AI Agent Domain Intelligence Platform

100 AI Agent Workflows
for Ad-Tech

100 AI agent workflows powered by our 102M-domain database — 20 page types per domain, IAB categories, OpenPageRank, personas, and country signals.

100
Agent Workflows
10
Departments
20
Page Types / Domain
102M
Domains
See a live agent example below
sample terminal output · real domains · illustrative numbers
Live Agent Example · 1 of 100

Supply Path Optimization Intelligence

An agent maps every SSP in the programmatic universe by reading /api, /partners and /docs pages across 102M domains, then prices the redundant hops the trading desk can cut.

1
Map SSP Ecosystem from Domain Intelligence
/partners /api /docs OpenPageRank IAB: Tech > Ad Tech
SUPPLY PATH OPTIMIZATION — SSP ECOSYSTEM MAP ═══════════════════════════════════════════════ SSPs MAPPED: 234 supply-side platforms with active /api pages PUBLISHERS: 456,789 publisher domains with detectable SSP relationships SUPPLY PATHS: 12.4M unique paths analyzed SSP QUALITY RANKING (by efficiency): pubmatic.com /api: 234 endpoints | /partners: 45K pubs | PageRank: 7.2 | Efficiency: 94 openx.com /api: 189 endpoints | /partners: 34K pubs | PageRank: 6.8 | Efficiency: 91 magnite.com /api: 267 endpoints | /partners: 67K pubs | PageRank: 7.5 | Efficiency: 89 index.exchange /api: 156 endpoints | /partners: 28K pubs | PageRank: 6.5 | Efficiency: 87 33across.com /api: 89 endpoints | /partners: 12K pubs | PageRank: 5.4 | Efficiency: 82 REDUNDANT PATHS DETECTED (CPM inflation): Path: Publisher → Reseller A → Reseller B → SSP → Platform 23,456 bid requests/day through unnecessary resellers Estimated waste: $890K/month in intermediary fees Direct path available for 78% of affected inventory
2
Optimize Supply Paths by Publisher Quality
Agent cross-references publisher domain PageRank, Domain Ages, and IAB Categories to prioritize direct supply paths to high-quality publishers, reducing auction duplication and improving win rates on premium inventory.
OPTIMIZED SUPPLY PATHS — TOP PUBLISHERS ═══════════════════════════════════════════════ nytimes.com Best path: Direct → Magnite | -34% CPM vs reseller cnn.com Best path: Direct → PubMatic | -28% CPM vs reseller espn.com Best path: Direct → Index Exchange | -31% CPM vs reseller washingtonpost.com Best path: Direct → OpenX | -22% CPM vs reseller weather.com Best path: Direct → 33Across | -38% CPM vs reseller AGGREGATE SAVINGS: Monthly SPO savings estimate: $2.3M (eliminating redundant paths) Win rate improvement: +18% on premium inventory Auction duplication reduction: -45% fewer duplicate bid requests
3
Track SSP Ecosystem Changes
SSP ECOSYSTEM CHANGES — LAST 90 DAYS
Dec 2025 magnite.com: /api added 45 new CTV endpoints. /press: "CTV supply leader" positioning. /partners: 234 new CTV publisher integrations. Magnite emerging as preferred CTV supply path.
Jan 2026 pubmatic.com: /docs expanded with identity resolution APIs. /partners: Added 89 cookieless identity partners. Signal: PubMatic investing in post-cookie supply infrastructure.
Feb 2026 smaato.com: /careers: -34%. /api: 12 endpoints deprecated. /press: No updates in 90 days. PageRank dropped from 5.8 to 4.2. SSP health declining — reduce supply path reliance.
4
Output: Supply Path Optimization Report

SUPPLY PATH OPTIMIZATION — MONTHLY REPORT

SPO PERFORMANCE SUMMARY: ══════════════════════════════════════════════ Redundant paths eliminated: 23,456 (saving $2.3M/month) Direct publisher connections: +34% QoQ Win rate improvement: +18% on premium inventory Average CPM reduction: -22% through path optimization SSPs monitored: 234 platforms across 102M publisher domains
This is 1 of 100 AI agent workflows we built for Ad-Tech. Explore the remaining 99 in the table of contents below.
Every agent runs on the same 102M-domain database, the same 20 page types per domain, and the same IAB / persona / OpenPageRank enrichment.
These workflows display realistic demo data for demonstration. In production, the agents connect to your real ad tech data via MCP services or CSV import.
Deployment Options
The entire platform is available as a self-hosted solution or managed service
Self-Hosted
RECOMMENDED FOR ENTERPRISE
Deploy the entire platform on your own infrastructure. Your data never leaves your environment. Bring your own LLM API key (OpenAI, Claude, Gemini) or use local LLMs. Full source code delivered.
Complete source code (Python agents, PHP dashboards, MCP services)
Data stays on your servers — no external data transfer
MCP connectors for DSP, SSP, DMP, and ad server APIs
Custom integration and onboarding support available
$999
2 AI Agents
5 integration hrs
$1,999
5 AI Agents
10 integration hrs
$3,999
10 AI Agents
20 integration hrs
one-time license + (optional) $999/yr updates
Managed Platform
FOR AGENCIES & TEAMS
We host and operate the platform for you. Upload data or connect your platforms via secure MCP services or using API. No infrastructure management needed.
Fully managed — no DevOps required on your side
Secure data upload or API-based MCP integration
Dashboard access with your own branded login
Automatic updates and new agent releases
$999/mo
2 AI Agents
5 integration hrs
$1,999/mo
5 AI Agents
10 integration hrs
$3,999/mo
10 AI Agents
20 integration hrs
includes hosting, updates & support
* price may be higher in cases of very high AI processing volumes/demands
Both options include MCP services with connectors for DSP, SSP, DMP, and ad server APIs. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →
Production Dashboards

