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Top 10 Best Incredible Software of 2026

GITNUXSOFTWARE REVIEW

General Knowledge

Top 10 Best Incredible Software of 2026

Compare incredible software options for planning, design, and databases, with tradeoffs that help teams shortlist the right fit.

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

This comparison targets analysts and operators choosing software for work execution, content production, and customer-facing workflows. Decision tradeoffs center on data models, integration and API depth, automation throughput, and governance features like RBAC and audit logs that affect provisioning, handoffs, and change control.

monday.com is the best pick for teams that need configurable visual workflows plus automation that reacts to specific field changes and keeps other updates in sync, whereas Airtable is a great alternative for API-driven teams that want relational linking while staying spreadsheet-like with record-level triggers.

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

monday.com

Automation that reacts to specific board field changes and updates other fields across items.

Best for: Fits when teams need configurable visual workflows plus automations tied to field changes.

2

Canva

Editor pick

Brand Kit applies approved colors, fonts, logos, and templates across team designs.

Best for: Fits when marketing teams need rapid, brand-controlled content creation across campaigns, presentations, social channels, and video.

3

Airtable

Editor pick

Scripting in-line for base records pairs with trigger-based automations for record-level workflow logic.

Best for: Fits when teams need relational work tracking with API access and automated record workflows.

Comparison Table

1
monday.comBest overall
SMB
9.3/10
Overall
2
8.9/10
Overall
3
API-first
8.6/10
Overall
4
enterprise
8.3/10
Overall
5
8.0/10
Overall
6
vertical specialist
7.9/10
Overall
7
specialist
7.6/10
Overall
8
emerging
7.0/10
Overall
9
API-first
6.9/10
Overall
10
specialist
6.6/10
Overall
#1

monday.com

SMB

monday.com provides configurable work management boards, dashboards, and automations.

9.3/10
Overall
Features9.3/10
Ease of Use9.1/10
Value9.5/10
Standout feature

Automation that reacts to specific board field changes and updates other fields across items.

monday.com turns structured work intake into configurable boards for tracking tasks, owners, deadlines, and statuses across teams. Built-in automation rules can trigger updates, assign work, and send notifications based on field changes to reduce manual coordination.

Views, dashboards, and reporting help translate board data into progress summaries for program-level steering. Integration options and an API enable connecting monday.com workflows to external systems for handoffs and synchronized status.

Pros
  • +Configurable boards support complex tracking without building custom apps
  • +Automation rules can update fields and drive assignments from events
  • +Dashboards and reporting convert board data into leadership views
  • +API and webhooks support external workflow synchronization
Cons
  • –Advanced governance and reporting patterns need careful workspace design
  • –Large board setups can become slower to navigate with many dependencies
  • –Some workflow requirements may require Marketplace apps for coverage
  • –Granular audit and audit-ready workflows can require extra configuration
Use scenarios
  • Organizational change managers

    Track change initiatives and stakeholder signals

    Faster coordination across change teams

  • Operations and shared services

    Coordinate approvals, handoffs, recurring work

    Fewer manual handoffs

Show 2 more scenarios
  • Project managers and PMO leads

    Roll up portfolio milestones to dashboards

    Cross-project visibility for steering

    Dashboard views consolidate timelines and work states from multiple projects into one steering summary.

  • Scrum product owners

    Manage sprints, backlogs, completion rules

    Clear sprint progress tracking

    Configurable sprint boards show owners, stages, and progress signals tied to structured item updates.

Best for: Fits when teams need configurable visual workflows plus automations tied to field changes.

#2

Canva

SMB

Canva provides browser-based tools for presentations, graphics, documents, and social content.

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

Brand Kit applies approved colors, fonts, logos, and templates across team designs.

Marketing teams can centralize approved logos, fonts, colors, templates, and content in Brand Kit and Brand Hub. Magic Studio adds background removal, image generation, resizing, translation, and copy assistance inside the editor. The Canva Apps Marketplace connects services such as Google Drive, Dropbox, Slack, and Microsoft products.

