Industry Context — Common BS Fingerprints in Wellness, Therapy & Mental Health
HUM Nutrition
(https://humnutrition.com) 📸 Data Snapshot: May 30, 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 HUM Nutrition | Vitamins for Skin, Body & Mood (https://humnutrition.com)
HUM Nutrition | Vitamins for Skin, Body & Mood
Discover the best vitamins & supplements for your skin, hair, body & mood. Formulated by experts with active ingredients that actually work. Clinically proven – Clean and natural – Rigorously tested – Demonstrated results. #startwithin
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Find Out Which Vitamin Supplements You Need Based On Your Beauty Needs From HUM Nutrition – HUM Nutrition (https://humnutrition.com/get_started/)
Find Out Which Vitamin Supplements You Need Based On Your Beauty Needs From HUM Nutrition – HUM Nutrition
Discover the best vitamins & supplements for your skin, hair, body & mood. Formulated by experts with active ingredients that actually work. Clinically proven – Clean and natural – Rigorously tested – Demonstrated results. #startwithin
NAV_HEADER_HEADING_REPEATED_BODY Flatter Me Fiber GLP-1 Booster – HUM Nutrition (https://humnutrition.com/product/122/flatter-me-fiber-glp1-booster/)
Flatter Me Fiber GLP-1 Booster – HUM Nutrition
Clinically Backed Prebiotic Fiber formulated to double GLP-1 levels naturally, curb cravings, and promote regularity.** Supercharged with Flatter Me® enzymes blend to ease bloat and support digestion.*
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Clean, Clinically Proven Nutrients For Healthy Hair – HUM Nutrition (https://humnutrition.com/products/hair/)
Clean, Clinically Proven Nutrients For Healthy Hair – HUM Nutrition
Discover the best vitamins & supplements for your skin, hair, body & mood. Formulated by experts with active ingredients that actually work. Clinically proven – Clean and natural – Rigorously tested – Demonstrated results. #startwithin
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://humnutrition.com) HUM Nutrition | Vitamins for Skin, Body & Mood
BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY BIG PEACH ENERGY [H1] Your Goals, Backed by Experts Get personalized advice from HUM’s RD Nutritionist, your science-backed partner in feeling your best this year. Take the Quiz [H2] Shop for Skin, Hair, Body and Mood Debloat + Digestion Skin Health Hair Health Women's Health Weight + Fitness Previous SlideNext Slide [H2] Meet our Bestsellers [H3] Flatter Me Fiber GLP-1 Booster - Strawberry Lemon Clinically Backed Prebiotic Fiber formulated to double GLP-1 levels, curb cravings, and promote regularity.†4.42.4K reviews$30Add [H3] Flatter Me Fiber GLP-1 Booster - Pineapple Passion Fruit Clinically Backed Prebiotic Fiber formulated to double GLP-1 levels, curb cravings, and promote regularity.†4.42.4K reviews$30Add [H3] Best of Berberine supports healthy glucose levels & weight management*4.61.4K reviews$35Add [H3] Flatter Me clinically studied to debloat in 30 minutes**4.52.9K reviews$27Add [H3] Flatter Me Extra Strength 50% more Flatter Me® enzymes for extra debloat support4.5819 reviews$35Add [H3] Flatter Me Plus Flatter Me® debloat enzymes + pre and probiotics for regularity4.6762 reviews$35Add [H3] Daily Cleanse green detox formula to cleanse body*4.62.5K reviews$27Add [H3] Private Party probiotic for vaginal health + urinary tract health*4.71.9K reviews$27Add Start shopping [IMG: Gaby Vaca-Flores RD] Gaby Vaca-Flores RD [H2] How it works [H3] 1. What’s right for you Our 3 minute quiz will help us understand your goals and nutritional needs. [H3] 2. Meet Your Match Unlock product recommendations, your personalized nutrition report and get unlimited access to an RD Nutritionist for FREE expert advice. [H3] 3. Save Big Save 30% on every order - simply bundle and subscribe. Get Started [H2] Expect More From Your Supplements Verified Clean Ingredients Clinically Tested Actives Triple Tested & 3rd Party Validated for Purity & Quality At HUM, living by clean standards is what we do. But we don’t just say it, we certify it with backup from independent third-parties. [IMG: Clean Label Project Certified] [IMG: Prevented Ocean Plastic] [IMG: Non-GMO Project Certified] [H2] Metabolism Method Bundle Activate your metabolism from sun up to sleep. [H2] The GLP-1 Fiber Flight 3 Flatter me Fiber flavors. Summer cravings, crushed. Shop Now Shop Now [H2] The HUM Subscription: Wellness on Your Terms Save 30% on every order - simply bundle and subscribe. Earn loyalty points FREE samples with every order Switch or pause at any time–you’re always in control Get Started [H2] 1 Prevents 2 We care about your wellness and the wellness of our planet. Every time you buy a HUM bottle made from Prevented Ocean Plastic™, you prevent the equivalent of 2 plastic water bottles from entering our oceans. Learn More
