スキル一覧に戻る

enrich-industry

TomGranot
更新日 2 days ago
6 閲覧
33
11
33
GitHubで表示
その他aiautomation

について

このHubSpotワークフロー機能は、会社レコードから関連する連絡先へ業種データを自動的にコピーし、ターゲットを絞ったB2Bキャンペーンのための業種ベースのセグメンテーションを可能にします。会社には業種データがあるものの連絡先にはない、という一般的なデータギャップを埋める役割を果たします。ICP分類やリードスコアリングに活用し、画一的なメール一斉送信ではなく、関連性の高いメッセージングを送信するためにご利用ください。

クイックインストール

Claude Code

推奨
メイン
npx skills add TomGranot/hubspot-admin-skills -a claude-code
プラグインコマンド代替
/plugin add https://github.com/TomGranot/hubspot-admin-skills
Git クローン代替
git clone https://github.com/TomGranot/hubspot-admin-skills.git ~/.claude/skills/enrich-industry

このコマンドをClaude Codeにコピー&ペーストしてスキルをインストールします

ドキュメント

Enrich Contact Industry from Associated Company

Copy industry data from company records to their associated contacts. In a typical B2B CRM, company records have industry populated at high rates (80-90%) while contact records have almost none. This workflow bridges that gap automatically.

Why This Matters

Without industry on contact records, you cannot segment email campaigns by vertical. For B2B companies targeting specific industries, this makes the difference between spray-and-pray email blasts and targeted, relevant messaging. Industry data on contacts also feeds ICP tier classification and lead scoring models.

Prerequisites

  • HubSpot Marketing Hub Professional or Sales Hub Professional (for Workflows)
  • Company name enrichment (enrich-company-name skill) should be completed first, as it may trigger new company associations
  • Access to Settings > Properties to verify/create the contact Industry property

Plan

  1. Verify the contact Industry property exists and is compatible with the company Industry property
  2. Audit how many contacts can be enriched (before state)
  3. Build a workflow that copies industry from the associated company
  4. Verify enrichment results (after state)

Before State

Check Property Compatibility

This is the most important pre-step. Contacts may have TWO industry properties: industry and industry_name. You must verify which one HubSpot uses for lists and reports.

  1. Go to Settings > Properties > Contact properties
  2. Search for "Industry"
  3. Note ALL industry-related properties on the contact object
  4. Check which property is used in existing lists, reports, and workflows
  5. The target property must be compatible with the company Industry property:
    • If both are dropdown select: option values must match exactly (same spelling, same case)
    • If the contact property is single-line text: it will accept any value (safest option)
    • If unsure, use single-line text to avoid copy failures

If no contact Industry property exists, create one:

  • Object: Contact
  • Group: Contact information
  • Label: Industry
  • Field type: Dropdown select (copy all values from the company Industry property) OR Single-line text (accepts any value)

Audit Enrichment Opportunity

import os
from hubspot import HubSpot
from dotenv import load_dotenv

load_dotenv()
api_client = HubSpot(access_token=os.getenv("HUBSPOT_API_TOKEN"))

# Count contacts missing industry
result = api_client.crm.contacts.search_api.do_search(
    public_object_search_request={
        "filterGroups": [{
            "filters": [{
                "propertyName": "industry",
                "operator": "NOT_HAS_PROPERTY"
            }]
        }],
        "limit": 0
    }
)
print(f"Contacts missing industry: {result.total}")

Also create a HubSpot list to estimate enrichable contacts:

  • Filter 1: Contact Industry > is unknown
  • Filter 2: AND Associated company > Industry > is known
  • This count tells you how many contacts will actually be enriched

Execute

Create the Enrichment Workflow

This workflow is nearly identical to the company name enrichment workflow. If you already built that one, clone it and swap the property references.

  1. Go to Automation > Workflows > Create workflow
  2. Select Contact-based > Blank workflow
  3. Name: AUTO-ENRICH: Copy Industry from Company

Enrollment trigger:

  • Contact property > Industry > is unknown
  • AND Associated company > Industry > is known

Re-enrollment:

  • Enable re-enrollment on the same criteria. This ensures contacts that later get associated with a company are also enriched.

