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Top 9 Best Taxi Billing Software of 2026

GITNUXSOFTWARE REVIEW

Transportation Logistics

Top 9 Best Taxi Billing Software of 2026

Editorial roundup of taxi billing software, comparing options like TaxiCaller, Sherlock Taxi, and Gazoop for fleet operators choosing billing tools.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Taxi billing software matters because it converts rides and dispatch events into invoices, handles driver commissions, and keeps accounting data consistent across operators and customer accounts. This comparison is built for fleet analysts and technical evaluators who must choose between invoice-first workflows and dispatch-first automation, including setups like Sherlock Taxi that tie billing to customer and operational data models.

TaxiCaller is the best pick for mid-size taxi fleets that need billing-to-settlement automation with consistent fare configuration because its shift-close rollups push ride totals straight into driver payout split views without spreadsheet juggling, while Sherlock Taxi fits daily close workflows that benefit from a consolidated shift settlement with controlled corrections.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

TaxiCaller

Shift-close settlement rollups that carry ride totals into driver payout split views without extra spreadsheets.

Best for: Fits when mid-size taxi fleets need consistent billing-to-settlement automation with controlled fare configuration.

2

Sherlock Taxi

Editor pick

Shift settlement workflow that consolidates trip billing and driver totals for controlled daily close.

Best for: Fits when fleets need daily trip billing with shift closure and controlled corrections.

3

Gazoop

Editor pick

Shift-aware billing runs that generate settlement-ready outputs tied to receipt line items and driver payout splits.

Best for: Fits when fleets need repeatable shift billing and settlement from dispatch events.

Comparison Table

1
TaxiCallerBest overall
SMB
9.1/10
Overall
2
vertical specialist
8.9/10
Overall
3
8.7/10
Overall
4
8.3/10
Overall
5
vertical specialist
8.1/10
Overall
6
enterprise
7.8/10
Overall
7
vertical specialist
7.6/10
Overall
8
enterprise
7.0/10
Overall
9
vertical specialist
6.9/10
Overall
#1

TaxiCaller

SMB

Taxi dispatch software with booking, driver apps, account customer billing, and reporting tools.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.1/10
Standout feature

Shift-close settlement rollups that carry ride totals into driver payout split views without extra spreadsheets.

TaxiCaller focuses on taxi billing workflows for dispatch-to-invoice operations, with tools centered on ride fare calculation and driver-facing settlement outputs. The system supports fare logic that maps trips into invoiceable lines, then carries results into end-of-shift settlement and payout reconciliation.

Admin configuration emphasizes operational control over what appears on bills and how totals roll up for fleet reporting. Automation and integration depth are aimed at fitting into existing dispatch and payment environments rather than replacing every upstream system.

Pros
  • +Trip-to-invoice workflow stays consistent across billing and settlement outputs
  • +Configurable fare components translate into readable customer and driver totals
  • +Settlement rollups reduce manual re-keying at shift close
  • +Fleet-wide reporting supports consolidation of ride totals for operations review
Cons
  • –Advanced meter and tariff scenarios require careful configuration of fare inputs
  • –Integrations depend on dispatch and payment setup that may add project work
  • –Audit trails for rate changes are harder to trace at the per-ride level
  • –Receipt formatting flexibility can lag behind fully custom print protocols
Use scenarios
  • Taxi office dispatch teams

    Convert call taken requests to trips

    More continuous dispatch-to-invoice flow

  • Dispatch teams across zones

    Assign drivers using taxi zones

    Zone-based assignment consistency

Show 2 more scenarios
  • Fleet shift coordinators

    Assign rides using availability status

    Fewer availability mismatches

    Coordinates assignments by showing driver and vehicle availability during active fleet shifts.

  • Advance reservation operators

    Include pre-booked trips in dispatch

    Scheduled work appears in billing

    Records scheduled trips and processes them within the same dispatch workflow as immediate requests.

Best for: Fits when mid-size taxi fleets need consistent billing-to-settlement automation with controlled fare configuration.

