Training Example: Public Goods, Inc. – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Ecommerce & Online Retail
Generic Claims: best prices online, free shipping on everything, satisfaction guaranteed or your money back, trusted by thousands…
Red Flags: no business address or company registration, manufacturer stock photos as product images, prices dramatically below market with no explanation, no return policy or extremely restrictive terms…
Semantic Drift Patterns: homepage claims premium but product pages show dropshipped goods, claims handmade or artisan but product images are manufacturer stock, homepage says ethically sourced but no supply chain information, claims exclusive products but same items found on Amazon and AliExpress…
Proof Expectations: verifiable business registration and address, real product photographs not manufacturer stock images, third-party reviews on independent platforms (Trustpilot, Google), clear return and refund policy with process details…

Public Goods, Inc.

(https://publicgoods.com) 📸 Data Snapshot: June 19, 2026

Analyze 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 Public Goods (https://publicgoods.com)
Title

Public Goods

Meta

Discover beautiful essentials for a healthier, sustainable home. Shop non-toxic cleaning, bath, bedding, and kitchenware. One tree planted per order.

H1 Simple starts here
H2 Browse collections
H2 Lip Treatment Balm
H2 Refills
H2 Form & function
H2 Favorites
H2 Carefully selected
H2 Understand everything
H2 Let’s do business
H3 0 products in cart
H3 For just $65/year, your membership includes:
H3 Public Goods Membership
H3 Shop Bath & Body
H3 Shop Home
H3 Shop Cleaning
H3 Shop Bundles
H3 Shop Surplus
H3 Hand Soap
H3 Shampoo
H3 Conditioner
H3 Body Wash
H3 Hand Soap
H3 Hand Soap
H3 Lotion
H3 Lotion
H3 Shampoo
H3 Shampoo
H3 Conditioner
H3 Conditioner
H3 CF
H3 GF
H3 NF
H3 PF
H3 SF
H3 VF
H3 Members save more
H3 Set it & forget it
H5 No more products available for purchase
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Membership Info – Public Goods (https://publicgoods.com/pages/membership-info/)
Title

Membership Info – Public Goods

Meta

Everything you need to know about Public Goods membership. Access exclusive pricing and products.

H2 More than savings
H2 Member benefits
H2 Intentional choices
H2 Every order counts
H2 Favorites
H2 Let’s do business
H3 0 products in cart
H3 For just $65/year, your membership includes:
H3 Public Goods Membership
H3 20% off every order
H3 Free shipping
H3 $80 annual credit
H3 Exclusive promotions
H3 Save with subscriptions
H3 Early access. Extra savings.
H3 A simple start
H3 Hand Soap
H3 Hand Soap
H3 Lotion
H3 Lotion
H3 Shampoo
H3 Shampoo
H3 Conditioner
H3 Conditioner
H3 Frequently asked questions
H5 No more products available for purchase
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Sustainable Household Products | Public Goods (https://publicgoods.com/collections/cleaning/)
Title

Sustainable Household Products | Public Goods

Meta

Shop Household essentials for a healthier, more sustainable home. ? One tree planted for every order. ?

H1 Cleaning
H2 Let’s do business
H3 0 products in cart
H3 For just $65/year, your membership includes:
H3 Public Goods Membership
H3 Dish Soap
H3 Dish Soap
H3 Dish Soap
H3 Scrubber Sponges
H3 Cleaning Paste
H3 Surface Cleaner
H3 Surface Cleaner
H3 Glass Cleaner
H3 Glass Cleaner
H3 Bathroom Cleaner
H3 Bathroom Cleaner
H3 Refillable Glass Spray Bottle
H3 Glass Dish Soap Dispenser
H3 Scouring Pads
H3 Dishwasher Detergent Pods
H3 Laundry Detergent Pods
H3 Laundry Detergent Sheets
H3 Fabric Softener Sheets
H3 Wool Dryer Balls
H3 Tree Free Paper Towels
H3 Tree Free Toilet Paper
H3 Tree Free Napkins
H3 Tree Free Facial Tissues
H3 Compostable Trash Bags
H3 Compostable Trash Bags
H3 Yamazaki Sponge & Bottle Holder
H3 Sink Essentials Set
H3 Cleaners Set
H5 No more products available for purchase
HEADING_REPEATED_BODY Conditioner – Public Goods (https://publicgoods.com/products/natural-conditioner/)
Title

