Joshua Opolko

The GEO Observatory

A live dashboard of which AI and search engines crawl this site, which pages they pull for answers, and what they ignore. Parsed from raw server logs, verified against operator IP ranges. Rolling 8-day window (2026-09-21 to 2026-09-28). Generated 2026-09-28 06:40 UTC.

AI engines fetch a page before they cite it, so this is the citation pipeline in the open. The AI live-fetch count is pages being pulled into answers right now; the blind spots are pages AI never sees; the Verified checks separate real bots from impostors. This is the "watch your logs" step from the GEO Field Manual, made live.

AI impact · Bing/ChatGPT
27
AI click-throughs
past 7 days, from AI platforms
20
search clicks (GSC)
past 7 days
1,648
AI citations (Bing/ChatGPT)
read 2026-07-28 · 62d old

Top 10 Queries Driving Citations (Bing/ChatGPT)

QueryImpr.Citation rateTopic
VR collaboration requirements team types organizational use cases12841%Augmented & Virtual Reality
ollama setup tutorial9618%Generative AI
VR visualization software CAD integration comparison vendors6967%Augmented & Virtual Reality
VR visualization architecture construction best practices software teams5872%Construction Software & BIM
litellm install5522%AI Programming & Frameworks
how to install litellm4420%AI Programming & Frameworks
VR applications pharmaceutical drug discovery companies4444%AI in Healthcare
VR visualization architecture construction software best practices growing teams4486%Construction Software & BIM
enterprise VR visualization platforms key features evaluation4341%Augmented & Virtual Reality
VR walkthrough solutions for AEC firms4093%Augmented & Virtual Reality
AEC platforms immersive project walkthroughs client sharing4048%Construction Software & BIM
n8n LangChain LLM implementation evaluation3153%Generative AI
AEC immersive design review BIM visualization tools2528%Construction Software & BIM
n8n LangChain AI orchestration evaluation2437%AI Programming & Frameworks
n8n LangChain enterprise operations scale evaluation2342%Enterprise Technology

Who's actually visiting

Real IP analysis: ip-api.com org lookup on non-bot request IPs, classified by network type. 13,380 unique IPs in the past 7 days. Updated weekly (Sundays) · data as of 2026-09-26.

Rank-tracking / residential proxy (Cdn77 PAR, M247 LTD, Cdnext PRG)
1%
Cloud / VPS scraper (Microsoft Azure Cloud (eastasia), Microsoft Azure Cloud (centralindia), Google Cloud (europe-west1))
62%
Real visitor (residential ISP) (Sympatico HSE, Rogers Communications Canada Inc, Spectrum)
4%
Unclassified (TC DATACENTER LIMITED, Chinanet SH, Techoff SRV Limited)
34%

• Google Cloud (5 nodes, 1,705 hits) — Belgium, Taiwan, United States, Qatar, Canada regions; single-visit behavior across unknown pages suggests automated content harvesting or parallel crawling, likely a scraper or indexing bot exploiting cheap cloud infrastructure.

• Hetzner Online GmbH (2a01:4f9:3090:3255::2, 575 hits) — Finland; single visit with unknown pages is consistent with a content harvester or mirror bot using reliable European hosting.

• Oracle Cloud Infrastructure (150.230.204.64, 513 hits) — Japan (ap-tokyo-1); single-visit pattern typical of automated scraping or SEO analysis bot leveraging cloud resources.

• Feo Prest SRL (213.209.159.84, 374 hits) — Germany; single visit across unknown pages suggests either a residential proxy relay or a scraper using bulletproof hosting.

• Private Customer (169.40.142.2, 350 hits) — United Kingdom; despite the ISP-like classification, single-visit behavior with high hit volume is inconsistent with genuine browsing and indicates automated activity, possibly a poorly-identified scraper or crawler.

• Microsoft Azure Cloud (4 nodes, 1,232 hits) — Hong Kong, Spain, India regions; single-visit pattern across unknown pages is typical of cloud-based scrapers or distributed crawlers, likely harvesting content or performing SEO reconnaissance.

