# Live AI Search & Citation Audit Dossier: coda.io > **Audited Target**: `https://coda.io` (Coda: Your all-in-one collaborative workspace.) > **Current AI Readiness Score**: **25/100 (Grade F — Losing AI Citations)** → **With AnswerRail (60s): 99/100 (Grade A+ — #1 Citation Ready)** > **Machine Endpoints**: JSON `https://answerrail.com/api/audit?url=coda.io` | Markdown `https://answerrail.com/audit/coda.io.md` | Live Cockpit `https://answerrail.com/stats/coda.io` ## 1. Executive 3-Bullet Commercial Summary (At a Glance) 1. **What Is Broken Right Now**: **97% of `coda.io` is raw HTML code noise** (92,763 raw HTML tokens / 362 KB vs. 3,205 tokens of real business copy), **`/llms.txt` is MISSING (404 Not Found)**, and origin server TTFB is **53ms**. 2. **What It Costs `coda.io` 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 `coda.io`. 3. **How AnswerRail Fixes It in 60 Seconds**: AnswerRail serves **3,205 clean Byte-0 Markdown tokens in 12ms** across 330+ Cloudflare Anycast PoPs, auto-hosts `coda.io/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 (`coda.io`) | Diagnostic Dimension | Current Origin Status | With AnswerRail Edge (60s) | Commercial Impact | | :--- | :--- | :--- | :--- | | **1. AI Crawler Speed (TTFB)** | **53ms** origin response | **12ms** Anycast Edge (4x faster) | Eliminates live search crawler timeouts | | **2. Page Code Bloat** | **92,763 raw tokens** (362 KB HTML, 97% noise) | **3,205 Byte-0 Markdown tokens** (-97% bloat) | 100% of copy & pricing read at Byte 0 | | **3. AI Sitemap (`/llms.txt`)** | **404 Not Found (Missing)** | **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 `coda.io` - **Option A — 1-Line CMS / GTM Script (WordPress, Shopify, Webflow, Wix, GTM)**: `` - **Option B — 1-Click DNS CNAME (Cloudflare, GoDaddy, Namecheap, Route53)**: `CNAME coda.io -> edge.answerrail.com` - **Option C — Developer CLI & CI/CD Verification**: `npx test-ai-ready https://coda.io` ### Self-Serve 2-Tier Remediation & 14-Day Free Trial Plans (Pre-Wired for `coda.io`) - **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 coda.io ($79)](https://answerrail.com/api/checkout/start?plan=fix_pack&channel=audit_md&domain=coda.io) - **Starter Plan ($99/mo · 14-Day Free Trial · Up to 1 Domain including `coda.io`)**: [Start 14-Day Starter Trial for coda.io ($99/mo)](https://answerrail.com/api/checkout/start?plan=starter&channel=audit_md&domain=coda.io) - **Growth Plan ($249/mo · 14-Day Free Trial · Up to 5 Domains + Competitor Share-of-Voice Duels)**: [Start 14-Day Growth Trial for coda.io ($249/mo)](https://answerrail.com/api/checkout/start?plan=growth&channel=audit_md&domain=coda.io) - **Agency Fleet ($599/mo · 14-Day Free Trial · Up to 15 Client Domains + White-Label PDF Dossiers)**: [Start 14-Day Agency Trial for coda.io ($599/mo)](https://answerrail.com/api/checkout/start?plan=agency&channel=audit_md&domain=coda.io) ## 4. Auto-Compiled `/llms.txt` Preview for `coda.io` ```markdown # Coda: Your all-in-one collaborative workspace. > Canonical AI Discovery & Citation Directory for https://coda.io (Compiled by AnswerRail Edge) ## Primary Commercial & Product Pages - [Homepage Overview](https://coda.io/): Coda: Your all-in-one collaborative workspace. (3,205 Byte-0 Markdown tokens) - [/compare](https://coda.io/compare): Commercial specification - [/pricing](https://coda.io/pricing): Commercial specification ``` ## 5. Compiled Byte-0 Markdown Excerpt From `https://coda.io` ```markdown --- title: "Coda: Your all-in-one collaborative workspace." source_url: "https://coda.io/" retrieved_by: "AnswerRail Edge Engine v1.2.7-v27 (https://answerrail.com)" level_of_detail: "standard" token_payload_reduction: "96.7%" raw_html_bytes: 371051 compiled_body_bytes: 12117 entities_extracted: 0 currency_recall_static_html: "100%" monitored_currency_tokens: 1 link_recall_static_html: "100%" monitored_content_links: 44 rfc_compliance: "RFC 9110" last_verified_at: "2026-11-07T18:58:42.265Z" cache_age_seconds: 0 --- > **Canonical Source:** [https://coda.io/](https://coda.io/) > > *Coda is an all-in-one platform that blends the flexibility of docs, structure of spreadsheets, power of applications, and intelligence of AI.* ## Coda is now Superhuman Docs! Much more than a name change, Superhuman Docs evolves Coda into the best place for teams to collaborate with AI, along with enterprise-ready databases, new AI Views, and so much more. [Learn all about Docs →](https://blog.superhuman.com/introducing-superhuman-docs/?utm_source=sanity&utm_medium=web-module&utm_campaign=docs-rebrand-2026&utm_bu=docs) # Your all-in-one collaborative workspace. Coda brings teams and tools together for a more organized work day. [Get started for free](https://docs.superhuman.com/docs?referrer=coda.io)[Contact sales](/contact/sales) A few of the 50,000+ teams collaborating on Coda. ![Figma logo](https://sanity-images.imgix.net/production/2bb371ffdd66f87f616e16973c9ed5275c64ed05-73x28.svg?h=60&w=&auto=format%2Ccompress) ![The New York Times logo](https://sanity-images.imgix.net/production/6b70a6d69a3d2dec96c5230fba13aa9e6a7c9364-212x28.svg?h=60&w=&auto=format%2Ccompress) ![Square logo](https://sanity-images.imgix.net/production/3547d7cf40fddb4a2f7657cbedea00bb25b290d3-103x28.svg?h=60& ```