The AI-Native Device Platform

E-Commerce Competitor Price Monitoring

Daily Intelligence. Zero Manual Checking. Zero Tokens.

Competitor prices change without warning — and you need to know before the weekend. A Playwright scraper runs every morning, diffs against your baseline, and lands a delta report in your folder before you start work.

Smart Automation Framework All Use Cases Plans
The Problem
Pricing Decisions Made on Stale Data

Competitor prices change without warning. A rival drops their price by 10% on a Friday afternoon and you don't notice until Monday, by which point you have lost the weekend's sales. Manually checking multiple sites for dozens of products every day is impractical — nobody does it consistently.

Prices Change While You Sleep

A rival drops by 10% on Friday afternoon. By Monday you've lost the weekend's traffic to a better price that went undetected for 60+ hours.

Manual Checking Doesn't Scale

Checking multiple sites for dozens of products every day is impractical — so pricing decisions are made on gut instinct or stale spreadsheet data.

How awaBerry Smart Automation Helps
Write the Scraper Once. Get Daily Diffs Forever.
Playwright stealth scraper — generated once, runs on schedule at zero ongoing token cost.

The Smart Automation Framework generates a Playwright-based headless browser script that visits every competitor URL, extracts the current price, and diffs it against your baseline — every morning, automatically. The AI engine writes the scraper including stealth plugins for cookie banners and anti-bot measures. Every daily run after that costs zero AI tokens.

Step 1 — Describe the Monitor

Write a setup prompt specifying your competitor URL list, baseline CSV path, and report output folder. Optionally add an execution-phase summary prompt for a one-sentence daily briefing.

Step 2 — AI Generates the Playwright Scraper

Gemini CLI generates a Node.js Playwright script with stealth plugins, cookie-banner handling, and lazy-loaded content support. Delta comparison logic is included automatically.

Step 3 — Daily Delta Reports, Zero Effort

Scheduled at 7:00 AM: visits all URLs, extracts prices, diffs against baseline, writes a dated delta report. An optional Flash Lite summary highlights changes over 5%.

Setup & Configuration
One Prompt. Daily Intelligence From Then On.
Example Setup Prompt
"Create a Playwright script that navigates to each URL in $TARGET_URLS_FILE. For each URL, extract the product name and current price. Handle cookie banners and lazy-loaded content. Compare results against $BASELINE_CSV and write a delta report to $REPORT_DIR/delta_YYYY-MM-DD.json."
Environment Variables
VariableExample Value
TARGET_URLS_FILE/home/user/competitors.txt
BASELINE_CSV/home/user/prices/baseline.csv
REPORT_DIR/home/user/prices/reports
Token Economics

Setup (one-time)

~12,000 tokens to generate the stealth Playwright scraper.

Per Execution

0 tokens for the scrape. ~200 tokens via Flash Lite for the optional daily summary.

Scraper Runtime

Zero tokens — pure local Node.js/Playwright execution.

Summary
Daily Pricing Intelligence. Zero Maintenance.

Price monitoring is only useful if it happens every day without fail. The awaBerry Smart Automation Framework turns it into a zero-maintenance, zero-token daily habit — the scraper runs, the diff lands in a folder, and an optional one-sentence summary tells you exactly what changed before you have had your coffee.

Use Cases
More Use Cases
← Previous
Automated Invoice Processing & Accounting Export

Describe the task once, pay a one-time token cost to generate the logic, and let the daemon run indefinitely — producing a continuously updated, import-ready ledger with no manual involvement.
Next →
Healthcare Lab Results Inbox Parser

Abnormal lab results should trigger an alert in seconds, not sit in an inbox waiting for a human to notice them. Real-time, FHIR-compliant alerting — deployable from a plain-English description.
Show all use cases →
Products
Explore What awaBerry Offers
Products
awaBerry Anywhere
The all in one tool for any device connection — secure and easy

awaBerry Anywhere is a zero-trust remote access platform that gets any device — cloud server, laptop, or SoC hardware — securely accessible from anywhere in minutes. No VPNs, no open inbound ports, no complex configuration or additional remote connection software. Works on any MAC - yes even an old Apple macbook from 2012. Works on any Ubuntu / Debian / Redhad based LINUX. Works on any Windows which supports the Windows Subsystem for Linux (WSL).

Connect Devices

Flexible onboarding for any hardware — in any environment.

#Linux #macOS #Server #Docker containers #SoC devices #True Headless Device Installation #Windows #Bespoke OS installation #Shared device access
Read more →

Secure Remote Access

Full control and activation via the awaBerry web dashboard.