• TC DATACENTER LIMITED (2 nodes, 587 hits) — United Kingdom; single visit from both nodes suggests coordinated scraping or rank-tracking activity from bulletproof hosting, with the paired IPs indicating deliberate automation.

Real human traffic to this site is minimal: the 4% GSC-visible segment (Rogers, Sympatico, and similar residential ISPs) accounts for only ~535 IPs, and their actual engagement with content is negligible relative to the 5,937 hits from cloud and proxy infrastructure.

Search Console: Top 10 Pages by Impression (last 7 days)

PageImp.Clck.CTRAvg pos
/agent-zero/1,92010.1%7.5
/perplexica-self-hosted-guide/46371.5%6.7
/anythingllm-self-hosted-guide/23910.4%8.6
/dify-self-hosted-guide/17410.6%8.6
/hometurf/guides/toronto-neighbourhood-languages.htm11710.9%9.8
/vision-dominates-half-your-brains-processing-power/8611.2%8.4
/geo-ai-citation/6800%27.3
/claude-code-specification-workflow-mcp/6400%9.7
/crewai-setup-production-guide/4100%6.6
/d-lusion-rubberduck/37410.8%4.5
/vr-drug-discovery/2713.7%19.7
/hometurf/guides/best-toronto-neighbourhoods-for-fam2414.2%7.7
/cyubevr/2000%7.7
/about/1800%16.8
/llm-etl-architecture/1616.2%15.9

Red CTR = impression volume likely inflated by rank trackers (they query Google, not real searchers).

1,692
AI crawler hits
217 pages fetched
452
AI live-fetches
pulled into answers now
1,760
Search-engine hits
classic indexing
2,194
Verified bots
2194/2688 IP-checked
9,424
Scanner probes
hostile, all 404
Updated 2026-09-28 06:40 UTC · data 2026-09-21 → 2026-09-28 · rebuilt daily Dates are first-seen in the server log, not publication dates.

AI crawler activity, last 14 days

Daily AI hits, stacked by what the crawler is doing. Hover any day for the breakdown.

How to read this: daily counts of AI-crawler hits from 2026-09-21 to 2026-09-28, one bar per day, each segmented by crawler intent (AI live-fetch, AI search, AI training). Busiest day was 2026-09-22 with 256 AI hits. Data window first-seen 2026-09-21, latest 2026-09-28; last updated 2026-09-28 06:40 UTC.

What the AI crawlers want

Every AI fetch in the window, split by intent.

How to read this: the 1,692 AI fetches in this window split by intent: 370 ai search, 870 ai training, 452 ai live-fetch. Window 2026-09-21 to 2026-09-28.

Top AI engines

By hits. Click one to filter the page explorer below.

How to read this: AI crawlers ranked by hit count, 2026-09-21 to 2026-09-28. Top engine ChatGPT user-fetch with 369 fetches, then Meta AI (255).

Live Desk · September 28 edition

AI assistants pulled 63 pages of this site mid-answer in the window (452 live fetches in all). The most active was Joshua Opolko, fetched 129× by ChatGPT: live-answer agents, meaning it was read to compose a reply to a real question, not archived for training.

Pages AI is fetching

Search, filter by crawler intent or engine, and click any row to see which bots pull it. Showing the top 25 by default. 217 pages have AI activity.

AllLive-fetchAI searchAI training
PageAI hitsLive-fetchTop type
/151129AI live-fetch
/anythingllm-self-hosted-guide/6545AI live-fetch
/litellm-proxy-guide/4626AI live-fetch
/n8n-self-hosted-guide/4523AI live-fetch
/dify-self-hosted-guide/4018AI live-fetch
/open-webui-self-hosted-guide/3924AI live-fetch
/perplexica-self-hosted-guide/3113AI live-fetch
/searxng-self-hosted-guide/308AI search
/agent-zero/2717AI live-fetch
/kidsevents/235AI search
/librechat-self-hosted-guide/239AI live-fetch
/crewai-setup-production-guide/229AI live-fetch
/kidsevents/free-museum-days/206AI training
/self-hosted-ai-stack/186AI training
/geo-observatory/161AI training
/qwen2-5-vl/153AI training
/psychedelic-vr-visual-effects-meta-quest/153AI training
/n8n-vs-windmill/142AI training
/architectural-visualization/143AI search
/vr-platform-comparison-aec/137AI live-fetch
/cyubevr/133AI training
/vr-hardware-sizing-aec/133AI training
/ollama/123AI search
/n8n-langchain-self-hosting/121AI training
/kidsevents/neighbourhoods/111AI search

