Commissioned Research
Top 10 Best Poultry Flock Management Software of 2026

GITNUXSOFTWARE REVIEW

Agriculture Farming

Top 10 Best Poultry Flock Management Software of 2026

Compare poultry flock management software tools for managing housing, feed, and health records, with tradeoffs for farm teams and budgets.

20 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

Search agents gather the source set and the review record, including transcriptions of 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 our reviews. Editorial policy

Poultry flock management software supports farm teams that need structured flock records, house-level performance tracking, and repeatable workflows for production planning. This comparison helps evaluators weigh data model design, integration and automation options, and governance features like RBAC and audit logs when selecting a platform such as SmartSoft Poultry for day-to-day control.

PoultryPlan is the best choice for mid-size poultry operations that need dependable, cycle-linked flock walk and treatment records because daily entries stay attached to the active flock context for traceable, batch-ready reporting, while Agrivi Poultry Farm Management fits teams wanting the same cycle traceability across houses with tight cohesion between treatments and withdrawal tracking.

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

PoultryPlan

Daily flock walk capture is linked to flock cycle context for traceable, batch-ready reporting.

Best for: Fits when mid-size poultry operations need cycle-based records with dependable traceability.

2

SmartSoft Poultry

Editor pick

Flock cycle context ties health, cull, and daily observation entries to the correct house automatically.

Best for: Fits when farms need consistent flock record workflows and CSV outputs without custom integrations.

3

Agrivi Poultry Farm Management

Editor pick

Treatment entries are anchored to the active flock cycle, which keeps withdrawal tracking connected to cohort age.

Best for: Fits when teams need flock-cycle traceability across houses with consistent daily field recording.

Comparison Table

1
PoultryPlanBest overall
vertical specialist
9.2/10
Overall
2
vertical specialist
8.9/10
Overall
3
8.8/10
Overall
4
8.5/10
Overall
5
vertical specialist
8.2/10
Overall
6
vertical specialist
7.9/10
Overall
7
7.4/10
Overall
8
enterprise
7.1/10
Overall
9
6.9/10
Overall
10
6.7/10
Overall
#1

PoultryPlan

vertical specialist

Farm management software for poultry production records, planning, and performance monitoring.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

Daily flock walk capture is linked to flock cycle context for traceable, batch-ready reporting.

PoultryPlan supports day-to-day flock walk capture tied to house and flock cycle details, with records organized by batch and age cohort. It tracks vaccination and medication events alongside standard performance entries such as mortality and body weight sampling.

The workflow is built around maintaining a consistent bird placement record and rolling the data forward across the flock cycle. Admin controls focus on managing access and keeping records structured for later reporting.

Pros
  • +Flock walk logging stays connected to the active cycle and house assignment.
  • +Vaccination and medication records include structured dates for traceability.
  • +Body weight sampling supports uniformity-focused reviews during the cycle.
  • +CSV export supports migration and offline analysis without manual retyping.
Cons
  • –Automation coverage is limited compared with tools that run multi-step rules.
  • –Advanced governance like granular RBAC and audit log controls need deliberate setup.
Use scenarios
  • Farm staff and flock managers

    Log daily barn outcomes by flock

    Operational history stays consistent

  • Broiler farm managers

    Compile cycle closeout records

    Cycle outcomes are centralized

Show 2 more scenarios
  • Layer farm and egg teams

    Link egg lots to flock events

    Lot traceability becomes reviewable

    Teams associate egg handling or packing with the source flock and its treatment history.

  • Animal health teams and managers

    Review vaccination and medication timelines

    Health timelines stay separated

    Users record health actions in the relevant batch so timelines do not mix across groups.

Best for: Fits when mid-size poultry operations need cycle-based records with dependable traceability.

#2

SmartSoft Poultry

vertical specialist

Poultry flock management software covering breeding, hatchery, and grow-out operations.

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

Flock cycle context ties health, cull, and daily observation entries to the correct house automatically.

