AI Site Grade

dermoi.com — AI Site Grade

Dermoi.com has rich editorial content and 50+ premium brands but is invisible to AI models due to explicit crawler blocking and zero external signals.

Dermoi.com's AI visibility is crippled by robots.txt disallowing all major AI crawlers, a cold-knowledge void, missing product schema, and zero indexed external mentions.

Findings
10
Evidence checks
20
Completed
30 May 2026

Analysis

Dermoi.com is a fully stocked cosmeceutical e-commerce site with rich editorial content that AI models have never heard of — a total cold-knowledge void.

Crawler Access

The robots.txt uses Cloudflare's managed content-signal framework (Content-Signal: search=yes,ai-train=no) but then explicitly disallows every major AI crawler — GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, Bytespider — with Disallow: /. Despite the directive, compare_bot_access shows that ClaudeBot is the only bot actually blocked at the HTTP level (403). GPTBot, OAI-SearchBot, Google-Extended, PerplexityBot, and ChatGPT-User all receive a 200 with the full 367KB HTML payload — identical to a browser visit. The robots.txt also disallows /blog/* (with a narrow Allow: */blog/$ exception), meaning AI crawlers following the rules would skip the blog entirely. No llms.txt exists (404).

Cold-Knowledge Gap

When queried cold, a frontier LLM returned: *"I do not have specific, verifiable information about a company or entity named Dermoi"* — zero awareness of the brand, its product categories, its scientific advisory board, or its positioning as a "concept store for scientifically verified skincare." This is despite the site carrying 50+ premium brands (Medik8, Obagi, PCA Skin, Jan Marini, Skinade, Bioeffect), a 60+ article blog with recent posts (September 2025), and a detailed Scientific Advisory Board page featuring 6 named experts with credentials. The gap between the site's content depth and the model's blank slate is extreme.

Schema Posture

The homepage and all subpages carry rich HealthAndBeautyBusiness + Organization JSON-LD schema with full address, telephone, logo, and SearchAction. Blog posts use BlogPosting with named authors linked to the advisory board. However, no Product schema was detected on any fetched page — a notable absence for an e-commerce site selling 50+ brands across hundreds of SKUs. The logo SVG has zero width/height dimensions in the schema ("width": "0", "height": "0"), a minor but technically invalid value.

External Signals

Web searches for "dermoi skincare reviews," "dermoi brand London," and "dermoi.com cosmeceutical" returned zero results across multiple queries. No Reddit threads, no press mentions, no review sites surfaced. The site has a Google My Business listing (linked in footer), LinkedIn, Instagram, YouTube, and Facebook — but none of these appear to have generated indexed external coverage. The domain uses Cloudflare DNS and hosting, with Microsoft 365 for email (MX points to Outlook). The site runs on WordPress/WooCommerce with Rank Math SEO, Klaviyo for email, and PixelYourSite for analytics.

Surprising Details

The /product-category/face-care/serums/ URL returns a 404, yet it appears in the site's own navigation and sitemap. The /skin-test/ page (a quiz/routine builder) renders only 2 words of visible text ("Skin Test") — the interactive content is likely JS-rendered and invisible to crawlers. The blog is actively publishing (latest post October 2025) but blocked from AI crawlers by robots.txt directives. The scientific advisory board includes UCL students as "Scientific Writers" and "Scientific Content Creators" alongside credentialed doctors — a mix that may dilute the authority signal for discerning readers.

Findings

  1. Robots.txt disallows all major AI crawlers High

    The robots.txt explicitly disallows GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, and Bytespider with Disallow: /. Despite this, only ClaudeBot is actually blocked at the HTTP level (403); others receive 200 responses. The directive prevents compliant crawlers from indexing the site.

    What to change: Remove or relax the Disallow rules for AI crawlers in robots.txt, or use Cloudflare's managed signals to allow AI training while respecting content preferences.

  2. Frontier LLMs have zero awareness of Dermoi High

    A cold query to a frontier LLM returned no information about Dermoi, despite the site having 50+ premium brands, a 60+ article blog, and a detailed scientific advisory board. The brand is completely absent from AI training data.

    What to change: Improve AI visibility by allowing AI crawlers, publishing an llms.txt, and building external backlinks and citations.