Blind spots

Indexed pages AI has not fetched in this window, your fix-list (orphan pages, weak internal links, stale content). 0 total.

Freshness: how fast AI picks up updates

PageUpdatedFirst AI fetchLag
No pages updated within the log window yet.

AI referrals: humans who clicked through

57 click-throughs from AI platforms. Copilot/Bing leads with 38. Last 7 days: 27 (19 Copilot/Bing, 3 ChatGPT, 2 Gemini, 1 Claude.ai, 1 Perplexity, 1 Copilot). These are real visitors whose browser sent a Referer header from an AI platform: proof the citation converted to a visit. Country and ISP come from the real visitor IP (via Cloudflare).

DatePlatformPageLocationISP / Org
2026-09-27Copilot/Bing/d-lusion-rubberduck/🇬🇧 Whitley Bay, United KingdomVirgin Media
2026-09-27Copilot/Bing/perplexica-self-hosted-guide/🇺🇸 Morrisville, United StatesVerizon Business
2026-09-26Copilot/Bing/kidsevents/🇨🇦 Toronto, CanadaRogers Communications Canada Inc
2026-09-26Copilot/Bing/vision-dominates-half-your-brains-processing-powe🇸🇬 Singapore, SingaporeSingtel Fibre
2026-09-26Copilot/Bing/🇺🇸 Las Vegas, United StatesFranTech Solutions
2026-09-26Copilot/Bing/🇺🇸 Nashua, United StatesComcast Cable Communications, Inc.
2026-09-25Copilot/Bing/perplexica-self-hosted-guide/ Huizhou, ChinaChina Mobile Communications Group Co., L
2026-09-25Copilot/Bing/searxng-self-hosted-guide/ Budapest, HungaryPalo Alto Networks, Inc
2026-09-25Copilot/Bing/searxng-self-hosted-guide/ Zurich, SwitzerlandEWB FTTH Private Allocations
2026-09-24ChatGPT/perplexica-self-hosted-guide/🇺🇸 Portland, United StatesCloudflare, Inc.
2026-09-24Copilot/Bing/d-lusion-rubberduck/🇳🇱 Heerenveen, The NetherlandsVodafone Ziggo
2026-09-24Copilot/Bing/revolutionizing-elderly-care-with-virtual-reality🇺🇸 Philadelphia, United StatesWesley Enhanced
2026-09-24Copilot/Bing/vr-anatomy-education/🇺🇸 Atlanta, United StatesComcast Cable Communications, LLC
2026-09-23Claude.ai/perplexica-self-hosted-guide/🇺🇸 Portland, United StatesCloudflare, Inc.
2026-09-23ChatGPT/anythingllm-self-hosted-guide/🇹🇷 Istanbul, TürkiyeSuperonline Iletisim Hizmetleri
2026-09-23Copilot/Bing/kidsevents/🇨🇦 Woodbridge, CanadaSympatico HSE
2026-09-23Gemini/dify-self-hosted-guide/ Hung Hom, Hong KongHong Kong Telecommunications (HKT) Limit
2026-09-23ChatGPT/kidsevents/🇨🇦 Toronto, CanadaSympatico HSE
2026-09-23Copilot/Bing/perplexica-self-hosted-guide/🇬🇧 Norbiton, United KingdomVodafone Ltd
2026-09-23Copilot/Bing/vr-platform-comparison-aec/🇺🇸 Atlanta, United StatesVerizon Business
2026-09-22Copilot/Bing/vision-dominates-half-your-brains-processing-powe Qingyuan, ChinaChina Mobile Communications Group Co., L
2026-09-22Gemini/vision-dominates-half-your-brains-processing-powe🇬🇧 Stanley, United KingdomBT UK
2026-09-22Copilot/Bing/searxng-self-hosted-guide/🇺🇸 San Francisco, United StatesAbacus.AI, Inc.
2026-09-22Copilot/Bing/perplexica-self-hosted-guide/🇺🇸 Portland, United StatesCloudflare, Inc.
