 size [IMG: var_id:42620340797511] 1 review All Things Skratch 550ml Tacx Bottle $10.00 1 size [H3] apparel [IMG: var_id:40906697834567,40906697867335,40906697900103,40906697932871,40906697965639] No reviews Taste Real Performance Longsleeve $40.00 1 style • 5 sizes loyalty exclusive [IMG: var_id:40266388013127,40266388045895,40266388078663,40266388111431,40266388144199,40266389946439] 1 review Loyalty Lab Exclusive Tee $25.00 6 sizes • 1 color [IMG: var_id:15472143958087] 9 reviews OG Skratch Hat $19.95 1 color last chance! [IMG: var_id:40705029079111] No reviews Skratch Bandana $8.00 1 color last chance! [IMG: var_id:40907862245447,40907862278215,40907862310983,40907862343751,40908179308615] 1 review Skratch Women's Cycling Jersey $75.00 $145.001 fit • 5 sizes • 1 color [IMG: var_id:41650769723463] 1 review Skratch Ice RAD-dana $20.00 1 color [IMG: var_id:39512904663111,39512905875527,39512906170439,39512910725191,39512904695879,39512904728647] 3 reviews Skratch Labs Black Logo Tee $17.50 1 fit • 6 sizes • 1 color [IMG: Made From Skratch Onesie] No reviews Made From Skratch Onesie $20.00 1 color [IMG: var_id:42787510222919,42787510255687,42787510288455,42787510321223,42787510353991,42787510386759] No reviews All Things Skratch Resort Shirt $112.00 1 fit • 6 sizes [H3] cookbooks [IMG: var_id:183598752] 519 reviews The Feed Zone Cookbook $24.95 1 title [IMG: var_id:288490532] 435 reviews Feed Zone Portables $24.95 1 title [IMG: var_id:9762523653] 52 reviews Feed Zone Table $24.95 1 title [IMG: var_id:3294083269] 11 reviews Skratch Paper 2.0 $5.00 1 title [H3] gift cards + goodies [IMG: Online Gift Card - sku:giftcard] No reviews Online Gift Card $25.00 - $100.00 3 amounts [IMG: Embroidered Patches] 1 review Embroidered Patches $3.25 2 titles [IMG: var_id:1] 11 reviews Loksak Phone Case with Free Sticker Pack $4.00 1 title loyalty exclusive [IMG: var_id:39602356715591] 1 review Loyalty Lab Exclusive Skratchlete Sticker $1.00 1 color [IMG: var_id:12357588058183] 3 reviews Temporary Tattoo $0.25 1 title loyalty exclusive [IMG: var_id:1] No reviews Loyalty Lab Exclusive Dog Sticker Pack $5.00 1 style [H3] fuel bundles + bags [IMG: Recovery + Blender Bottle] 2344 reviews Recovery + Blender Bottle $44.95 - $47.95 3 recovery sport drink mix (flavor)s [IMG: USA Cycling x Skratch Labs “Pro Perk” Kit – Fuel System Edition] No reviews USA Cycling x Skratch Labs “Pro Perk” Kit – Fuel System Edition $81.64 $108.854 energy bar sport fuel (flavor)s • 5 energy chews sport fuel (flavor)s • 4 hydration sport drink mix (flavor)s [IMG: var_id:40033319223367] 1 review Anti-Hanger-Snack-Saver Grocery Bag $7.00 1 material loyalty exclusive [IMG: var_id:39994273923143] No reviews Upcycled Skratch Pouch $15.00 1 style [IMG: var_id: 41594264780871] No reviews Skratch Musette Bag $8.00 1 color [IMG: var_id:42597559664711] No reviews Skratch Boulder Bag $15.00 1 color [IMG: Dot Grid Background] [H2] fuel the whole way shop hydration shop fuel shop recovery shop all sports nutrition
SUB-PAGE (https://skratchlabs.com/products/recovery-sport-drink-mix/) Recovery Sport Drink Mix – Skratch Labs
variant_sku: RDM-CH-50g variant_title: Chocolate / Single Serving variant_options: ChocolateSingle Serving [IMG: var_id:42672137470023] [IMG: var_id:42672137470023] [IMG: var_id:42672137470023] [IMG: var_id:42672137470023] variant_sku: RDM-CH-50g/10 variant_title: Chocolate / Single Serving 10 Pack variant_options: ChocolateSingle Serving 10 Pack [IMG: var_id:42672139305031] [IMG: var_id:42672139305031] [IMG: var_id:42672139305031] [IMG: var_id:42672139305031] [IMG: var_id:42672139305031] variant_sku: RDM-CH-600g variant_title: Chocolate / Resealable Bag - 12 Serving variant_options: ChocolateResealable Bag - 12 Serving #b7814f [IMG: Recovery Sport Drink Mix] [IMG: var_id:42707389893] [IMG: var_id:42707389893] [IMG: var_id:42707389893] [IMG: var_id:42707389893] variant_sku: RDM-CH-1200g variant_title: Chocolate / Resealable Bag - 24 Serving variant_options: ChocolateResealable Bag - 24 Serving #b7814f [IMG: var_id:32802495103047] [IMG: var_id:32802495103047] [IMG: var_id:32802495103047] [IMG: var_id:32802495103047] [IMG: var_id:32802495103047] variant_sku: RDM-HO-50g variant_title: Horchata / Single Serving variant_options: HorchataSingle Serving [IMG: var_id:42672137109575] [IMG: var_id:42672137109575] [IMG: var_id:42672137109575] [IMG: var_id:42672137109575] variant_sku: RDM-HO-50g/10 variant_title: Horchata / Single Serving 10 Pack variant_options: HorchataSingle Serving 10 Pack [IMG: var_id:42672138813511] [IMG: var_id:42672138813511] [IMG: var_id:42672138813511] [IMG: var_id:42672138813511] [IMG: var_id:42672138813511] variant_sku: RDM-HO-600g variant_title: Horchata / Resealable Bag - 12 Serving variant_options: HorchataResealable Bag - 12 Serving #a65a29 [IMG: var_id:17752471666759] [IMG: var_id:17752471666759] [IMG: var_id:17752471666759] [IMG: var_id:17752471666759] [IMG: var_id:17752471666759] variant_sku: RDM-HO-1200g variant_title: Horchata / Resealable Bag - 24 Serving variant_options: HorchataResealable Bag - 24 Serving [IMG: var_id:42672314056775] [IMG: var_id:42672314056775] [IMG: var_id:42672314056775] [IMG: var_id:42672314056775] [IMG: var_id:42672314056775] variant_sku: VRDM-OL-708g variant_title: Vegan Oat Milk Latte (56mg Caffeine) / Resealable Bag - 12 Serving variant_options: Vegan Oat Milk Latte (56mg Caffeine)Resealable Bag - 12 Serving #502c1c [IMG: var_id:41396054327367] [IMG: var_id:41396054327367] [IMG: var_id:41396054327367] [IMG: var_id:41396054327367] [IMG: var_id:41396054327367] 2344 reviews [H4] Recovery Sport Drink Mix Carbs, protein, electrolytes to refuel, rehydrate, rebuild $3.50 Choose Flavor: Chocolate [IMG: Chocolate color swatch #Chocolate] Chocolate [IMG: Horchata color swatch #Horchata] Horchata [IMG: Vegan Oat Milk Latte color swatch #Vegan Oat Milk Latte (56mg Caffeine)] Vegan Oat Milk Latte (56mg Caffeine) + Caffeine Choose Size: Single Serving Single Serving Single Serving 10 Pack Resealable Bag - 12 Serving Resealable Bag - 24 Serving Order by 3pm MST Mon–Fri for same-day shipping! Free Shipping On All USA Orders $59+ Backed by the Skratch Labs Guarantee Earn 10 Loyalty Lab points for every $1 spent! Learn more Timing is everything when it comes to recovery. So, when athletes need something convenient to eat and drink immediately after they’ve emptied the tank, our Recovery Sport Drink Mix is an easy choice. It provides the carbs, protein, electrolytes, and taste needed to rapidly refuel, rehydrate, and rebuild after long and hard endurance workouts. when to use Great for:Post Workout how to use Start by adding one packet to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, cocoa powder, cocoa extract, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free +Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start by adding one packet to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, cocoa powder, cocoa extract, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free +Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start with adding two scoops to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, cocoa powder, cocoa extract, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free +Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start with adding two scoops to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, cocoa powder, cocoa extract, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free +Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start by adding one packet to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, vanilla extract, cinnamon, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free+Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start by adding one packet to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, vanilla extract, cinnamon, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free+Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utilization. Not all probiotic strains are the same - BC30 delivers live cells 10 times more effectively than common probiotic yogurts. when to use Great for:Post Workout how to use Start with adding two scoops to 12-16 fl oz of water and shake. Drink immediately after working out as a bridge to your next real meal from scratch. nutrition info INGREDIENTS: cane sugar, whole milk, nonfat milk, dextrose, vanilla extract, cinnamon, lactase, salt, Bacillus coagulans GBI-30 6086 (probiotic). non-GMO, kosher, vegetarian, gluten free, soy free, rBGH-free+Probiotic BC30: 1 billion active cultures per serving. BC30 supports an overall healthy digestive system, healthy immune system, and enhances protein utili
SUB-PAGE (https://skratchlabs.com/products/hydration-sport-drink-mix/) Skratch Labs Hydration Sport Drink Mix – Skratch Labs