  3. Missing Product schema on e-commerce pages High

    No Product schema was detected on any fetched page, despite the site selling hundreds of SKUs across 50+ brands. This limits the ability of AI models and search engines to understand product offerings.

    What to change: Add Product schema with name, description, brand, price, and availability to all product pages.

  4. No indexed external mentions or reviews High

    Web searches for 'dermoi skincare reviews', 'dermoi brand London', and 'dermoi.com cosmeceutical' returned zero results. No Reddit threads, press mentions, or review sites were found, indicating a lack of external signals.

    What to change: Build a backlink strategy, encourage customer reviews on third-party platforms, and engage in PR to generate indexed mentions.

  5. Blog directory disallowed for AI crawlers Medium

    Robots.txt disallows /blog/* for AI crawlers, with only a narrow Allow for the blog index page. This prevents AI models from accessing 60+ articles of editorial content.

    What to change: Remove the Disallow rule for /blog/ or allow AI crawlers to access the entire blog.

  6. Product category URL returns 404 Medium

    The URL /product-category/face-care/serums/ returns a 404 error, yet it appears in the site's navigation and sitemap. This creates a poor user and crawler experience.

    What to change: Fix the broken URL by restoring the page or implementing a proper redirect to a working category page.

  7. Skin test page renders minimal visible text Medium

    The /skin-test/ page contains only 2 words of visible text ('Skin Test'), indicating the interactive quiz content is likely JavaScript-rendered and invisible to crawlers.

    What to change: Add server-side rendered fallback content or use progressive enhancement to ensure the quiz content is crawlable.

  8. No llms.txt file published Low

    The site does not provide an llms.txt file, which is a recommended way to guide AI crawlers to important content and improve visibility.

    What to change: Create an llms.txt file listing key pages (homepage, blog, product categories, advisory board) to help AI crawlers discover content.

  9. Logo schema has zero width and height Low

    The Organization schema includes a logo with width and height set to '0', which is technically invalid and may cause rendering issues in some parsers.

    What to change: Update the logo schema to include actual width and height values, or omit the dimensions if not available.

  10. Scientific advisory board includes students alongside doctors Low

    The advisory board page lists UCL students as 'Scientific Writers' and 'Scientific Content Creators' alongside credentialed doctors, which may dilute the authority signal for discerning readers.

    What to change: Clearly differentiate roles (e.g., 'Contributors' vs 'Advisors') to maintain credibility.

What's working

  • Homepage and subpages have HealthAndBeautyBusiness + Organization schema — The site uses rich JSON-LD schema with full address, telephone, logo, and SearchAction, which helps search engines and AI models understand the business.
  • Blog posts use BlogPosting schema with author links — Blog articles include BlogPosting schema with named authors linked to the advisory board, enhancing content discoverability and credibility.
  • Blog has 60+ articles with recent posts — The blog is actively publishing with 60+ articles, including a post from October 2025, providing substantial editorial content that could be valuable for AI training if accessible.
  • Scientific advisory board page with named experts — The advisory board page lists 6 named individuals with credentials, adding authority and trust signals to the site.
  • Cloudflare managed content-signal framework in use — The site uses Cloudflare's Content-Signal header to indicate search and AI training preferences, a modern approach to crawler control.
  • Sitemap contains 80 URLs for comprehensive indexing — The sitemap includes 80 URLs, covering key pages and helping search engines discover content.
  • Linked social media profiles (Google, LinkedIn, Instagram, YouTube, Facebook) — The site links to Google My Business, LinkedIn, Instagram, YouTube, and Facebook, providing channels for external signals.

