# Live AI Search & Citation Audit Dossier: posthog.com > **Audited Target**: `https://posthog.com` (PostHog – Your product’s context layer) > **Current AI Readiness Score**: **75/100 (Grade B — Losing AI Citations)** → **With AnswerRail (60s): 99/100 (Grade A+ — #1 Citation Ready)** > **Machine Endpoints**: JSON `https://answerrail.com/api/audit?url=posthog.com` | Markdown `https://answerrail.com/audit/posthog.com.md` | Live Cockpit `https://answerrail.com/stats/posthog.com` ## 1. Executive 3-Bullet Commercial Summary (At a Glance) 1. **What Is Broken Right Now**: **99% of `posthog.com` is raw HTML code noise** (422,318 raw HTML tokens / 1650 KB vs. 2,088 tokens of real business copy), **`/llms.txt` is Active (200 OK)**, and origin server TTFB is **136ms**. 2. **What It Costs `posthog.com` 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 `posthog.com`. 3. **How AnswerRail Fixes It in 60 Seconds**: AnswerRail serves **2,088 clean Byte-0 Markdown tokens in 12ms** across 330+ Cloudflare Anycast PoPs, auto-hosts `posthog.com/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 (`posthog.com`) | Diagnostic Dimension | Current Origin Status | With AnswerRail Edge (60s) | Commercial Impact | | :--- | :--- | :--- | :--- | | **1. AI Crawler Speed (TTFB)** | **136ms** origin response | **12ms** Anycast Edge (11x faster) | Eliminates live search crawler timeouts | | **2. Page Code Bloat** | **422,318 raw tokens** (1650 KB HTML, 99% noise) | **2,088 Byte-0 Markdown tokens** (-99% 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** | **SoftwareApplication, Organization** | **Synthesized `@graph` JSON-LD & Recall Gate** | Zero hallucinated pricing or missed offers | ## 3. 60-Second Zero-Code Activation & Self-Serve Checkout Links for `posthog.com` - **Option A — 1-Line CMS / GTM Script (WordPress, Shopify, Webflow, Wix, GTM)**: `` - **Option B — 1-Click DNS CNAME (Cloudflare, GoDaddy, Namecheap, Route53)**: `CNAME posthog.com -> edge.answerrail.com` - **Option C — Developer CLI & CI/CD Verification**: `npx test-ai-ready https://posthog.com` ### Self-Serve 2-Tier Remediation & 14-Day Free Trial Plans (Pre-Wired for `posthog.com`) - **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 posthog.com ($79)](https://answerrail.com/api/checkout/start?plan=fix_pack&channel=audit_md&domain=posthog.com) - **Starter Plan ($99/mo · 14-Day Free Trial · Up to 1 Domain including `posthog.com`)**: [Start 14-Day Starter Trial for posthog.com ($99/mo)](https://answerrail.com/api/checkout/start?plan=starter&channel=audit_md&domain=posthog.com) - **Growth Plan ($249/mo · 14-Day Free Trial · Up to 5 Domains + Competitor Share-of-Voice Duels)**: [Start 14-Day Growth Trial for posthog.com ($249/mo)](https://answerrail.com/api/checkout/start?plan=growth&channel=audit_md&domain=posthog.com) - **Agency Fleet ($599/mo · 14-Day Free Trial · Up to 15 Client Domains + White-Label PDF Dossiers)**: [Start 14-Day Agency Trial for posthog.com ($599/mo)](https://answerrail.com/api/checkout/start?plan=agency&channel=audit_md&domain=posthog.com) ## 4. Auto-Compiled `/llms.txt` Preview for `posthog.com` ```markdown # PostHog – Your product’s context layer > Canonical AI Discovery & Citation Directory for https://posthog.com (Compiled by AnswerRail Edge) ## Primary Commercial & Product Pages - [Homepage Overview](https://posthog.com/): PostHog – Your product’s context layer (2,088 Byte-0 Markdown tokens) - [/pricing](https://posthog.com/pricing): Commercial specification - [/docs](https://posthog.com/docs): Commercial specification - [/docs/data-pipelines/sources](https://posthog.com/docs/data-pipelines/sources): Commercial specification - [/docs/self-driving/inbox](https://posthog.com/docs/self-driving/inbox): Commercial specification ``` ## 5. Compiled Byte-0 Markdown Excerpt From `https://posthog.com` ```markdown --- title: "PostHog – Your product’s context layer" source_url: "https://posthog.com/" retrieved_by: "AnswerRail Edge Engine v1.2.7-v27 (https://answerrail.com)" level_of_detail: "standard" token_payload_reduction: "99.5%" raw_html_bytes: 1689272 compiled_body_bytes: 8101 entities_extracted: 2 currency_recall_static_html: "100%" monitored_currency_tokens: 1 link_recall_static_html: "100%" monitored_content_links: 23 omitted_dynamic_states: ["non_default_tab_panels", "volume_slider_tiers"] conversion_notes: "Origin renders alternate tabs and volume pricing sliders via client-side JavaScript; serving default static AST state." rfc_compliance: "RFC 9110" last_verified_at: "2026-11-07T18:54:07.815Z" cache_age_seconds: 0 --- > **Canonical Source:** [https://posthog.com/](https://posthog.com/) > > *PostHog automatically diagnoses problems, fixes bugs, and generates pull requests – all without you having to prompt it.* # Your product's context layer PostHog ingests and stores your analytics, errors, replays, and business data so you and your agents can query and act on it. Join 500,000+ teams already shipping with PostHog. ### Set upfor free - ✔ 97% of users pay us $0 - ✔ No credit card required - ✔ Setup wizard installs PostHog for you [Get started](https://app.posthog.com/signup) Install with AI Happier in the terminal? Skip the browser: ``` npx -y @posthog/wizard@latest ``` Illustrative demo: PostHog AI investigates falling paid conversion using Google Ads traffic, PostHog funnels, Stripe payments, and GitHub changes. It finds an extra required field at mobile checkout and recommends testing a shorter checkout. All findings are sample data. ## Ask PostHog anything PostHog is the single place to ingest, store, and query your product and company data. Ana ```