CitationDesk
A publisher dashboard for controlling and monetizing AI answer-time fetches — scan your robots.txt for the bots you've accidentally left allowed, set per-bot pricing, and watch which AI answers are quoting your pages in real time.
independent news publishers, niche bloggers, and small media sites whose articles keep getting quoted by AI assistants without traffic or payment in return
- One-click robots.txt auditor that flags any AI answer-bot you've accidentally allowed (e.g., Claude-User, OAI-SearchBot, Perplexity-User) and explains in plain English what each one does
- Stance templates for common publisher postures — 'no training, allow answers with credit,' 'block everything,' 'block all but citation-required' — with a copy-paste robots.txt you can drop in
- Real-time citation feed showing which AI products fetched which pages and when, with click-through back to the AI answer that used your work
- Optional integration with Cloudflare's pay-per-answer rails so each AI fetch that quotes you can generate micro-revenue, settled monthly to your bank
Cloudflare launched pay-per-answer on July 1, 2026, and Sitedex shows 50–71% of sites that block training crawlers ignore answer-time bots entirely — meaning most publishers are accidentally giving AI companies the most valuable use of their content for free.
Confirmed: Sitedex finds top 10k sites have stale 2023 robots.txt that ignore second-wave answer-time bots, and Cloudflare's July 1, 2026 pay-per-answer launch signals real publisher pain; however, the cited HN thread has only 13 points / 0 comments, and indie publishers are notoriously fragmented and slow to adopt paid tooling.Your robots.txt is a 2023 war memorial — Sitedex ↗Cloudflare stops charging AI per crawl and starts paying per answer ↗
The two halves of CitationDesk are already being built: Cloudflare ships per-bot allow/block, an AI Audit dashboard, and the 402/Ed25519 pay-per-crawl framework natively, and TollBit owns publisher-side monetization; Jason Burns explicitly says move to a specialist only for monetization (TollBit) or agentic traffic — leaving a narrow gap.Best AI Bot Detection Tools 2026 | Jason Burns ↗Best AI Visibility Platform Comparison: Orchestration vs. Analytics vs... ↗
Cloudflare gives the audit + 402 payment plumbing away to free customers, and example economics are razor-thin ($0.01/page per awesomeagents) — independent publishers have modest crawl volumes and are the most price-sensitive SaaS segment, making standalone subscription pricing for a dashboard difficult.Cloudflare Launches Pay Per Crawl for AI Bots ↗Cloudflare's New Policy Forces AI Companies to Pay Publishers for Content ↗
Underlying AI-citation trend is durable (GPTBot traffic +305% YoY per Cloudflare) but the specific feature set is being absorbed into Cloudflare's own dashboard and TollBit's monetization layer, putting this product at high risk of becoming a feature, not a category.From Googlebot to GPTBot: Who's crawling your site in 2025 ↗Cloudflare stops charging AI per crawl and starts paying per answer ↗
The robots.txt audit and per-bot rule editor are trivial; the hard part is the 'real-time' citation tracker, which requires either access to LLM query/answer logs (none of OpenAI/Google/Perplexity/Anthropic expose this), expensive prompt-injection monitoring, or third-party citation trackers (Profound, AthenaHQ, BotDeploy) that are already crowded.