#2

Sherlock Taxi

vertical specialist

Cloud taxi dispatch and management software with invoicing and billing features for taxi operators.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Shift settlement workflow that consolidates trip billing and driver totals for controlled daily close.

Sherlock Taxi fits fleets that run daily billing from completed trips and need predictable settlement outputs for accounting and payouts. The workflow centers on creating and managing trips, producing customer receipts, and running shift settlement so invoices and driver totals stay aligned. The integration story targets real-world operations by tying meter-derived data and dispatch-driven trip records to billing calculation.

A key tradeoff is that automated reconciliation depends on clean upstream inputs from meters or dispatch feeds, so data quality issues create extra correction work. Sherlock Taxi is best used in a dispatch-managed fleet where drivers complete trips and daily shifts close with consistent reporting and settlement cycles.

Pros
  • +Shift settlement ties trip invoicing to driver totals in one workflow
  • +Receipt generation supports consistent customer documents from completed trips
  • +Operational corrections keep billed totals aligned with finalized ride records
  • +Integration focus reduces duplicate entry between dispatch and billing
Cons
  • –Settlement accuracy is highly sensitive to meter input consistency
  • –Role and workflow configuration requires careful internal ownership
  • –Receipt and invoicing formats can take time to match internal templates
  • –Some advanced integration paths depend on implementation support
Use scenarios
  • Fleet operations managers

    Daily shift close with reconciled invoices

    Fewer end-of-day billing gaps

  • Dispatch teams

    Billing from dispatched trip records

    Reduced manual fare edits

Show 2 more scenarios
  • Accounts and settlement staff

    Corrected ride adjustments and reporting

    Cleaner month-end reconciliation

    Settlement staff apply ride corrections then regenerate invoice totals for consistent accounting records.

  • Driver management coordinators

    Driver payout split support during close

    Lower payout dispute rate

    The system links finalized trip totals to driver settlements so shifts reflect corrected outcomes.

Best for: Fits when fleets need daily trip billing with shift closure and controlled corrections.

#3

Gazoop

SMB

Taxi dispatch system with billing, driver ledger, and customer invoicing functionality.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Shift-aware billing runs that generate settlement-ready outputs tied to receipt line items and driver payout splits.

Gazoop converts ride events into billable charges with configuration-driven tariff tables and zone-based fare logic, which reduces custom spreadsheet handling. The billing run can produce settlement outputs grouped for shift settlement and fleet-wide consolidation, instead of requiring manual re-keying per trip. Integration work is centered on trip and payment data ingestion so that card terminal results and meter-derived totals land in the same calculation pipeline. Automation rules cover recurring adjustments that affect multiple trips, such as waiting time accrual and minimum fare enforcement.

A key tradeoff is that tariff changes and zone definitions require disciplined configuration governance because billing results depend on the active fare setup at event time. Gazoop fits best when dispatch data quality is stable and when a fleet needs repeatable shift settlement that drivers can verify against printed receipts or kiosk views.

Pros
  • +Zone-based tariff configuration produces consistent trip totals across shifts
  • +Settlement outputs support shift settlement and fleet-wide consolidation workflows
  • +Receipt generation ties invoice lines to driver payout reconciliation inputs
Cons
  • –Tariff and zone configuration changes demand strong governance to avoid retroactive drift
  • –Deep meter and GPS reconciliation depends on upstream event quality
  • –Complex inter-fleet roaming settlement needs additional integration mapping
Use scenarios
  • Fleet finance and settlements

    Shift settlement from trip events

    Fewer reconciliation breaks during shifts

  • Dispatch operations teams

    Meter-derived fares with tariff zones

    Consistent pricing across vehicle classes

Show 1 more scenario
  • Driver payout administrators

    Driver payout split reconciliation

    Reduced payout disputes

    Generate receipt-aligned totals that feed payout split checks for drivers.

Best for: Fits when fleets need repeatable shift billing and settlement from dispatch events.

