Commercial Fleet Opportunities for an EV Charging Station Franchise in Visakhapatnam: Business Guide 2026

Visakhapatnam is not just another urban EV charging market. It is a port city with industrial estates, freight movement, commercial transport, tourism, airport connectivity and important highway corridors. That changes how investors should evaluate an EV charging station franchise in Visakhapatnam.

A conventional city charging station often depends on individual drivers discovering the charger and deciding to stop.

A fleet-focused station can work differently.

Instead of asking:

“How many vehicles pass this road?”

the investor can ask:

“Which electric vehicles repeatedly travel this route, how many kilometres do they cover, where do they stop, and how many kWh do they need every day?”

That shift from traffic counting to energy-demand mapping is the central idea of this guide.

For Visakhapatnam, opportunities can potentially emerge from:

• Logistics fleets

• Last-mile delivery vehicles

• Electric taxis

• Corporate cabs

• Employee transportation

• Commercial three-wheelers

• Port-linked mobility

• Industrial fleets

• Hotel and tourism fleets

• Airport transfer vehicles

• Intercity commercial EVs

The strongest fleet-charging business may therefore be located where vehicles naturally stop, park, load, unload or return—not necessarily at the city's most expensive commercial address.

Why Visakhapatnam Needs a Different EV Charging Strategy

For an investor evaluating an EV charging station franchise in Visakhapatnam, the city's economic structure matters as much as its population.

Visakhapatnam combines several mobility ecosystems:

Port economy: Freight, logistics, warehousing and supporting commercial activity.

Industrial economy: Industrial estates and manufacturing-linked vehicle movement.

Urban economy: Private cars, taxis, delivery vehicles and employee transportation.

Tourism economy: Hotels, tourist transport and destination traffic.

Regional mobility: NH-16 and movement toward Anakapalli and other regional destinations.

These segments do not charge in the same way.

A tourist may want a charger while staying at a hotel.

A taxi driver may need a fast 20–40 minute charging stop.

A delivery fleet may prefer scheduled charging between shifts.

A depot-based commercial fleet may want several vehicles charging simultaneously during predictable downtime.

Therefore, one charger configuration cannot be assumed to fit every Visakhapatnam site.

Start With an Energy Map, Not a Location Map

Most charging-site analysis starts with a map of roads.

Fleet charging should start with a map of energy demand.

Identify:

• Where vehicles begin their shifts

• Where they end their shifts

• Daily kilometres travelled

• Battery capacity

• Energy consumed per day

• Available charging window

• Existing charging behaviour

• Route predictability

• Parking duration

• Number of vehicles simultaneously parked

Suppose Fleet A operates 30 electric vehicles.

If each vehicle requires an average of 20 kWh of external charging per operational day, the theoretical fleet energy requirement is:

30 vehicles × 20 kWh = 600 kWh/day

That does not mean a station will automatically sell 600 kWh daily.

Some vehicles may charge elsewhere, some may not operate every day, and energy consumption varies.

But this approach provides a far more useful starting point than simply counting passing vehicles.

Visakhapatnam Port and Logistics Ecosystem

The commercial case for an EV charging station franchise in Visakhapatnam becomes particularly interesting when charging is analysed alongside the city's port and logistics ecosystem.

Visakhapatnam Port is a major physical anchor for the city's freight economy.

The official Visakhapatnam Port Authority provides information about the port's infrastructure, services and institutional ecosystem.

For charging investors, however, being close to the port is not enough.

The relevant questions are:

• Which fleets operating nearby are electrifying?

• What vehicle classes are becoming electric?

• Where do these vehicles wait?

• Where are their depots?

• How many kilometres do they travel?

• What is their turnaround requirement?

• Can the property accommodate commercial vehicles?

• Is sufficient electrical capacity available?

Port activity can create a commercial ecosystem around logistics, but charging demand must still be proven vehicle by vehicle or fleet by fleet.

Fleet Charging Is Different From Public Charging

This distinction is fundamental.

A public charger tries to attract sessions.

A fleet charging site tries to reliably deliver required energy within the available operational window.

That difference should influence everything from land selection to charger power.

The Fleet Charging Triangle

A useful Visakhapatnam fleet-site framework is:

1. Energy Required

How many kWh does the fleet require?

2. Time Available

How many hours are the vehicles parked?

3. Power Available

How much electrical capacity can the property support?

