Insights & Engineering

Strategic deep-dives into AI, automation, and the future of digital execution.

Inventory-Aware Amazon PPC That Runs Itself
Amazon Ads / SP-API4/29/2026Polat Deniz

Inventory-Aware Amazon PPC That Runs Itself

Your Amazon ads adjust bids, budgets, and targets automatically—inventory-aware and always on pace. No spreadsheets. Just sales.

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The Zero-Keyboard Content Engine: Text to Video to Post
Workflow Optimization4/27/2026Polat Deniz

The Zero-Keyboard Content Engine: Text to Video to Post

Turn one idea into a week of posts—text to video to publish. Auto-scheduled, brand-safe, measurable. We build it, you approve and ship.

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Win AI Search: Turn Your Website into Answer Blocks
Workflow Optimization4/25/2026Polat Deniz

Win AI Search: Turn Your Website into Answer Blocks

Turn your website into machine-readable answers to win AI search. We build answer blocks, schema, video, and a lead-capturing chatbot in 30 days.

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Outreach On Autopilot: A Lead Machine That Runs While You Sell
Lead Generation4/23/2026Polat Deniz

Outreach On Autopilot: A Lead Machine That Runs While You Sell

We turn cold outreach into a 24/7 lead machine with verified lists, AI personalization, and safe sending—so you sell while it runs itself.

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AI Front Desk that Books Calls and Closes Tickets on Autopilot
AI Chatbot Strategy4/21/2026Polat Deniz

AI Front Desk that Books Calls and Closes Tickets on Autopilot

Deploy an AI front desk that replies instantly, books calls, and updates your CRM—no keyboard needed. Built on n8n, Supabase, Cloud Run, and Gemini.

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Amazon PPC On Autopilot: Inventory‑Aware, AI‑Tuned, Profit‑First
Amazon Ads / SP-API4/15/2026Polat Deniz

Amazon PPC On Autopilot: Inventory‑Aware, AI‑Tuned, Profit‑First

Run Amazon PPC on autopilot: AI-tuned bids, inventory-aware pausing, and budget pacing that defends margin 24/7.

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Zero‑Touch Content: The Automation Line That Ships Daily Posts
Workflow Optimization4/13/2026Polat Deniz

Zero‑Touch Content: The Automation Line That Ships Daily Posts

Turn raw ideas into scheduled posts and Reels—on autopilot. No app‑hopping, no late‑night exports, just daily output that compounds.

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Turn Your Site Into an AI Source of Truth
Workflow Optimization4/11/2026Polat Deniz

Turn Your Site Into an AI Source of Truth

Make AI cite you. We turn your site into a fast, structured source of truth that AI search trusts—and convert that traffic with chat.

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Outreach That Books Itself: PDV’s Autopilot for B2B Pipelines
Lead Generation4/9/2026Polat Deniz

Outreach That Books Itself: PDV’s Autopilot for B2B Pipelines

Stop hand‑typing cold emails. PDV installs an outreach engine that sources, writes, sends, and routes replies—so you book meetings while you sleep.

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Never Miss a Customer Again: Chat & Booking Agents That Close the Loop
AI Chatbot Strategy4/7/2026Polat Deniz

Never Miss a Customer Again: Chat & Booking Agents That Close the Loop

Always-on chat + booking agents that answer FAQs, capture leads, and auto-book calls—without hiring a 24/7 team.

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Zero‑Lag Amazon PPC: Inventory‑Aware Bidding with n8n + Supabase
Amazon Ads / SP-API4/5/2026Polat Deniz

Zero‑Lag Amazon PPC: Inventory‑Aware Bidding with n8n + Supabase

Put your Amazon PPC on rails: n8n + Supabase + SP-API for inventory-aware bidding, budget rules, and auto-negatives—implemented in 14 days.

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Zero‑Touch Social: An n8n + Supabase Pipeline That Writes, Renders, and Posts for You
Workflow Optimization4/3/2026Polat Deniz

Zero‑Touch Social: An n8n + Supabase Pipeline That Writes, Renders, and Posts for You

Ship daily posts without touching a keyboard: n8n + Supabase + Gemini + Meta Graph API for end‑to‑end content creation and publishing.

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Days-of-Cover Bidding: PDV’s Inventory‑Aware Amazon PPC Engine
Amazon Ads / SP-API4/1/2026Polat Deniz

Days-of-Cover Bidding: PDV’s Inventory‑Aware Amazon PPC Engine

We wire n8n + Supabase + Amazon APIs to bid by days-of-cover—cutting waste on low-stock SKUs and scaling overstock without new software.

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Stop Bidding Blind: Inventory-Aware SP-API Orchestration
Amazon Ads / SP-API3/30/2026Polat Deniz

Stop Bidding Blind: Inventory-Aware SP-API Orchestration

Inventory-aware Amazon Ads orchestration that throttles bids by stock, lead time, and buy box—built as an idempotent control plane over SP-API.

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Weaponizing n8n: Idempotency, Sub-Workflows, and Revenue-Grade Reliability
Workflow Optimization3/28/2026Polat Deniz

Weaponizing n8n: Idempotency, Sub-Workflows, and Revenue-Grade Reliability

How PDV turns n8n into a revenue machine with idempotency, sub-workflows, and production-grade reliability for AI chatbots.

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Inventory-Aware Amazon Bidding: Operator Control
Amazon Ads / SP-API3/26/2026Polat Deniz

Inventory-Aware Amazon Bidding: Operator Control

Fuse Marketing Stream with SP-API to bid only when you can win profitably. PDV operates the stack—real-time, inventory-aware, rate-safe.

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Inventory-Aware Amazon Ads: Real-Time Bid Orchestration
Amazon Ads / SP-API3/24/2026Polat Deniz

Inventory-Aware Amazon Ads: Real-Time Bid Orchestration

Stop paying for clicks you can’t ship. Orchestrate Amazon bids with inventory, Buy Box, and hourly signals for compounding ROAS.

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Weaponized Amazon Ads: Inventory- and Price-Aware Bidding
Amazon Ads / SP-API3/22/2026Polat Deniz

Weaponized Amazon Ads: Inventory- and Price-Aware Bidding

Stop paying for clicks you can’t ship. PDV fuses Ads + SP‑API to bid by inventory, price, and placement—revenue-first, throttle-proof.

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Idempotent n8n at Scale: How Operators Build Fault-Tolerant Revenue Systems
Workflow Optimization3/19/2026Polat Deniz

Idempotent n8n at Scale: How Operators Build Fault-Tolerant Revenue Systems

Your workflows don’t need more nodes—they need idempotency, DLQs, and operator-grade controls. Here’s how PDV weaponizes n8n for revenue.

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n8n at Scale: Redis Queue Architecture for 10k+ Concurrent Runs
Workflow Optimization3/17/2026Polat Deniz

n8n at Scale: Redis Queue Architecture for 10k+ Concurrent Runs

Stop babysitting flows. This is the operator’s blueprint for pushing n8n into 10k+ concurrent runs with Redis queues, worker autoscaling, idempotency, and failure-proof throughput.

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Weaponize n8n: The 2026 Operator’s Playbook for Enterprise-Grade Orchestration
Workflow Optimization3/16/2026Polat Deniz

Weaponize n8n: The 2026 Operator’s Playbook for Enterprise-Grade Orchestration

Operators beat chaos. This playbook shows how to weaponize n8n with queues, sub-workflows, idempotency, DLQs, and approvals to delete 20–60 hours/week of manual ops while making AI safe and useful.

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