SmartSoft Poultry’s core work pattern is capture-first, where flock and event data stay linked to the relevant house and flock cycle. Daily entries such as flock walk notes and structured health events fit into a recurring routine rather than a one-off spreadsheet. Vaccination and medication records can be stored against the same flock context, which reduces the risk of orphaned event notes.

A tradeoff appears in extensibility and integration depth, since the available surface is centered on in-app configuration and CSV export rather than API-centric automation. SmartSoft Poultry fits when small-to-mid teams need consistent record-keeping and report generation across multiple houses without building custom integrations.

Pros
  • +Cycle-linked house tracking keeps events tied to the right flock period
  • +Daily flock walk capture supports consistent routines across houses
  • +Structured vaccination and medication record entry reduces note fragmentation
  • +CSV export supports practical reporting and spreadsheet handoff
Cons
  • –Limited API and automation surface for custom integrations and system-to-system sync
  • –Custom reporting requires more manual effort than fully automated analytics
Use scenarios
  • Farm managers

    Track flock cycle events by house

    Fewer mismatched event records

  • Veterinary staff

    Maintain medication and vaccination histories

    Auditable treatment continuity

Show 1 more scenario
  • Operations coordinators

    Export records for reporting

    Faster monthly reporting

    Use CSV export to move flock and event data into reporting tools and internal dashboards.

Best for: Fits when farms need consistent flock record workflows and CSV outputs without custom integrations.

#3

Agrivi Poultry Farm Management

SMB

Farm ERP with dedicated poultry module for flock tracking, feed, and financial analytics.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Treatment entries are anchored to the active flock cycle, which keeps withdrawal tracking connected to cohort age.

Agrivi Poultry Farm Management is built around flock-cycle structure, so teams can enter bird placement details and then carry those records forward as the flock ages. Mortality and cull actions are captured against the active flock so reports stay tied to a defined cohort timeline. Vaccination and medication entries map to the same cycle context, which reduces confusion when multiple houses run different ages.

A key tradeoff is that the configuration and record discipline must match the way a farm runs flock cohorts, since the workflow assumes consistent cycle boundaries per house. Agrivi fits operations that need frequent field entry, such as staff completing daily flock walk notes and periodically recording body weight sampling and uniformity checks.

Pros
  • +Flock-cycle context keeps mortality and culls tied to the active cohort
  • +Medication and vaccination records stay linked to the same flock window
  • +Daily flock walk capture supports consistent field-to-report flow
  • +Cohort-focused reporting reduces manual reconciliation between houses
Cons
  • –Automation depends on disciplined setup of houses and cycle dates
  • –Extensibility is limited for farms needing custom data fields and forms
  • –Advanced analytics for FCR and feed intake require consistent data capture inputs
  • –Export formatting can require extra cleanup for multi-system integrations
Use scenarios
  • Farm operations managers

    House-by-house cycle record control

    Cleaner handoffs between cycles

  • Veterinary and health teams

    Medication and vaccination documentation

    Fewer documentation mismatches

Show 1 more scenario
  • Farm data coordinators

    Routine field entries into reports

    Less spreadsheet rework

    Teams record flock walks and periodic samples so reports reflect current cohort status.

Best for: Fits when teams need flock-cycle traceability across houses with consistent daily field recording.

#4

Poultry Management by Big Dutchman

vertical specialist

Flock and house management software integrated with Big Dutchman feeding and climate equipment.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Withdrawal-period tracking connected to medication and treatment event entries.

Poultry Management organizes daily flock activity around the flock and batch context so teams can record key events without re-keying dates across multiple screens. Core workflows include flock cycle management, inventory and placement tracking for house assignments, and mortality and cull entries linked to the same cycle timeline. Medication and vaccination records are maintained as structured events, with withdrawal-period tracking that reduces the risk of missing end dates.