SUB-PAGE (https://humnutrition.com/get_started/) Find Out Which Vitamin Supplements You Need Based On Your Beauty Needs From HUM Nutrition – HUM Nutrition
[H1] Flatter Me Fiber Peach Iced Tea Tell us your goals. Your personal Registered Dietitian will build a routine that sticks. Take the Quiz Start the Quiz [H2] Only at HUM All the things you need for a successful wellness journey where you feel your absolute best. Save 30% on every order - simply bundle and subscribe FREE expert advice from an RD Nutritionist FREE samples with each order Exclusive loyalty perks + surprises Flexible plans - swap products or pause anytime. [H2] Powered by science, personalized for you Our quiz is designed to match you with exactly what you need. We’ve worked with leading nutrition research experts to understand you and develop a plan that targets your specific needs. Get paired up with your very own RD Nutritionist and she’ll answer any questions you have and support you in taking your wellness journey to the next level. Start the Quiz [H2] 3M 3 million users have taken the hum quiz We’ve helped over 3 million users to define their goals and work towards them. [H2] Ultra-targeted solutions. Unique formulations. For great results. Trusted by doctors and by us. Get one-on-one advice from a certified RD Nutritionist. She’ll help guide you, answer questions and provide expert support + recommendations for targeted supplements you can trust, to get the results you want. [H3] Emilee Wagner I absolutely LOVE these products! My skin, hair and nails are growing so strong and my digestive system has never been so efficient! [H3] Felicia Larman I love the all natural ingredients and transparency. Also getting 15% off every time you order three makes it rather affordable! [H3] Alina Brassad Never knew that putting natural ingredients in my body could feel SO empowering. Every time I take them I feel like another step toward my health and overall wellness. [H3] Laurain Salga One month of taking HUM and my skin has never looked better! I have even received unsolicited compliments on my complexion. I am thrilled with how these supplements work! [H3] Erik Najera I am so pleased with the results I’ve had so far and I feel amazing! I have been telling everyone I care for to try it for themselves because they deserve to experience it as well. [H3] Chay Muller I absolutely love my HUM vitamins. I have been using them for about a month now and I am starting to notice changes in my energy, hair, nails and just overall appearance. Start the Quiz [IMG: HUM sponsors]
SUB-PAGE (https://humnutrition.com/product/122/flatter-me-fiber-glp1-booster/) Flatter Me Fiber GLP-1 Booster – HUM Nutrition
[IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] [IMG: Flatter Me Fiber GLP‑1 Booster] Carousel item 1Carousel item 2Carousel item 3Carousel item 4Carousel item 5Carousel item 6Carousel item 7 [H1] Flatter Me Fiber GLP-1 Booster Strawberry Lemon GLP-1 Support Debloat Curb Cravings 4.4 2425 reviews 10g of Clinically Backed Prebiotic Fiber formulated to double GLP-1 levels, curb cravings, and promote regularity.†Clinically Tested Ingredients✓ Clinically tested fiber to double GLP-1 levels in just one use.†✓ Supercharged with Flatter Me enzymes blend to debloat fast and support digestion.* Flavor: Strawberry Lemon Strawberry Lemon Pineapple Passion Fruit Peach Iced Tea Unflavored Select Size10 servings1 packFree Shipping30 servings3 packMost Popular: Get 20% Off [H3] Subscribe & Save Regular Price:$30Sale Price:$24.00Extra 20% off every orderFree samples & earn loyalty pointsShips monthly. Modify your box, pause or cancel anytime.Add To BagOne Time Purchase - $30 [H3] How to use [H3] Key Ingredients [H3] The Ick List [H3] Certifications [H3] Clinically tested ingredients [H3] Medically reviewed $30$24.00Add To Bag [H2] Clinically Studied [H3] Doubles GLP-1 levels after one use to curb appetite† Read More Clinically Tested Formulas — Not Just Ingredients Rigorous science, measurable results. HUM Nutrition tests its bestselling formulas in randomized, placebo-controlled human clinical trials. Explore our studies Verified Clean Ingredients Clinically Tested Actives Triple Tested & 3rd Party Validated for Purity & Quality Formulated by RD Nutritionists Free of The Tricky 12 No Artificial Colors, Sweeteners, Flavors & Preservatives [H2] What's Inside [H3] Prebiotic Fiber [IMG: Prebiotic Fiber] Clinically shown to increase GLP-1, a satiety hormone.