# Live AI Search & Citation Audit Dossier: firecrawl.dev > **Audited Target**: `https://firecrawl.dev` (Firecrawl | Web Data API for AI Agents) > **Current AI Readiness Score**: **50/100 (Grade F — Losing AI Citations)** → **With AnswerRail (60s): 99/100 (Grade A+ — #1 Citation Ready)** > **Machine Endpoints**: JSON `https://answerrail.com/api/audit?url=firecrawl.dev` | Markdown `https://answerrail.com/audit/firecrawl.dev.md` | Live Cockpit `https://answerrail.com/stats/firecrawl.dev` ## 1. Executive 3-Bullet Commercial Summary (At a Glance) 1. **What Is Broken Right Now**: **98% of `firecrawl.dev` is raw HTML code noise** (311,620 raw HTML tokens / 1217 KB vs. 7,075 tokens of real business copy), **`/llms.txt` is Active (200 OK)**, and origin server TTFB is **791ms**. 2. **What It Costs `firecrawl.dev` in AI Search**: AI search crawlers (`OAI-SearchBot`, `PerplexityBot`, `ClaudeBot`) enforce strict timeouts (~400ms) and 25,000-token context limits. High DOM bloat and missing `/llms.txt` cause AI engines to hedge on specifics or cite faster competitors instead of linking buyers to `firecrawl.dev`. 3. **How AnswerRail Fixes It in 60 Seconds**: AnswerRail serves **7,075 clean Byte-0 Markdown tokens in 12ms** across 330+ Cloudflare Anycast PoPs, auto-hosts `firecrawl.dev/llms.txt` & `Schema.org` JSON-LD, and tracks **6-Engine Share of Voice & GA4 AI Buyer Clicks** while human visitors and Googlebot see the normal website 100% untouched. ## 2. Measured Diagnostic Scorecard (`firecrawl.dev`) | Diagnostic Dimension | Current Origin Status | With AnswerRail Edge (60s) | Commercial Impact | | :--- | :--- | :--- | :--- | | **1. AI Crawler Speed (TTFB)** | **791ms** origin response | **12ms** Anycast Edge (66x faster) | Eliminates live search crawler timeouts | | **2. Page Code Bloat** | **311,620 raw tokens** (1217 KB HTML, 98% noise) | **7,075 Byte-0 Markdown tokens** (-98% bloat) | 100% of copy & pricing read at Byte 0 | | **3. AI Sitemap (`/llms.txt`)** | **200 OK (Found)** | **Auto-compiled & hosted at edge** | Instant route indexing for ChatGPT & Perplexity | | **4. Structured Schema.org** | **0 Structured Price/Offer Tables** | **Synthesized `@graph` JSON-LD & Recall Gate** | Zero hallucinated pricing or missed offers | ## 3. 60-Second Zero-Code Activation & Self-Serve Checkout Links for `firecrawl.dev` - **Option A — 1-Line CMS / GTM Script (WordPress, Shopify, Webflow, Wix, GTM)**: `` - **Option B — 1-Click DNS CNAME (Cloudflare, GoDaddy, Namecheap, Route53)**: `CNAME firecrawl.dev -> edge.answerrail.com` - **Option C — Developer CLI & CI/CD Verification**: `npx test-ai-ready https://firecrawl.dev` ### Self-Serve 2-Tier Remediation & 14-Day Free Trial Plans (Pre-Wired for `firecrawl.dev`) - **Zero-DNS 7-File GEO Fix Pack ($79 One-Time · 100% Credited Toward Starter · Validated `/llms.txt`, `/llms-full.txt`, `ai-catalog.json` + `ard.json`, `Agentmap:`, `Schema.org @graph` & Worker)**: [Unlock 7-File GEO Fix Pack for firecrawl.dev ($79)](https://answerrail.com/api/checkout/start?plan=fix_pack&channel=audit_md&domain=firecrawl.dev) - **Starter Plan ($99/mo · 14-Day Free Trial · Up to 1 Domain including `firecrawl.dev`)**: [Start 14-Day Starter Trial for firecrawl.dev ($99/mo)](https://answerrail.com/api/checkout/start?plan=starter&channel=audit_md&domain=firecrawl.dev) - **Growth Plan ($249/mo · 14-Day Free Trial · Up to 5 Domains + Competitor Share-of-Voice Duels)**: [Start 14-Day Growth Trial for firecrawl.dev ($249/mo)](https://answerrail.com/api/checkout/start?plan=growth&channel=audit_md&domain=firecrawl.dev) - **Agency Fleet ($599/mo · 14-Day Free Trial · Up to 15 Client Domains + White-Label PDF Dossiers)**: [Start 14-Day Agency Trial for firecrawl.dev ($599/mo)](https://answerrail.com/api/checkout/start?plan=agency&channel=audit_md&domain=firecrawl.dev) ## 4. Auto-Compiled `/llms.txt` Preview for `firecrawl.dev` ```markdown # Firecrawl | Web Data API for AI Agents > Canonical AI Discovery & Citation Directory for https://firecrawl.dev (Compiled by AnswerRail Edge) ## Primary Commercial & Product Pages - [Homepage Overview](https://firecrawl.dev/): Firecrawl | Web Data API for AI Agents (7,075 Byte-0 Markdown tokens) - [/pricing](https://firecrawl.dev/pricing): Commercial specification - [/alternatives](https://firecrawl.dev/alternatives): Commercial specification ``` ## 5. Compiled Byte-0 Markdown Excerpt From `https://firecrawl.dev` ```markdown --- title: "Firecrawl | Web Data API for AI Agents" source_url: "https://firecrawl.dev/" retrieved_by: "AnswerRail Edge Engine v1.2.7-v27 (https://answerrail.com)" level_of_detail: "standard" token_payload_reduction: "97.8%" raw_html_bytes: 1246479 compiled_body_bytes: 27569 entities_extracted: 0 currency_recall_static_html: "100%" monitored_currency_tokens: 2 faq_answer_recall_static_html: "67%" monitored_faq_answers: 6 link_recall_static_html: "100%" monitored_content_links: 41 rfc_compliance: "RFC 9110" last_verified_at: "2026-11-07T18:58:40.220Z" cache_age_seconds: 0 --- > **Canonical Source:** [https://firecrawl.dev/](https://firecrawl.dev/) > > *Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥* Introducing [Alexandria](https://alexandria.firecrawl.dev/?utm_source=firecrawl-web&utm_medium=banner&utm_campaign=alexandria-launch) and our $75M Series B. [Read the announcement →](https://www.firecrawl.dev/blog/introducing-alexandria-series-b?utm_source=firecrawl-web&utm_medium=banner&utm_campaign=alexandria-launch) [ 2 Months Free - Annually ](/pricing) # Give your AI agents web data and beyond The web data API to search and scrape with access to more sources through [Alexandria](https://alexandria.firecrawl.dev).[It's also open source.](https://github.com/firecrawl/firecrawl) [ Start for free](/signin?view=signup) Connect Firecrawl Search Scrape Map Crawl Search [](/playground?endpoint=search) \[ .JSON \] ```json 1[ 2 { 3 "url": "https://example.com", 4 "markdown": "# Getting Started...", 5 "json": { "title": "Guide", "docs": "..." }, 6 "screenshot": "https://example.com/hero.png" 7 } 8] ``` Scraping... Trusted by 150,000+ companies of all sizes ![Shopify](/assets-orig ```