These three variables determine the infrastructure.

For example, a vehicle needing 30 kWh with eight hours of overnight parking has a very different charging requirement from a taxi needing similar energy during a short mid-shift stop.

Same energy. Different charging architecture.

Which Commercial Fleets Could Create Charging Demand?

Potential demand segments include:

Last-Mile Delivery Fleets

E-commerce, grocery, food and parcel-delivery operations can generate repeat vehicle movements.

Their charging advantage is predictability.

If vehicles return to the same hub after a shift, charging can potentially be scheduled around operations.

Electric Taxi Fleets

Taxi economics are more sensitive to charging time.

A taxi parked at a slow charger is not earning passenger revenue.

Therefore, taxi charging generally places greater emphasis on:

• DC charging

• Reliability

• Shorter queues

• 24/7 access

• Convenient route location

Corporate Cabs

Employee transportation fleets often operate around predictable office shifts.

This can create defined charging windows between:

• Morning pickup

• Office hours

• Evening drop

• Overnight operations

Electric Three-Wheelers

Commercial three-wheelers can have high daily utilisation and repeat routes.

Their charging needs should be assessed separately from passenger cars because battery sizes, connectors, parking and operating economics differ.

Industrial Fleets

Industrial operators may gradually electrify:

• Internal mobility

• Employee transport

• Light commercial movement

• Vendor vehicles

• Local distribution

Industrial charging often benefits from controlled parking and predictable vehicle schedules.

Hotel and Tourism Fleets

Visakhapatnam's hospitality and tourism ecosystem can support:

• Hotel taxis

• Airport transfers

• Tourist vehicles

• Guest charging

These sites may combine commercial fleet demand with destination charging.

Depot Charging vs Opportunity Charging

Investors should understand two different fleet strategies.

Depot Charging

Vehicles charge where they are normally parked.

Examples:

• Logistics warehouse

• Taxi depot

• Corporate fleet yard

• Delivery hub

• Industrial facility

Advantages can include:

• Predictable vehicle access

• Controlled parking

• Scheduled charging

• Easier fleet monitoring

Opportunity Charging

Vehicles charge during natural operational breaks.

Examples:

• Driver rest stop

• Loading/unloading downtime

• Meal break

• Airport waiting period

• Route turnaround

This can reduce the need for long depot charging windows but may require higher charger power.

The correct model depends on vehicle operations.

A Better Way to Select Visakhapatnam Locations

Instead of publishing a generic “Top 10 areas” list, evaluate location archetypes.

For an EV charging station franchise in Visakhapatnam, the following archetypes are more useful than neighbourhood popularity alone.

Port-Linked Logistics Zone

Potential use:

• Logistics vehicles

• Commercial fleets

• Supporting transport operations

What matters:

• Commercial EV penetration

• Truck/LCV access

• Power availability

• Fleet parking

• Route proximity

Industrial Corridor

Potential areas to investigate include industrial ecosystems around Gajuwaka and other industrial clusters.

What matters:

• Anchor fleet

• Shift patterns

• Industrial electricity infrastructure

• Vehicle parking

• Commercial access

NH-16 Corridor Property

Potential use:

• Intercity EVs

• Commercial vehicles

• Taxis

• Logistics fleets

What matters:

• Direct road access

• DC fast charging

• 24/7 operation

• Food and washrooms

• Safe parking

• Visibility

Anakapalli-Linked Corridor

Potential use:

• Regional commercial movement

• Logistics

• Passenger EVs

• Intercity taxis

What matters:

• Route-based demand

• Existing chargers

• fleet movement

• Electrical capacity

Airport-Linked Site

Potential use:

• Taxis

• Hotel vehicles

• Corporate cabs

• Private EVs

What matters:

• Fast turnaround

• 24/7 access

• waiting space

• route convenience

Hotel or Resort

Potential use:

• Destination charging

• Guest vehicles

• Hotel fleets

• Tourism taxis

What matters:

• Natural dwell time

• parking

• overnight charging

• guest demand

Fleet Depot

Potential use:

• Dedicated commercial charging

What matters:

• Fleet contract

• predictable kWh

• electrical capacity

• charging window

• expansion space

The correct property is the one that solves a real charging requirement.

Don't Ask “How Many Chargers?” First

This is one of the most common infrastructure-planning mistakes.

