GITNUXSOFTWARE ADVICE
Construction InfrastructureTop 10 Best Pole Mapping Software of 2026
Ranked review of pole mapping software for utilities and GIS teams, with comparisons that include ArcGIS Survey123, Fulcrum, and O-Calc Pro.
How we ranked these tools
An editor sets the topic, the inclusion criteria, and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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ArcGIS Survey123 is the strongest fit for utilities that need enforced, GIS-ready pole survey capture with offline attachments and consistent condition records across field crews, whereas Fulcrum works best when you want standardized inspection data collection and clean exports into GIS and engineering workflows.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
ArcGIS Survey123
Offline-capable map-based survey forms that write directly to ArcGIS feature layers with photo attachments and conditional field requirements.
Best for: Fits when utilities need offline pole attachment capture with enforced GIS-ready attributes across field crews.
Fulcrum
Editor pickOffline mobile capture with later sync preserves attachment photos and field edits even when crews lose connectivity.
Best for: Fits when crews must standardize pole inspection capture, then export records for GIS and engineering workflows.
O-Calc Pro
Editor pickWorksheet-style calculation flow keeps pole model edits and engineering outputs in one controlled sequence.
Best for: Fits when utilities need attachment-driven clearance and load modeling with repeatable worksheets.
Comparison Table
ArcGIS Survey123
enterpriseForm-centric GIS data capture software for pole surveys, attachments, condition records, and field assessments.
Offline-capable map-based survey forms that write directly to ArcGIS feature layers with photo attachments and conditional field requirements.
ArcGIS Survey123 is built around form-driven data capture that can write to hosted feature layers, including point observations for attachment height extraction and asset tagging fields. It supports offline GPS capture and image attachments for inspection evidence, and it provides per-question logic to gate required fields when operators mark conditions such as clearance risk. Compared with desktop-only pole tagging workflows, it reduces rework by enforcing constraints at the point of entry and by keeping collected attributes structured for GIS export and visualization.
A key tradeoff appears with complex pole load analysis workflows, because Survey123 focuses on capture and validation rather than modelling engines like O-Calc or SPIDAcalc. In practice, teams use it to collect attachment ownership attribution fields and inspection notes in the field, then transfer the structured records to a modelling tool or GIS analysis pipeline. It fits best when governance needs align with ArcGIS item permissions and when crews must operate consistently across offline and limited-connectivity windows.
- +Offline-ready mobile collection with validation rules and required logic
- +Map-driven inputs that write structured attributes to GIS feature layers
- +Repeat groups and media attachments support consistent pole inspection evidence
- +API access enables automation for downstream workflows and integrations
- –Not designed for in-tool pole load analysis modelling calculations
- –Advanced automation often requires engineering work across ArcGIS APIs
- –Complex branching logic can slow survey edits and QA cycles
- –High-quality geolocation depends on field device setup and GNSS conditions
Field inspection teams
Pole inspection workflow capture in offline areas
Fewer missing fields and rework
GIS administrators
Centralized data publishing to feature layers
Consistent layer schema across crews
Show 1 more scenario
Engineering workflow owners
Automated handoff to modelling and review
Faster engineering intake from fields
Collected records can be pulled via API for downstream engineering checks.
Best for: Fits when utilities need offline pole attachment capture with enforced GIS-ready attributes across field crews.
Fulcrum
SMBField data collection and asset inspection software used to map utility poles with forms, GPS capture, and photo records.
Offline mobile capture with later sync preserves attachment photos and field edits even when crews lose connectivity.
Fulcrum delivers a configurable form builder with conditional fields, photo and file attachments, and automatic timestamps so pole inspection workflows stay consistent across crews. Offline capture with later sync reduces data loss during poor connectivity, and geolocation fields support GNSS RTK geotagging for placement accuracy targets. Built-in export options support GIS overlays and CAD/GIS handoff patterns, which helps when mapping output must land in existing GIS layers.
A notable tradeoff is that Fulcrum is not a full make-ready engineering or pole load modeling engine, so clearance violation flagging and engineering calculations typically happen downstream. It fits utilities that want to standardize pole contact report creation and attachment ownership attribution collection in the field before exporting records for GIS compliance checks and engineering review.
- +Offline-first capture reduces missing pole records during poor connectivity
- +Configurable forms enforce consistent attachment height capture and evidence photos
- +Structured exports support GIS and CAD handoff workflows
- +Submission histories keep traceability from field entry to synchronized records
- –Engineering calculations for make-ready design require external modeling tools
- –Complex governance needs depend on careful project and role configuration
Field operations teams
Pole inspection photo capture workflows
Fewer rework cycles
GIS and mapping teams
Attachment inventory exports to GIS
Faster layer refresh
Show 2 more scenarios
Utilities compliance teams
Clearance data collection for review
More consistent field inputs
Field forms collect placement details that downstream systems use for clearance checks.
Asset management teams
Attachment ownership attribution capture
Cleaner audit trails
Teams capture tag data and supporting notes for later attribution and dispute handling.
