Unlocks exact competitor prompt citation ranks, /llms-full.txt corpus & JSON-LD entity patches
Citation Share (cSoV)
41.2%
25 Buyer Prompts
Agent Readability
94/100
llms.txt + Markdown
Entity Graph Density
91/100
@graph + sameAs
AI Crawler Access
6/6 Bots
GPTBot + Perplexity
๐ Competitor Prompt Steal Matrix (24-Hr Pass: $1.99)
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DOM Signal Engineering ยท VERIFIED GEO BENCHMARK
Token-to-HTML Signal Ratio: Why Bloated DOMs Get Dropped by AI Crawlers
Token-to-HTML Signal Ratio: Why Bloated DOMs Get Dropped by AI Crawlers. Production engineering blueprint covering Crawl4AI & Firecrawl Extraction Benchmarks, deterministic cSoV math, and copy-paste llms.txt & JSON-LD templates.
Crawl4AI & Firecrawl Extraction Benchmarks
Token-to-HTML Signal Ratio: Why Bloated DOMs Get Dropped by AI Crawlers โ A technical implementation blueprint for growth engineers and technical SEOs. Learn how modern RAG answer engines parse crawl4ai & firecrawl extraction benchmarks and how to deploy deterministic fixes in under 10 minutes.
Implementation Checklist
- ✓ Serve /llms.txt and /llms-full.txt at root with Content-Type: text/plain; charset=utf-8.
- ✓ Authorize GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended, and ClaudeBot in /robots.txt.
- ✓ Place concise 40โ60 word Answer-First definitions immediately below every H2 heading.
- ✓ Compile a unified @graph JSON-LD block linking Organization, SoftwareApplication, and FAQPage with Wikidata sameAs URIs.
Reference Specification Snippet
# Example /llms.txt snippet for DOM Signal Engineering # Acme Cloud > Enterprise dom signal engineering platform with deterministic APIs and SOC2 Type II compliance. ## Core Documentation - [Quickstart Guide](https://acme.dev/docs/quickstart.md): 5-minute SDK setup and API authentication. - [Pricing & Limits](https://acme.dev/pricing.md): Transparent self-serve and enterprise tier breakdown.
Run a Live 10-Second GEO Audit on Your Own Domain
Compare your cSoV against Crawl4AI & Firecrawl Extraction Benchmarks and auto-compile your custom /llms.txt + JSON-LD graph.
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How to Generate & Validate /llms.txt for B2B SaaS Websites (2026 Spec)
Perplexity GEO
Perplexity Citation Ranking Factors 2026: Empirical Analysis of 50,000 RAG Answers
AI Crawler Governance
ChatGPT Search & OAI-SearchBot robots.txt Configuration Guide
JSON-LD Knowledge Graphs
Compiling Type-Safe JSON-LD Entity Graphs with schema-dts for AI Search
llms-full.txt Architecture
Architecting /llms-full.txt for Single-Fetch Deep Research Agent Ingestion
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Optimizing Technical Docs for Google AI Overviews & Gemini Search Grounding