Conditioner – Public Goods

Meta

A lightweight conditioner formulated to hydrate, detangle, and support the hair without heaviness. Plant-derived ingredients work to soften and smooth strands, with our classic citrus scent that is safe for kids and sensitive skin. The result is manageable, resilient hair that feels considered and balanced.   Made in C

H1 Conditioner
H2 Notify Me
H2 Let’s do business
H3 0 products in cart
H3 For just $65/year, your membership includes:
H3 Public Goods Membership
H3 Conditioner
H4 Conditioner
H5 No more products available for purchase
H6 Recommended for you
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://publicgoods.com) Public Goods
[H2] Browse collections

Click to Shop Bath & Body
[IMG: Shop Bath & Body]
Calm & clean formulas
[H3]
Shop Bath & Body
Click to Shop Home
[IMG: Shop Home]
From home to food essentials
[H3]
Shop Home
Click to Shop Cleaning
[IMG: Shop Cleaning]
A healthier home
[H3]
Shop Cleaning
Click to Shop Bundles
[IMG: Shop Bundles]
Curated for convenience
[H3]
Shop Bundles
Click to Shop Surplus
[IMG: Shop Surplus]
For your savings
[H3]
Shop Surplus

New
[H2] Lip Treatment Balm
Rich and silky, with a gentle cooling finish from natural peppermint and spearmint

Shop Now

Click to show Lip Treatment Balm promotion card

[IMG: Lip Treatment Balm]

Lip Treatment Balm

Regular price

$29.95

Lip Treatment Balm

Regular price

$29.95

Lip Treatment Balm

Regular price

$29.95

[IMG: Public Goods Personal Care Lip Treatment Balm]

[H2] Refills

View all products
View all

[IMG: Public Goods Personal Care Hand Soap]

Best Seller

Quick Shop

[H3]

Hand Soap

4.7 Rated 4.7 out of 5 stars4.7 Stars (681 Reviews)

34 fl oz, Refill

Regular price

$29.95

[IMG: Public Goods Personal Care Shampoo Refill]

Best Seller

Quick Shop

[H3]

Shampoo

4.6 Rated 4.6 out of 5 stars4.6 Stars (938 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Conditioner Refill]

Best Seller

Quick Shop

[H3]

Conditioner

4.6 Rated 4.6 out of 5 stars4.6 Stars (730 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Body Wash Refill]

Best Seller

Quick Shop

[H3]

Body Wash

4.7 Rated 4.7 out of 5 stars4.7 Stars (677 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[H2] Form & function
Classic form meets durability & sustainability

Shop Home

Click to show Wine Glasses promotion card

[IMG: Wine Glasses]

Wine Glasses

Stemless-

Regular price

$39.95

Wine Glasses

Stemless-

Regular price

$39.95

Wine Glasses

Stemless-

Regular price

$39.95

Shop now

Click to show Drinking Glasses promotion card

[IMG: Drinking Glasses]

Drinking Glasses

12oz -

Regular price

$35.95

Drinking Glasses

12oz -

Regular price

$35.95

Drinking Glasses

12oz -

Regular price

$35.95

Shop now

[IMG: Slide image]

[H2] Favorites

View all products
View all

[IMG: Public Goods Personal Care Hand Soap]

Best Seller

Quick Shop

[H3]

Hand Soap

4.7 Rated 4.7 out of 5 stars4.7 Stars (681 Reviews)

12 fl oz, Full

Regular price

$14.95

[IMG: Public Goods Personal Care Hand Soap]