The editor favors speed over advanced layout precision, so complex vector illustration and publication workflows remain better suited to dedicated design applications. A social team can create campaign variants quickly, apply brand rules, schedule content, and hand approved assets to stakeholders without switching between separate design and presentation tools.

Pros
  • +Brand Kit applies approved logos, fonts, colors, and templates across team designs.
  • +Magic Studio provides background removal, image generation, resizing, translation, and copy assistance.
  • +One editor supports presentations, video, websites, documents, whiteboards, and social graphics.
  • +Canva Connect APIs and marketplace apps extend asset and content workflows.
Cons
  • –Advanced vector illustration and typography controls trail dedicated professional design applications.
  • –AI-generated images and copy require human review for accuracy and brand consistency.
  • –Large workspaces need careful folder, permission, and template governance.
  • –Some specialized production features depend on external applications or export workflows.
Use scenarios
  • Marketing and content teams

    Producing campaign asset variations

    Faster campaign production

  • Sales enablement teams

    Building branded sales presentations

    Consistent sales collateral

Show 2 more scenarios
  • Small nonprofit organizations

    Creating donor communications

    More output with fewer tools

    Small teams produce event flyers, fundraising videos, social posts, and newsletters from shared brand assets.

  • Social media managers

    Scheduling multi-channel content

    Coordinated publishing

    Managers design platform-specific variants, organize campaign assets, and schedule posts through Canva's content planning features.

Best for: Fits when marketing teams need rapid, brand-controlled content creation across campaigns, presentations, social channels, and video.

#3

Airtable

API-first

Airtable combines relational data with spreadsheet-style interfaces and workflow automation.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Scripting in-line for base records pairs with trigger-based automations for record-level workflow logic.

Airtable turns spreadsheets into relational, multi-view workspaces where rows, linked fields, and custom interfaces stay connected across teams. Core capabilities include dynamic base building with field types, views like grid and calendar, and scripting plus automations that trigger on record changes.

The platform also exposes an extensible integration surface through REST API access, webhooks, and App/Extension building so external systems can read and write structured records. For governance, it provides workspace-level roles and audit visibility for administrative actions.

Pros
  • +Relational linking across tables keeps data normalized while still spreadsheet-like
  • +Multiple views per base let teams run planning in calendar, Kanban, and grid layouts
  • +REST API and webhooks support bidirectional sync with external tools
  • +Record change automations reduce manual updates across connected workflows
Cons
  • –Advanced governance for large orgs can require careful role design and process
  • –Scripting and extensions add flexibility but increase maintenance complexity
  • –Complex permissioning across many bases can slow rollout for larger programs
  • –High-volume automation can hit practical throughput limits without design changes
Use scenarios
  • Video production coordinators

    Track shots, approvals, and asset handoffs

    Centralized production status visibility

  • Research analysts

    Manage studies and linked evidence

    Traceable evidence tracking

Show 2 more scenarios
  • Operations planning managers

    Plan work orders with capacity assumptions

    Shared plan with clear handoffs

    Coordinate demand inputs, owners, approvals, and dates through connected tables and operational views.

  • Project managers

    Run multi-view task and workflow updates

    Contextual task visibility

    Use Kanban, grid, calendar, and timeline views to maintain ownership and workflow status across teams.

Best for: Fits when teams need relational work tracking with API access and automated record workflows.

#4

Asana

enterprise

Asana manages projects, tasks, timelines, goals, and team workloads.

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

Rules automation with condition-based triggers updates fields, assigns owners, and creates follow-on work without custom code.

Asana combines project tracking, team communication, and structured workflows into a single work-management surface. Its core strength is configurable workflow automation through rules, plus durable task and project reporting that supports planning across teams.

