Show HN: Voris: privacy-first analytics for the AI-influenced web

Voris, a new privacy-first analytics platform, detects sessions originating from AI assistants like ChatGPT, Perplexity, Claude, Gemini, and Grok, and ties each visit to the cited page, enabling brands to measure the revenue impact of AI citations. The tool, which is cookieless and EU-hosted, offers live reporting and pricing starting free and growing from $29 per month, with annual billing discounts. Voris aims to help businesses understand how AI-generated answers influence brand awareness and conversions.

Know who cites you Voris detects sessions that start in ChatGPT, Perplexity, Claude, Gemini, and Grok, and ties each visit to the page the assistant cited. ai citation insights ChatGPT, Perplexity, Gemini, Claude, and Grok are already answering with your brand. Voris tracks those citations, measures the awareness they build, and reports what they earn you in plain language. Cookieless, EU hosted, live. citations · awareness · reporting Brand awareness now happens inside AI answers. Voris measures it the same way it measures your traffic, then follows the money. Voris detects sessions that start in ChatGPT, Perplexity, Claude, Gemini, and Grok, and ties each visit to the page the assistant cited. Campaign views update as sessions land. When a citation spike turns into checkouts you see it within seconds, not in next week’s report. $86,540 · last 28 days · sample No cookies, no fingerprinting, no stored IP addresses, no personal data. There is nothing to ask consent for, so there is no banner. the loop Each stage is measurable on its own. The value is in the joins: a citation that never produces visits is a different problem from visits that never convert. live reporting Citations on the left, what they earned on the right. Every number below is sample data. The layout is exactly what you get. Traffic and citations Citations, as they land sample stream /pricing /blog/the-ai-citation-loop /docs/install /pricing A sample feed of AI citations that updates continuously for demonstration. Revenue sensitive campaigns | campaign | revenue | ai share | status | |---|---|---|---| | Spring launch | $24,180 | 31% | healthy | | Pricing refresh | $18,960 | 44% | citation spike | | Docs revamp | $9,470 | 56% | healthy | | Brand awareness | $6,210 | 12% | watch | how it works step 1 The script is under 2 KB, loads after your content, and sets nothing in the browser by default. <script defer src="https://voris.ai/v.js" data-site="YOUR SITE ID" </script step 2 Create your site, install by your method of choice, open the dashboard, and watch your own visit arrive in the live view. That whole minute is designed carefully. step 3 From the first pageview, citations, visits, and conversions join into one live view, with the confidence of every join stated honestly. pricing Start free, grow from $29, and keep your price for as long as you keep your plan. Annual billing takes 20% off. Scale · $549/mo 350 queries · daily top-80 · multi-brand. Multi-brand workspaces, SSO and SAML, dedicated onboarding. Larger or custom needs? Talk to us. Traffic spikes are free. Only sustained growth asks for an upgrade, and your data keeps flowing while you decide. The free plan pauses at its cap until the month resets. 20% off annual billing. 50% off for registered non-profits and education. 20% off for agencies running ten or more client sites. Coming next, labeled as such: heatmaps, mobile SDKs, imports from Google Analytics and Plausible, a conversational version of the AI analyst, and session replay. questions Voris is a privacy-first analytics platform built for the AI-influenced web. It does two jobs in one place: classic web analytics without cookies or personal data, and AI visibility, meaning what ChatGPT, Perplexity, Gemini, Claude, and Grok say about your brand. The part nobody else does: it connects the two, so a citation in an AI answer can be traced to the visit it produced and the conversion that followed. No. Voris does not use cookies, localStorage, or any other browser storage, and it does not store personal data. There is nothing to ask consent for. We are commissioning a written legal opinion from a leading EU privacy firm on exactly this question and will publish it in full. No. Voris runs happily alongside whatever you use today. Most customers start by running it in parallel, comparing for a few weeks, and then deciding. The install takes about a minute, so the experiment is cheap. The script is built to stay tiny, loads asynchronously, and never blocks rendering. Your visitors will not notice it. Your Core Web Vitals will not either. No. By design there is no visitor profile to look at. We count what happened, not who did it. About a minute. Create a site, copy one script tag or install the WordPress plugin or Shopify app, and your first data appears on the dashboard within seconds of the first visit. Free plan, no credit card, one line of code.