Instead, calculate:

Daily Fleet Energy Requirement

then:

Available Charging Window

then:

Required Charging Capacity

Consider a simplified hypothetical example.

A delivery fleet has:

• 20 EVs

• 25 kWh average recharge requirement

• 10-hour overnight charging window

Daily energy requirement:

20 × 25 = 500 kWh

Ignoring losses and operational complexity for illustration, the average charging power required across the 10-hour window would be:

500 ÷ 10 = 50 kW

That does not mean one 50 kW charger is automatically the correct solution.

Vehicles need individual connectors, charging schedules, contingency capacity and operational flexibility.

But it shows why charger selection should begin with energy and time, not a sales brochure.

Simultaneous Charging Changes Infrastructure Cost

Imagine 20 vehicles need charging overnight.

Charging all 20 simultaneously can require substantially more connection capacity than intelligently staggering sessions.

This is where:

• Smart charging

• Load management

• Charging schedules

• Power sharing

• Fleet software

can become commercially valuable.

The goal is not always to provide maximum power to every vehicle.

The goal is:

Every vehicle receives the energy it needs before its next departure.

This can reduce unnecessary upstream electrical investment.

Electricity Infrastructure in Andhra Pradesh

Commercial fleet charging can create significant electrical demand.

Before committing to a property, verify:

• Existing sanctioned load

• Spare electrical capacity

• Transformer capacity

• LT/HT supply

• Proposed charging load

• Number of simultaneous chargers

• Cable route

• Panel requirements

• Earthing

• Protection

• Metering

• Future expansion

Andhra Pradesh's electricity regulator maintains the official APERC tariff orders, which should be checked for the current applicable EV charging tariff and conditions.

APERC has also incorporated a framework for Time-of-Day and dynamic tariff mechanisms for Charge Point Operators, with the applicable tariff to be determined through Retail Supply Tariff Orders.

This makes charging schedules increasingly relevant to fleet economics.

Why Time-of-Day Charging Can Matter to Fleets

Public charging demand is largely controlled by customers.

Fleet charging offers more scheduling flexibility.

If vehicles have predictable downtime, charging-management software can potentially schedule energy delivery around:

• Departure deadlines

• Available grid capacity

• Charger availability

• electricity tariff periods

• battery state of charge

This turns software into an operational tool rather than simply a payment interface.

A fleet charging station should therefore evaluate whether the backend supports:

• Vehicle prioritisation

• Charger scheduling

• Power sharing

• Remote monitoring

• Energy reporting

• Fault alerts

• Driver authentication

• Fleet-level analytics

Andhra Pradesh EV Charging Policy Opportunity

Andhra Pradesh's current EV charging framework provides a more specific infrastructure opportunity than many generic EV-business articles suggest.

The official Andhra Pradesh Integrated Clean Energy Policy 2024 includes provisions for EV Charging Infrastructure projects.

The policy provides for a 25% capital subsidy on the cost of eligible public charging stations, excluding land, electricity connection, DTR and civil costs, subject to a maximum of ₹3 lakh per PCS for the first 5,000 eligible public charging stations over the applicable policy period.

Indicative deployment categories include:

• State corporations

• District headquarters

• Private commercial buildings

• Large apartments/societies

• State highways

• National highways

• Municipalities

• Towns

The policy also provides for government/public sites to be offered to selected private CPOs through competitive processes under the applicable framework.

However:

Policy provision does not equal automatic subsidy entitlement.

Before including any subsidy in an investment model, verify:

• Project eligibility

• Current availability

• CPO eligibility

• Station category

• Application process

• Approval

• commissioning requirements

• applicable operational guidelines

Never build project viability around an incentive that has not been formally approved.

PM E-DRIVE and Port-Linked Charging

The national PM E-DRIVE EV Public Charging Station operational guidelines add another relevant dimension.

Under the programme, eligible location categories include infrastructure such as:

• Public-sector ports

• Airports operated by AAI

• Railway stations

• Bus stations

• Public-sector OMC retail outlets

• NHAI/state-controlled toll plazas

• Highway wayside amenities

The programme's FAQ also states that proposed charging locations should undergo a feasibility study covering location selection, charger configuration and charger rating.

This reinforces an important point:

Infrastructure support follows feasibility—not the other way around.

A private franchise investor should not assume PM E-DRIVE support merely because a property is near a port or highway.