#4

CabStartup

SMB

Taxi dispatch and billing software offering fare computation, invoicing, and driver commission tracking.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Receipt generation that preserves charge line items from ride events through driver payout-ready billing records.

CabStartup is a taxi billing system built for fare calculation, invoice generation, and operational reconciliation across ride billing workflows. It focuses on converting meter or trip inputs into structured charges, including time-based components and common fare rules, then producing receipts for drivers and dispatch.

Pros
  • +Trip-to-invoice pipeline generates itemized receipts from ride charge components
  • +Fleet-level fare configuration supports common taxi fare rules and time add-ons
  • +Record-based billing keeps driver charges tied to underlying trip events
  • +API-oriented integration supports automated data exchange for operational systems
Cons
  • –Advanced finance workflows beyond ride charges may require external accounting steps
  • –Meter or odometer calibration alignment needs careful setup to avoid discrepancies
Use scenarios
  • Ride-hailing product teams

    Run a branded booking and dispatch service

    Coordinated booking and dispatch model

  • Taxi dispatch operators

    Handle live bookings and assign drivers

    More consistent ride handoffs

Show 2 more scenarios
  • Private hire scheduling teams

    Prepare scheduled pickups before service begins

    Better planned demand coordination

    Sets up assignments for planned and recurring rides ahead of pickup time.

  • Taxi operations managers

    Audit trip records and operator actions

    More traceable dispute reviews

    Reviews status changes and electronic trip records after service activity for disputes and decision tracing.

Best for: Fits when a taxi fleet needs automated fare-to-receipt billing with API-based integration and controlled driver outputs.

#5

Cab Treasure

vertical specialist

Taxi dispatch and booking platform with operator tools for jobs, accounts, and invoicing.

8.1/10
Overall
Features8.1/10
Ease of Use8.1/10
Value8.1/10
Standout feature

Trip-level billing reconciliation reports that trace totals back to the captured ride inputs and settlement outputs.

Cab Treasure is designed around end-to-end taxi billing workflows that connect trip records to settlement artifacts like invoices, shift settlement reports, and driver payouts. Fleet managers can configure fare components and operational rules so the billing engine produces consistent totals across recurring journeys. The configuration and reconciliation approach helps teams maintain continuity when day-to-day operations depend on accurate meter inputs and terminal events. Cab Treasure also supports operational reporting that makes it easier to trace what happened on a trip when totals need to be reviewed.

Pros
  • +Shift-based settlement outputs align with daily taxi operations
  • +Reconciliation workflows make trip-level billing adjustments auditable
  • +Fare configuration supports consistent totals across recurring trip types
  • +Outputs cover both finance invoicing and driver payout needs
Cons
  • –Billing correctness depends on clean dispatch and meter event data
  • –Complex fare rules can take time to model correctly
  • –Some integration tasks require hands-on mapping of trip fields
  • –Exception handling for unusual trip scenarios can add operational overhead
Use scenarios
  • Fleet finance operations

    Daily shift settlement and invoicing

    Faster month-end reconciliation

  • Dispatch operations managers

    Correcting fare totals after events

    Lower dispute resolution time

Show 2 more scenarios
  • Driver payout coordinators

    Driver payout split by trip

    More consistent driver payments

    Produces driver-oriented payout outputs derived from configured fare components and recorded trip data.

  • Operations governance leads

    Controlled changes to billing rules

    Fewer billing rule regressions

    Maintains configuration discipline so billing-critical settings are tracked across operational cycles.

Best for: Fits when taxi operations need shift settlement and driver payout reconciliation with controlled fare configuration.

#6

iCabbi

enterprise

Cloud dispatch platform for taxi and private hire fleets with corporate accounts, payments, and reporting.

7.8/10
Overall
Features7.8/10
Ease of Use7.8/10
Value7.8/10
Standout feature

Shift settlement workflow that ties trip billing outputs to driver payout split and end-of-shift reconciliation.

iCabbi is taxi billing software that focuses on daily dispatch-to-invoicing workflows for fleets and individual drivers. It supports fare calculation tied to meter and job data, then produces the billing artifacts needed for driver payouts and customer receipts.

