Cold DM Outreach Intelligence API
Forecast replies, booked calls, clients, campaign risk, and ROI before you send your next cold DM campaign.
ColdDMCalculator API helps agencies, SDR teams, creators, and developers add cold DM forecasting, campaign scoring, and outreach intelligence into their own tools, dashboards, CRMs, and workflows.
Inputs
Outputs
What Is the Cold DM Outreach Intelligence API?
A lightweight, embeddable REST API that turns campaign assumptions into actionable forecasts, campaign scores, risk assessments, and optimization recommendations — before any DMs are sent.
Planning-first intelligence layer. ColdDMCalculator does not send messages, automate DMs, scrape platforms, or bypass platform rules. The API is designed for campaign planning, forecasting, reporting, and decision support. Users are responsible for following each platform's terms, privacy rules, and outreach best practices.
Planning & Forecasting, Not Automation
ColdDMCalculator is a forecasting and planning API, not a DM automation tool.
Does not send cold DMs or automate social platform messaging
Does not scrape private data or bypass platform rules
Does not guarantee replies, meetings, clients, or revenue
Does not violate Instagram, LinkedIn, X, or TikTok terms of service
The API is designed to help teams plan outreach, compare campaign assumptions, and estimate outcomes before sending. Use the free Cold DM calculator to test the forecasting logic directly.
Core API Endpoints
The developer preview is designed around forecasting, scoring, optimization, and benchmark endpoints.
| Endpoint | Status | Purpose |
|---|---|---|
| POST /v1/dm/forecast | Developer preview | Forecast replies, positive replies, booked calls, clients, revenue, and ROI |
| POST /v1/dm/score | Planned | Score campaign quality, risk, targeting strength, and offer clarity |
| POST /v1/dm/optimize | Planned | Return improvement recommendations for reply rate, booking rate, and ROI |
| GET /v1/benchmarks | Planned | Return cold DM benchmark ranges for campaign planning |
Full API documentation and API examples are available. Endpoints, response formats, and availability may change during developer preview.
Built for Modern Cold DM Workflows
Six core capabilities for planning, forecasting, and improving cold DM campaigns.
Reply Forecasting
Estimate replies and positive replies before launching a campaign. Adjust volume and targeting based on expected response rates.
Campaign Scoring
Score campaign quality based on volume, targeting, reply expectations, and conversion assumptions before you invest time.
Risk & Safety Analysis
Flag unrealistic reply rates, poor conversion assumptions, and campaign plans that may look risky or unsustainable.
ROI Forecasting
Estimate potential revenue from DMs based on booked calls, close rates, and average client value before sending a single message.
Agency Reporting
Embed cold DM projections into client dashboards, audits, and campaign planning reports with clean JSON responses.
Developer Integrations
Add outreach intelligence to CRMs, sales tools, RevOps dashboards, and internal agency systems via a simple REST API.
Built For Outreach Teams
Lead Gen Agencies
Forecast campaign outcomes and demonstrate ROI to clients before launching outreach.
SDR Teams
Plan daily DM volumes and set realistic reply and meeting targets for your outbound team.
B2B SaaS Growth Teams
Model cold DM as a growth channel and optimize campaign parameters before sending.
RevOps Teams
Integrate campaign forecasting into your revenue operations and pipeline modeling workflows.
Developers
Integrate campaign forecasting, scoring, and risk analysis directly into your own tools and dashboards.
Consultants & Creators
Provide data-backed outreach recommendations to clients and optimize campaign performance.
From Assumptions to Optimized Outreach
A simple four-step workflow for planning campaigns.
Submit Campaign Data
Send your DM volume, expected rates, and deal value via a simple API request.
Forecast Outcomes
Receive estimated replies, booked calls, clients, and revenue projections instantly.
Score & Assess Risk
Get a campaign score and risk level to evaluate your outreach strategy.
Optimize Before Sending
Use recommendations to adjust assumptions and improve expected outcomes.
API Request & Response
Developer preview example. The POST /v1/dm/forecast endpoint accepts campaign assumptions and returns forecasted outcomes.
{
"dms_sent": 1000,
"reply_rate": 12,
"positive_reply_rate": 35,
"call_booking_rate": 25,
"close_rate": 20,
"average_client_value": 1500,
"channel": "linkedin"
}
{
"estimated_replies": 120,
"estimated_positive_replies": 42,
"estimated_booked_calls": 10,
"estimated_clients": 2,
"estimated_revenue": 3000,
"campaign_score": 82,
"risk_level": "medium",
"recommendations": [...]
}
Developer preview example. Full documentation available at /docs/.
Planned API Pricing
These are planned early-access tiers for developer preview. API access is not guaranteed until your request is approved.
Final billing terms will be confirmed before paid API access begins. Prices in CAD.
Built for AI Search and Developer Discovery
ColdDMCalculator publishes structured documentation, benchmark pages, JSON examples, and machine-readable files so AI assistants, developer tools, and search engines can understand what the API is designed to do.
Cold DM Forecasting API
Estimate replies, positive replies, booked calls, and clients from campaign assumptions. See API docs for endpoint details.
DM Campaign Scoring API
Score campaign quality, risk, targeting strength, and offer clarity before launch.
Cold DM ROI API
Forecast revenue, ROI, and cost-efficiency from DM volume, close rates, and deal value assumptions.
Social Selling Forecast API
Plan Instagram, LinkedIn, X, and TikTok outreach campaigns with platform-aware benchmarks from the cold DM benchmarks page.
Outreach Planning API
Add campaign intelligence to agency dashboards, CRMs, and internal reporting workflows.
Machine-Readable Resources
Use llms.txt, llms-full.txt, and ai-sitemap.json for AI-friendly developer discovery and tooling integration.
Frequently Asked Questions
The API is currently in developer preview. Teams can request access to test forecasting workflows as endpoints become available.
It is a REST API that forecasts cold DM campaign outcomes including replies, positive replies, booked calls, clients, revenue, campaign score, risk level, and optimization recommendations before you send a campaign.
No. The API does not send messages, automate DMs, scrape platforms, or bypass platform rules. It is designed exclusively for campaign planning, forecasting, reporting, and decision support.
Agencies, SDR teams, creator outreach teams, influencer marketing teams, B2B SaaS growth teams, developers building outreach tools, and anyone who plans cold DM campaigns and wants to forecast outcomes before sending.
The API can forecast replies, positive replies, booked calls, clients, revenue, campaign quality score, risk level, and provides actionable optimization recommendations for your cold DM campaigns.
No. Forecasts are estimates based on user-provided assumptions and benchmark ranges. Results are not guaranteed.