Best Seller

Quick Shop

[H3]

Hand Soap

4.7 Rated 4.7 out of 5 stars4.7 Stars (681 Reviews)

34 fl oz, Refill

Regular price

$29.95

[IMG: Public Goods Personal Care Lotion]

Best Seller

Quick Shop

[H3]

Lotion

4.6 Rated 4.6 out of 5 stars4.6 Stars (672 Reviews)

Scented,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Lotion Refill]

Best Seller

Quick Shop

[H3]

Lotion

4.6 Rated 4.6 out of 5 stars4.6 Stars (672 Reviews)

Scented,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Shampoo]

Best Seller

Quick Shop

[H3]

Shampoo

4.6 Rated 4.6 out of 5 stars4.6 Stars (938 Reviews)

Classic Citrus,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Shampoo Refill]

Best Seller

Quick Shop

[H3]

Shampoo

4.6 Rated 4.6 out of 5 stars4.6 Stars (938 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Conditioner]

Best Seller

Quick Shop

[H3]

Conditioner

4.6 Rated 4.6 out of 5 stars4.6 Stars (730 Reviews)

Classic Citrus,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Conditioner Refill]

Best Seller

Quick Shop

[H3]

Conditioner

4.6 Rated 4.6 out of 5 stars4.6 Stars (730 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Slide image]

[IMG: Slide image]

[IMG: Slide image]

"Really love this soap! The consistency is spot on and it lathers well without feeling heavy or sticky. My hands feel clean and soft after every wash, never dry or tight. It is simple, gentle, and does exactly what I need it to. Definitely a staple in my home."
@Sara Z.

"Exactly what I expected, and it has been performing perfectly. Sturdy glass container. Metal mesh filter works well. Press is easy to clean and get ready for the next round of coffee. Satisfied customer!"
@Lisa M.

"After reading about so many chemicals and harsh ingredients in other brands, we opted for this soap. We feel much safer using it. It has a pleasant fragrance and sudsy quality. We will certainly purchase again."
@Lydia W.

[IMG: Slide image]

[H2] Carefully selected
We select artisans and manufacturers that share our values

Learn More

[H2] Understand everything

Make choices confidently with clear labeling on everything

[H3] CF

Cruelty Free

[H3] GF

Gluten Free

[H3] NF

Natural Fragrance

[H3] PF

Paraben Free

[H3] SF

Sulfate Free

[H3] VF

Vegan Friendly

[IMG: Slide image]

Up to 50% off retail pricing
[H2] Let’s do business
We tailor plans to meet the needs of businesses large and small. Trusted by over 5,000 properties to elevate every guest stay.

Shop Business

[IMG: Slide image]
[H3] Members save more
20% savings & $80 yearly creditFree shipping (no minimum for members who enroll today)Exclusive offers and perksLearn More
[IMG: Slide image]
[H3] Set it & forget it
Save up to 15% on every orderSkip or cancel any timeNever worry about running outShop & Subscribe
6422 chars
SUB-PAGE (https://publicgoods.com/pages/membership-info/) Membership Info – Public Goods
20% off & more
[H2] More than savings
A simple, cost effective way to get the products you use every day

[IMG: Slide image]

[H2] Member benefits

[H3] 20% off every order

Always get 20% off, including subscriptions

[H3] Free shipping

Free US shipping with no minimum when you join today

[H3] $80 annual credit

$20 credit upon joining & reloaded every quarter, valid on orders of $65+

[H3] Exclusive promotions

Be the first to shop what's new. Limited runs, released quietly before anyone else

[H3] Save with subscriptions

An extra 5% off when you subscribe to your favorite products

[H3] Early access. Extra savings.

Shop our sales early and enjoy an extra 5% off

View all

[H2]
An average membership pays for itself in just 2 orders

[H2] Intentional choices
A cleaner routine matters. Upgrade to essentials with the qualities you deserve.