Pros
  • +End-to-end billing workflow from trip data to invoices and receipts
  • +Fleet-wide consolidation supports repeatable shift settlement
  • +Configuration-driven fare rules reduce per-city manual adjustments
  • +Invoice outputs align with driver payout split routines
Cons
  • –Advanced integrations depend on setup of dispatch and data feeds
  • –Receipt printing formats can require operational discipline to standardize
  • –Odometer calibration and meter settings must be maintained carefully
  • –Surge and waiting time logic needs explicit rule definitions
Use scenarios
  • Taxi dispatch operations teams

    Coordinate daily dispatch and trip statuses

    More consistent request-to-completion handling

  • Passenger transport providers

    Route bookings from apps and web channels

    Digital booking enters operations

Show 2 more scenarios
  • Multi-depot taxi administrators

    Run centralized workflows across operating areas

    Shared controls, business-specific workflows

    Centralizes booking, dispatch, passenger services, and fleet controls across separate depots and companies.

  • Drivers and transport managers

    Standardize trip execution and completion steps

    Aligned trip information for billing

    Provides driver apps with trip details, navigation support, route information, and completion controls.

Best for: Fits when a fleet needs repeatable dispatch-to-settlement billing with configurable fare rules.

#7

Yelowsoft

vertical specialist

Ride-hailing and taxi dispatch platform with integrated billing, wallet payments, and driver commission handling.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Operational trip records that map charged line items into settlement-ready receipts for fleet reconciliation.

Yelowsoft targets taxi billing workflows with tools for fare calculation, trip documentation, and back-office settlement operations. The system is designed around fleet processing, including receipt handling and structured reconciliation between meter inputs and charge outcomes.

Pros
  • +Trip-to-receipt workflow keeps charged items traceable through settlement
  • +Fleet-oriented billing reduces end-of-shift data re-entry compared with spreadsheets
  • +Operational records support consistent driver assignment and payment auditing
  • +Configurable fare logic helps match common taxi charge structures
Cons
  • –Meter input coverage depends on upstream integration quality and formatting
  • –Complex route and tariff rules demand careful setup to avoid billing drift
  • –Receipt and payment workflows can require operational process alignment
  • –Advanced settlement scenarios need stronger documented API integration than typical
Use scenarios
  • Taxi dispatch centers

    Assign drivers and track trips end-to-end

    More consistent assignment and status handling

  • Taxi and transport businesses

    Offer branded booking apps and driver management

    Branded operational booking channel

Show 2 more scenarios
  • Mixed-vehicle fleet operators

    Apply dispatch workflows across vehicle types

    More organized allocation

    Manages different vehicle categories and applies dispatch workflows to varied service types.

  • Operations teams with connected systems

    Coordinate events across booking and payment

    More synchronized billing updates

    Connects booking, payment, notification, and trip-status events across operational workflows.

Best for: Fits when a taxi fleet needs structured trip billing and repeatable shift settlement with controlled fare configuration.

#8

Autocab

enterprise

Taxi and private hire operator platform with booking, dispatch, payments, and managed business accounts.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Trip-to-shift settlement generation that carries billing adjustments into driver payout split totals for close control.

Autocab is a taxi billing system built around fare calculation, job invoicing, and driver payment handling for dispatch-driven fleets. It supports operational workflows such as generating shift settlements and producing driver payout splits from completed trips.

Pros
  • +Shift settlement and driver payout split workflows stay tied to completed trips
  • +Tariff configuration supports common fare components like flagfalls and waiting charges
  • +Admin review tools support trip-level billing correction before settlement close
  • +Receipt and invoice outputs align with operational handoff at trip completion
Cons
  • –Complex fare rules need careful configuration to avoid settlement mismatches
  • –Dispatch-side automation depends on integration approach and may require custom work
  • –High exception volumes can increase manual admin review time
  • –Multi-stakeholder reconciliation is workable but may not match enterprise automation depth
Use scenarios
  • Private hire dispatch teams

    Allocate jobs and monitor trip states centrally

    More consistent handling from allocation

  • Operators with online booking channels

    Send external requests into assignment records

    Less manual booking transfer

Show 2 more scenarios
  • Taxi fleet operations teams

    Process pre-booked and immediate trips together

    One workflow for different booking types

    Moves scheduled and on-demand trips into the same dispatch workflow for unified operational processing.

