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Agent Sight

map, profile & Track incoming autonomous LLM agents

AgentSight is the industry's first telemetry analytics middleware package designed specifically to map, profile, and track incoming autonomous LLM agents (ChatGPT, Claude, Gemini, Perplexity) crawling your backend APIs. As agent-driven web operations expand, standard pageview analytics fail to measure autonomous agent sessions, query conversions, and workflow blockage points. AgentSight records telemetry metrics to optimize agent compatibility.

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AgentSight is the industry's first telemetry analytics middleware package designed specifically to map, profile, and track incoming autonomous LLM agents (ChatGPT, Claude, Gemini, Perplexity) crawling your backend APIs. As agent-driven web operations expand, standard pageview analytics fail to measure autonomous agent sessions, query conversions, and workflow blockage points. AgentSight records telemetry metrics to optimize agent compatibility. Agent Signature Telemetry: Detects LLM agent families, system headers, and scraper tools. Intent Mapping: Leverages NLP to log and map the queried objectives of incoming requests. Block Rate Analysis: Tracks why and where agents drop off or get blocked by rate limits or security walls.

About Agent Sight on Product Hunt

map, profile & Track incoming autonomous LLM agents

Agent Sight was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #96 on the daily leaderboard. AgentSight is the industry's first telemetry analytics middleware package designed specifically to map, profile, and track incoming autonomous LLM agents (ChatGPT, Claude, Gemini, Perplexity) crawling your backend APIs. As agent-driven web operations expand, standard pageview analytics fail to measure autonomous agent sessions, query conversions, and workflow blockage points. AgentSight records telemetry metrics to optimize agent compatibility.

On the analytics side, Agent Sight competes within Productivity, Analytics and Artificial Intelligence — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how Agent Sight performed against the three products that launched closest to it on the same day.

Who hunted Agent Sight?

Agent Sight was hunted by Chris Bowe. 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.

For a complete overview of Agent Sight including community comment highlights and product details, visit the product overview.