[IMG: Slide image]

[IMG: Slide image]

475K
Trees planted

85%
Plastic-free packaging

50%
Less packaging waste

[H2] Every order counts
You contribute to reforestation, get biodegradable packaging and non-toxic ingredients

[H2] Favorites

View all products
View all

[IMG: Public Goods Personal Care Hand Soap]

Best Seller

Quick Shop

[H3]

Hand Soap

4.7 Rated 4.7 out of 5 stars4.7 Stars (681 Reviews)

12 fl oz, Full

Regular price

$14.95

[IMG: Public Goods Personal Care Hand Soap]

Best Seller

Quick Shop

[H3]

Hand Soap

4.7 Rated 4.7 out of 5 stars4.7 Stars (681 Reviews)

34 fl oz, Refill

Regular price

$29.95

[IMG: Public Goods Personal Care Lotion]

Best Seller

Quick Shop

[H3]

Lotion

4.6 Rated 4.6 out of 5 stars4.6 Stars (672 Reviews)

Scented,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Lotion Refill]

Best Seller

Quick Shop

[H3]

Lotion

4.6 Rated 4.6 out of 5 stars4.6 Stars (672 Reviews)

Scented,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Shampoo]

Best Seller

Quick Shop

[H3]

Shampoo

4.6 Rated 4.6 out of 5 stars4.6 Stars (938 Reviews)

Classic Citrus,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Shampoo Refill]

Best Seller

Quick Shop

[H3]

Shampoo

4.6 Rated 4.6 out of 5 stars4.6 Stars (938 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Public Goods Personal Care Conditioner]

Best Seller

Quick Shop

[H3]

Conditioner

4.6 Rated 4.6 out of 5 stars4.6 Stars (730 Reviews)

Classic Citrus,
12 fl oz, Full

Regular price

$19.95

[IMG: Public Goods Personal Care Conditioner Refill]

Best Seller

Quick Shop

[H3]

Conditioner

4.6 Rated 4.6 out of 5 stars4.6 Stars (730 Reviews)

Classic Citrus,
34 fl oz, Refill

Regular price

$37.95

[IMG: Slide image]

[IMG: Slide image]

[IMG: Slide image]

"Really love this soap! The consistency is spot on and it lathers well without feeling heavy or sticky. My hands feel clean and soft after every wash, never dry or tight. It is simple, gentle, and does exactly what I need it to. Definitely a staple in my home."
@Sara Z.

"Exactly what I expected, and it has been performing perfectly. Sturdy glass container. Metal mesh filter works well. Press is easy to clean and get ready for the next round of coffee. Satisfied customer!"
@Lisa M.

"After reading about so many chemicals and harsh ingredients in other brands, we opted for this soap. We feel much safer using it. It has a pleasant fragrance and sudsy quality. We will certainly purchase again."
@Lydia W.

[H3]
Frequently asked questions
What are the benefits of the Public Goods Membership?

For just $65 a year, the Public Goods Membership unlocks 20% off everything, free shipping, $80 in shopping credit (given as a $20 credit every quarter), and exclusive access to promotions.*Free shipping on US orders only. Members enrolled after April 1, 2025 ship free with no minimum; members enrolled before April 1, 2025 ship free on orders $45 or more.

Do I need a membership to shop?

No, anyone can shop at Public Goods. However, members enjoy 20% off all products and free US shipping. Members enrolled after April 1, 2025 receive free shipping on all orders with no minimum; members enrolled before April 1, 2025 receive free shipping on orders $45 or more.

How do I sign up for a membership?

Getting started is easy. In your cart, simply select "Shop as a Member & Save" before checking out and your membership will be added automatically.

Can I use my $80 shopping credit right away?

Your $80 annual shopping credit is issued in $20 quarterly installments. Each credit can be applied to any order of $65 or more at checkout, as long as you use the same email associated with your membership. Credits cannot be used on orders under $65 and cannot be combined with other discount codes.

