This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
ChatGPT, Claude, and Perplexity agents are already browsing Shopify stores — viewing products, reading shipping policies, reaching checkout — and Google Analytics shows none of it. Crawlight classifies every visitor as human or AI agent, shows which agents visit, what they view, and emails you a weekly digest. AI-traffic visibility for $19/month instead of the $50k-plus enterprise tools — with a free plan to see if AI agents are on your store at all.
Your store had AI visitors last week. Your analytics called them "Direct." 👀
ChatGPT, Claude and Perplexity now browse product pages and reach checkout on behalf of real shoppers. Enterprise tools show this to Fortune 500 retailers for $50k/year. The other 2M Shopify merchants get nothing.
Crawlight names every visitor instead:
🔍 Which AI agents visited — ClaudeBot, ChatGPT-User, PerplexityBot, scored by confidence
📊 What they viewed, where they bounced, what they bought
💡 What to fix — written from your data, not a template
📧 One digest every Monday
Run a Shopify store? Install it and tell me what surprised you. That's the feedback I want most 🙏
love that you cut straight to what store owners actually need to know without burying it in dashboards. the weekly digest email is a smart touch, way more useful than forcing people to log in to check if a bot visited.
Would love to see a Slack or Discord alert option for when a specific high-value agent like GPT or Claude hits a product page, so you can react in real time instead of waiting for the weekly digest. Otherwise the data is solid but easy to miss in email.
Love that this finally makes AI traffic visible without the crazy enterprise pricing. One thing I'd really want though is a Slack or Discord alert the moment a new AI agent visits, instead of waiting for the weekly digest. That way I can immediately check what they looked at and tweak my product pages or schema markup to better match what they're indexing.
About Crawlight on Product Hunt
“The AI-agent traffic Google Analytics can't see”
Crawlight was submitted on Product Hunt and earned 4 upvotes and 4 comments, placing #152 on the daily leaderboard. ChatGPT, Claude, and Perplexity agents are already browsing Shopify stores — viewing products, reading shipping policies, reaching checkout — and Google Analytics shows none of it. Crawlight classifies every visitor as human or AI agent, shows which agents visit, what they view, and emails you a weekly digest. AI-traffic visibility for $19/month instead of the $50k-plus enterprise tools — with a free plan to see if AI agents are on your store at all.
Crawlight was featured in Analytics (172.9k followers), Artificial Intelligence (474.1k followers) and E-Commerce (41.7k followers) on Product Hunt. Together, these topics include over 141.4k products, making this a competitive space to launch in.
Who hunted Crawlight?
Crawlight was hunted by 1 Jaegers. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Crawlight stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
1 Jaegers
Your store had AI visitors last week. Your analytics called them "Direct." 👀
ChatGPT, Claude and Perplexity now browse product pages and reach checkout on behalf of real shoppers. Enterprise tools show this to Fortune 500 retailers for $50k/year. The other 2M Shopify merchants get nothing.
Crawlight names every visitor instead:
🔍 Which AI agents visited — ClaudeBot, ChatGPT-User, PerplexityBot, scored by confidence
📊 What they viewed, where they bounced, what they bought
💡 What to fix — written from your data, not a template
📧 One digest every Monday
Run a Shopify store? Install it and tell me what surprised you. That's the feedback I want most 🙏