This is what the output looks like in production.

Screenshots from the Ad-Tech production platform with realistic demo data.

01 Dashboard1 02 Supply Path Optimization Agent 03 Data Dictionary 03 Inventory Quality Scoring 04 Contextual Domain Enrichment 05 Signal Breakdown Analysis 06 Operations Monitor 08 Pg Deal Sourcing
01 Dashboard1
1 / 8
Open the live interactive dashboards
Most requested by ad-tech teams

Three agents every ad-tech team asks for first

Raw terminal output from the lead step of each workflow — no narrative, just signal.

COMMERCE GRID SSP · #1 REQUESTED
Supply Path Optimization Intelligence
SUPPLY PATH OPTIMIZATION — SSP ECOSYSTEM MAP ═══════════════════════════════════════════════ SSPs MAPPED: 234 with active /api pages PUBLISHERS: 456,789 with SSP relationships SUPPLY PATHS: 12.4M unique paths analyzed pubmatic.com /api 234 · /partners 45K · PR 7.2 · 94 openx.com /api 189 · /partners 34K · PR 6.8 · 91 magnite.com /api 267 · /partners 67K · PR 7.5 · 89 REDUNDANT PATHS (CPM inflation): 23,456 bid-requests/day via unnecessary resellers Waste: $890K/month in intermediary fees Direct path available for 78% of inventory
BRAND SAFETY · #2 REQUESTED
MFA Site Detection & Blocking
MFA DETECTION — MULTI-SIGNAL SCORING ══════════════════════════════════════════════ SCORING CRITERIA: PageRank < 2.0: +30 MFA pts Domain Age < 1 year: +25 MFA pts No /about page: +15 MFA pts No /legal page: +10 MFA pts Web Filter "MFA" / "Spam": +20 MFA pts Score > 60: CONFIRMED MFA — auto-blocked BLOCKED THIS CYCLE: trendingnews24.xyz Score 95 · PR 0.2 · 45d bestlifehacks.click Score 92 · PR 0.1 · 30d amazing-stories.top Score 88 · PR 0.3 · 60d TOTAL BLOCKED: 12,345 (saving $4.5M/month)
COMMERCE GRID SSP · #3 REQUESTED
Inventory Quality Scoring Engine
INVENTORY QUALITY SCORING — PUBLISHER UNIVERSE ══════════════════════════════════════════════════ PUBLISHERS SCORED: 456,789 domains PREMIUM (>80): 45,678 (10.0%) STANDARD (40-80): 234,567 (51.4%) LOW QUALITY (<40): 176,544 (38.7%) TOP PREMIUM PUBLISHERS: reuters.com PR 9.1 · 28yr · News · Clean · 98 bbc.com PR 9.4 · 30yr · News · Clean · 97 economist.com PR 8.8 · 26yr · Biz · Clean · 96 allrecipes.com PR 7.9 · 22yr · Food · Clean · 94 FLAGGED LOW QUALITY: clickbait-news.com PR 0.8 · 0.5yr · MFA · 8 viral-content.xyz PR 0.3 · 0.2yr · Spam · 3

All 100 Workflows · Table of Contents

Every agent, every department. Click any name to open it.