Pros
  • +Flock-cycle oriented event capture keeps mortality and culls tied to the right house
  • +Medication and vaccination event records support withdrawal-period tracking
  • +Structured workflows reduce duplicate data entry across daily monitoring tasks
  • +Supervisory visibility supports consistent execution across multiple flock cycles
Cons
  • –Strict setup of flock and event configurations is required for clean reporting
  • –Advanced automation and API options may require additional integration work
  • –Data entry workflows can feel slower during high-frequency daily farm walks
Use scenarios
  • Operations supervisors

    Monitor medication compliance per flock

    Fewer missed withdrawal dates

  • Farm staff teams

    Record daily flock walk events

    More consistent daily records

Show 2 more scenarios
  • Quality and biosecurity leads

    Maintain vaccination history by batch

    Traceable vaccine timelines

    Store vaccination events so batch history is available for reviews and planning.

  • Farm managers

    Plan placements and cycle progress

    Cleaner placement and planning

    Manage bird movements and cycle timing within house and batch assignments.

Best for: Fits when multi-house teams need controlled flock recordkeeping across cycles with withdrawal tracking.

#5

Munters FarmConnect

vertical specialist

Cloud-based flock management platform for broiler and breeder data collection and analytics.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Environmental workflow integration links house sensor context to flock walk records for traceable daily actions.

Munters FarmConnect focuses on connecting flock operations to house conditions rather than treating flock data as a standalone spreadsheet replacement.

Pros
  • +House-level workflow ties environment readings to flock actions and notes
  • +Withdrawal-period tracking stays attached to medication and treatment events
  • +Flock cycle and bird placement history supports multi-barn continuity
  • +Flock walk capture improves audit trails for daily husbandry checks
Cons
  • –Best results depend on Munters environmental equipment and integrations
  • –Advanced cohort analytics like uniformity and egg metrics require consistent data entry
  • –API and extensibility details are less transparent than in automation-first competitors
  • –Role and governance controls are not as granular for multi-farm permissions
Use scenarios
  • Flock managers and operators

    Maintain bird placement continuity daily

    Daily records stay connected

  • Farm staff using Munters automation

    Reduce transcription from equipment data

    Less manual retyping required

Show 1 more scenario
  • Animal health coordinators

    Track medication withdrawal periods

    Withdrawal rules stay tied

    Medication capture paired with withdrawal-period tracking prevents treatment timing from being separated.

Best for: Fits when farms run Munters-controlled environments and need tighter day-to-day flock documentation.

#6

OPTIfarm

vertical specialist

Poultry farm management software for production monitoring, data capture, and operational control.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Daily flock walk recording stays mapped to the active flock cycle and its compliance timeline.

OPTIfarm is a poultry flock management system built around day-to-day operational records and end-to-end flock cycle tracking. It focuses on house and flock structure, bird placement records, and routine health and treatment documentation that support consistent batch-level reporting.

Pros
  • +Cycle-first workflow ties daily records to the correct flock batch
  • +House and flock structure supports consistent bird placement record keeping
  • +Event logging for health, mortality, and treatments stays linked to cycle history
  • +Cycle summaries reduce manual rollups across repeated operational events
Cons
  • –Environmental sensor and ventilation integrations need explicit setup planning
  • –Limited evidence of broad API extensibility for custom farm data pipelines
  • –Reporting flexibility depends on predefined cycle fields and templates
  • –Admin governance features like audit logging and granular RBAC are not prominent
Use scenarios
  • Farm operations staff

    Record flock walk health events

    Events remain batch-aligned

  • Flock cycle managers

    Review compliance timelines

    Compliance review becomes straightforward

Show 1 more scenario
  • Batch reporting teams

    Support consistent cycle-level summaries

    Cycle summaries stay consistent

    Users rely on house and flock structure to produce batch-level reporting without isolating daily events.

Best for: Fits when flock managers need structured daily records tied to flock cycle history and batch reporting.

#7

My Poultry Manager

SMB

Mobile and web poultry farm app for flock record-keeping, egg production tracking, broiler growth monitoring, and farm finance management.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Template-driven management entries for recurring flock walk and treatment documentation across a single flock lifecycle.

