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DEBT Sections
Insights

Who's reading DEBT,
and where it's embedded.

Two public signals: AI visitor pings (User-Agent matched against known bot patterns) and badge embeds (Referer host on every /debt/badge fetch). Last 30 days. No personal data stored.

At a glance

1,952
AI visits
all pages, last 30 days
14
AI agents
distinct user-agents seen
39
Badge embeds
fetches from external sites
7
Today
visits + embeds today: 10

Collecting since 12 May 2026. No personal data stored — User-Agent strings matched against 156 known bot patterns, Referer hosts logged for badge embeds. Daily counts pruned to last 30 days.

AI visits — last 30 days

13 May · 6 visits1314 May · 2 visits15 May · 3 visits16 May · 3 visits18 May · 1 visit1819 May · 2 visits20 May · 2 visits21 May · 11 visits22 May · 2 visits23 May · 3 visits2325 May · 5 visits26 May · 2 visits27 May · 8 visits2829 May · 1 visit30 May · 5 visits31 May · 1 visit1 Jun · 6 visits2 Jun · 19 visits23 Jun · 204 visits4 Jun · 378 visits5 Jun · 414 visits6 Jun · 218 visits7 Jun · 398 visits78 Jun · 239 visits9 Jun · 5 visitsYesterday · 6 visitsYestToday · 7 visitsToday
PageVisitsAgentsLast seen
Overview1131129h ago
Spec785115h ago
Design & badges1278d ago
Reasoning1162d ago
Insights118just now
Case studies221d ago

Visiting AI agents

Every distinct AI agent slug seen across the pillar, summed across all pages. Sorted by total visits.

Scrapy 1866Google 19Perplexity 18Ahrefs 12SEMrush 7Amazonbot 6Claude 5ChatGPT 4Yandex 4Meta AI 3Common Crawl 3Twitter/X 2Bing 2DuckDuckGo 1

Unknown bot-like visitors

UA strings that look like bots (no mozilla token, or contain bot/crawler/spider/scraper/fetcher/agent/python/curl/http) but don't match any known pattern. Top 10 of 6 shown. Useful for spotting new AI agents to add to the table.

User-Agent (truncated)Hits
mozilla/5.0 (compatible; serankingbacklinksbot/1.0; +https://seranking.com/backlinks-crawler)10
mozilla/5.0 applewebkit/537.36 (khtml, like gecko; compatible; sleepbot/1.0; +http://sleepbot.com/) chrome/131.0.0.0 saf8
serpstatbot/2.1 (advanced backlink tracking bot; https://serpstatbot.com/; abuse@serpstatbot.com)5
mozilla/5.0 (compatible; barkrowler/0.9; +https://babbar.tech/crawler)5
google-lens2
indexerbot/1.01

Badge embeds — last 30 days

1316 May · 4 embeds17 May · 1 embed18 May · 2 embeds1819 May · 1 embed20 May · 3 embeds21 May · 3 embeds23 May · 8 embeds2324 May · 2 embeds28 May · 1 embed2830 May · 1 embed1 Jun · 1 embed26 Jun · 4 embeds7 Jun · 2 embeds78 Jun · 2 embedsYesterday · 1 embedYestToday · 3 embedsToday

Domains that have fetched at least one DEBT badge SVG. Our own host (codeclaritylab.com) is excluded.

DomainFetchesFirst seenLast seen
pfmedia.pl2516 May7h ago
direct1416 May41m ago

Most-embedded profiles

Score profiles ranked by embed count. Click any chip to load that profile in the spec picker.

GitHub repository

Live from the public pfmediapl/debt repo. Refreshed every 15 minutes — not on every page load.

0
Stars
people watching the repo grow
0
Forks
community copies of the repo
0
Open issues + PRs
GitHub counts both together
1
Branches
default: main

Language PHP · License CC-BY-4.0 · Last push 11 May 2026 · Created 11 May 2026

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