What Charger Configuration Works for Fleets?

There is no universal answer.

SpeedCharge's AC vs DC charging guide explains how charger type should be matched with dwell time and vehicle use rather than selected only by rated power.

Hybrid Public + Fleet Charging

A particularly interesting model for Visakhapatnam is a hybrid site.

Imagine a property with:

• Contracted fleet demand during defined hours

• Public access during unused periods

The fleet provides an utilisation anchor.

Public drivers provide additional sessions.

Conceptually:

Anchor Fleet Demand + Public Charging Demand = Broader Asset Utilisation

This model requires careful operational planning because fleet vehicles and public customers can compete for the same chargers during peak periods.

The backend should support:

• Reservations or fleet priority

• Access control

• Different tariffs

• Driver identification

• utilisation reporting

• charging schedules

Anchor Demand Before CAPEX

One of the strongest ways to de-risk fleet charging is to identify potential customers before building.

Speak with:

• Logistics companies

• Taxi operators

• Delivery companies

• Hotels

• Corporate transport operators

• Industrial businesses

• Warehousing companies

• Commercial vehicle operators

Ask:

• How many EVs do you operate today?

• How many will you operate in 12–24 months?

• Where do they park?

• What is the daily route?

• What is average daily distance?

• How do they charge today?

• What problems exist?

• How much downtime is available?

• What charging speed is required?

A signed commercial arrangement is more valuable than a vague assumption that “EV traffic will grow.”

Fleet Charging Economics: Think in kWh per Vehicle

For an EV charging station franchise in Visakhapatnam, fleet economics should be modelled from energy throughput rather than generic monthly footfall.

A useful framework is:

Daily Fleet kWh = Active EVs × Average Daily Charging Requirement

Then:

Monthly Billable kWh = Daily Billable kWh × Operating Days

Then:

Gross Charging Revenue = Billable kWh × Effective Customer Charging Price

Gross revenue is not profit.

Expenses can include:

• Electricity

• Property

• Maintenance

• Software

• Connectivity

• Payment processing

• Revenue Share

• Staffing

• Financing

• Insurance

• Taxes

• Downtime

The financial model should include at least:

• Conservative utilisation

• Base utilisation

• Higher-utilisation case

The Utilisation Heatmap

Instead of only forecasting monthly sessions, create a 24-hour charging heatmap.

Example:

Actual schedules will differ by fleet.

The purpose is to identify when the charger earns, not simply whether vehicles exist.

Queueing Can Destroy Fleet Productivity

Fleet operators care about charger availability because waiting vehicles lose productive time.

Suppose five taxis arrive simultaneously but only one charger is available.

Even a powerful charger may create a queue.

Therefore assess:

• Vehicles arriving per hour

• Average charging duration

• Number of connectors

• Simultaneous charging capability

• Charger reliability

• Peak return times

Sometimes two moderately powered charging points can offer better fleet resilience than one larger single-point dependency.

Uptime Has a Different Meaning for Fleets

For public charging, downtime causes customer frustration and lost sessions.

For fleets, downtime can affect the next day's operations.

A charger failure can mean:

• Vehicle not dispatched

• Route reassignment

• Emergency public charging

• Driver delays

• Lost trips

• Operational penalties

Fleet customers therefore value:

• Remote diagnostics

• Preventive maintenance

• Rapid fault response

• Spare-parts availability

• Redundancy

• Real-time charger status

Uptime should be treated as an economic variable.

Should a Fleet Site Be Open 24/7?

Not always.

A private depot may only need fleet access.

A hybrid public/fleet station can benefit from broader operating hours.

A highway or taxi-oriented station may need 24/7 availability.

Operating hours affect:

• Staffing

• Security

• Customer access

• lighting

• amenities

• property agreement

• operating cost

Match operating hours to actual charging demand.

Coastal Conditions Should Influence Hardware Planning

Visakhapatnam's coastal environment deserves more attention than it receives in generic charging guides.

Site engineering should consider:

• Humidity

• Salt-laden air exposure

• Heavy rain

• Drainage

• Equipment enclosure

• corrosion protection

• cable management

• foundation design

• outdoor electrical protection

For exposed coastal or industrial sites, confirm the charger's environmental ratings and manufacturer installation requirements.

This is especially important for equipment expected to operate outdoors for many years.