Is my membership auto-renewed?

Yes, your membership automatically renews each year so your benefits stay uninterrupted. If you'd like to cancel, you can do so at any time by logging in, going to the Membership tab in your account, and clicking "Cancel Membership."

[IMG: Slide image]

Up to 50% off retail pricing
[H2] Let’s do business
We tailor plans to meet the needs of businesses large and small. Trusted by over 5,000 properties to elevate every guest stay.

Shop Business
5826 chars
SUB-PAGE (https://publicgoods.com/collections/cleaning/) Sustainable Household Products | Public Goods
Apply
(22)

[IMG: Public Goods Household Dish Soap]

Best Seller

Quick Shop

[H3]

Dish Soap

4.8 Rated 4.8 out of 5 stars4.8 Stars (495 Reviews)

Mandarin Basil,
16 fl oz, Full

Regular price

$9.95

[IMG: Public Goods Household Dish Soap]

Best Seller

Quick Shop

[H3]

Dish Soap

4.8 Rated 4.8 out of 5 stars4.8 Stars (495 Reviews)

Mandarin Basil,
34 fl oz, Refill

Regular price

$19.95

[IMG: Public Goods Household Dish Soap]

New

Quick Shop

[H3]

Dish Soap

4.8 Rated 4.8 out of 5 stars4.8 Stars (495 Reviews)

Fragrance Free,
16 fl oz, Full

Regular price

$9.95

[IMG: Public Goods Household Scrubber Sponges]

NYT Wirecutter Pick

Quick Shop

[H3]

Scrubber Sponges

4.8 Rated 4.8 out of 5 stars4.8 Stars (198 Reviews)

Regular price

$8.95

[IMG: Public Goods Household Cleaning Paste]

New

Quick Shop

[H3]

Cleaning Paste

5.0 Rated 5.0 out of 5 stars5.0 Stars (7 Reviews)

Regular price

$7.95

[IMG: Public Goods Household Surface Cleaner]

Best Seller

Quick Shop

[H3]

Surface Cleaner

4.7 Rated 4.7 out of 5 stars4.7 Stars (211 Reviews)

24 fl oz

Regular price

$13.95

[IMG: Public Goods Household Surface Cleaner]

Quick Shop

[H3]

Surface Cleaner

4.7 Rated 4.7 out of 5 stars4.7 Stars (211 Reviews)

Refills 3ct

Regular price

$16.45

[IMG: Public Goods Household Glass Cleaner]

Quick Shop

[H3]

Glass Cleaner

4.6 Rated 4.6 out of 5 stars4.6 Stars (91 Reviews)

24 fl oz

Regular price

$10.95

[IMG: Public Goods Household Glass Cleaner]

Quick Shop

[H3]

Glass Cleaner

4.6 Rated 4.6 out of 5 stars4.6 Stars (91 Reviews)

Refills 3ct

Regular price

$14.95

[IMG: Public Goods Household Bathroom Cleaner]

Quick Shop

[H3]

Bathroom Cleaner

4.6 Rated 4.6 out of 5 stars4.6 Stars (175 Reviews)

24 fl oz

Regular price

$13.95

[IMG: Public Goods Household Bathroom Cleaner]

Quick Shop

[H3]

Bathroom Cleaner

4.6 Rated 4.6 out of 5 stars4.6 Stars (175 Reviews)

Refills 3ct

Regular price

$16.45

[IMG: Public Goods Refillable Glass Spray Bottle]

Quick Shop

[H3]

Refillable Glass Spray Bottle

4.8 Rated 4.8 out of 5 stars4.8 Stars (68 Reviews)

Regular price

$19.95

[IMG: Public Goods Household Glass Dish Soap Dispenser]

[H3]

Glass Dish Soap Dispenser

4.7 Rated 4.7 out of 5 stars4.7 Stars (53 Reviews)

Regular price

$17.95

[IMG: Public Goods Household Scouring Pads]