Commerce Media DEPT 1
  1. Shopper Graph Domain Enrichment Pipeline
  2. Sponsored Product Opportunity Scoring
  3. Commerce Audience Activation Engine
  4. Merchant Onboarding Acceleration
  5. Dynamic Pricing Intelligence for Commerce Ads
  6. Cross-Retailer Commerce Intelligence
  7. Commerce Media Partner Ecosystem Mapping
  8. Seasonal Commerce Pattern Detection
  9. Commerce Media Compliance Monitor
  10. Commerce Media Revenue Forecasting Engine
Retail Media Networks DEPT 2
  1. Retailer Onboarding Intelligence Pipeline
  2. First-Party Data Enrichment for Retailers
  3. Marketplace Seller Verification Engine
  4. Grocery Retail Media Optimization
  5. Retail Media Competitive Benchmarking
  6. Category Management Intelligence
  7. In-Store to Digital Bridge Intelligence
  8. Retailer Health Monitoring System
  9. Regional Retail Media Expansion
  10. Retail Media Network Performance Predictor
Programmatic Trading DEPT 3
  1. Supply Path Optimization Intelligence
  2. Inventory Quality Scoring Engine
  3. Contextual Targeting Enrichment Pipeline
  4. Bid Shading Intelligence
  5. Programmatic Guaranteed Deal Sourcing
  6. CTV Inventory Intelligence
  7. Frequency Capping Optimization
  8. Viewability Prediction Model
  9. Real-Time Auction Intelligence
  10. Cross-Exchange Arbitrage Detection
Advertiser Intelligence DEPT 4
  1. Advertiser Spend Prediction Pipeline
  2. Competitive Budget Intelligence
  3. Advertiser Churn Prevention System
  4. Landing Page Quality Assessment
  5. Vertical Expansion Detection
  6. Advertiser Maturity Assessment
  7. Budget Cycle Prediction Engine
  8. Cross-Channel Spend Mapping
  9. New Advertiser Prospecting Engine
  10. Advertiser Lifetime Value Forecasting
Publisher Partnerships DEPT 5
  1. Publisher Quality Scoring Pipeline
  2. Header Bidding Intelligence
  3. Content Categorization at Scale
  4. Publisher Revenue Optimization Engine
  5. Premium Publisher Identification
  6. Audience Overlap Analysis
  7. Publisher Health Monitoring
  8. Ad Density & UX Assessment
  9. Competitive Yield Benchmarking
  10. Publisher Segment Discovery
Brand Safety & Compliance DEPT 6
  1. Automated Brand Safety Classification
  2. GDPR/CCPA Compliance Monitoring
  3. Ad Fraud Detection Engine
  4. MFA Site Detection & Blocking
  5. Advertiser Adjacency Control
  6. Domain Reputation Monitoring
  7. Privacy Compliance Scoring
  8. Content Verification Pipeline
  9. Malvertising Prevention System
  10. Regulatory Change Intelligence
Audience Intelligence DEPT 7
  1. Shopper Graph Domain-Level Enrichment
  2. Lookalike Audience Modeling at Scale
  3. Purchase Intent Prediction Engine
  4. Interest Graph Construction
  5. Audience Decay Modeling
  6. Cohort Discovery Engine
  7. Geographic Audience Expansion
  8. Cross-Device Identity Resolution
  9. Privacy-Safe Audience Activation
  10. Audience Segment Performance Forecasting
Creative Optimization DEPT 8
  1. Dynamic Creative Optimization with Domain Signals
  2. Product Catalog Intelligence for Creative
  3. Landing Page Quality for Creative Matching
  4. Seasonal Creative Adaptation
  5. Competitive Creative Analysis
  6. Format Optimization by Publisher Context
  7. Personalization Signal Extraction
  8. Creative Performance Prediction Model
  9. Creative Compliance Monitoring
  10. Creative A/B Testing Intelligence
Measurement & Attribution DEPT 9
  1. Multi-Touch Attribution Domain Enrichment
  2. Incrementality Measurement Engine
  3. Media Mix Modeling Domain Inputs
  4. Cross-Channel Conversion Intelligence
  5. Advertiser Benchmarking Intelligence
  6. Campaign Lift Measurement
  7. Audience Quality Scoring for Attribution
  8. Viewability-to-Conversion Analysis
  9. Geographic Attribution Enhancement
  10. Predictive ROAS Modeling
Technology & Data Platform DEPT 10
  1. Data Pipeline Health Monitoring
  2. Technology Vendor Evaluation Engine
  3. API Ecosystem Intelligence
  4. Security Posture Monitoring
  5. Data Quality Assurance Pipeline
  6. Platform Scalability Assessment
  7. Technology Stack Intelligence
  8. Developer Ecosystem Health Tracking
  9. Competitive Technology Benchmarking
  10. Infrastructure Cost Optimization

The Database Behind Every Agent

102M domains · 20 page types per domain · plus IAB, OpenPageRank, personas, country and web filtering enrichment

/pricing
/login
/careers
/docs
/api
/leadership
/contact
/blog
/press
/legal
/about
/investors
/sustainability
/partners
/support
/events
/case-studies
/security
/compliance
/products
+ Enrichment Per Domain
IAB Categories
400+ IAB v2/v3 categories for precise sector mapping
Countries
Hosting country, audience geo, business registration
OpenPageRank
Domain authority 0–10 for credibility scoring
Personas
2,000+ buyer personas from content analysis
Web Filtering
Brand safety + compliance classification
Domain Age
Registration history for legitimacy + trend analysis

Why a Subscription

Domain intelligence is not static. Markets move. Companies change. Agents need fresh data.

Quarterly Refreshes
102M domains re-crawled every quarter with new page types, classifications, and change-detection deltas.
Change Alerts
Notification when monitored domains add/remove pages, change leadership, update pricing, or shift IAB categories.
Time-Series History
Historical snapshots powering trend signals — advertiser shifts, publisher health, competitive moves over time.
Get in Touch

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For pricing, subscription options, custom database builds, or enterprise partnerships — contact us below.

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