  • Multi-shift operations managers

    Maintain continuity during shift changes

    Fewer lost details in handovers

    Uses operational logs and trip records to support handover between dispatchers and drivers.

Best for: Fits when a mid-size taxi fleet needs end-of-shift billing, settlement, and driver payout splits tied to completed trips.

#9

TaxiBooks

vertical specialist

Cloud taxi accounting software for UK taxi drivers and small taxi firms.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Receipt-focused billing workflows that convert recorded charges into driver- and fleet-ready documents.

TaxiBooks is a UK taxi billing system aimed at turning trip logs into invoice-ready records for fleet and owner-operator workflows. It focuses on billing outputs such as fare calculation records, receipts, and payout-ready reporting instead of dispatch-style operations.

Pros
  • +Clear billing workflow from trips to invoice-style records
  • +Document generation supports repeatable receipts and charge breakdowns
  • +Driver and vehicle administration fits day-to-day fleet changes
  • +Reports are oriented around settlement and payout preparation
Cons
  • –Limited evidence of dispatch API depth for automated load and status updates
  • –Meter-to-billing integrations are not positioned for pulse counting reconciliation
  • –Card terminal integration and receipt protocols are not described as configurable modules
  • –Advanced multi-currency settlement and fare tariff import are not surfaced as primary capabilities
Use scenarios
  • Owner-operators running weekly settlements

    Convert trip logs into payout records

    Faster weekly driver settlements

  • Small fleet admin managing charge lines

    Standardize fares and receipt outputs

    Fewer manual corrections

Show 2 more scenarios
  • Accounts teams reconciling trips to invoices

    Generate documents from recurring fare steps

    Consistent reconciliation documentation

    Automates recurring fare and document creation so reconciliations follow the same structure.

  • Operators needing audit-ready trip history

    Maintain traceable fare and receipt trail

    Cleaner audit trail

    Creates record sets that link trip details to receipts and payout reporting for audits.

Best for: Fits when fleets need repeatable billing records and settlement reporting with minimal system integration work.

Conclusion

After evaluating 9 taxi billing software, TaxiCaller stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
TaxiCaller

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Taxi Billing Software

Which taxi billing tools provide integration paths for dispatch, meter, or payment data?
CabStartup provides an API and data exchange points for connecting operational sources and billing outputs. Infinite Cab supports tariff table imports, while iCabbi connects dispatch inputs with payment and receipt channels.
How do taxi billing systems turn completed trips into shift settlements?
Gazoop converts trip events into invoice line items and settlement outputs linked to receipts and driver payout splits. TaxiCaller and Autocab carry ride totals into end-of-shift settlement views, with Autocab also supporting billing corrections before payout.
Which tools support controlled billing corrections and administrative oversight?
Sherlock Taxi combines role-based access with reconciliation controls for corrected rides. Cab Treasure records changes to billing-critical configuration and provides audit trails that connect captured ride inputs with settlement outputs.
When does a receipt-focused system suit a fleet better than dispatch-connected billing software?
TaxiBooks suits fleets that already record trips and need consistent receipts, charge lines, and payout-ready reports without deep dispatch integration. CabStartup and iCabbi suit operations that need billing to connect directly with ride events, dispatch inputs, or payment channels.
What breaks if meter or card data reaches the billing system incomplete?
Yelowsoft depends on upstream meter and card feeds because missing inputs can distort fare calculations and reconciliation records. Cab Treasure can trace totals to captured ride data, while Gazoop links receipt line items with reconciliation outputs for identifying settlement differences.
How should a fleet prepare trip, tariff, and driver data for migration into taxi billing software?
The migration should map trip fields, tariff rules, driver records, vehicle identifiers, and historical charge lines before importing live data. Infinite Cab accepts tariff table imports, while TaxiBooks organizes recorded charges into billing documents and CabStartup can connect structured records through its API.
What is the tradeoff between API extensibility and ready-made taxi billing workflows?
CabStartup provides API and data exchange points for fleets that need custom connections, but those integrations require field mapping and workflow maintenance. Gazoop and Autocab provide more defined trip-to-settlement workflows, which reduces custom development but limits the process to their available operational configuration.
What security and compliance controls should buyers check before connecting taxi billing data?
Administrative controls should include role-based permissions, correction records, and audit logs for fare and settlement changes. Sherlock Taxi identifies role-based access and reconciliation controls, while Cab Treasure provides operational audit trails; the supplied product details do not identify SSO support for either tool.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Taxi Billing Software