Track dermoi.com across AI search

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Dermoi — AI Site Grade · How ChatGPT, Claude & Perplexity read dermoi.com | Trakkr exception), meaning AI crawlers following the rules would skip the blog entirely. No `llms.txt` exists (404).\n\n## Cold-Knowledge Gap\n\nWhen queried cold, a frontier LLM returned: *\"I do not have specific, verifiable information about a company or entity named Dermoi\"* — zero awareness of the brand, its product categories, its scientific advisory board, or its positioning as a \"concept store for scientifically verified skincare.\" This is despite the site carrying 50+ premium brands (Medik8, Obagi, PCA Skin, Jan Marini, Skinade, Bioeffect), a 60+ article blog with recent posts (September 2025), and a detailed Scientific Advisory Board page featuring 6 named experts with credentials. The gap between the site's content depth and the model's blank slate is extreme.\n\n## Schema Posture\n\nThe homepage and all subpages carry rich `HealthAndBeautyBusiness` + `Organization` JSON-LD schema with full address, telephone, logo, and `SearchAction`. Blog posts use `BlogPosting` with named authors linked to the advisory board. However, **no `Product` schema** was detected on any fetched page — a notable absence for an e-commerce site selling 50+ brands across hundreds of SKUs. The logo SVG has zero width/height dimensions in the schema (`\"width\": \"0\", \"height\": \"0\"`), a minor but technically invalid value.\n\n## External Signals\n\nWeb searches for \"dermoi skincare reviews,\" \"dermoi brand London,\" and \"dermoi.com cosmeceutical\" returned **zero results** across multiple queries. No Reddit threads, no press mentions, no review sites surfaced. The site has a Google My Business listing (linked in footer), LinkedIn, Instagram, YouTube, and Facebook — but none of these appear to have generated indexed external coverage. The domain uses Cloudflare DNS and hosting, with Microsoft 365 for email (MX points to Outlook). The site runs on WordPress/WooCommerce with Rank Math SEO, Klaviyo for email, and PixelYourSite for analytics.\n\n## Surprising Details\n\nThe `/product-category/face-care/serums/` URL returns a **404**, yet it appears in the site's own navigation and sitemap. The `/skin-test/` page (a quiz/routine builder) renders only 2 words of visible text (\"Skin Test\") — the interactive content is likely JS-rendered and invisible to crawlers. The blog is actively publishing (latest post October 2025) but blocked from AI crawlers by robots.txt directives. The scientific advisory board includes UCL students as \"Scientific Writers\" and \"Scientific Content Creators\" alongside credentialed doctors — a mix that may dilute the authority signal for discerning readers.","findings":[{"id":"robots-blocks-ai-crawlers","title":"Robots.txt disallows all major AI crawlers","summary":"The robots.txt explicitly disallows GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, and Bytespider with Disallow: /. Despite this, only ClaudeBot is actually blocked at the HTTP level (403); others receive 200 responses. The directive prevents compliant crawlers from indexing the site.","category":"crawler_access","severity":"high","confidence":1,"target_urls":["https://dermoi.com/robots.txt"],"evidence_refs":["call_01_EQpkpzD0XACDZkiaSLwb0589","call_00_C6uQg1xSZ4lSI4ciHD6d7878"],"suggested_fix":"Remove or relax the Disallow rules for AI crawlers in robots.txt, or use Cloudflare's managed signals to allow AI training while respecting content preferences."},{"id":"cold-knowledge-void","title":"Frontier LLMs have zero awareness of Dermoi","summary":"A cold query to a frontier LLM returned no information about Dermoi, despite the site having 50+ premium brands, a 60+ article blog, and a detailed scientific advisory board. The brand is completely absent from AI training data.","category":"visibility","severity":"high","confidence":1,"target_urls":[],"evidence_refs":["call_04_KeQ9sg0pzbzEVUlgRD7c3709"],"suggested_fix":"Improve AI visibility by allowing AI crawlers, publishing an llms.txt, and building external backlinks and citations."},{"id":"no-product-schema","title":"Missing Product schema on e-commerce pages","summary":"No Product schema was detected on any fetched page, despite the site selling hundreds of SKUs across 50+ brands. This limits the ability of AI models and search engines to understand product offerings.","category":"schema","severity":"high","confidence":0.9,"target_urls":["https://dermoi.com","https://dermoi.com/the-science-behind-medik8-vitamin-c/"],"evidence_refs":["call_00_C6dQlPuU5KC4mBE7UNxS2682","call_01_dwnzjglHgipviFfXyOkt0504"],"suggested_fix":"Add Product schema with name, description, brand, price, and availability to all product pages."},{"id":"zero-external-mentions","title":"No indexed external mentions or reviews","summary":"Web searches for 'dermoi skincare reviews', 'dermoi brand London', and 'dermoi.com cosmeceutical' returned zero results. No Reddit threads, press mentions, or review sites were found, indicating a lack of external signals.","category":"external_signals","severity":"high","confidence":1,"target_urls":[],"evidence_refs":["call_03_8o6lovkWgXQJ2locEi4p8581","call_01_Nv0OQIwliwublruec9kd9844","call_03_wTNPXirfTTrOl2FsMSOr3373"],"suggested_fix":"Build a backlink strategy, encourage customer reviews on third-party platforms, and engage in PR to generate indexed mentions."},{"id":"blog-blocked-from-ai-crawlers","title":"Blog directory disallowed for AI crawlers","summary":"Robots.txt disallows /blog/* for AI crawlers, with only a narrow Allow for the blog index page. This prevents AI models from accessing 60+ articles of editorial content.","category":"crawler_access","severity":"medium","confidence":1,"target_urls":["https://dermoi.com/blog/"],"evidence_refs":["call_01_EQpkpzD0XACDZkiaSLwb0589"],"suggested_fix":"Remove the Disallow rule for /blog/ or allow AI crawlers to access the entire blog."},{"id":"broken-product-category-url","title":"Product category URL returns 404","summary":"The URL /product-category/face-care/serums/ returns a 404 error, yet it appears in the site's navigation and sitemap. This creates a poor user and crawler experience.","category":"infrastructure","severity":"medium","confidence":1,"target_urls":["https://dermoi.com/product-category/face-care/serums/"],"evidence_refs":["call_00_o9CX8pqiByvq9e3EFerC7738"],"suggested_fix":"Fix the broken URL by restoring the page or implementing a proper redirect to a working category page."},{"id":"skin-test-js-rendered","title":"Skin test page renders minimal visible text","summary":"The /skin-test/ page contains only 2 words of visible text ('Skin Test'), indicating the interactive quiz content is likely JavaScript-rendered and invisible to crawlers.","category":"content","severity":"medium","confidence":0.8,"target_urls":["https://dermoi.com/skin-test/"],"evidence_refs":["call_02_8g9tKmaSFkZG6wrl9qUs7389"],"suggested_fix":"Add server-side rendered fallback content or use progressive enhancement to ensure the quiz content is crawlable."},{"id":"no-llms-txt","title":"No llms.txt file published","summary":"The site does not provide an llms.txt file, which is a recommended way to guide AI crawlers to important content and improve visibility.","category":"infrastructure","severity":"low","confidence":1,"target_urls":["https://dermoi.com/llms.txt"],"evidence_refs":["call_02_NRmx7slnEsrAVS60d7WQ6586"],"suggested_fix":"Create an llms.txt file listing key pages (homepage, blog, product categories, advisory board) to help AI crawlers discover content."},{"id":"logo-schema-zero-dimensions","title":"Logo schema has zero width and height","summary":"The Organization schema includes a logo with width and height set to '0', which is technically invalid and may cause rendering issues in some parsers.","category":"schema","severity":"low","confidence":0.9,"target_urls":["https://dermoi.com"],"evidence_refs":["call_00_C6dQlPuU5KC4mBE7UNxS2682"],"suggested_fix":"Update the logo schema to include actual width and height values, or omit the dimensions if not 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Our Scientific Team is a distinguished panel of experts in clinical research who ensure that every skincare solution we offer meets the highest standards of efficacy and quality. Their expertise allows us to cut through marketing claims and focus solely on scientifically backed results. By collaborating with leading scientists and researchers, we uphold our commitment to transparency, trust, and evidence-based skincare. Scientific Board Ekin Guney MSc, Molecular Biology & Genetics Experienced medical consultant and writer, aiding Dermoi with evidence-based product verification, scientific content, and clinical insights. LinkedIn Dr Angelika Grechnaya Counselling Psychologist Expert in integrative therapy, combining CBT, psychodynamic, and existential approaches to support mental health with compassion and insight. LinkedIn Dennis Relojo-Howell MSc, MPhil Psychology writer and founder of Psychreg, bridging clinical research, mental health awareness, and digital science communication globally. psychreg.org Dr Jahnavi Maini MD, Pharmacology Drug safety expert with clinical and academic experience, advancing pharmacovigilance, medical research, and regulatory compliance in global healthcare. LinkedIn Dr Suren Naidoo Aesthetic & Men’s Health Doctor With 40+ years' experience, he blends aesthetic care, men’s health, and digital health innovation to support holistic wellness. LinkedIn Ersa Tsoutsoura Dermatology Clinical Specialist Pharmacist Expert in dermatological care, clinical governance, and digital health innovation, driving evidence-based practice across public, private, and startup sectors. LinkedIn Why Science Matters To Dermoi Skincare should be more than just marketing claims—it should be backed by real research and proven results. That’s why we meticulously evaluate every product using scientific principles, ensuring that only the most effective, high-quality formulations make it onto our platform. By prioritizing active ingredients, advanced delivery systems, and clinical validation, we empower you with skincare that truly works. Science isn’t just part of our process—it’s our promise to you. Feel confident to browse skincare and try something new, knowing that any item you find has been pre-selected for your benefit. Scientific Writers Catherine Wong MSci Chemistry student at UCL. Previous internships in structural and mechanical engineering projects, with a strong interest in sustainability and environmental innovation & responsibility. LinkedIn Vedika Pimple MSc Pharmaceutics at UCL with a focus on cosmeceutics and natural products, and formulation of small molecules. Previous quality control laboratory internship. LinkedIn Defne Kesimgil BSc in Chemistry from UCL. Previous internships at Standard Chartered Ventures and Erbslöh, and member of the UCL Chemical and Physical Society. LinkedIn Jamini Gorasia MSc Pharmaceutics from UCL and BEng Chemical Engineering Graduate from the University of Birmingham. Previous experience as a Data Consultant in the energy industry. Research experience in advanced nanoformulations produced via green methods, focussing on the use of natural products in cosmeceuticals. LinkedIn Catherine Barros MSc Applied Paediatric Neuropsychology at UCL and First-Class BSc Graduate in Cognitive and Clinical Neuroscience. Passionate about research and science communication, with previous experience in marketing at the Young Scientists Journal. LinkedIn Scientific Content Creators Ken Sio BSc Human Sciences at UCL with a background in internal operations, legal and corporate social responsibility. Current role as a People & Talent Coordinator at Condé Nast. LinkedIn Priyamvada Nair MSc Pharmaceutics at UCL. Passionate about advanced formulations & nanotherapeutics, with experience in nanotherapeutics, advanced drug delivery systems, and solving complex challenges at the intersection of biology and engineering. LinkedIn Sisalie Curtis BSc Cancer Biomedicine Student at UCL. Sales assistant at Cancer Research UK. LinkedIn Mudra Gol BSc Biotechnology, Zoology/Animal Biology, Chemistry from Christ University, Bangalore, and MSc Biomedical Sciences Student at UCL. Human Genetics and Agricultural Biotech internships in India. LinkedIn Stella Yeboah BSc Arts & Sciences Student at UCL. Proficient in Japanese with international academic experience in Taiwan. LinkedIn Anna Kendall BSc Biopsychology & Biochemistry from Tufts University and MSc Clinical Neuroscience Student at UCL. Research and surgical internship experience across Spain and the US. LinkedIn Dominic Allen BSc Arts & Sciences Student at UCL. Proficient in Japanese with international academic experience in Taiwan. 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CATEGORY Skincare Sale Haircare Sale Makeup Sale Supplements Sale Wellness Sale Fragrance Sale Shop all RECENTLY VERIFIED SKIN CARE Shop All Cleansers Eye & Lip Care Exfoliants Facial Masks Facial Oils Kits & Minis Mists & Toners Moisturisers Neck & Decollete Serums Sunscreens BODY CARE Shop All Body Cleansers Body Moisturizers Body Oils Body Sunscreen HAIR CARE Shop All Hair Shampoo Hair Conditoner Eyebrow & Eyelash Hair Growth Supplements Hair Treatments & Serums MAKEUP Shop All Blush Bronzer Brow Gel Concealer Contouring Eye Concealer Face Powder Foundation Lip Gloss Lip Plumper SPF Makeup SUPPLEMENTS Shop All Acne Supplements Anti-Aging Supplements Antioxidant Supplements Collagen Supplements Gut Health Supplements Hair Supplements Immunity Supplements Skin Supplements Sleep Supplements HEALTH & WELLBEING Shop All De-Stress Detox & Cleanse Menopause Men's Health Women's Health FEATURED Men's Skincare Skin Care for Darker Skin Tones Tools & Devices Vegan Skin Care Skin care SHOP ALL CLEANSERS Shop All Cleansing Balms Cleansing Gel Cleansing Oils Cleansing Powder Cream Cleansers Facial Cleansing Bar Foam Cleansers EYE & LIP CARE Shop All Eye Care Shop All Lip care Eye Creams Eye Masks Eye Serums Lip Balm Lip Treatments EXFOLIANTS Shop All Chemical Peels Enzyme Exfoliants Exfoliating Face Masks Facial Scrubs FACIAL MASKS Shop All Calming Face Masks Clay Masks Exfoliating Face Masks Face Masks for Acne Face Masks for Aging Hydrating Masks Overnight Masks FACIAL OILS Shop All Face Oils for Acne Face Oils for Aging KITS & MINIS MISTS & TONERS Shop All Acid Toners Face Mists Glowy Skin Toner NECK & DECOLLETE Shop All Moisturizers Shop All Day Cream Gel Moisturizer Moisturizers for Acne Moisturizers for Aging Moisturizers for Combination Skin Moisturizers for Dry Skin Moisturizers for Oily Skin Moisturizers for Sensitive Skin Night Cream SERUMS Shop All Acne Serums Anti-aging Serums Calming Serums Hyaluronic Acid Serums Morning Serums Night Serums Niacinamide Serums Peptide Serums Retinol Serums Salicylic acid Serums Hyperpigmentation Serums Vitamin C Serums SUNSCREENS Shop All Face Sunscreen SPF 30+ For Face SPF 50+ For Body SPF 50+ For Face SPF Makeup Sunscreen for Body Skin concerns ACNE Shop All Cleansers for Acne Exfoliators for Acne Face Masks for Acne Moisturizers for Acne Serums for Acne Supplements for Acne Toners for Acne Acne Treatments for Men ANTI-AGING Shop All Face Masks for Aging Serums for Aging Supplements for Anti-Aging Moisturizers for Aging Anti-Ageing for Men BLOCKED PORES Shop All Acid Toners Chemical Peels Exfoliating Face Masks Salicylic Acid Serums CELLULITE Shop All COMBINATION SKIN Shop All Gel Moisturizer Moisturizer for Combination Skin Dark Circles Shop All Eye Cream for Dark Circles Serums for Dark Circles DEHYDRATED SKIN Shop All DRY SKIN Shop All Hyaluronic Acid Serums Hydrating Masks Moisturizers for Dry Skin DULL SKIN Shop All Face Mists Glowy Skin Toners FACIAL SCARS Shop All HAIR LOSS Shop All Hair Loss 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SHOP ALL VITAMINS & SUPPLEMENTS Shop All Acne Supplements Anti-Aging Supplements Antioxidant Supplements Collagen Supplements Hair Supplements Immunity Supplements Sleep Supplements Skin Supplements GUT HEALTH SUPPLEMENTS Shop All Prebiotic Supplements Probiotic Supplements HEALTH & WELLBEING Shop All De-Stress Detox & Cleanse Menopause Supplements Men's Health Women's Health Make Up SHOP ALL COMPLEXION Bronzers Contouring Concealer Foundation Powder Primers Setting Spray Eyes Eye Concealer LIPS Lip Gloss Lip Plumper Make up brushes Eye Brushes Make Up Brush Cleanser New In Shop All GIFTS FEATURED Shop All Christmas Gifts Stocking Fillers Gift Sets Virtual Gift Card By category Skincare Gifts Hair Care Gifts Fragrance Gifts Wellbeing Gifts By price Gifts Under 30 Gifts Under 50 Gifts Under 100 Luxury Gifts Brands BRANDS ALLIES OF SKIN ALPHA-H ALTRIENT AQ SKIN SOLUTIONS AVENE BIOEFFECT BIRETIX BOTANYCL BRUSH ON BLOCK CALECIM PROFESSIONAL CODEX LABS DCL DECREE DERMACEUTIC DERMALOGICA 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The LLM knows nothing about dermoi, yet the site is a full e-commerce operation. Let me dig deeper into bot access, the blog, and external signals."},{"step":3,"text":"Excellent findings. The LLM knows nothing about dermoi, yet the site has a rich blog and scientific advisory board. Let me check a few more things: the sitemap, a product page, and search for external mentions."},{"step":4,"text":"Let me check a product page and a blog post to see the depth of content, and search for any external signals."},{"step":5,"text":"Let me check one more thing - the blog is blocked in robots.txt for AI bots, and the serums category page 404s. Let me also check a product page."}]}};