AI Systems
CTRBoss: Programmatic CTR Optimisation & Local SEO GeoGrid Rank Tracking for Agencies
Automated CTR optimisation + GeoGrid local SEO rank tracking for agencies. Stealth browser automation, geo-targeted proxies, smart traffic scheduling, and multi-gateway billing.
Django
Next.js
Node.js
PostgreSQL
Python
React
12
Active Keyword Campaigns Running in Parallel
24/7
Automated Smart-Scheduled Bot Operation
3
Payment Gateways Integrated (Stripe, PayPal, Braintree)
The Problem
Effective CTR Optimisation at Scale Requires Undetectable, Realistic Browser Sessions
CTR manipulation is one of the most technically demanding tactics in SEO: every bot session must look like a real human user across browser fingerprint, user agent, proxy IP, search behaviour, and on-site activity. Off-the-shelf automation tools are instantly detected and blocked by Google's bot detection systems.
Agencies needed a platform that could run hundreds of realistic browser sessions per day, target specific geographies, manage multiple client campaigns with separate keywords and schedules, track performance via SERP position data, and visualise local SEO visibility across geographic grids — all without manual intervention.
Our Solution
Stealth Bot Fleet with Geo-Targeting, Smart Scheduling, and GeoGrid Visualisation
We built CTRBoss as a modular, enterprise-grade platform. The Flask bot microservice runs Undetected ChromeDriver with selenium-stealth, removing webdriver flags via CDP, setting device-specific user agents via Network.setUserAgentOverride, and routing through geo-targeted proxies (Geonode and Proxy Empire, with country/state/city granularity).
For organic search, the bot types the keyword into Google, identifies the client's website in SERP results (checking Knowledge Panel, 10 organic results, and paginated results), clicks it, and spends session duration on-site with multi-page browsing and gradual scrolling. For Google Maps, a three-tier detection system checks the Knowledge Panel, the 3-pack, and full Maps results with pagination.
The Django smart scheduler runs every minute: it implements time-of-day traffic ramping, enforces keyword interval rules and daily search limits, pre-verifies proxies before each run, and auto-restarts the Flask server if 10 consecutive bot errors are detected. A smart job dispatcher manages up to 12 active keyword campaigns simultaneously.
The GeoGrid tool generates geographic coordinate grids and queries DataForSEO's Google Maps SERP API at every grid point, producing a visual rank map showing exactly where the business appears in local results across its target area.
Architecture
Django 4 + DRF API. Django Channels WebSockets for real-time notifications. Celery + Redis task queue. Flask bot microservice with Selenium Wire + Undetected ChromeDriver + selenium-stealth. Playwright for additional bot sessions. Geonode and Proxy Empire geo-targeted rotating proxies. DataForSEO Google Maps SERP API for GeoGrid. DomDetailer API for domain authority data. Stripe + PayPal + Braintree payment gateways. Next.js marketing site. React + Reactstrap + ApexCharts dashboard.
The Result
Undetected CTR Campaigns + Geographic Local SEO Visibility Maps — All Automated
CTRBoss delivered a production-grade CTR optimisation and local SEO intelligence platform capable of running thousands of realistic browser sessions per day — with zero detection by Google's bot systems. The smart scheduler ensured traffic patterns mimicked authentic human behaviour: light overnight, ramping to peak during business hours, with per-keyword interval spacing that matches natural query frequency.
Agencies could run up to 12 parallel keyword campaigns simultaneously, targeting specific cities, states, and countries via Geonode and Proxy Empire residential proxy routing — making every session appear to originate from the target geography. Three detection tiers covered organic results, the Google Maps 3-pack, and Knowledge Panel appearances.
The GeoGrid rank tracker gave agencies a geographic visualisation of local SEO visibility that standard rank trackers cannot provide — a 5×5 or 7×7 coordinate grid showing exactly where the client's Google Business Profile ranked across their target area, and where competitors dominated. Three payment gateways and a credit-based billing system made the platform commercially ready at launch.
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