Action: Copy property

  • Copy FROM: Company > Industry
  • Copy TO: Contact > Industry

Activate:

  • Click Review > Turn on
  • Select Yes, enroll existing contacts

Note: Unlike the company name workflow, no delay is needed here. If the contact already has an associated company with industry data (checked by the enrollment trigger), the copy can happen immediately.

After State

Wait 1-2 hours for the workflow to process, then verify.

Script approach:

result = api_client.crm.contacts.search_api.do_search(
    public_object_search_request={
        "filterGroups": [{
            "filters": [{
                "propertyName": "industry",
                "operator": "NOT_HAS_PROPERTY"
            }]
        }],
        "limit": 0
    }
)
print(f"Contacts still missing industry: {result.total}")

Verification checklist:

  1. Contact industry count should jump from near-zero to tens of thousands
  2. The enrichment list (missing industry + has company association) should be near 0
  3. Spot-check 20+ contacts for accuracy:
    • Open the contact record
    • Verify the Industry field shows a value
    • Click the associated company and confirm the industry matches
  4. Check that the industry distribution on contacts roughly mirrors the company industry distribution
  5. Check workflow history for failures — most common is property value mismatch (company has a value that does not match a dropdown option on the contact)

Key Technical Learnings

  • Two industry properties can exist. Some HubSpot portals have both industry and industry_name on contacts. Verify which one is authoritative before building the workflow. Writing to the wrong one means your lists and reports will not see the data.
  • Dropdown value matching is case-sensitive and exact. If the company Industry has "Healthcare" and the contact Industry dropdown has "healthcare" (lowercase), the copy will fail. Ensure values match exactly.
  • Consider consolidating similar industries. Many CRMs have overlapping values like "Healthcare" and "Hospital & Health Care". For segmentation, consider creating a separate "Industry Group" property that maps similar values into broader categories. This is optional but improves list usability.
  • This does not overwrite existing values. The enrollment trigger requires "Industry is unknown", so contacts that already have industry data are not affected.
  • If using a text field instead of dropdown: Enrichment works, but you lose the ability to filter by exact dropdown values in lists. You can convert to a dropdown later but will need to clean up inconsistent text values first.
  • Run this after company name enrichment. Company name enrichment may trigger new company associations, which increases the number of contacts eligible for industry enrichment.
  • Clone the company name workflow. The structure is nearly identical. Clone it in HubSpot and swap the property references to save time.

GitHub リポジトリ

TomGranot/hubspot-admin-skills
パス: skills/enrich-industry
0

関連スキル

llamaguard

その他

LlamaGuardは、暴力やヘイトスピーチなど6つの安全性カテゴリーにおいて、LLMの入力と出力をモデレートするMetaの70-80億パラメータモデルです。94〜95%の精度を提供し、vLLM、Hugging Face、Amazon SageMakerを使用してデプロイ可能です。このスキルを使用して、AIアプリケーションにコンテンツフィルタリングと安全策を簡単に統合できます。

スキルを見る

cost-optimization

その他

このClaudeスキルは、リソースの適正サイジング、タグ付け戦略、支出分析を通じて、開発者がクラウドコストを最適化することを支援します。AWS、Azure、GCPにわたるクラウド支出の削減とコストガバナンスの実施のためのフレームワークを提供します。インフラコストの分析、リソースの適正サイジング、または予算制約への対応が必要な際にご利用ください。

スキルを見る

quantizing-models-bitsandbytes

その他

このスキルは、bitsandbytesを使用してLLMを8ビットまたは4ビット精度に量子化し、精度の低下を最小限に抑えつつ50〜75%のメモリ削減を実現します。限られたGPUメモリでより大規模なモデルを実行したり、推論を高速化するのに理想的で、INT8、NF4、FP4などのフォーマットをサポートしています。HuggingFace Transformersと統合され、QLoRAトレーニングや8ビットオプティマイザーを可能にします。

スキルを見る

dispatching-parallel-agents

その他

このClaudeスキルは、複数のエージェントを配備し、3つ以上の独立した問題を並行して調査・修正します。共有状態や依存関係がなく解決可能な、無関係な障害が発生するシナリオ向けに設計されています。中核となる機能は並列問題解決であり、効率を最大化するために独立した問題領域ごとに1つのエージェントを割り当てます。

スキルを見る