[H3]

Scouring Pads

4.7 Rated 4.7 out of 5 stars4.7 Stars (106 Reviews)

Regular price

$10.95

[IMG: Public Goods Household Dishwasher Detergent Pods]

[H3]

Dishwasher Detergent Pods

4.3 Rated 4.3 out of 5 stars4.3 Stars (222 Reviews)

Regular price

$15.95

[IMG: Public Goods Household Laundry Detergent Pods]

[H3]

Laundry Detergent Pods

4.5 Rated 4.5 out of 5 stars4.5 Stars (225 Reviews)

Regular price

$15.95

[IMG: Public Goods Household Laundry Detergent Sheets]

Quick Shop

[H3]

Laundry Detergent Sheets

4.9 Rated 4.9 out of 5 stars4.9 Stars (24 Reviews)

Regular price

$19.95

[IMG: Public Goods Household Fabric Softener Sheets]

[H3]

Fabric Softener Sheets

4.1 Rated 4.1 out of 5 stars4.1 Stars (83 Reviews)

Regular price

$10.95

[IMG: Public Goods Household Wool Dryer Balls]

[H3]

Wool Dryer Balls

4.8 Rated 4.8 out of 5 stars4.8 Stars (257 Reviews)

Regular price

$14.95

[IMG: Public Goods Household Tree Free Paper Towels]

[H3]

Tree Free Paper Towels

4.3 Rated 4.3 out of 5 stars4.3 Stars (153 Reviews)

Regular price

$39.95

[IMG: Public Goods Household Tree Free Toilet Paper]

[H3]

Tree Free Toilet Paper

4.4 Rated 4.4 out of 5 stars4.4 Stars (473 Reviews)

Regular price

$49.95

[IMG: Public Goods Household Tree Free Napkins]

[H3]

Tree Free Napkins

4.7 Rated 4.7 out of 5 stars4.7 Stars (63 Reviews)

Regular price

$6.95

[IMG: Public Goods Household Tree Free Facial Tissues]

[H3]

Tree Free Facial Tissues

4.2 Rated 4.2 out of 5 stars4.2 Stars (139 Reviews)

Regular price

$7.95

[IMG: Public Goods Household Compostable Trash Bags]

Quick Shop

[H3]

Compostable Trash Bags

4.6 Rated 4.6 out of 5 stars4.6 Stars (113 Reviews)

4 rolls 3 gallon

Regular price

$16.95

[IMG: Public Goods Household Compostable Trash Bags]

Quick Shop

[H3]

Compostable Trash Bags

4.6 Rated 4.6 out of 5 stars4.6 Stars (113 Reviews)

3 rolls 13 gallon

Regular price

$44.95

Sale price

$44.95

Regular price
$59.95

[IMG: Yamazaki Home Sponge Holder Yamazaki Sponge & Bottle Holder]

Excluded from promotions

Quick Shop

[H3]

Yamazaki Sponge & Bottle Holder

5.0 Rated 5.0 out of 5 stars5.0 Stars (1 Review)

Regular price

$32.00

[IMG: Public Goods Household Sink Essentials Set]

Save 13%

Quick Shop

[H3]

Sink Essentials Set

4.7 Rated 4.7 out of 5 stars4.7 Stars (594 Reviews)

Regular price

$36.95

[IMG: Public Goods Household Cleaners Set]

Save 15%

[H3]

Cleaners Set

4.7 Rated 4.7 out of 5 stars4.7 Stars (391 Reviews)

Regular price

$32.95

[IMG: Slide image]

Up to 50% off retail pricing
[H2] Let’s do business
We tailor plans to meet the needs of businesses large and small. Trusted by over 5,000 properties to elevate every guest stay.

