ai building
Content Intent Signaling: The robots.txt Directive That Controls How AI Uses Your Content
robots.txt controls access. Content Intent Signaling controls usage. Three new directives separate training from citation permission.
· 11 min
#ai-visibility
9 posts tagged with "ai-visibility"
adhdaeoagentic-seoagentic-systemsagentsaiai-buildingai-coding-toolsai-crawlersai-economicsai-engineeringai-toolsai-visibilityalgorithmic-tradingarchitectureauditautomationavr-frameworkbinancebudbug-bountybusinesscase-studychatgptcitation-mechanicsclaude-codecloudflare-radarcodex-oscomparisoncontent-creationcontent-intentcontent-optimizationcontent-pipelinecontent-sopcontextconvexcross-postingcursordebuggingdecision-ledgerdeploymentdeveloper-productivitydeveloper-toolsdevtodigitaloceandistributed-systemsdomain-authorityentity-engineeringentity-graphentity-seoexternalizationfalsifiabilityfuturegeogeo-seogithub-copilothonest-failurehooksinfrastructurekelly-criterionkill-criteriaknowledge-graphllmllms.txtmark-50mathmcpmicrosaasmulti-agentnavigator-modelcontextneurodivergentnodejsnotionopenclawoptimizationorchestrationpdfperplexityphilosophyplan-quotapolymarketposition-sizingpricingproductionproductivitypythonqualityquality-controlragrobots-txtrobots.txtsaassameasschemaschema-orgsearch-enginessecond-brainsecurityseoserverlessside-projectssoftware-developmentsolo-operatorstartupstrategystructured-datasubagentssubscription-pricingsunk-costsveltekitsystems-designtechnical-seotokenstradingtrading-bottuningtutorialvercelverificationwebmcpwebsocketwikidataworkflowworking-memoryzapier
ai building
I Audited My Own Site With AVR v1.1.0. Here Is What I Found.
The first comprehensive 8-section AVR v1.1.0 audit of chudi.dev produced AGENT-READY 3/3 on §2.7 but only 40/100 on Fact-Block Density. Here is the full audit and what it would take to fix every failing check.
· 4 min
ai visibility-engineering
AVR v1.1.0 Full 13-Section Audit: Cloudflare Radar Data Meets AI Visibility
The first complete AVR v1.1.0 audit with all 13 sections, including 5 new Cloudflare Radar-derived checks. chudi.dev passes every Cloudflare-backed check. Here are the numbers.
· 8 min
ai building
How I Lifted Five chudi.dev Pages to EXTRACTABLE on AVR v1.1.0.
All 5 audited chudi.dev URLs now score EXTRACTABLE on AVR v1.1.0 Fact-Block Density. Two HTML traps (dt/dd Q/A pairs and icons before heading text) cost a follow-up commit each. The CI workflow now hard-fails any regression.
· 6 min
ai building
8 AI Citations a Day After I Stopped Page-Level SEO
Bing AI cited my site 8 times a day after I stopped tuning individual pages. The principle: entity-level SEO is the floor; page-level work is the ceiling.
· 12 min
ai building
I Spent $10K on AEO and Got Zero AI Citations. Here Is the Audit Section That Would Have Caught Why.
citability.dev now scores Wikipedia, Wikidata, and JSON-LD sameAs presence. Free, opt-in, under 10s. Part of the AVR Framework, see chudi.dev/framework.
· 8 min
ai building
Perplexity vs ChatGPT: Different Citation Rules
Perplexity quotes liberally. ChatGPT quotes selectively. The engine-level differences in citation behavior that change what a sub-DR-20 brand should optimize for, engine by engine.
· 3 min
ai building
Entity Optimization for Brands in AI Search
Rank is a single-page game. Entity coherence is the compounding game. How sub-DR-20 brands engineer a Person + Organization graph that AI search engines actually cite.
· 3 min
ai building
Why Domain Authority Is Irrelevant for AI Search (And What to Build Instead)
Domain authority has zero correlation with AI citation rates. Data from 7 audits shows what predicts whether ChatGPT, Perplexity, and Claude cite you.
· 8 min