2026-09-22Perplexity/crewai-setup-production-guide/🇳🇱 Zuidwolde, The NetherlandsLiberty Global B.V.
2026-09-21Copilot/open-webui-self-hosted-guide/🇺🇸 New York, United StatesLimestone Networks
2026-09-21Copilot/Bing/ai-code-generation-claude-vs-gemini-a-developers-🇺🇸 Atlanta, United StatesZscaler, Inc
2026-09-20Gemini/n8n-vs-windmill/ Copenhagen, DenmarkNorlys Digital A/S
2026-09-20Copilot/Bing/self-hosted-ai-stack/ Changzhou, ChinaChina Unicom Network
2026-09-20ChatGPT/hometurf/guides/toronto-neighbourhood-statistics.🇨🇦 East Gwillimbury, CanadaSympatico HSE
2026-09-19Copilot/kidsevents/🇨🇦 Toronto, CanadaDistributel Communications Limited
2026-09-19Copilot/Bing/perplexica-self-hosted-guide/🇧🇩 Chittagong, BangladeshNeaj Morshed
2026-09-19Gemini/n8n-vs-windmill/🇳🇱 Leiden, The NetherlandsKPN B.V
2026-09-19Copilot/Bing/searxng-self-hosted-guide/ Lahti, FinlandDNA Oyj
2026-09-18ChatGPT/kidsevents/🇨🇦 Oakville, CanadaCogeco Cable Inc.
2026-09-18Copilot/Bing/perplexica-self-hosted-guide/🇺🇸 Allen, United StatesAT&T Enterprises, LLC
2026-09-18Copilot/Bing/kidsevents/🇨🇦 Ottawa, CanadaShared Services Canada
2026-09-18Copilot/kidsevents/🇨🇦 Toronto, CanadaDistributel Communications Limited
2026-09-18Copilot/Bing/n8n-self-hosted-guide/🇮🇳 Madurai, IndiaReliance Jio Infocomm Limited
2026-09-18Copilot/Bing/hometurf/🇨🇦 Toronto, CanadaNetskope
2026-09-18Copilot/Bing/searxng-self-hosted-guide/🇳🇱 Amsterdam, The NetherlandsDigitalOcean, LLC
2026-09-17Copilot/Bing/n8n-self-hosted-guide/ Jinan, ChinaChina Unicom CHINA169 Shandong Province
2026-09-17Copilot/Bing/d-lusion-rubberduck/ Tbilisi, GeorgiaSilknet - 6
2026-09-17ChatGPT/qwen2-5-vl/🇹🇷 Bursa, TürkiyeTurk Telekomunikasyon A.S
2026-09-17Copilot/Bing/d-lusion-rubberduck/🇺🇸 Denham Springs, United StatesAT&T Services, Inc
2026-09-17Copilot/Bing/crewai-setup-production-guide/ Shenyang, ChinaChina Mobile Communications Group Co., L
2026-09-17Copilot/Bing/open-webui-self-hosted-guide/ Medan, IndonesiaPT Telekomunikasi Selular Indonesia
2026-09-17Copilot/Bing/vision-dominates-half-your-brains-processing-powe🇺🇸 Milwaukee, United StatesVerizon Business
2026-09-16Copilot/Bing/🇰🇷 Seoul, South KoreaMicrosoft Azure Cloud (koreacentral)
2026-09-16Copilot/Bing/perplexica-self-hosted-guide/🇺🇸 Brentwood, United StatesSonic.net, Inc.
2026-09-16Perplexity/anythingllm-self-hosted-guide/🇩🇪 Frankfurt am Main, GermanyZscaler Fra6
2026-09-16Copilot/Bing/litellm-proxy-guide/🇩🇪 Cologne, GermanyNetCologne GmbH
2026-09-16Copilot/Bing/anythingllm-self-hosted-guide/🇺🇸 Itasca, United StatesAT&T Internet Services
2026-09-15Perplexity/searxng-self-hosted-guide/🇧🇷 Itapipoca, BrazilCapitali Distribuidora De Bebidas De Ita
2026-09-15Copilot/Bing/n8n-self-hosted-guide/🇳🇴 Rena, NorwayAltibox
2026-09-14Gemini/perplexica-self-hosted-guide/🇮🇳 Hyderabad, IndiaBeam Telecom Pvt Ltd
2026-09-14ChatGPT/d-lusion-rubberduck/🇬🇧 Plaistow, United KingdomEnergis UK