† [H3] Protease 3.0 [IMG: Protease 3.0] Digestive enzyme that supports the digestion of proteins at an optimal pH of 3.* [H3] Protease 4.5 [IMG: Protease 4.5] Digestive enzyme that optimizes the digestion of proteins at a pH of 4.5.* [H3] Protease 6.0 [IMG: Protease 6.0] Digestive enzyme that optimizes the digestion of proteins at a pH of 6.0.* [H3] Neutral Bacterial Protease [IMG: Neutral Bacterial Protease] Digestive enzyme that optimizes the digestion of proteins in a neutral pH.* [H3] Peptidase [IMG: Peptidase] Digestive enzyme that optimizes the digestion of proteins in the stomach, small intestine and pancreas.* [H3] Bromelain [IMG: Bromelain] A combination of enzymes derived from pineapple that help in the digestion of proteins.* [H3] Papain [IMG: Papain] A powerful combination of enzymes derived from papaya that help break down proteins, carbs and fats.* [H3] Lipase [IMG: Lipase] Helps break down fats and oils in our diets.* [H3] Amylase [IMG: Amylase] Helps break down starches, glycogen and other forms of carbohydrates.* [H3] Glucoamylase [IMG: Glucoamylase] Helps break down long-chain carbohydrates or starches found mainly in vegetables.* [H3] Alpha-galactosidase [IMG: Alpha-galactosidase] Helps break down starches in grains, cereals, nuts, and vegetables that are difficult to digest* [H3] Invertase [IMG: Invertase] Helps break down sucrose.* [H3] Diastase [IMG: Diastase] Helps break down carbohydrates found in grains, potatoes, cauliflower, broccoli and carrots.* [H3] Hemicellulase + Cellulase [IMG: Hemicellulase + Cellulase] Break down fibers found in vegetables, fruits and grains.* [H3] Beta-Glucanase [IMG: Beta-Glucanase] Breaks down beta-glucan found in whole grains and mushrooms.* [H3] Phytase [IMG: Phytase] Breaks down phytic acid, found in corn, seeds and grains.* [H3] Lactase [IMG: Lactase] Breaks down lactose and milk sugars and aids in the absorption of nutrients found in dairy.* [H3] Ginger Root [IMG: Ginger Root] Ginger is widely used to aid in digestion.* [H3] Fennel Seed [IMG: Fennel Seed] Fennel improves overall digestion.* References [H2] Your HUM, Your Way [H2] Reviews [H2] You May Also Like [H3] Best of Berberine 4.61391 Reviews supports healthy glucose levels & weight management* [H3] Gut Instinct 4.61205 Reviews potent probiotic for balanced gut health* [H3] Daily Cleanse 4.62489 Reviews green detox formula to cleanse body* [H2] FAQs [H3] What is the difference between Flatter Me® and Flatter Me® Fiber? Both formulas contain clinically studied ingredients that support healthy digestion, reduce bloating, and help you feel your best after meals.Flatter Me® Fiber pairs digestive enzymes with 10 grams of prebiotic fiber that boosts GLP-1 levels to help curb appetite and support fullness in just one use with a meal. It’s a great choice for those seeking daily digestive support with added benefits for appetite control.*† [H3] Is there a best time of day to take Flatter Me® Fiber GLP-1 Booster? You can take Flatter Me® Fiber at any time – but for noticeable improvements in hunger throughout the day, take with breakfast or lunch. Clinical studies show that 10 grams of prebiotic fiber can help you feel fuller for hours after eating*† [H3] Should I take both Flatter Me® and Flatter Me® Fiber? Yes! Together they provide complementary support for bloating, appetite control, and regularity. For best results, take Flatter Me® Fiber with food and continue using Flatter Me with a different meal(s), such as one that may cause bloating. [H3] Is Flatter Me® Fiber made in an FDA-approved facility? All of our products are made in facilities that are certified to follow GMPs (Good Manufacturing Processes), required by the FDA. This means our manufacturers have specific quality standards to ensure every product has the right identity, purity, strength and composition. [H3] Can I take Flatter Me® Fiber with GLP-1 agonists drugs? There are no known interactions between the active ingredients in our fiber supplement and GLP-1 agonists drugs like Ozempic or Wegovy. However, we still recommend that you check in with your doctor before starting Flatter Me Fiber GLP-1 Booster in combination with a prescription medication. [H3] Is Flatter Me® Fiber vegan? Yes, Flatter Me® Fiber is vegan. [H3] Is Flatter Me® Fiber non-GMO? Yes! All HUM products are non-GMO.