My Poultry Manager is a poultry flock management application focused on recording flock lifecycle data and converting that history into day-to-day operational visibility. Its core capabilities center on structured flock records, housing and placement tracking, and recurring health and management entries that support audit-ready recordkeeping workflows.

Pros
  • +Flock cycle recordkeeping stays centralized across placement to finish
  • +Daily management notes can be standardized with repeatable templates
  • +Exports support reporting workflows in external spreadsheets
  • +Health and treatment entries keep withdrawal-period context in one place
Cons
  • –Automation relies more on templates than workflow branching
  • –API and integration surface are not prominent in the product documentation
  • –Environmental sensor integration is limited compared with sensor-first vendors
  • –Advanced cohort analytics need more manual setup than expected
Use scenarios
  • Farm managers and auditors

    Maintain audit-ready lifecycle records

    Records support audits

  • Data teams for reporting

    Export flock history to other systems

    Reporting reuses app data

Show 1 more scenario
  • Farm staff doing recurring tasks

    Use templates for daily walk notes

    Daily logging becomes consistent

    Operators use repeatable record templates for common flock walk notes and treatment documentation.

Best for: Fits when farms need structured flock records, standardized daily notes, and clean exports for internal reporting.

#8

BirdTec

enterprise

Integrated poultry management ERP built on Frappe Framework with flock lifecycle tracking, FCR monitoring, egg valuation, and accounting integration.

7.1/10
Overall
Features7.1/10
Ease of Use7.0/10
Value7.2/10
Standout feature

Withdrawal-period tracking ties medication dates and recorded treatments to operational decision points during the flock cycle.

BirdTec is poultry flock management software that records bird placement and supports end-to-end flock cycle workflows across farms and houses. It focuses on practical operational logs such as flock walk notes and mortality and cull tracking, then rolls those into cycle-level reporting.

Pros
  • +Flock walk capture links daily observations to the active flock cycle
  • +Bird placement records support consistent age-based cohort tracking across houses
  • +Vaccination and medication logs connect treatments to withdrawal-period tracking
  • +CSV export supports offline reporting and batch reporting workflows
Cons
  • –Environmental sensor integration depends on specific integration paths rather than a generic connector
  • –Role and workflow governance needs setup discipline for shared farm administration
Use scenarios
  • Farm supervisors

    Track placements into cycle reporting

    Cycle reporting stays up to date

  • Poultry health coordinators

    Document treatments with withdrawal tracking

    Withdrawal timing is traceable

Show 1 more scenario
  • Integrations and automation teams

    Push daily data via API automation

    Less manual data entry

    Teams use API and automation features to push daily data from farm systems into flock records.

Best for: Fits when teams need cycle-based records and batch reporting for multiple houses across farms.

#9

EasePoultry

SMB

Cloud-based layer flock performance monitoring system tracking mortality, production percentage, feed per egg, and egg stock registers.

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

Event timeline tracking that ties vaccinations, medication, and mortality entries to the same flock records.

EasePoultry is a poultry flock management system focused on keeping structured flock records across a cycle and turning those records into daily operational context. The core workflow centers on bird and flock details plus practical tracking for events such as vaccinations, medication, and mortality handling.

Pros
  • +Cycle-based flock records keep operational history in one place
  • +Vaccination and medication tracking supports event-level traceability
  • +Mortality and cull capture align with downstream reporting needs
  • +House and batch organization reduces duplicate data entry
Cons
  • –Limited evidence of deep automation for repeated daily flock walk workflows
  • –External system integration and data exchange are not described as an API-first design
  • –Bulk updates for cohorts are not clearly documented for high-volume farms
  • –Advanced analytics like uniformity and egg mass calculations are not core-focused
Use scenarios
  • Farm operations teams

    Log vaccinations and medication events

    Health events stay organized

  • Barn and house management

    Organize farms by house and batch

    Batch recordkeeping stays clear

Show 1 more scenario
  • Management teams needing exports

    Export records for external review

    External review uses structured data

    Users export cycle records so reviews happen outside the system while keeping in-app tracking consistent.

