// analytics
How people talk to Ari
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// readout
What stands out
generated from the numbers below for the selected window
// who visited
Visitors
one row per browser, newest first; your own browsers are excluded. A rust edge marks activity since you last opened this page. Location and network org come from Cloudflare's IP lookup, so they're approximate, and a corporate network often shows as the company's ISP.
// source
Where visitors came from
referrer or utm_source of the first page view
// clicks
What they clicked
visitors who clicked each link or project card
// network
Networks & cities
visitors by ISP or organisation network, then by city
// funnel
From opening Ari to a real conversation
portfolio visitors → opened the Ari widget → asked at least one question → went 3+ questions deep. "Opened" uses each visitor's most recent open, so it's approximate.
// activity
Questions per day
Ari questions (bars, rust = no knowledge-base match) and portfolio visitors (line), IST days
answeredunansweredportfolio visitors
// when
Hour of day
questions by hour, IST
// topics
What they ask about
every question tagged by keyword rules. "Openers" = conversations that started with this topic. Answer rate = share where the knowledge base had a match.
// top asked
Most common questions
grouped on normalized text (case and punctuation ignored)
// gaps
Knowledge gaps
questions where retrieval found nothing relevant. These are the ones to add to the knowledge base.
// depth
Conversation length
questions per conversation. One-question conversations are bounces.
// response time
Reply latency
end-to-end time to the full reply, including retrieval and any model fallbacks
// models
Which LLM answered
the fallback chain runs top to bottom. Traffic on lower tiers means the primary model failed or timed out.
// feedback
Ratings & reviews
thumbs on replies, with written reviews and every thumbs-down
// live feed
Latest conversations
newest first, up to 30. Click a row to see Ari's reply.