†10 g of prebiotic fiber (the amount in 4 tsp of Flatter Me Fiber) was clinically shown to increase GLP-1 when taken with a meal compared to a placebo taken with the same meal in a randomized controlled trial. Ye et al. Nutrition Research. 2015.**Average ½” less bloating based on a placebo-controlled, crossover clinical study of 19 participants who took identical test meals, once with Flatter Me and once with a placebo. Each participant was assessed by waist circumference measurements. Martin-Biggers et al. Nutrition and Dietary Supplements. 2024.*These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure, or prevent any disease. [H2] Subscribe to Better Results GLP-1 support works best when it's consistent. Subscribe to save 20% and keep your routine uninterrupted. [IMG: Calendar] Skip, pause orcancel anytime [IMG: Discount] 20% offevery delivery [IMG: Chat] Free accessto nutrition experts [IMG: Star] Exclusivefree gifts
SUB-PAGE · THIN (https://humnutrition.com/products/hair/) Clean, Clinically Proven Nutrients For Healthy Hair – HUM Nutrition
Filter by [H2] Filters [H3] Hair Strong clinically tested formula for hair growth*4.61.2K reviews$27Add [H3] Red Carpet vitamins for glowing skin + shiny hair*4.7443 reviews$27Add [IMG: Best sellers] [H3] Hair Strong Gummies clinically tested for hair growth (formerly Hair Sweet Hair)4.61.2K reviews$26Add [H2] 30% Off Every Order. Just Bundle + Subscribe [H2] 30% off sitewide Take The Quiz Close
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 50 | 1 |
| /get_started/ | 26 | 1 |
| /product/122/flatter-me-fiber-glp1-booster/ | 32 | 1 |
| /products/hair/ | 14 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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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 258 businesses audited.
Wellness, Therapy & Mental Health BS: HUM Nutrition (humnutrition.com)
HUM Nutrition is a rare example of a wellness brand where the substance actually meets the signal. By citing specific peer-reviewed journals and naming their nutritionists, they provide a level of forensic evidence that renders most of their marketing claims verifiable. The BS score is low because they prioritize ingredient transparency and clinical data over generic wellness platitudes.
Integrate Person schema for Gaby Vaca-Flores and other named RD Nutritionists to provide a verifiable digital footprint for their credentials. Reduce the repetition of the 30% bundle and subscribe message in the H2 hierarchy to allow for more unique informational headings. Link the References section directly to the PubMed or journal DOIs to create a zero-friction proof path for skeptical users. Replace generic H2s like Meet our Bestsellers with more descriptive, noun-heavy headings that reflect the specific clinical benefits of those products.
The site represents a supplement-focused wellness brand, which aligns partially with the provided Wellness and Mental Health category. While the industry dictionary focuses on therapeutic modalities like CBT and EMDR, HUM Nutrition targets the physical wellness sector including gut health and nutrition, which frequently intersects with mood and body-related mental wellbeing.
“The score of 28 is driven by high Information Density and low Semantic Drift. The site successfully avoids the Trust Theatre and Authority Gaps common in the supplement industry by providing named experts and specific academic citations. The moderate points in Commodity Fingerprint reflect the use of standard industry cliches like clean and natural, but the overall substance is robust.”
This training module utilizes a snapshot of public data from HUM Nutrition, captured on May 30, 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 HUM Nutrition: 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://humnutrition.com to view the most current version of its content and learn from the source what this company is about and what it offers.