Salience turns the server and CDN data you already generate into a live view of every request, response and issue, from people, search engines and AI bots.
We built Salience because some of the most useful data in search has been sitting there largely ignored: server logs.
For years, we’ve used log files in technical SEO to understand what Googlebot is actually doing, what it crawls, what it ignores, where it hits errors, and how often it comes back. With AI crawlers now in the mix, that data has become even more valuable.
The problem is that server log analysis has traditionally been painful. Huge files, awkward exports, expensive tooling, and dashboards designed more for infrastructure teams than marketers.
Salience is our attempt to make server logs feel more like analytics.
Connect your site, including Shopify, Cloudflare, BigCommerce and WooCommerce, and you can see search engines, AI crawlers, scrapers and real users hitting your site in real time.
We’re especially interested in helping teams understand what is happening beyond rankings and prompt tracking, using first-party data from their own infrastructure.
This is still early and we’re actively building based on feedback. If you try it, I’d genuinely love to hear what feels useful, what’s confusing, and what you think we should build next.
I see Cloudflare in the list of connections. Does that work on Cloudflare's free plan? I run a few small sites there and mostly want to know how much of the traffic is AI crawlers rather than people.
About Salience on Product Hunt
“See every request to your website and how it responds.”
Salience launched on Product Hunt on October 17th, 2026 and earned 78 upvotes and 2 comments, placing #16 on the daily leaderboard. Salience turns the server and CDN data you already generate into a live view of every request, response and issue, from people, search engines and AI bots.
Salience was featured in Analytics (174.2k followers), Marketing (469.7k followers) and Artificial Intelligence (481.3k followers) on Product Hunt. Together, these topics include over 231.9k products, making this a competitive space to launch in.
Who hunted Salience?
Salience was hunted by Carl Hendy. 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 Salience stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Carl Hendy