Who is crawling

Search engines

Classic index crawlers, by hits.

Bingbot1,129
Petal (Huawei)188
Yandex170
Googlebot134
Applebot71
DuckDuckGo28
Seznam24
Bing Preview16

Are they who they claim?

Crawler traffic checked against each operator's published IP ranges and reverse-DNS.

Full crawler tables (raw numbers)

AI crawlers

CrawlerTypeHitsVerifiedLast
ChatGPT user-fetchAI live-fetch369353/3692026-09-28
Meta AIAI training255pending2026-09-28
Anthropic ClaudeBotAI training2400/2402026-09-28
ChatGPT searchAI search216193/2162026-09-28
PerplexityAI search149118/1492026-09-27
ByteDance BytespiderAI training147pending2026-09-28
AmazonbotAI training114pending2026-09-28
Claude user-fetchAI live-fetch830/832026-09-28
OpenAI GPTBotAI training6747/672026-09-28
Common CrawlAI training14pending2026-09-27
CohereAI training11pending2026-09-27
Google-ExtendedAI training110/112026-09-27
You.comAI training11pending2026-09-27
Claude searchAI search50/52026-09-27

Search engines

CrawlerTypeHitsVerifiedLast
BingbotSearch index1,1291124/11292026-09-28
Petal (Huawei)Search index188pending2026-09-28
YandexSearch index170165/1702026-09-28
GooglebotSearch index134115/1342026-09-28
ApplebotSearch index7163/712026-09-27
DuckDuckGoSearch index280/282026-09-28
SeznamSearch index24pending2026-09-27
Bing PreviewSearch index1616/16 ✓2026-09-24

Under attack: what scanners hunt for

9,424 requests probing for exposed files, admin panels, and known exploits, every one a 404 here. 293 forged a real crawler's user-agent to blend in.

Bot traffic reality

Every bot request in the window. Hostile scanning dwarfs the legitimate crawlers.

Of 12,876 bot requests: 9,424 scanner probes (73%), 1,692 AI, 1,760 search.

What they hunt for

Probes grouped by target. Mostly WordPress, on a site that runs none.

By target: 1,500 git exposure, 4,202 wordpress, 2,810 secrets & config, 525 other, 387 admin / rce.

Top probed paths

The most-hammered URLs. None of them exist here.

/wp-login.php431
/wp-admin/index.php253
/.git/config65
/.env64
/.git/HEAD49
/aiscan/api/scan/stream48
/wp-content/plugins/hellopress/wp_filemanager.php40
/.env.local37
/.env.backup35
/.env.production35
/wp-admin/css/33
/.env.bak33
Full probed-path table
Probed pathHits
/wp-login.php431
/wp-admin/index.php253
/.git/config65
/.env64
/.git/HEAD49
/aiscan/api/scan/stream48
/wp-content/plugins/hellopress/wp_filemanager.php40
/.env.local37
/.env.backup35
/.env.production35

Verified counts cover traffic since real-IP logging was enabled, filling in daily. Log retention is ~2 weeks, so "blind spots" means "not fetched recently." The playbook: GEO Field Manual, and the answers it produces: GEO answers.