extruct-ai

Deep-research a single target account into a decision-ready dossier: the entity tree, the buying units and decision-makers, live signals (open/closed roles, leadership moves, news, tech stack), and the entry angle. Powered by Extruct Deep Research — ONE cited report per account, no table/column setup. Optionally enrich buyer emails via email-search. Use to prep for a sales conversation, build a buyer map, find who to sell to at a company, or surface why-now signals for ONE account (not a list). Triggers on: "research this account", "account research", "buyer map", "who do we sell to at", "prep for the meeting with", "deep dive on", "map the org at", "find decision makers at", "why now at", "research [company] before the call".

Draft ONE cold-outreach message from a signal + persona + channel: a single cold email, a LinkedIn note, or a follow-up. Generates one primary draft plus 1-2 variants, then runs a self-check lint. Reads voice, sender identity, positioning, proof, and banned words from the company context file. This is the single-message craft engine; it does NOT build sequences, cadences, or multi-touch arcs (email-prompt-building owns sequencing). Triggers on: "write a message", "draft a message", "atomic message", "write a single email", "one-off email", "write a linkedin message", "linkedin note", "linkedin dm", "write a follow-up", "follow-up message", "draft outreach", "rewrite this message", "write a cold email" (one message, not a sequence).

Validate email addresses before campaign sending. Takes a contact CSV, validates each email via a verification provider, removes invalid/do_not_mail/abuse/catch-all/unknown addresses, and optionally cleans them from sequencer campaigns. Outputs a verified CSV ready for campaign-sending. Fits between email-generation and campaign-sending in the pipeline. Triggers on: "verify emails", "validate emails", "email verification", "clean emails", "check emails before sending", "remove bad emails", "email hygiene".

Render a cold-outreach email sequence from a fixed template set and a contact CSV whose input fields are already filled. Deterministic — variant routing + placeholder substitution, no per-row LLM call. The render contract (newline model, per-target escaping, operation order) is the core of this skill. Triggers on: "generate emails", "email generation", "run emails", "render emails", "create emails", "email pipeline", "generate outreach".

Design a cold-outreach email sequence as a FIXED TEMPLATE SET — real, human-approved copy with {{input_field}} placeholders and variant-routing rules. Reads the company context file and campaign research, explores angles, and commits to copy at design time. The output is rendered later by the email-generation skill via deterministic substitution — no per-row LLM. Triggers on: "cold email", "outreach prompt", "email campaign", "new vertical email", "draft email prompt", "email sequence", "email template".

Upload finalized emails for sequencing and sending. Maps fields to lead schema, creates or finds campaigns, uploads leads with dedup, and provides a pre-send verification checklist. Triggers on: "upload to instantly", "run instantly", "send emails", "instantly campaign", "push to instantly", "start campaign", "load into instantly".

Extract people who engage (comment, react, repost) on a LinkedIn post, enrich their profile / email / company data, and land them in a local SQLite CRM (content.db → crm.db) as the source of truth. Extruct people-table upload is optional. Triggers on: "post engagers", "linkedin engagers", "who commented on", "who liked", "who reacted", "linkedin post engagers", "scrape post", "extract engagers", "post commenters".

Manage and reply to lead responses in Instantly unibox. Fetches unread conversations, classifies reply intent, drafts contextual responses, and sends replies via Instantly API. Fits after campaign-sending in the GTM pipeline. Triggers on: "reply to leads", "inbox replies", "instantly inbox", "unibox", "respond to replies", "manage replies", "instantly replies", "check inbox", "lead replies", "answer leads".

Build an intelligent people map for a target company by combining Attio CRM, LinkedIn (Anysite MCP), Extruct enrichment, Gmail, and Granola meeting notes. Goes beyond a flat list — reads deal notes, email threads, and meeting history to classify each person's role and relevance to the deal. Outputs a CSV with Name, Title, LinkedIn URL, Deal Role, and Relevance Notes. Triggers on: "map out [company]", "org chart", "who works at [company]", "people at [company]", "company people list", "team map", "stakeholder map", "who should we talk to at [company]", "who can influence the deal at [company]", "build a contact list for [company]", even just "[company] org".