variant_sku: SDM-CL-440g variant_title: Cucumber + Lime / Resealable Bag - 20 serving variant_options: Cucumber + LimeResealable Bag - 20 serving [IMG: var_id:42750908432455] [IMG: var_id:42750908432455] [IMG: var_id:42750908432455] [IMG: var_id:42750908432455] variant_sku: SDM-WM-440g variant_title: Watermelon / Resealable Bag - 20 serving variant_options: WatermelonResealable Bag - 20 serving [IMG: var_id:42753022591047] [IMG: var_id:42753022591047] [IMG: var_id:42753022591047] [IMG: var_id:42753022591047] variant_sku: SDM-MG-440g variant_title: Mango / Resealable Bag - 20 serving variant_options: MangoResealable Bag - 20 serving [IMG: var_id:42634542317639] [IMG: var_id:42634542317639] [IMG: var_id:42634542317639] [IMG: var_id:42634542317639] [IMG: var_id:42634542317639] variant_sku: SDM-MG-22g variant_title: Mango / Single Serving variant_options: MangoSingle Serving [IMG: var_id:42634545365063] [IMG: var_id:42634545365063] [IMG: var_id:42634545365063] [IMG: var_id:42634545365063] variant_sku: SDM-MG-22g/20 variant_title: Mango / Single Serving 20 Pack variant_options: MangoSingle Serving 20 Pack [IMG: var_id:42634545496135] [IMG: var_id:42634545496135] [IMG: var_id:42634545496135] [IMG: var_id:42634545496135] [IMG: var_id:42634545496135] variant_sku: SDM-MG-1320g variant_title: Mango / Resealable Bag - 60 serving variant_options: MangoResealable Bag - 60 serving [IMG: var_id:42634545004615] [IMG: var_id:42634545004615] [IMG: var_id:42634545004615] [IMG: var_id:42634545004615] [IMG: var_id:42634545004615] variant_sku: SDM-MG-440g-CAF variant_title: Caffeinated Mango / Resealable Bag - 20 serving variant_options: Caffeinated MangoResealable Bag - 20 serving [IMG: var_id:42634541367367] [IMG: var_id:42634541367367] [IMG: var_id:42634541367367] [IMG: var_id:42634541367367] [IMG: var_id:42634541367367] variant_sku: SDM-PG-440g variant_title: Passion Fruit + Orange + Guava / Resealable Bag - 20 serving variant_options: Passion Fruit + Orange + GuavaResealable Bag - 20 serving [IMG: var_id: 42554086195271] [IMG: var_id: 42554086195271] [IMG: var_id: 42554086195271] [IMG: v
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 475 | 1 |
| /collections/gear/ | 527 | 1 |
| /products/recovery-sport-drink-mix/ | 533 | 1 |
| /products/hydration-sport-drink-mix/ | 550 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Your Diagnosis
Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.
Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)
These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.
Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.
Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.
Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.
Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.
Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.
Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.
Based on 3390 businesses audited.
Skratch Labs has 10.4 points less BS than the average for Ecommerce & Online Retail.
Ecommerce & Online Retail BS: Skratch Labs (skratchlabs.com)
Skratch Labs is a rare example of an ecommerce site where the marketing signal is almost entirely backed by product substance. By swapping industry jargon for technical specifications and named user stories, they have effectively neutralized most BS markers. The only significant red flags are technical template errors and a lack of external validation links.
First, repair the Liquid errors in the hero transparent-overlay snippets to restore technical credibility. Second, implement specific Organization and Person schema to link the brand to its founders or scientific leads, backing the ‘science-backed’ claims. Third, include outbound links to the third-party platforms where those 4,000+ reviews are aggregated to move from trust theatre to verified proof. Finally, explicitly link the ‘science-backed’ claim in the meta description to a ‘Research’ or ‘White Paper’ section to provide a verifiable proof path.
The website perfectly aligns with the Sports Nutrition and Ecommerce category. Every page focuses on physical product deliverables, ingredient transparency, and athletic performance outcomes.
“The score of 26 is driven primarily by the high information density and lack of semantic drift. The Identity and Authority pillar (8 points) and Trust and Proof (6 points) contributed the most to the score due to technical Liquid errors and the lack of external proof paths for the high review counts. Overall, the site remains in the 'Low BS' category, significantly outperforming industry averages for sports supplements.”
This training module utilizes a snapshot of public data from Skratch Labs, captured on June 19, 2026, to demonstrate how machine logic evaluates different types of business narratives.
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.
Notice to Skratch Labs: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.
Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://skratchlabs.com to view the most current version of its content and learn from the source what this company is about and what it offers.