Where you were cited this week
Citations of your pages found through Gemini grounded responses and OpenAI web-search results (Perplexity not included yet) — counted per page or prompt you track, per engine.
Pro · founding cohort
Know where AI engines cite your pages, every week.
Pro is a weekly report for publishers that answers one question: which AI citations of your pages actually exist, and what they could mean for your traffic. The free score tells you how citable a page is — Pro tells you what happened next, by finding citations in the sources that expose them and estimating what they could mean for your traffic.
Billed by Stripe through Read Stacks, our sister product (same owner): checkout and your card statement may show that name.
First 50 publishers · price locked for as long as you stay subscribed · cancel anytime · 30-day full refund.
One report, every week, four answers.
What we can and can’t see on ChatGPT
ChatGPT’s consumer app has no citation API, so we say that plainly rather than guess — the report tracks the surfaces that do expose citations (Gemini and OpenAI web search today, Perplexity next) and marks anything else as a stated limitation, never a fabricated number.
What citations could mean for traffic
An order-of-magnitude estimate of the visits your citations could send, based on referral rates measured on our own sites. It is labelled as an estimate, never as attribution. Search Console is not connected yet.
Gains and losses, week over week
The change in citations for each page or prompt you track, compared with the previous weekly scan.
What can actually be measured?
Measured honestly, or not at all. Most "AI visibility" claims quietly overreach — here is exactly where our numbers come from, and where nobody's can:
What we measure directly
- · Gemini grounded answers (grounding metadata)
- · OpenAI web-search results (API citations)
- · Not included yet: Perplexity, Search Console clicks, analytics referrers
What nobody can measure directly
- · The consumer ChatGPT app has no citation API — we say so plainly rather than fake a workaround.
- · Google AI Overviews expose no official per-site data — we say so rather than estimate them.
- · Any tool claiming to read those surfaces directly is scraping or guessing. We name the limitation instead.
Founding terms.
- €29/month, locked. The founding price never rises for you while you stay subscribed. The public price after the first 50 publishers will be higher.
- First 50 publishers. Small on purpose — founding subscribers shape what goes into the report next.
- Cancel anytime, 30-day refund. Cancellation is one click in Stripe. First 30 days: full refund on request, no questions.
- Self-serve. No sales calls, no demos, no onboarding meetings. Checkout, send your domain, get your report.
Checkout is processed by Stripe through Read Stacks, our sister product, so the checkout page and card statement may show that name. Same owner (Caslon Media), one company. Questions first? hello@caslonmedia.com.
Not ready to subscribe?
Leave your email and we send one free sample report for your site — like this real one — before you pay anything.
Pro FAQ.
Do the free tools stay free?
Yes, permanently. The AI Visibility Score and every generator stay free with no signup. Pro is a separate, optional product for publishers who want ongoing measurement instead of a point-in-time audit.
How is this different from AI-visibility monitoring tools?
Monitoring platforms poll AI engines at scale for brand mentions across many prompts. Pro answers a narrower, more commercial question: which citations of YOUR pages exist in citation-bearing sources, and what are they doing for your traffic and revenue pages. Many publishers run both; if you want real-time alerting across 15+ engines, we still recommend the dedicated tools on our pricing page.
What can and can’t you measure?
We measure what actually exposes citations: Gemini grounding and OpenAI web-search results. Perplexity is not included yet, and Search Console is not connected yet. Nobody can read the consumer ChatGPT app or Google’s AI Overviews directly — we say so instead of pretending, rather than claim an import or workaround that isn’t real.
How does onboarding work?
Self-serve, no calls. After checkout you land on a short form — your domain, up to 10 pages, up to 10 prompts you care about — and you get a live report link back immediately. Your first scan runs within 7 days, then weekly. If you’d rather not fill the form, email hello@caslonmedia.com with your domain and we’ll set it up for you.
What if it’s not useful?
Cancel anytime from the Stripe receipt — no email needed, no retention flow. And in your first 30 days, email hello@caslonmedia.com and we refund the month in full, no questions.