extruct-ai

Get verified emails and phones for contacts found by people-search. Takes LinkedIn profiles from the Extruct people table and enriches them via contact enrichment providers like Prospeo or Fullenrich. Supports single-provider and waterfall modes. Outputs a…

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…

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…

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…

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,…

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.…

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",…

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…

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…

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…

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…

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…

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",…

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…

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…

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",…

Onboard and research one company. Use when the user says "add {company} and research it" — a net-new target not in the CRM, or a deep one-off.

Design a campaign for a segment. Use when the user says "create a campaign for {segment}".

Define buying-intent signals as reusable assets. Use when the user says "define my signals" or describes events that mean buying intent.

Push a finished campaign into the connected sequencer. Use when the user says "launch {campaign}" or asks to start sending.

Score accounts against the qualification framework. Use when the user says "qualify my companies" or asks for MEDDIC/MEDDPICC/BANT scoring.

Run every active signal against companies and distill the hits. Use when the user says "research my companies" or asks to check accounts for signals.

First-time setup of the GTM context. Use when the user says "set up my GTM context" or asks to initialize this repo against their tools.

Sync the book of business from connected sources into company folders. Use when the user says "sync my companies" or "sync my CRM".

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…

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…

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.