Pros
  • +Rules-driven workflow automation reduces manual status updates across projects
  • +Portfolios and project reporting provide multi-team visibility without exporting spreadsheets
  • +REST API and webhooks support custom automation and integration with internal tools
  • +Native dependency links help teams plan and surface critical-path bottlenecks
Cons
  • –Advanced governance often requires active admin practices for large org rollouts
  • –Workflow customization can become complex when many teams reuse the same templates
  • –Some development lifecycle workflows rely on integrations rather than built-in testing modules
  • –Cross-system reporting frequently needs custom fields and mapping to stay consistent
Use scenarios
  • Innovation and program managers

    Stage-gate workflow for portfolio initiatives

    Clear ownership and next steps

  • Creative operations and production

    Brief to approval revision cycles

    Delivery status across handoffs

Show 2 more scenarios
  • Marketing and launch coordinators

    Cross-team campaign deliverables approvals

    Milestones aligned for execution

    Track launch tasks and approvals across teams using milestones and coordinated handoffs.

  • Project managers and delivery teams

    Timeline planning with task dependencies

    Schedule reflects current progress

    Plan task dates, dependencies, and milestones while monitoring task-level progress.

Best for: Fits when teams need configurable project workflows with strong reporting and integration via API.

#5

ClickUp

SMB

ClickUp combines tasks, documents, goals, dashboards, and collaboration features.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

ClickUp Automations with trigger and action rules for tasks, statuses, and assignees across spaces and projects.

ClickUp fits teams that need one work management surface for tasks, timelines, and reporting across multiple departments. It supports configurable workflows with status rules, custom fields, dashboards, and recurring automations tied to task and space events.

Pros
  • +Automation triggers on task events reduce manual status updates
  • +Multiple view types support planning, tracking, and timeline reporting
  • +Custom fields and templates help standardize intake across teams
  • +API and webhooks support bi-directional integration with external systems
Cons
  • –Workflow configuration gets complex without a defined governance model
  • –Advanced reporting relies on disciplined field usage
  • –Granular permission setups can be time-consuming for large orgs
  • –Some DevOps-adjacent workflows depend on integrations rather than natives
Use scenarios
  • Department managers and team leads

    Connect goals to milestones and dashboards

    Faster goal execution visibility

  • Marketing operations campaign teams

    Run editorial and approval workflow planning

    More consistent handoff tracking

Show 2 more scenarios
  • Process owners and operations teams

    Standardize intake, review, delivery cycles

    More consistent operating pattern

    Use templates, custom fields, recurring tasks, and automation rules to structure repeatable work.

  • Operations managers and service teams

    Plan recurring schedules with dependencies

    Execution plans stay synchronized

    Coordinate recurring tasks with calendars, dependencies, assignments, and timeline views for live updates.

Best for: Fits when teams need configurable issue tracking and cross-team reporting without losing view flexibility.

#6

Shopify

vertical specialist

Shopify provides storefronts, checkout, payments, inventory, and commerce management.

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

Shopify Flow automates commerce actions using triggers from inventory, orders, and customer events without custom middleware.

Shopify centers commerce operations around storefront, checkout, and catalog workflows, which creates a tighter end-to-end path than most general web builders. It integrates marketing channels, payments, and fulfillment using app-based extensibility plus core webhooks and REST Admin API endpoints.

Pros
  • +Admin tools handle storefront, orders, and customers in one operational workspace
  • +Webhook events plus REST Admin API support real-time syncing to external systems
  • +Shopify Flow provides multi-step automation without building a custom service
  • +Staff RBAC limits access to sensitive orders, customers, and settings
Cons
  • –Custom app work adds operational overhead for hosting, monitoring, and release cycles
  • –Some advanced integrations rely on app installs rather than first-party admin configuration
  • –Data interchange is oriented around commerce entities, not generic software engineering objects
  • –Throughput limits on API calls can constrain high-frequency inventory and order polling
Use scenarios
  • Operations and fulfillment teams

    Process shipments, labels, and status updates

    Coordinated fulfillment operations

  • Commerce operations automation teams

    Trigger conditional rules across orders

    Fewer manual operations

Show 2 more scenarios
  • Systems integrators

    Sync inventory, orders, and customers

    Automated data synchronization

    Connects external tools using APIs, webhooks, and app extensibility.

