{"workflow":{"id":14053,"name":"Generate Real Estate Research Reports With Exa AI, PandaDoc and Instantly AI","views":175,"recentViews":3,"totalViews":175,"createdAt":"2026-03-14T20:15:17.517Z","description":"# This Template Demonstrates How To Automate Sending Real Estate Research Reports.\n\nUse cases are many: send recurring market updates to investors, distribute new listings context to buyers, or push periodic area snapshots to your client base — all without touching it manually after the first setup.\n\n**Good to know**\n- Exa AI charges per search query. Check Exa AI Pricing for the latest rates before running at scale.\n- Instantly AI has rate limits on lead uploads. The workflow handles this with a built-in wait node between batches, but check your plan limits before sending to large lists.\n- PandaDoc document generation is asynchronous the workflow polls for completion before moving forward, so generation time will vary depending on template complexity.\n\n## How it works\n**PHASE 1: RESEARCH**\n\n- A Schedule Trigger kicks off the workflow on your chosen cadence.\n- A research task is created and submitted to Exa AI, which pulls market data, listings context, and pricing signals from the web.\n- The workflow polls Exa AI until the task is complete. An If + Wait loop handles this — once confirmed, the structured data moves to Phase 2.\n\n**PHASE 2: REPORT GENERATION**\n\n- The structured research data is sent to PandaDoc via API. It fills directly into your pre-built real estate template — fixed layouts, brand rules, section structure already in place.\n- The workflow polls PandaDoc until the document is fully generated. Another If + Wait loop ensures nothing proceeds with an incomplete report.\n- The result is a clean, consistent report every time — no manual formatting or cleanup needed.\n\n**PHASE 3: SEND VIA INSTANTLY AI**\n\n- The finalised report is sent to a Slack channel for human approval before anything goes out to clients.\n- Once approved, the workflow fetches your client or investor list from Google Sheets.\n- Contacts are batched, uploaded to Instantly AI, and each one receives a personalised report email — no manual sending, no individual copy-pasting.\n- Send status is written back to your Google Sheet so you always know who's been contacted.\n- A final Slack message confirms the full distribution is complete. Closed loop, fully hands-off.\n\n### How to use\n- The Schedule Trigger is used as the default starting point. Replace it with a webhook or form trigger if you want to run reports on demand instead.\n- Set up your PandaDoc template with your preferred layout and branding before connecting. The workflow fills data in — it won't generate a layout for you.\n- Configure Google OAuth via Google Console. Create a project, apply your Client ID and Secret in the Google Sheets node credentials.\n- Set up your email sequences and sender accounts inside Instantly AI before the first run.\n- Create a dedicated Slack channel or DM for approval routing and completion notifications.\n\n#### Requirements\n- Exa AI — web research\n- PandaDoc API — report template and document generation\n- Google OAuth — client and investor list via Google Sheets\n- Slack API — approval routing and completion notification\n- Instantly API — personalised email delivery at scale\n- n8n instance (self-hosted or cloud)\n\n##### Customising this workflow\n- Swap Google Sheets for a CRM like HubSpot, Airtable, or GoHighLevel as your contact source — just replace the Fetch Contact node with your preferred integration.\n- Replace the Slack approval step with an email approval flow if your team doesn't use Slack.\n- This pattern works beyond real estate — try it for fund updates, commercial property briefs, or any recurring report where the structure stays fixed but the data changes.\n- Add an AI summarisation node before PandaDoc to condense the Exa research output further before it fills into the template.","workflow":{"id":"WDXb0OKaxTO2mUjx","meta":{"instanceId":"7fbdaefe02dd3fb2e07e324f7d336f4e2dd6566cd7a7046b2677903bf88524bf","templateCredsSetupCompleted":true},"name":"Research Report Generation + Instantly","tags":[],"nodes":[{"id":"5d5129cb-811e-4bf8-9965-36c0dbb4d57c","name":"If","type":"n8n-nodes-base.if","position":[-784,-48],"parameters":{"options":{},"conditions":{"options":{"version":3,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"8cc2e836-7107-41a8-9c97-3373c09a2a78","operator":{"type":"string","operation":"notEquals"},"leftValue":"={{ $json.status }}","rightValue":"pending"}]}},"typeVersion":2.3},{"id":"b44cdc24-27ae-41aa-92ba-927e8ef230bc","name":"Wait","type":"n8n-nodes-base.wait","position":[-576,160],"webhookId":"27323989-71dc-4d59-b417-7eccc1598627","parameters":{},"typeVersion":1.1},{"id":"38dc0516-f67d-4e7a-bd3c-f34599a23d01","name":"HTTP Request","type":"n8n-nodes-base.httpRequest","position":[-368,-64],"parameters":{"url":"={{ $json.data.path }}","options":{}},"typeVersion":4.3},{"id":"23d937f4-36d8-453e-a17d-7eaaa0995499","name":"Create a research task","type":"n8n-nodes-exa-official.exa","position":[-2096,-32],"parameters":{"resource":"research","operation":"createTask"},"credentials":{},"typeVersion":1},{"id":"75882d2a-f3b4-420d-8e83-39280b5aa0dd","name":"Get a research task","type":"n8n-nodes-exa-official.exa","position":[-1872,-32],"parameters":{"resource":"research","operation":"getTask"},"credentials":{},"typeVersion":1},{"id":"03415fcc-aaaf-4a50-a186-9bb3a61da818","name":"If1","type":"n8n-nodes-base.if","position":[-1648,-32],"parameters":{"options":{},"conditions":{"options":{"version":3,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"id":"26adfcd9-666e-4a71-b330-09fdc8116246","operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.status }}","rightValue":"completed"}]}},"typeVersion":2.3},{"id":"db76f26c-a641-40bc-9d3a-c12c2beaa61c","name":"Wait1","type":"n8n-nodes-base.wait","position":[-1488,192],"webhookId":"b4eb837d-c98f-48cf-bd86-1b2eb2db18bd","parameters":{},"typeVersion":1.1},{"id":"354fb18c-47e5-44d9-8057-630b5233069c","name":"PandaDoc (Generate Presentation)","type":"n8n-nodes-base.httpRequest","position":[-1296,-48],"parameters":{"method":"POST","options":{}},"typeVersion":4.4},{"id":"9047e534-3404-4ff0-bce5-cc731e3c0e97","name":"PandaDoc (checkPresentationStatus)","type":"n8n-nodes-base.httpRequest","position":[-1040,-48],"parameters":{"options":{}},"typeVersion":4.4},{"id":"565d7ed3-773f-41db-ac1f-468d3ebde726","name":"Schedule Trigger","type":"n8n-nodes-base.scheduleTrigger","position":[-2352,-32],"parameters":{"rule":{"interval":[{}]}},"typeVersion":1.3},{"id":"6528e245-161c-48f9-9c27-6495d8277f07","name":"Pending Approval","type":"n8n-nodes-base.slack","position":[-160,-64],"webhookId":"6b780d7a-fbf8-4ae8-9c38-22a17fd42f5f","parameters":{"user":{"__rl":true,"mode":"list","value":""},"select":"user","otherOptions":{}},"typeVersion":2.4},{"id":"0ceec5ad-f164-412e-9e14-a50e7487ec4f","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-2400,-528],"parameters":{"color":4,"width":1056,"height":992,"content":"## Phase 1: Research Layer\n * Schedule Trigger: kicks off the workflow on your defined cadence, daily, weekly, or whatever fits your reporting cycle.\n * Create a Research Task: spins up a research job via Exa AI, querying the web for market data, listings context, and pricing signals for your target area.\n * Get a Research Task — polls Exa AI to retrieve the completed research output once it's ready.\n * If1 + Wait1 — checks whether the task is done. If not, it waits and loops back to poll again. Once confirmed, it passes the structured data forward to Phase 2."},"typeVersion":1},{"id":"1f5d8434-2f3c-45c6-aba1-26a1c725760d","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-1312,-528],"parameters":{"color":5,"width":880,"height":992,"content":"## Report Generation\n * PandaDoc (Generate Presentation): — POST — sends the structured research data into your PandaDoc template via API. The data fills into your fixed layout and brand rules automatically.\n * PandaDoc (checkPresentationStatus): — SET — polls PandaDoc to confirm the document has finished generating.\n * If + Wait:  same pattern as Phase 1. If the document isn't ready yet, it waits and re-checks. Once the report is confirmed, it moves to Phase 3."},"typeVersion":1},{"id":"a34b7654-2ecf-4602-a473-20dd2895ef91","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-400,-512],"parameters":{"color":6,"width":1920,"height":976,"content":"### Send via Instantly AI\n * HTTP Request — fetches the finalised PandaDoc report URL or payload to pass into the distribution flow.\n * Pending Approval (Slack — post message) — sends the report to your Slack channel or DM for human review before anything goes out to clients.\n * Fetch Contact (Google Sheets — read sheet) — pulls your client or investor list from Google Sheets once the report is approved.\n * Batch Instantly Upload — groups contacts into a batch ready for upload to Instantly AI.\n * Instantly Add Lead — SET — pushes each contact into your Instantly AI campaign with the personalised report attached.\n * Wait for Instantly Rate Limit — adds a delay between batches to stay within Instantly AI's API rate limits and avoid dropped leads.