Best for: Fits when farm teams need consistent flock recordkeeping for events and outcomes without heavy systems integration.

#10

Farmbrite

SMB

Farm management software supporting livestock records, task planning, inventory, and sales.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Biosecurity checklists are tied directly to flock cycle context for repeatable farm routine documentation.

Farmbrite centralizes daily poultry flock work around pen and house placement, then ties records back to each flock cycle. The system tracks bird counts through placement and moves, records mortality and culls, and manages vaccination and medication logs with withdrawal-period fields. Farmbrite also supports biosecurity checklists and exports flock records for reporting and audits, with configurable workflows for common farm events.

Pros
  • +Quick capture of daily flock walk notes by pen and house
  • +Flock cycle records keep placement, moves, and outcomes linked
  • +Medication logs include withdrawal-period tracking fields
  • +CSV export supports offline reporting and record reconciliation
Cons
  • –Limited depth for advanced uniformity analysis and cohort segmentation
  • –Sensor ingestion for temperature, humidity, and ammonia is not the core workflow
  • –Complex workflow changes require consistent admin setup to avoid data drift
  • –API access and integration documentation are not prominently surfaced
Use scenarios
  • Poultry farm managers and flock supervisors

    Track production and treatments by batch

    Traceability stays connected

  • Farm biosecurity coordinators

    Complete biosecurity checklists

    Biosecurity records stay linked

Show 1 more scenario
  • Compliance and audit teams

    Export records for reporting

    Audit packets are faster

    Teams export flock records built from configurable workflows for audits and reporting review.

Best for: Fits when teams need pen-level flock cycle records with daily walk documentation and exportable treatment histories.

Conclusion

After evaluating 10 poultry flock management software, PoultryPlan 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
PoultryPlan

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 Poultry Flock Management Software

How do SmartSoft Poultry and Farmbrite differ in linking daily observations to flock-cycle records?
SmartSoft Poultry ties mortality, culls, and daily observation entries to the correct house through flock-cycle context. Farmbrite ties pen and house placement work back to each flock cycle, then anchors vaccination and medication logs, withdrawal-period fields, and daily walk documentation to that same cycle.
Which tools support withdrawal-period tracking tied to medication and treatment events?
Poultry Management by Big Dutchman connects medication and treatment event entries to withdrawal-period tracking. Munters FarmConnect, Farmbrite, BirdTec, and EasePoultry also record medication or treatment data with withdrawal-period fields mapped to the active event and flock record.
When should a team choose Agrivi Poultry Farm Management over OPTIfarm for daily record workflows?
Agrivi Poultry Farm Management anchors treatment entries to the active flock cycle and keeps daily flock walk and sample-based observations consistent for age-based cohorts. OPTIfarm organizes daily flock walk inputs into cycle history so daily operational records become cycle-level compliance timelines and batch reporting.
What breaks if flock walk notes are entered without a mapped flock-cycle or house context?
EasePoultry keeps vaccinations, medication, and mortality entries tied to the same flock records, so missing mapping breaks the event timeline continuity. OPTIfarm and PoultryPlan both rely on structured placement and cohort context to keep daily walk inputs aligned with a flock cycle and batch-ready reporting, so uncategorized notes fragment compliance and reporting.
How do admin controls and multi-house governance differ between Poultry Management by Big Dutchman and My Poultry Manager?
Poultry Management by Big Dutchman emphasizes controlled data entry workflows where supervisors manage updates across multiple houses and cycles. My Poultry Manager focuses on record templates for recurring daily flock walk and treatment documentation, which standardizes inputs for internal teams that later export clean data.
Which tools are built for environmental sensor integration and automation workflows?
Munters FarmConnect integrates environmental workflow context so house sensor details map to flock walk records and daily actions. The other tools in this list focus on flock-cycle execution, daily recording, and exports, with integration depth varying by internal farm systems rather than sensor workflows.
How do data exports and downstream reuse workflows differ across SmartSoft Poultry and BirdTec?
SmartSoft Poultry supports CSV export for operational reporting and data handoff. BirdTec also rolls daily operational logs into cycle-level reporting and differentiates through API and automation depth for pushing daily data from farm systems into flock records.
What integration or API capability matters most for teams pushing daily data into flock records?
BirdTec targets teams that need to push daily data into flock records using API and automation depth. My Poultry Manager offers farm management information system integration for internal reuse, while SmartSoft Poultry focuses on CSV export and structured cycle record workflows rather than API-first pipelines.
How should teams handle initial data migration into these systems for existing bird and cycle records?
SmartSoft Poultry’s CSV export and structured entry screens support operational reporting handoff, which aligns with importing historical placement and record fields into cycle workflows. Farmbrite’s configurable event workflows and cycle context for biosecurity checklists help map existing treatment and withdrawal histories into repeatable flock-cycle documentation.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Poultry Flock Management Software