  • Brands building custom storefronts

    Develop tailored front end on platform

    Tailored storefront with managed commerce

    Builds custom storefront experiences while retaining managed catalog, checkout, and admin operations.

Best for: Fits when teams need commerce-grade automation, webhook-driven integrations, and fast admin control without custom storefront engineering.

#7

Figma

specialist

Figma supports collaborative interface design, prototyping, and design systems.

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

Webhooks plus the REST API let teams trigger external sync and validations when designs change.

Figma turns interface design into shared work by keeping components, styles, and comments in a browser-first document model. Teams can build design systems with reusable variables and manage handoff through design specs and inspectable tokens.

Pros
  • +Component reuse and variant management keep design systems consistent
  • +Live multi-user editing reduces review cycles and stale assets
  • +Inspectable design tokens support closer alignment with engineering implementation
  • +REST API and webhooks enable automated asset pipelines
Cons
  • –Large prototypes and dense files can slow navigation and editing
  • –Asset export still requires manual decisions for some engineering workflows
  • –Complex permission setups can be confusing across nested teams and projects
  • –Some automation tasks need external tooling despite API coverage
Use scenarios
  • Product design teams

    Collaborate on UI screens and components

    Faster design iteration

  • Design system owners

    Maintain tokens and reusable component libraries

    Consistent cross-team UI

Show 2 more scenarios
  • Product managers and reviewers

    Review concepts using comments and specs

    Clear approval decisions

    Stakeholders leave structured feedback on specific frames and track changes through activity history.

  • Frontend engineering teams

    Sync Figma assets via APIs

    Reduced handoff friction

    Engineering workflows use REST APIs and webhooks to validate or update assets without manual exports.

Best for: Fits when product teams need browser-native design collaboration and API-driven handoff to engineering.

#8

ChatGPT

emerging

ChatGPT provides conversational assistance for writing, analysis, coding, and research tasks.

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

Custom GPTs combine tailored instructions, knowledge files, tools, and Actions into reusable specialized assistants.

ChatGPT covers research, drafting, summarization, coding assistance, spreadsheet analysis, and image generation in one interface. Projects preserve shared context across related conversations, while memory can retain selected user preferences. Custom GPTs add fixed instructions, uploaded knowledge, tools, and Actions for repeatable tasks.

Pros
  • +File uploads support document, spreadsheet, image, and data-analysis workflows
  • +Custom GPTs package instructions, knowledge files, tools, and reusable behavior
  • +Projects organize persistent context for long-running work
  • +Canvas provides side-by-side editing for documents and code
Cons
  • –Generated answers can sound confident when evidence is incomplete
  • –Custom GPT behavior depends heavily on instruction and file quality
  • –Long tasks can encounter context or tool-use limits
  • –Advanced workspace administration varies across account configurations
Use scenarios
  • Internal operations teams

    Standardizing recurring employee questions

    More consistent internal responses

  • Marketing content teams

    Drafting campaign materials from briefs

    Faster content iteration

Show 2 more scenarios
  • Data analysts

    Interpreting uploaded business files

    Quicker initial analysis

    ChatGPT inspects spreadsheets, summarizes patterns, generates charts, and explains findings in plain language.

  • Software development teams

    Reviewing and explaining code

    Shorter debugging cycles

    ChatGPT explains unfamiliar code, proposes tests, diagnoses errors, and drafts implementation approaches.

Best for: Fits when teams need one assistant for research, drafting, analysis, coding, and repeatable internal workflows.

#9

Zapier

API-first

Zapier connects business applications through no-code automated workflows.

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

Zapier’s multi-step Zaps combine branching Paths, Filters, Formatter steps, and Webhooks in one visual workflow.