Taxi billing options mostly diverge in how they handle real trip data end to end: fare rules, how updates flow from the meter, and how cleanly the system turns trips into invoices and reports. We focus on integration and automation depth through labels like meter integration and invoice workflow, plus the controls behind them like RBAC and audit log.

Meter integration and fare rule alignment

Why it matters

When meter integration and fare rule alignment match your vehicles, billing errors drop and staff stop doing manual corrections. If it differs, you spend time fixing totals and disputes.

How to check

Ask for a demo using one real fare profile (base, per-unit rate, waiting time, and minimum/rounding rules if you use them). Verify the product can pull meter values you operate (or accept meter exports) and that the billed amounts reproduce the meter outputs consistently.

Dispatch-to-billing workflow coverage

Why it matters

The dispatch-to-billing workflow coverage decides whether trips arrive with the right statuses, vehicle, and timestamps. Missing steps lead to re-entry and late invoices.

How to check

Request a walkthrough from trip creation through billing approval and invoicing. Watch how the system handles common updates like trip corrections and cancellations, and confirm which statuses trigger billing or hold states.

Invoice workflow and document outputs

Why it matters

Invoice workflow and document outputs determine whether you can produce what your customers expect without workarounds. If outputs are limited, you’ll export messy data instead.

How to check

In the demo, generate an invoice from two trips: one settled normally and one corrected. Confirm you can edit line items, apply adjustments/discounts, and output consistent documents (PDF or print-ready templates) with clear reference fields.

Data model for trips, vehicles, and drivers

Why it matters

A data model for trips, vehicles, and drivers affects reporting accuracy and how billing logic stays consistent. Weak structure often forces manual spreadsheets and repeated reconciliations.

How to check

Ask for sample imports and show how the system stores trip attributes, fare components, driver/vehicle identifiers, and notes/adjustments. Then run a report that filters by driver, vehicle, and date range and confirm the totals match the displayed trip list.

API and automation for billing updates

Why it matters

API and automation for billing updates matters when you want fewer manual steps and faster corrections. Without it, every change becomes a manual re-billing cycle.

How to check

Ask whether the system has an API (or documented exports) for creating trips, pushing fare components, and triggering invoice regeneration. In the demo, request a “change after creation” scenario and confirm how quickly invoices reflect the update.

RBAC roles and audit log visibility

Why it matters

RBAC roles and audit log visibility keep billing corrections accountable. If permissions or history are unclear, disputes become harder to resolve.

How to check

Request at least three roles (e.g., operator, billing approver, viewer) and try actions that adjust fare totals and approve invoices. Confirm you can view who changed what, when, and which values were modified.

Red flags

  • Billing totals do not reproduce meter outputs in the demo
  • Trips require manual re-entry after dispatch updates
  • Corrections lack a clear audit trail tied to invoice lines

Fit by situation

  • If you depend on meter values to avoid disputes, prioritize Meter integration and fare rule alignment.
  • If your dispatch team makes frequent trip changes, prioritize Dispatch-to-billing workflow coverage.
  • If multiple staff correct and approve invoices, prioritize RBAC roles and audit log visibility.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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