We find the real differences come from how well poultry flock management software keeps flock inventory and daily records consistent as birds move through houses and time. The biggest separation is usually whether flock cycle management rules, mortality recording, and withdrawal-period tracking are built into the workflow.

Import and update flock history cleanly

Why it matters

Import and update flock history cleanly prevents broken continuity between houses, cohorts, and past performance. If records don’t reconcile, later reports for cull tracking and livability-rate style summaries won’t match what you walked on the farm.

How to check

Ask to import a sample history file that includes multiple flocks and house transfers. Then update one row and confirm the totals and charts recompute correctly without manual patching.

Daily flock walk and event logging

Why it matters

Daily flock walk capture matters because it’s where reality gets entered, and it drives later summaries like uniformity analysis and intervention timing. If the tool forces generic notes, you lose usable traceability.

How to check

During a demo, place a walkthrough event (score or note) into two different flocks and days. Confirm it shows up in the right flock timeline and can be filtered by house and date.

Vaccination and treatment record control

Why it matters

Vaccination and treatment record control is essential for consistent biosecurity workflows and for tracing what happened to which flock. It also affects how people trust medication and treatment records when multiple staff contribute.

How to check

Request a demo scenario with both vaccination and a subsequent medication entry on the same flock. Check whether dates, products, and responsible user are stored, auditable, and retrievable by flock and batch.

Withdrawal periods drive flock status

Why it matters

Withdrawal-period tracking matters because it changes what a flock is eligible for operationally. If the tool only stores dates without status logic, staff still have to calculate eligibility themselves.

How to check

On a demo, enter a medication with a withdrawal period and then move the timeline forward. Confirm the system flags the status change automatically and records the rule used.

Breed and strain reporting over time

Why it matters

Breed and strain tracking helps explain performance changes without guessing. If breed fields are loose or don’t persist across transfers, your egg production tracking and hatchability tracking outputs won’t be decision-ready.

How to check

Ask to run a report that compares egg production and hatchability by breed/strain across multiple flocks. Verify you can change a classification and see how past reporting updates (or not) according to stated rules.

Export CSV that matches what you entered

Why it matters

Export CSV that matches what you entered matters when you reconcile with existing farm management workflows. If exports rename fields or drop critical dates, people stop trusting the system.

How to check

Request a sample export for mortality recording, cull tracking, and daily events for a date range. Then compare an exported row back to the original entry screen for accuracy and completeness.

Red flags

  • Reports change when we edit past entries, and no clear rule explains why.
  • Withdrawal-period dates don’t affect flock eligibility status automatically.
  • Exports omit key dates (like event or treatment dates) or mismatch what’s shown on-screen.

Fit by situation

  • If we regularly import prior flock histories and houses are transferred often, prioritize Import and update flock history cleanly.
  • If staff must log daily observations reliably across multiple flocks, prioritize Daily flock walk and event logging.
  • If we manage medications and must control eligibility outcomes, prioritize Withdrawal periods drive flock status.
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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