Deal intelligence assistant that combines Attio CRM, Gmail, Granola, and Extruct AI signal monitoring to answer questions about deals, contacts, and pipeline. Supports deal analysis, pipeline review, contact lookup, activity timeline, and 3rd-party signal scanning for cooling/stale deals. Triggers on: "deal intel", "deal analysis", "pipeline review", "deal status", "what's happening with", "tell me about the deal", "deal intelligence", "next week", "weekly plan", "pipeline update", "deal signals", "stale deals".

Generate a pre-call briefing for an upcoming meeting. Pulls deal/relationship context from Attio, recent interactions from Gmail (MCP), past meeting notes from Granola (MCP), and growth signal enrichment from Extruct (MCP) for new companies with no prior interaction history. Triggers on: "meeting prep", "brief me", "prep for call", "call prep", "pre-call brief", "meeting brief".

Generate a seller context profile from enriched company + LinkedIn data. Produces a structured "What I Sell / Who I Sell To / Who Am I" summary that other CRM skills can reference. Triggers on: "seller context", "user context", "who am I selling", "generate context", "onboarding context", "crm context".

Re-engage a stale deal or cold contact. Reads all relevant context (Attio deal, Gmail threads, Granola meetings), then suggests 2-3 angles to reactivate and drafts a re-engagement email. Triggers on: "re-engage", "reactivate deal", "stale deal", "cold deal", "win back", "re-engagement email", "revive deal".

Create comprehensive Key Account Plans for clients/prospects. Use this skill whenever the user mentions 'account plan', 'key account', 'account planning', 'strategic account', 'client plan', 'customer success plan', or wants to create a structured plan for managing an important client relationship. Also trigger when users ask to 'plan for [company name]', 'review account strategy', 'prepare account review', or mention MEDDPICC/MEDDPIC analysis alongside client planning. This skill pulls data from Attio CRM (company records, contacts, deals, notes, emails, call recordings, MEDDPICC scores) and Google Drive, then produces a polished .docx Key Account Plan document and creates summary notes + tasks back in Attio. Even if the user just names a company and says something like 'let's do an account plan' or 'prepare for my QBR with [company]', use this skill.

Auto-fill CRM and create follow-up tasks after a sales call using MEDDPICC methodology. Pulls meeting transcripts from Granola, scores the call against all 8 MEDDPICC dimensions, extracts competitor mentions, budget discussions, decision criteria, champion signals, and next steps — then writes everything to Attio (deal updates, notes, tasks). MANDATORY TRIGGERS: Use this skill whenever the user mentions "post-call", "after the call", "MEDDPICC", "score the call", "call review", "update CRM after call", "auto-fill CRM", "call analysis", "sales call review", "what did we miss on the call", "debrief the call", "log the call", or references analyzing a completed sales meeting. Also trigger when the user asks to extract competitor mentions, budget info, or decision criteria from a call transcript.

Draft a follow-up email after a call. Pulls meeting context from Granola (MCP), recent email history from Gmail (MCP), and pending tasks from Attio. Triggers on: "follow up", "draft follow-up", "write follow-up", "post-call email", "meeting follow-up", "follow up email".

Full competitor analysis for VC market maps: scope competitors at 4 levels (direct, indirect, adjacent, substitute), discover companies via Extruct API with a two-pass strategy (fast search first, deep search where needed), enrich with positioning axes and competitive intelligence, and build feature comparison matrices. Triggers on: "find competitors", "scope competitors", "competitive landscape", "competitor analysis", "discover competitors", "competitive enrichment", "competitor search", "build landscape", "competitor discovery".

Define the market context for a VC market map. Two entry modes: start from a specific company (reverse-engineer its market) or from a market category description (top-down). Outputs a market definition document with positioning axes, capability areas, and buyer personas. Triggers on: "market map", "map a market", "competitive landscape", "market mapping", "vc market map", "analyze market", "define market", "market definition".

Run explicit Extruct API tasks through the bundled Extruct CLI. Covers Deep Search, Deep Research on companies and people, semantic search, lookalike search, company and people tables, column operations, enrichment, and contact finding.