Zapier connects applications such as Salesforce, HubSpot, Slack, Gmail, Shopify, and hundreds of other services through a visual workflow editor. Branching Paths, conditional Filters, Formatter steps, delays, and field mapping handle workflows that exceed simple one-trigger automations. Shared app connections, folders, ownership transfers, and activity histories give administrators practical control over team automation.

Pros
  • +Multi-step Zaps support filters, paths, delays, and field transformations.
  • +Thousands of app connectors cover CRM, marketing, support, finance, and collaboration workflows.
  • +Interfaces and Tables extend automation into lightweight forms and structured records.
  • +Team folders and shared app connections support centralized administration.
Cons
  • –Connector behavior varies, with some apps exposing fewer triggers or actions than their native interfaces.
  • –High-volume workflows require task monitoring and careful rate-limit planning.
  • –Granular role controls are less consistent across individual app connections.
  • –Interfaces and Tables remain lighter than dedicated form and database products.
Use scenarios
  • Revenue operations teams

    Route and enrich inbound leads

    Faster lead assignment

  • Customer support teams

    Coordinate ticket escalation

    Consistent escalation handling

Show 2 more scenarios
  • Ecommerce operations teams

    Synchronize order notifications

    Fewer manual updates

    Order events can update spreadsheets, notify fulfillment channels, and trigger customer communications.

  • Agency account teams

    Standardize client onboarding

    Repeatable onboarding workflows

    Signed forms can create project spaces, assign tasks, send welcome messages, and store client details.

Best for: Fits when teams need cross-application automation without maintaining custom integration code.

#10

1Password

specialist

1Password stores credentials, passkeys, secure notes, and team access policies.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Admin console audit reporting tied to vault and team activity for access governance and incident review.

1Password is a password manager with tight browser and app integrations that reduce credential and secret handling across devices. It provides a centralized vault model for passwords, documents, and secure notes, plus sharing controls for teams that need consistent access.

Pros
  • +Strong browser and app autofill that supports consistent login and form fill
  • +Granular sharing controls for vault items and team access
  • +Admin provisioning and configuration for centralized account management
  • +Audit visibility for security-relevant vault and workspace actions
Cons
  • –Advanced administration requires careful setup of policies and sharing rules
  • –Automation options rely on its supported integration paths rather than full custom workflows
  • –Secret storage features may not cover every developer credential format without workarounds
  • –Power-user organization features add complexity for small teams
Use scenarios
  • Remote engineering teams

    Share access to services securely

    Fewer secret leaks and faster onboarding

  • IT administrators

    Provision accounts and manage access

    Consistent access management at scale

Show 2 more scenarios
  • Security and compliance leads

    Review vault activity and events

    Improved audit readiness and oversight

    Activity visibility helps track access to passwords and documents for security reviews.

  • Frequent travelers

    Access credentials across devices

    More reliable sign-ins on the go

    Cross-device sync and app support reduce the need to store secrets on personal devices.

Best for: Fits when teams need governed credential sharing with strong client integrations and audit visibility.

Conclusion

After evaluating 10 incredible software, monday.com 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
monday.com