Shop Business
6328 chars
SUB-PAGE (https://publicgoods.com/products/natural-conditioner/) Conditioner – Public Goods
[H6]
Recommended for you

Filters Write a Review (Opens in a new window) 730 reviews Sort Alicia G. Verified Buyer I recommend this productRated 5 out of 5 starsJun 3, 2026Great productLove the smell and how well it works for me!Read MoreRead more about this review Elaine N. Verified Buyer I recommend this productRated 5 out of 5 starsMay 10, 2026Exactly what my hair needs!Great conditioner at a great value. I recommend it, and Public Goods as a whole, to everyone i know.Read MoreRead more about this review
[IMG: A refillable pouch of Public Goods Classic Citrus conditioner sitting on a bathroom counter with white tile backsplash]
Nancy S. Verified Buyer I recommend this product Scent Classic Citrus Rated 5 out of 5 starsApr 30, 2026ConditionerAfter use my comb or brush goes easily through my mid back length hair. Very impressive!Read MoreRead more about this review Jennifer I recommend this productRated 5 out of 5 starsApr 16, 20265 StarsSimple and sophisticated. There is a clean light scent. Excellent quality. We have used this product for years.Read MoreRead more about this review Denise V. Verified Buyer I recommend this productRated 5 out of 5 starsFeb 23, 2026Really good conditionerWho says you need fancy packaging and marketing to have a quality product? This is really good hair conditioner, leaves our hair in great shape.Read MoreRead more about this review Loading... Loading...

[IMG: Slide image]

Up to 50% off retail pricing
[H2] Let’s do business
We tailor plans to meet the needs of businesses large and small. Trusted by over 5,000 properties to elevate every guest stay.

