📋 Copy Blueprint Command { } Inspect JSON API Ground-Truth Source ↗

⚡ 1-Click Agent & Developer Install

Zero Auth · Ready for Grok Bot, Claude Code & Cursor

### 1. The Workflow Bottleneck & Problem Statement Marketing teams guess at keyword lists while the exact phrasing enterprise buyers use is sitting unused inside recorded sales and discovery call transcripts. ### 2. Synthesized Agent Architecture & Connected Stack **Sales Call Transcripts to High-Intent SEO & AI Answer Engine (AEO) Guides** (`aeo-content-from-transcripts`) is a verified production blueprint curated from **@ericosiu**'s real-world implementation. - **Primary Capability:** Extracts real buyer objections and comparison questions from recorded sales calls to generate technical comparison pages with FAQPage JSON-LD. - **Connected Tool Stack:** TranscriptAPI MCP, Attio MCP, GitHub, Notion - **Execution Governance:** `Read-Only Discovery` → `Deterministic Policy Check` → `Ask-First Human Approval` - **Certified Builder Source:** [@ericosiu](https://x.com/ericosiu/status/2044594037660172496) ### 3. Step-by-Step Implementation Blueprint 1. **Trigger & Data Ingestion:** Configure your agent routine to watch **TranscriptAPI MCP** on a scheduled cadence or event webhook. Treat all external text as untrusted data inside XML fences. 2. **Cross-System Enrichment & Verification:** Query **Attio MCP** to validate live capacity, account status, or code state before generating recommendations. 3. **Human-in-the-Loop Action Staging:** Post a structured summary card to **Notion** with 1-click approve/edit controls so your team retains full oversight. ### 4. Copy-Paste System Prompt & Routine Configuration ```text Implement the 'Sales Call Transcripts to High-Intent SEO & AI Answer Engine (AEO) Guides' workflow curated with @ericosiu. 1. OBJECTIVE: Extracts real buyer objections and comparison questions from recorded sales calls to generate technical comparison pages with FAQPage JSON-LD. 2. CONNECTED TOOL STACK: TranscriptAPI MCP, Attio MCP, GitHub, Notion 3. STEP-BY-STEP EXECUTION LOOP: - Step A (Ingest & Ground): Query live inputs from TranscriptAPI MCP and cross-reference state in Attio MCP. - Step B (Analyze & Validate): Apply strict filtering rules, verify schema/policy constraints, and flag any anomalies or missing fields. - Step C (Stage & Report): Prepare the structured output, draft replies/tickets in Notion, and request human confirmation before executing any external send or production write. ``` ### 5. Measured ROI & Production Impact - **Verified Outcome:** Produces high-converting, buyer-grounded comparison and FAQ pages that rank in both Google and AI search engines. - **Builder Portfolio:** [Explore all capabilities by @ericosiu →](/u/ericosiu)

Tags: #aeo-content-from-transcripts#use-case#marketing-seo#ericosiu#transcriptapi-mcp#attio-mcp

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