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 Incredible Software

How does Zapier automation compare with Asana Rules automation for multi-step workflows?
Zapier uses multi-step Zaps with Paths, Filters, Formatter steps, and Webhooks to orchestrate cross-app actions. Asana Rules triggers updates, assigns owners, and creates follow-on work inside projects using condition-based rules without custom code.
Which tool handles API-driven synchronization between design assets and engineering workflows?
Figma supports a REST API and webhooks so external workflows can sync or validate assets when designs change. This keeps handoff tied to component and style updates rather than relying on manual exports.
How do ClickUp and monday.com differ when automations react to field or status changes?
monday.com automation can trigger based on specific board field changes and then update other fields across items. ClickUp Automations trigger on task and space events, including status transitions and assignee changes, with reporting rollups across workspaces.
What tradeoff appears when using ChatGPT for recurring internal workflows instead of custom GPT Actions with external systems?
ChatGPT Projects keep related chats, files, and instructions together for repeatable work, which reduces setup overhead. Custom GPT Actions connect to external services, but they require defining action behavior so external side effects match internal processes.
When does Airtable become a better fit than a pure task tracker for operational reporting?
Airtable models work as relational rows with linked fields and multiple views like calendar and grid. That structure supports record-level workflows with scripting and automations when reporting depends on linked data rather than single task status.
Where does Shopify Flow fall short compared with Zapier when connecting commerce events to tools outside the commerce stack?
Shopify Flow automates commerce actions from inventory, order, and customer events without custom middleware. Zapier can connect those events to a wider connector catalog using Webhooks, Filters, and multi-step branching across unrelated SaaS systems.
Which admin controls are strongest for governed access and audit visibility in 1Password?
1Password includes an admin console that ties audit reporting to vault and workspace activity for access governance and incident review. It also supports account provisioning plus group and access configuration to enforce consistent credential sharing.
How does data migration typically work when moving structured records into Airtable or monday.com from spreadsheets?
Airtable imports structured data into base records so linked fields can preserve relationships across rows. monday.com can ingest spreadsheets into boards with item fields so dashboards and reporting can reflect the incoming data model.
What breaks if an organization relies on webhook-only integrations instead of using documented REST APIs for workflow updates?
With Asana and Shopify, webhook signals often notify systems of changes, but stateful updates still benefit from documented REST API endpoints for retrieving and updating fields consistently. Airtable also uses an integration surface that includes REST API access and webhooks, so webhook-only flows can miss required backfills and validations.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Incredible Software

We see big differences in what makes day-to-day work feel “incredible” versus merely acceptable—mainly around how well the tool keeps updates organized, how it exposes its automation and data via APIs, and how reliably it handles real imports/exports. If you compare with data import/export and integration depth in mind, you’ll avoid demos that look good but don’t hold up after you connect your workflow.

Import/export formats and mapping quality

Why it matters

This label matters because incredible software usually survives messy source data without losing meaning. If mapping is unclear, your outputs become hard to audit and expensive to redo.

How to check

Ask for a live import using a sample export you already have (CSV, spreadsheet, or report). Then export the result back out and confirm column mapping, field types, and whether manual edits stay intact.

Automation workflows and schedules

Why it matters

Automation underpins incredible software because it reduces repeated clicking and keeps tasks consistent. When schedules and triggers are limited, teams end up building workarounds.

How to check

In the demo, request a scheduled run and a trigger run (for example, after a file is uploaded). Confirm what happens on failure and whether the run history is visible and searchable.

Integration depth through documented endpoints

Why it matters

This label matters because incredible software fits existing tools through an API you can trust, not just UI actions. If the endpoints are shallow, you can’t automate the workflows you actually need.

How to check

Ask to view the API docs and example requests for the objects you’ll use daily. Then test one endpoint (or webhook-like callback) in a sandbox and verify response fields match the UI.

Audit log for changes and actions

Why it matters

An audit trace is what makes incredible software defensible when something changes. Without a clear trail, teams can’t reproduce what happened or why a record looks different today.

How to check

Make a small change to a record and confirm whether the audit log captures the actor, timestamp, and specific fields changed. Ask whether the log is exportable and how long it’s retained.

Update history and rollback behavior

Why it matters

Update history and rollback behavior separate incredible software from tools that feel fragile after fixes. When updates break workflows, you need fast ways to recover confidently.

How to check

Request a changelog view and ask what artifacts can be restored (records, templates, configurations). Then run a controlled experiment: change a configuration, revert it, and confirm the old behavior returns.

Red flags

  • Exports don’t preserve mappings back to your original structure
  • Automation runs show no clear failure reason or searchable history
  • API responses don’t match what the UI displays

Fit by situation

  • If you already have spreadsheets or reports to move in, prioritize import/export formats and mapping quality.
  • If your team repeats the same steps weekly, prioritize automation workflows and schedules.
  • If you need to connect multiple tools without manual steps, prioritize integration depth through documented endpoints.
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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