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Hacker News
6/10

BotStopper

Drop-in honeypot widget that traps AI scrapers and tells you which bots are reading your site, training on your content, or filling your forms.

Target user

independent website owners, bloggers, and small e-commerce stores

Features
  • Invisible honeypot links only bots follow, with detected bot identity surfaced in the dashboard
  • Real-time bot vs human traffic breakdown with AI-scraper fingerprinting by model family
  • One-click export of bot IP and user-agent blocklist formatted for Cloudflare, NGINX, and .htaccess
  • Form-level trap that flags submissions likely coming from AI agents and auto-quarantines them
Why now

AI agents and scrapers are harvesting site content for training without consent; the HUMAN2LLM honeypot project highlights how invisible this traffic already is to site owners.

Signals · overall 6/10
Demand
7/10

Strong demand signal: Cloudflare just launched a free one-click "Block AI Bots" feature across all tiers citing rising demand, and multiple WordPress plugins (WindCodex ScraperBlock, AI Crawler Guard) plus many SEO publishers are actively publishing guides for site owners.Declare your AIndependence: block AI bots, scrapers and crawlers with a single clickWindCodex ScraperBlock – Block AI Scrapers & Bots from WordPress & WooCommerce

Whitespace
3/10

Crowded market: Cloudflare's free edge-level blocking, the free WindCodex ScraperBlock WordPress plugin (with honeypot traps in its Pro tier), Silkbriar open-source honeypot, RankReady tracking 31 AI crawlers, robots.txt guides, and aicrawlerguard.com all compete in this same wedge — little true whitespace.WindCodex ScraperBlock – Block AI Scrapers & Bots from WordPress & WooCommerceSilkbriar — Anti-Bot Honeypot & Web Scraper Defense

Monetization
4/10

Free tiers dominate (Cloudflare free, WindCodex free core, robots.txt is free); paid revenue exists only in Pro add-ons like content poisoning, geo-blocking, advanced analytics — narrow monetization ceiling for a third-party widget competing with free CDN-level blocking.WindCodex ScraperBlock – Block AI Scrapers & Bots from WordPress & WooCommerceDeclare your AIndependence: block AI bots, scrapers and crawlers with a single click

Longevity
6/10

AI scraping concern is durable and likely to grow, but the problem is being absorbed quickly at the CDN/edge layer and through standards (robots.txt meta tags), reducing long-term defensibility for a standalone honeypot widget.How to Block AI Crawlers with Robots.txt (2026 Complete Guide)WindCodex ScraperBlock – Block AI Scrapers & Bots from WordPress & WooCommerce

Feasibility
8/10

Very feasible: well-documented UA-based bot signatures (50+ in WindCodex), trivial honeypot link patterns, and drop-in widget integration — building a working MVP is a weekend project.WindCodex ScraperBlock – Block AI Scrapers & Bots from WordPress & WooCommerce

Human Honeypot · 3 points · 1 commentsHacker News · 2026-07-31 (today)