Cyclone and Extreme-Weather Planning

Visakhapatnam also has exposure to severe coastal weather.

A commercial charging hub should therefore consider:

• Equipment anchoring

• Water drainage

• canopy design

• signage stability

• electrical isolation

• emergency shutdown

• transformer placement

• flood exposure

• post-event inspection procedures

These are engineering and operational-resilience considerations, not just compliance items.

A charger that cannot operate reliably through local environmental conditions is a weak commercial asset.

Property Requirements for Commercial Fleets

Fleet sites need more space than the charger footprint alone.

Evaluate:

• Vehicle entry

• Vehicle exit

• turning radius

• charging bays

• staging area

• queueing

• charger protection

• transformer/electrical equipment

• driver waiting area

• maintenance access

• future expansion

Commercial vehicles may require wider manoeuvring areas than passenger cars.

Do not design a fleet charging station using passenger-car parking assumptions.

Site Tenure Matters More for Infrastructure Businesses

Charging infrastructure is expensive to relocate.

Before investing, verify:

• Property ownership

• Lease tenure

• renewal rights

• charging rights

• parking rights

• electrical infrastructure rights

• access rights

• signage

• operating hours

• equipment ownership

• termination terms

A short lease can be incompatible with long-lived charging infrastructure.

Revenue Contract vs Public Walk-In Revenue

A fleet-focused project can potentially use different commercial structures.

Public Charging Revenue

Revenue depends on individual charging sessions.

Fleet Contract

The operator may negotiate commercial charging terms with a fleet.

Minimum Energy Commitment

A commercial arrangement may include an agreed energy-volume structure where legally and commercially appropriate.

Dedicated Infrastructure

A fleet can receive dedicated charging capacity.

Hybrid Model

Fleet and public users share infrastructure.

Each structure has different utilisation and counterparty risks.

Don't Confuse Fleet Size With Charging Demand

A company operating 100 EVs is not automatically a better customer than one operating 25 EVs.

Ask:

• How much external charging is required?

• Where are vehicles charged today?

• Can they charge at home?

• Are they depot-based?

• What is daily energy consumption?

• How many vehicles need simultaneous charging?

The relevant commercial metric is addressable kWh, not simply vehicle count.

Franchise Due Diligence for a Fleet-Focused Site

Before committing to an EV charging station franchise in Visakhapatnam, evaluate both the franchise contract and the fleet opportunity.

Verify:

• Who owns the charger?

• Who owns upstream electrical infrastructure?

• Who pays electricity?

• Who secures fleet customers?

• Who negotiates fleet tariffs?

• Who operates the chargers?

• Who handles billing?

• Who maintains the equipment?

• How is Revenue Share calculated?

• Who bears downtime risk?

• Are fleet contracts assignable?

• What happens if an anchor fleet leaves?

• Who funds expansion?

• What happens at agreement termination?

A fleet charging business should not depend on a single customer without understanding concentration risk.

SpeedCharge's EV charging franchise investor guide provides a broader framework for evaluating FOCO structures, asset ownership, site feasibility, Revenue Share and investor risk.

SpeedCharge's Fleet and Commercial Charging Approach

SpeedCharge provides commercial charging solutions for:

• Delivery fleets

• Corporate cabs

• Logistics operators

• Commercial mobility

• Offices

• Hotels

• Commercial properties

The SpeedCharge business and fleet partnership programme includes dedicated fleet infrastructure and high-speed DC charging solutions for commercial operators.

For franchise investors, SpeedCharge uses a FOCO structure in which the investor owns the applicable charging asset while SpeedCharge manages defined station operations under the executed agreement.

Operational functions can include:

• Charging software

• Remote monitoring

• Driver billing

• Customer support

• Maintenance coordination

• Network visibility

• Settlement reporting

The applicable commercial terms should always be verified in the project proposal and executed agreement.

How to Build a Fleet-Focused Charging Project

Step 1: Identify Fleet Segments

List the commercial EV operators within the practical catchment.

Step 2: Interview Operators

Collect actual vehicle and charging data.

Step 3: Build Daily Energy Profiles

Estimate kWh required by vehicle and by fleet.

Step 4: Map Routes and Depots

Find natural charging locations.

Step 5: Identify Charging Windows

Determine when vehicles can remain connected.

Step 6: Complete Electrical Feasibility

Check load, transformer, panels and future capacity.

