TangoEye vs Cheat Layer

TangoEye is in-store retail analytics and automation software that turns existing CCTV cameras into footfall, zone, and conversion data. Instead of manual clickers or new sensor hardware, it plugs into the camera network retailers already run. The platform splits into four modules: Tango Traffic for walk-in counts, Tango Zone for shelf and area heatmaps, Tango RevOp for missed-sale tracking, and Tango StoreOps for camera and network uptime.

Most retail analytics vendors sell dedicated counting sensors or gate hardware. TangoEye's pitch is pure software on top of cameras that are already mounted, which keeps rollout cost lower and avoids ripping out existing infra. That trade-off means you need working CCTV coverage and bandwidth at each store, but you skip the cap-ex cycle of installing parallel sensor networks.

Retail operations teams use it to see bounced visitors, engaged shoppers versus casual walk-ins, and zone-level dwell time without standing at the door with a tally counter. Brand leaders at multi-store chains like Lenskart and Nykaa, listed on TangoEye's site, get a shared view of conversion leaks and infrastructure blind spots across locations. Store managers get hourly alerts when cameras or networks drop so footfall data does not silently go missing.

Cheat Layer deploys cloud marketing and sales agents that automate browser tasks, content generation, and lead outreach from plain English commands. Its Project Atlas framework builds end-to-end automations through conversation, and the Atlas-1 model targets UI elements in a way the company claims survives future website design changes better than traditional RPA tools.

Most no-code automation tools rely on brittle CSS selectors that break when a site redesigns. Cheat Layer positions Atlas-1 as trained specifically for the hardest automation problems, including targeting strategies it compares to UiPath and Microsoft Power Automate. Agents handle SEO blog generation, social reply automation, YouTube and TikTok content repurposing, and personalized email outreach with reported reply rates up to 12%.

Solo founders, marketers, and small businesses use Cheat Layer to replace repetitive virtual assistant work. The platform runs desktop and browser automations on Mac, Windows, and Linux, exports workflows as Chrome extensions or desktop apps, and includes voice agents that trigger custom desktop automations via email, SMS, and phone.