You are helping me build the following AI agent workflow. ## Goal Real Estate Property Matching & Lead Management: New form submission? The agent cleans the data, matches properties within budget tolerance, emails listings to the buyer. ## Specification - What it does: Instantly match buyer requirements with available properties and send personalized listings via email while notifying your sales team in Slack. It automatically cleans submission data, stores lead details in Airtable for CRM tracking, and ensures faster response times to maximize conversions. - Trigger: Triggered by an event (Event ยท on new lead submission) - Autonomy: Fully hands-off - Expected setup effort: about an afternoon - Tools/services involved: - Webhook: Capture property inquiry submissions - Airtable: Property database and lead CRM tracking - Code: Data cleaning, standardization, and matching logic - Gmail: Sending personalized property listings to buyers - Slack: Real-time sales team notifications ## Known pitfalls, handle each one explicitly in your implementation 1. Airtable API limits can halt processing, so implement batch updates or caching strategies. 2. Email deliverability issues may arise if templates look spammy, so add clear unsubscribe links and plain text alternatives. 3. Mismatched data types between webhook inputs and Airtable fields will cause failures, so enforce strict type checking in the code node. 4. Slack message truncation can hide critical details, so keep notifications under 3000 characters or use thread replies for full listings. ## Reference implementation https://n8n.io/workflows/11914 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/real-estate-property-matching-lead-management/ via usecasesforagents.com