Hakan Sevimoğlu Hakan SevimoğluFreelance Developer · 18 yrs
Counting · Profiling · Conversion · Forecasting

Visiqo Retail Store Analytics Software: Every Shopper Who Walks In Is Counted, Measured and Tied to Sales

At the end of the day a store manager knows the revenue, but not how many people walked in and left empty-handed. Visiqo, which I built for retail chains, counts every entry using the store's existing cameras, profiles visitors, matches them against POS receipts to produce the real conversion rate, and forecasts tomorrow's footfall today.

Quick answerVisiqo (formerly Forbest AVM Pro) is a smart store analytics platform developed by Hakan Sevimoğlu, available at visiqo.com.tr. It uses AI on the store's existing IP cameras to derive entries, exits and current occupancy; each person crossing the door line is counted once, and a family or group arriving together is recorded as a single visit. It profiles visitors by gender and age group without storing images. Using Mikro and Nebim POS data it calculates the receipts ÷ visits conversion rate, revenue and average basket, produces a 7-day visitor forecast and compares all branches on one dashboard. The system is in live use at Forbest AVM stores.

Written by Hakan Sevimoğlu · Last updated:

Visiqo · Smart retail analyticsLive counting, gender and age, POS conversion, tomorrow's visitor forecast and all branches in one panel

What does Visiqo measure?

  • Live counting: today's entries, exits, current occupancy and visit (group) count; latest crossings second by second
  • Visitor profile: female/male ratio and young, adult and senior age groups; no images are recorded
  • Sales conversion: receipt count ÷ visits; revenue and average basket value come in automatically from the POS
  • AI forecasting: visitor count for the next 7 days with a confidence interval, based on historical traffic
  • Branch comparison: all branches ranked by conversion rate on a single screen

Works with your existing cameras

No new counter device is installed. Visiqo processes the feed from the store's IP cameras with AI; a person crossing the virtual line drawn at the door inward is counted as an entry, outward as an exit. Person tracking prevents the same person from being counted twice. Details: store people counting system.

Branch cameras connect to a central server over VPN; counting, profiling and reports are processed in one central location. No new hardware needs to be taken to the branch for installation.

Real conversion from the POS

Visitor count on its own is neither good nor bad; the real question is what percentage of visitors buy. Visiqo automatically pulls receipt, revenue and basket data from Mikro and Nebim POS systems and matches it with visits hour by hour. Which hours have traffic but no sales, and which branch sells more with the same traffic, becomes visible on screen. Details: retail conversion rate analysis.

Reports and command screen

Branch reports for any date range are exported as PDF and Excel; the hourly visit matrix exports to Excel, and corporate PPTX and PDF presentations are generated for management. For the head office screen, a full-screen TV dashboard shows branch data on auto-rotating pages.

Modules in development: excluding staff from counts, count verification, heatmaps and zone analysis, storefront capture and staff scheduling. Message on WhatsApp for a demo and installation meeting.

Technical architecture: data flow

The store's existing IP cameras connect to a central server over VPN; AI produces the count and visitor profile there. Receipt and revenue data from Mikro and Nebim tills is matched with visits; conversion, forecasts and reports appear in one dashboard.

flowchart LR
  CAM["Store IP cameras"] -->|"VPN"| SRV["Central server: AI counting and profile"]
  POS["Mikro / Nebim till"] -->|"receipts, revenue, basket"| SRV
  SRV --> DON["Hourly conversion = receipts ÷ visits"]
  SRV --> TAH["7-day visitor forecast"]
  SRV --> PNL["Dashboard, PDF / Excel / PPTX, TV screen"]
The diagram is drawn with Mermaid and is also readable as text.

What I offer

  • Existing cameras

    No new counter device needed.

  • Group counting

    Families and groups as one visit.

  • Gender, age

    Profiling without storing images.

  • POS conversion

    Automatic from Mikro and Nebim POS.

  • 7-day forecast

    Tomorrow's visitors, today.

  • Single dashboard

    All branches and rankings.

Technologies I use

PythonYOLOPHPMySQLIP kameraVPN

Example projects

A selection of live projects serving real users.

How we work

  1. Free intro call

    We clarify needs, existing systems and goals together.

  2. Quote & roadmap

    Scope, technology, timeline and budget within 24 hours.

  3. Staged development

    Weekly demos and a live test environment.

  4. Launch & support

    Go-live, training and ongoing maintenance.

Free pre-analysisThe first meeting and roadmap are completely free, with no obligation.

Staged delivery and approvalYou review each module on a test environment before we move on.

Written scope and rightsScope, delivery and source code rights are defined in the contract.

Frequently asked questions

What is Visiqo?

Visiqo is retail store analytics software that counts shoppers with the store's existing cameras, profiles visitors, calculates conversion rate from POS data and shows all branches on one dashboard. Its former name is Forbest AVM Pro; it is available at visiqo.com.tr.

Does it require new cameras or counter devices?

No. The store's existing IP cameras are used; branch cameras connect to a central server over VPN.

Are customer images stored?

No. The AI counts entries and derives a profile such as gender and age group; images are not stored.

Which POS software does it work with?

Receipt, revenue and basket data are pulled automatically from Mikro and Nebim POS data.

Is it in live use?

Yes. Visiqo is in live use at Forbest AVM stores.

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