Step 7: Design Charger Configuration

Match power with energy and time requirements.

Step 8: Analyse Public-Charging Upside

Determine whether unused capacity can serve public EVs.

Step 9: Model Economics

Calculate CAPEX, OPEX, utilisation and sensitivity.

Step 10: Secure Commercial Demand

Where possible, establish fleet relationships before major CAPEX.

Step 11: Commission and Measure

Track actual energy throughput against projections.

Step 12: Expand Only When Demand Supports It

Add chargers based on utilisation data rather than speculation.

SpeedCharge's EV fleet charging guide provides additional guidance on duty cycles, charging windows, depot infrastructure and charger sizing.

Metrics to Track After Launch

A fleet-oriented station should monitor more than monthly revenue.

Track:

This creates a much stronger operational dashboard than simply tracking the number of app sessions.

When Should You Add Another Charger?

Expansion should be triggered by evidence.

Possible signals include:

• Consistent high utilisation

• Frequent queueing

• Fleet growth

• new fleet contract

• repeated lost charging sessions

• insufficient overnight charging capacity

• customer demand exceeding available connectors

Do not add another charger merely because physical space exists.

The additional asset should have a clear utilisation case.

Public + Fleet Site Example

Consider a hypothetical Visakhapatnam property near a commercial corridor.

The site serves:

• 15 delivery EVs overnight

• corporate cabs during afternoon downtime

• public cars during evenings

Instead of viewing these as three separate businesses, the site can potentially build a day-long utilisation profile.

Night: Delivery fleet

Afternoon: Corporate fleet

Evening: Public users

This is potentially stronger than a station dependent on only one demand period.

The goal is to improve asset utilisation across the day.

Key Risks Investors Should Model

Fleet Electrification Happens Slowly

Do not assume an operator will electrify its entire fleet immediately.

Anchor Customer Leaves

Customer concentration can create utilisation risk.

Electrical Upgrade Cost

Transformer and grid work can materially change CAPEX.

Charger Oversizing

Excess power capacity can remain unused.

Charger Undersizing

Insufficient capacity can create queues and operational delays.

Property Tenure

Short leases can create asset-relocation risk.

Competition

Other CPOs may target the same fleet or corridor.

Downtime

Fleet charging is operationally sensitive to reliability.

Policy Assumptions

Never treat an unapproved subsidy as confirmed project funding.

Technology Changes

Vehicle charging capability and fleet requirements can evolve over the investment period.

Is Visakhapatnam a Strong Market for Fleet Charging?

Visakhapatnam has characteristics that justify serious site-level investigation:

• Major port ecosystem

• Industrial activity

• Logistics movement

• NH-16 connectivity

• Airport traffic

• Tourism

• Corporate mobility

• Delivery fleets

• Regional commercial movement

• Andhra Pradesh charging-infrastructure policy support

But these characteristics do not prove that every property will generate attractive returns.

The investment case should be built from:

Vehicles → Daily Kilometres → Energy Required → Charging Window → Charger Capacity → Site Power → Billable kWh

That is more defensible than starting with a charger and hoping demand appears later.

How SpeedCharge Can Support a Visakhapatnam Project

Investors interested in commercial or fleet-oriented infrastructure can use SpeedCharge's feasibility process to assess:

• Proposed property

• Fleet opportunity

• Electrical capacity

• charger configuration

• parking

• access

• civil requirements

• installation

• software

• operations

The SpeedCharge EV charging station franchise programme explains the current franchise structure and site-feasibility process.

Property owners who want to host infrastructure instead of owning the charging asset can explore SpeedCharge location partnership opportunities.

Conclusion

A successful EV charging station franchise in Visakhapatnam does not have to depend entirely on random public charging sessions.

The city's port, logistics, industrial, airport and commercial mobility ecosystems create an opportunity to think differently: identify repeat vehicles first, quantify their energy requirement, understand their charging windows and then build infrastructure around measurable demand.

For a fleet-oriented project, the strongest sequence is:

Identify Fleet → Measure Daily kWh → Map Routes → Find Charging Window → Verify Power → Configure Chargers → Secure Demand → Build → Measure → Expand

The key question is not:

“How much traffic does this road have?”

It is:

“How many commercially useful kWh can this site reliably deliver every day?”

That is the metric that turns a charging location into an infrastructure business.