Shop Business
1646 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2637Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 579 2
/pages/membership-info/ 543 2
/collections/cleaning/ 674 2
/products/natural-conditioner/ 841 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@graph": [
            {
                "@type": "Organization",
                "@id": "https://www.publicgoods.com/#organization",
                "name": "Public Goods",
                "legalName": "Public Goods, Inc.",
                "url": "https://www.publicgoods.com/",
                "description": "Public Goods is a membership-based retailer of sustainable, healthy household and personal-care essentials, founded in 2016 by Morgan Hirsh. This is the company \"Public Goods\", not the economics concept of a \"public good\".",
                "disambiguatingDescription": "Direct-to-consumer retail brand (publicgoods.com), founded 2016. Not the economics concept \"public good\".",
                "foundingDate": "2016",
                "founder": {
                    "@type": "Person",
                    "name": "Morgan Hirsh"
                },
                "sameAs": [
                    "https://www.instagram.com/publicgoods/",
                    "https://www.facebook.com/publicgoods",
                    "https://twitter.com/publicgoods",
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                        "image": "https://www.publicgoods.com/cdn/shop/files/conditioner_refill_92a9a622-c412-4331-b09c-1148893ecfb1.jpg?v=1779083201&width=1400",
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                            "hasMerchantReturnPolicy": "[DEPTH_TRUNCATED]"
                        }
                    },
                    {
                        "@type": "Product",
                        "name": "Conditioner — Classic Citrus / 12 fl oz & 34 fl oz (Full & Refill)",
                        "sku": "010-000-099-111",
                        "gtin": "810049440121",
                        "image": "https://www.publicgoods.com/cdn/shop/files/conditioner_refill_set_6ca016ec-388f-4910-850a-ea41bb532673.jpg?v=1779083140&width=1400",
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                            "hasMerchantReturnPolicy": "[DEPTH_TRUNCATED]"
                        }
                    },
                    {
                        "@type": "Product",
                        "name": "Conditioner — Classic Citrus / 3 fl oz (Travel)",
                        "sku": "010-101-015-001",
                        "gtin": "810049440138",
                        "image": "https://www.publicgoods.com/cdn/shop/files/conditioner_travel_4cdd6b6e-7b7c-49d0-940c-53fad0b74445.jpg?v=1779083153&width=1400",
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                        }
                    },
                    {
                        "@type": "Product",
                        "name": "Conditioner — Fragrance Free / 12 fl oz (Full)",
                        "sku": "010-101-029-011",
                        "gtin": "810152230855",
                        "image": "https://www.publicgoods.com/cdn/shop/files/FF_conditioner_white_04f39ece-a7a5-4879-877b-6ba34496ba86.jpg?v=1779083187&width=1400",
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                ]
            },
            {
                "@type": "OfferShippingDetails",
                "@id": "https://www.publicgoods.com/#shipping",
                "name": "Free U.S. shipping on orders over $45",
                "shippingRate": {
                    "@type": "MonetaryAmount",
                    "value": "0",
                    "currency": "USD"
                },
                "eligibleTransactionVolume": {
                    "@type": "PriceSpecification",
                    "priceCurrency": "USD",
                    "minPrice": 45
                },
                "shippingDestination": {
                    "@type": "DefinedRegion",
                    "addressCountry": "US"
                },
                "doesNotShip": false,
                "deliveryTime": {
                    "@type": "ShippingDeliveryTime",
                    "handlingTime": {
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                        "maxValue": 2,
                        "unitCode": "DAY"
                    },
                    "transitTime": {
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                        "maxValue": 5,
                        "unitCode": "DAY"
                    }
                }
            },
            {
                "@type": "MerchantReturnPolicy",
                "@id": "https://www.publicgoods.com/#returns",
                "applicableCountry": "US",
                "returnPolicyCategory": "https://schema.org/MerchantReturnFiniteReturnWindow",
                "merchantReturnDays": 30,
                "returnMethod": "https://schema.org/ReturnByMail",
                "returnFees": "https://schema.org/FreeReturn"
            },
            {
                "@type": "FAQPage",
                "mainEntity": [
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                        "name": "What’s In It",
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                        }
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                    }
                ]
            },
            {
                "@type": "BreadcrumbList",
                "itemListElement": [
                    {
                        "@type": "ListItem",
                        "position": 1,
                        "name": "Home",
                        "item": "https://www.publicgoods.com/"
                    },
                    {
                        "@type": "ListItem",
                        "position": 2,
                        "name": "All Prod",
                        "item": "https://www.publicgoods.com/collections/all-prod-except-food"
                    },
                    {
                        "@type": "ListItem",
                        "position": 3,
                        "name": "Conditioner",
                        "item": "https://www.publicgoods.com/products/natural-conditioner"
                    }
                ]
            }
        ],
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    },
    "_items_truncated": true
}

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.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 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.

Information Density

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.

Semantic Alignment

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.

Trust & Proof

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.

Commodity Fingerprint

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.

Identity & Authority

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.

B
BS Level
Ecommerce & Online Retail
36.4 Avg BS

Based on 3390 businesses audited.

BS Detector

Ecommerce & Online Retail BS: Public Goods, Inc. (publicgoods.com)

https://publicgoods.com 📍 Industry: Ecommerce & Online Retail
24 BS / 100

Public Goods is a high-substance retail entity that uses minimalist aesthetics as a functional wrapper rather than a mask for poor quality. It successfully replaces standard marketing hype with clear, mathematical value propositions and deep technical schema validation.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
9
45% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
0
0% BS

Name at least three of the 5,000 properties mentioned in the business section to validate the B2B claim. Replace generic headings like Form and function with more specific product category benefits. Include direct outbound links to the NYT Wirecutter review and other third-party press mentions within the product pages to increase the proof links count beyond the internal environment.

The site is a perfect match for the Ecommerce and Online Retail category, specifically operating as a Direct-to-Consumer (D2C) membership-based household goods brand. The content focuses entirely on product collections, membership logistics, and retail value propositions.

“The score of 24 reflects a very low level of bullshit, primarily driven by minor points for industry clichés (commodity fingerprint) and a lack of external review verification (trust theatre). The site scores zero in semantic drift and identity gaps due to its highly consistent messaging and robust structured data.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation