We're a direct-to-consumer skincare brand selling on Shopify. How can we track whether ChatGPT and Google's AI Overviews recommend our products, and which tool is best for that?

One of the questions behind AI visibility tools ChatGPT recommends, asked in Google's AI Mode on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: long.

What Google AI Mode recommended, last 28 days

Every answer, newest first

1. Nov 12, 2026 Slate, Profound, Peec AI, Scrunch, Otterly, WhyIQ…

   Tracking how generative engines and AI Overviews feature your skincare brand requires a mix of DIY testing and dedicated AI-visibility (GEO / LLM SEO) software. Because AI outputs are dynamic, personalized, and non-deterministic, a single lookup isn't enough. reddit.com

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   How to Track It (The Methods)

   1. Manual Tracking (Best for starting out / < 20 prompts)

   • Build a prompt library: Write down the exact, high-intent questions a skincare shopper asks (e.g., "What is the best lightweight niacinamide serum for sensitive acne-prone skin?" or "Compare [Your Brand] vs. [Competitor Brand]"). reddit.com

   • Run clean sessions: Use incognito/private windows or fresh API/chat sessions weekly. reddit.com

   • Log key data points in a spreadsheet:

     • Engine/Platform: ChatGPT, Google AI Overviews, Perplexity, Gemini.
     • Visibility status: Are you mentioned as a top pick, a secondary recommendation, or omitted entirely?
     • Sentiment & Accuracy: Is the description positive, neutral, or citing outdated ingredient/pricing info?
     • Source attribution: Which third-party blogs, Reddit threads, or review sites did the AI cite to justify recommending you? reddit.com

   2. Dedicated AI Brand Monitoring Tools (Best for scaling)

   Instead of manual copy-pasting, specialized platforms track hundreds of variations of buyer prompts across multiple engines automatically. reddit.com

   • Dedicated GEO / LLM Trackers: Tools like Slate (slatehq.com/ai-tracker), Profound, Peec AI, Scrunch, Otterly, and WhyIQ monitor share of voice across ChatGPT, Perplexity, and Google AI Overviews while showing the exact source URLs driving those mentions. reddit.com

   • Traditional SEO Suites with AI Add-ons: Platforms like Semrush (AI Toolkit) and Ahrefs (Brand Radar) now integrate AI search visibility alongside standard keyword tracking. reddit.com

   • Shopify-Specific Apps: Apps on the Shopify App Store (such as Key AI SEO) focus on optimizing your actual product data, structured markup, and FAQ pages so LLMs can parse your skincare ingredient lists and benefits more easily. apps.shopify.com

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   Which Tool Is Best for a Shopify Skincare Brand?

   • If you want an all-in-one cross-engine tracker with source attribution: Slate or Profound stand out because they don't just tell you if ChatGPT or Google AI Overviews name you—they show you the underlying web page or Reddit/blog citation that influenced the AI. That’s critical for skincare, where LLMs heavily lean on third-party roundup articles, Reddit routines, and dermatologist blogs. reddit.com

   • If you are on a tight budget: Start with a Google Sheet and manual weekly prompts for your core 15–20 product-category questions. It costs $0 and immediately shows you which Reddit threads or indie beauty blogs you need to show up on. reddit.com

   • If you want to fix the root cause inside Shopify: Combine a tracking tool with clean JSON-LD structured data on your Shopify product pages (ingredients, skin types, cruelty-free/vegan tags) and targeted PR/influencer seeding on platforms that AI models scrape frequently. reddit.com

   Would you like help drafting a starter list of 10–15 buyer prompts tailored to your specific skincare niche, or do you want to explore how to optimize your Shopify product pages to feed AI search engines better?

   Sources reddit.comshopify.com

Who made this: Askadia makes an AI visibility tracker. We publish Google AI Mode's answers as they came; no product pays to be listed or can opt out.