#Web SSH #Anywhere Shell #Zero-Trust Port Forwarding #No VPN #Remote Desktop (VNC/RDP) #Securely Connect To Any Port #NoOpenFirewallPorts #Web-based file transfer #Zero-Trust #Web-to-local
Read more →
Use Cases Show all use cases →
The Teen Maker: Raspberry Pi Online in Minutes

For young makers and students, the barrier between a working local project and a remotely accessible device has always been networking complexity. awaBerry Anywhere removes…
The Student Lab: Access University Hardware From Your Dorm

University hardware is expensive and underutilised outside core hours. awaBerry Anywhere bridges the gap between physical lab access and the reality of students working on…
The Field Researcher: Keep Data Collection Running Remotely

Remote research infrastructure is only as reliable as the ability to maintain it from a distance. awaBerry Anywhere gives field researchers the same level of…
The Remote Developer: Your Office Machine, Anywhere in the World

The promise of remote work breaks down when heavy workloads require physical proximity to hardware. awaBerry Anywhere closes that gap — your office machine is…
The Network Admin: Reach Any Local Web UI From Anywhere

Zero-Trust Port Forwarding access transforms every internal web interface into a securely reachable remote resource — without touching firewall rules or building per-site VPN infrastructure.…
Help a Friend: Remote Support Without the Setup Hassle

Technical support between friends and colleagues should not require a 20-minute setup ritual. awaBerry Anywhere makes the helper's experience frictionless and keeps the person being…
The Home Lab Admin: One Dashboard for Your Entire Lab

A home lab should be a joy to run, not a second job in network administration. awaBerry Anywhere gives a permanent, reliable, zero-maintenance window into…
The Freelancer On the Move: Your Workstation, Always Within Reach

For freelancers whose work is compute-intensive, awaBerry Anywhere offers a third option: leave the power at home, and take reliable remote access everywhere.…
The IoT Fleet: Manage Edge Devices at Scale Without a VPN Gateway

Industrial IoT deployments live or die by maintainability. awaBerry Anywhere replaces complex VPN infrastructure with a lightweight agent that turns every edge device into a…
The Research Team: Share a Device Without Sharing Credentials

Shared research hardware should not mean shared credentials and shared accountability gaps. awaBerry Anywhere gives each team member their own secure, auditable access path —…



Version 2 Released
New in Version 2

Smart Automation Framework

Describe what you want in plain English — awaBerry generates the script once using AI, then runs it on your devices forever at zero token cost.

Plain-English Instructions Google Gemini CLI Zero Ongoing AI Token Cost Task Scheduler Runs Locally on Your Devices Fleet-Wide Orchestrator
Device-access as a Service

The Agentic API

Expose your registered devices to AI agents, scripts, and collaborators via encrypted tunnels — precisely scoped, zero-trust access, no open ports.

Programmatic Device Access Encrypted Zero-Trust Tunnels AI Agent Integration Precisely Scoped Permissions Works with Any Script or Webhook No Open Ports Required
Secure device access from anywhere

awaBerry Remote

Full remote access to any of your devices — directly from your browser. Zero trust, no VPN, no open firewall ports.

Web SSH Terminal Smart Terminal Remote Desktop (VNC & RDP) Zero-Trust Port Forwarding Web-based File Browser End-to-End Encrypted
20% OFF with code
Version2Released

Copy code, select plan and register — and in checkout paste the code

Commercial usage Private and research
Discount offer is valid until 31.05.2026



Products
awaBerry Device Automation
From Plain English to Fully Autonomous Execution.
awaBerry Device Automation
AI-native automation platform

awaBerry Automation is the combination of two tightly integrated products that together form a complete, AI-native automation platform.

#Local Execution #Gemini CLI #Gemini CLI GUI #Zero Token Cost #Agentic API #AI-Powered Automation #Encrypted Tunnels #Device Fleet #Plain English #Scheduled Tasks #Device-access-as-a-Service

Smart Automation Framework

Uses the Google Gemini CLI to translate plain-English instructions into executable scripts — run on your local devices on a schedule. AI tokens are spent exactly once to generate the logic; every subsequent execution costs nothing.

Read more →
Use Cases Show all use cases →

The Agentic API — Secure, programmatic device access

Secure, zero-trust device access as-a-service. Exposes your registered devices to programmatic access via encrypted tunnels — grant AI agents, scripts, or collaborators precisely scoped access.

Read more →
Use Cases Show all use cases →

The Power of Combination — Intelligence meets reach

Fundamentally different: a complete, AI-native automation platform — across every device you own, anywhere in the world.

Read more →
Use Cases Show all use cases →
Plans
Start for Free. Scale as You Grow.

Business

Automate operations, manage fleets, and enable secure remote work for your entire team.

Try for Free

Private

Access your home devices, automate personal tasks, and share access with family — for free.

Freemium Plan Available

Research

Access lab hardware, automate data collection, and collaborate across institutions.

Request Free Usage

Never miss a competitor price drop again

Start from a plain-English description. The framework handles everything else.

Smart Automation Framework All Use Cases View Plans