\n * Prep Batch Upload Data + Update Sheet Status — formats the next batch and writes back the send status to your Google Sheet so you always know who's been contacted.\n * Aggregate Final Results — consolidates the full send summary across all batches.\n * Send a Message (Slack — post message) — notifies your Slack once the full distribution is complete. Closed loop, no manual follow-up needed."},"typeVersion":1},{"id":"95c1a493-7d95-489d-974b-d4e07fc1fc23","name":"Batch Instantly Upload","type":"n8n-nodes-base.splitInBatches","notes":"Phase 5: Instantly Upload + Reporting","position":[304,-64],"parameters":{"options":{}},"typeVersion":3},{"id":"d83f1322-9a24-4326-a76f-f06391fd0a01","name":"Instantly Add Lead","type":"n8n-nodes-base.httpRequest","notes":"HTTP Request to Instantly API","position":[640,-48],"parameters":{"options":{}},"typeVersion":4.2},{"id":"5ce3c7b7-1f2c-4c30-bc4d-62f5a26814f8","name":"Wait for Instantly Rate Limit","type":"n8n-nodes-base.wait","position":[880,-48],"webhookId":"90d8adf7-37b4-43c8-8751-b891ea96eee3","parameters":{},"typeVersion":1.1},{"id":"a338b5d2-1b8a-412a-85c8-63382780fda5","name":"Prep Batch Upload Data","type":"n8n-nodes-base.code","position":[656,-288],"parameters":{},"typeVersion":2},{"id":"c2d49cc1-02cd-4a07-b13c-05ed2f7b160c","name":"Update Sheet Status","type":"n8n-nodes-base.googleSheets","position":[880,-288],"parameters":{"sheetName":{"__rl":true,"mode":"list","value":""},"documentId":{"__rl":true,"mode":"list","value":""}},"credentials":{"googleSheetsOAuth2Api":{"id":"FFE3eW2xeyduMxp9","name":"Google Sheets account 2"}},"typeVersion":4.5},{"id":"f32205a5-a69d-42bb-84b3-ce718163297e","name":"Aggregate Final Results","type":"n8n-nodes-base.code","position":[1104,-288],"parameters":{},"typeVersion":2},{"id":"e12642bd-c4d7-436e-b3f2-201ef9296c48","name":"Send a message1","type":"n8n-nodes-base.slack","position":[1312,-288],"webhookId":"b0717413-e6c5-4a3b-9bd8-5a4b1f8776cd","parameters":{"otherOptions":{}},"typeVersion":2.4},{"id":"74bbd717-bd9e-4451-b014-52d20bd2b405","name":"Fetch contact","type":"n8n-nodes-base.googleSheets","position":[48,-64],"parameters":{"sheetName":{"__rl":true,"mode":"list","value":""},"documentId":{"__rl":true,"mode":"list","value":""}},"credentials":{"googleSheetsOAuth2Api":{"id":"FFE3eW2xeyduMxp9","name":"Google Sheets account 2"}},"typeVersion":4.5},{"id":"80061df0-aa51-487c-810f-d2357c353e36","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-3152,-528],"parameters":{"width":736,"height":992,"content":"## Real Estate Research Report Generation + Instantly\n\n\n### This n8n template automates real estate research reports — pulling live market data, structuring it, and filling it into a branded presentation template.\n\nUse cases include recurring client updates, market snapshots, and listing context reports where the structure stays fixed but the data changes every time.\n\n## How it works\n * Exa AI handles the research layer — pulling market information, listings context, and related web data automatically. The raw output is routed into n8n for light processing. It gets organized into sections: overview, pricing, listings, and key points.\n * The structured data is then sent to PandaDoc, which has a custom real estate research template with fixed layouts and brand rules already set up. Instead of generating random slides, the data fills into the template. The result is a consistent, clean report every time — no manual cleanup needed.\n* The report document generated. Will pend for approval in Slack, or email. \n* Onced approved, it will automatically fetch your client/investor list in google sheets, or your preferred CRMs, and send them a personalised report via instantly ai, instead of sending your client/investor individually.\n\n### How to use\n * The schedule trigger node is used as a starting point — swap it with a webhook or form trigger to fit your workflow.\n * Set up your own PandaDoc template with the layout and branding you want before connecting it. Works best for recurring reports where the structure stays the same but the underlying data changes each time.\n * Set up your Google client Oauth in Google Console. Create project in Google console and apply the Client ID and secret. \n * Set up your template your emails within Instantly AI\n * Set Up Slack chat/channel\n\n### Requirements\n * Exa AI account for web research\n * PandaDoc API with a custom report template configured\n * Google Oauth\n * Slack API\n * Instantly API\n * n8n instance (self-hosted or cloud)\n\n\nThis for anyone taking too much time with research and presentation, great when you're sending updates and listings to your investors and etc   . 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