Best for: Fits when crews must standardize pole inspection capture, then export records for GIS and engineering workflows.
O-Calc Pro
vertical specialistPole modeling software for utility attachment inventories, clearance analysis, and pole loading studies.
Worksheet-style calculation flow keeps pole model edits and engineering outputs in one controlled sequence.
O-Calc Pro is geared around building an O-Calc pole modeling dataset and then running worksheet calculations that tie attachment attributes to engineering outputs. The workflow fits teams that need consistent modeling across many poles, because the edits remain anchored to the same modeling inputs instead of being reassembled per report. GIS export support enables downstream review in CAD or GIS environments when a map overlay is needed for joint use dispute resolution.
A tradeoff is that LiDAR point cloud processing and photogrammetric extraction are not part of the core authoring workflow, so upstream extraction must come from other tools. The best fit is a team that already collects field attachment data and tags and then needs repeatable NESC clearance compliance checks and pole load analysis outputs tied to specific attachments.
- +Model-to-calculation linkage keeps geometry and worksheet outputs consistent
- +Repeatable pole modeling workflow supports batch runs across pole inventories
- +GIS and CAD exports enable map overlays for field and engineering review
- +Attachment-level inputs drive clearance and load results without rework
- –Requires external tooling for LiDAR and photogrammetric pole extraction
- –Advanced automation depends on disciplined data preparation and consistent attributes
GIS and engineering coordinators
Batch clearance checks across pole inventory
Faster clearance violation triage
Make-ready engineering teams
Attachment and make-ready planning
Reduced rework between drafts
Show 1 more scenario
Asset managers
Joint use inventory dispute resolution
Clearer before-and-after documentation
Exports support shared GIS overlays tied to attachment ownership attribution records.
Best for: Fits when utilities need attachment-driven clearance and load modeling with repeatable worksheets.
Katapult Pro
vertical specialistCloud-based platform for utility pole mapping, joint use auditing, and make-ready engineering.
Engineered workflow configuration that keeps attachment-level edits consistent across field capture, GIS export, and make-ready review.
Katapult Pro targets pole mapping workflows that connect field capture, asset records, and GIS outputs for utilities. The product emphasizes engineered configuration for making-ready and clearance review, with repeatable exports for inspection and design teams.
- +Workflow configuration reduces repeated mapping decisions across projects
- +Attachment record updates translate into export-ready GIS layers for review
- +Clear separation between field edits and downstream engineering outputs
- +Automation hooks support batch processing of mapping changes
- –Advanced mapping setups require governance discipline across teams
- –Some engineering check outputs depend on external modeling tools
- –UI navigation can feel dense when managing many attachment types
- –Export customization can take iteration for niche layer formats
Best for: Fits when utilities need repeatable pole mapping exports that feed engineering clearance and inspection workflows.
IQGeo
enterpriseGeospatial network management software for telecom and utility infrastructure including poles and outside plant assets.
Offline-capable field data collector workflow that preserves geotagging and attachment attributes for GIS-ready exports.
IQGeo converts pole and attachment field observations into GIS-ready pole mapping outputs by combining geotagging, capture workflows, and map authoring. The product’s core value for pole mapping is its support for structured asset and attachment data capture, then exporting that geometry and attributes into GIS formats for make-ready engineering and clearance checks.
- +Field capture fields can be mapped to GIS attributes for attachment inventory outputs
- +Geotagging workflow supports offline GPS capture for jobsite continuity
- +Exports support common GIS formats for layering with existing basemaps
- +Configurable capture reduces rework when standardizing pole inspection data
- –Attachment transfer workflow and ownership attribution require careful field mapping design
- –Complex pole load analysis is not a native modeling engine for SPIDAcalc-class calculations
Best for: Fits when utilities need an inspection-to-GIS workflow with structured field capture and repeatable exports.
3-GIS
enterpriseNetwork management software for telecom and utility outside plant assets with GIS-based structure and facility records.
Attachment-focused pole mapping outputs designed for GIS layer publishing, using export formats built for downstream visualization.
3-GIS focuses on pole mapping workflows that connect field observations to map outputs for utilities, with geospatial capture and GIS-ready exports built for recurring maintenance and asset inventory cycles. The tool chain centers on pole location updates, attachment visualization, and map layers intended for clearance and attachment context review.
- +Field-to-map workflow geared toward recurring pole updates and review cycles
- +Exports fit common GIS and map overlay needs without forcing proprietary viewing
- +Attachment-focused mapping outputs help standardize review across crews
- +Geospatial layer outputs support publication into existing mapping stacks
- –Workflow depth for joint use dispute resolution depends on integration choices
- –Best results require consistent field capture discipline to avoid mapping drift
- –Automation breadth around make-ready engineering tasks is limited compared with niche modeling tools
- –Extensibility and API coverage are not the primary strength for deep system integration
Best for: Fits when utilities need repeatable pole and attachment map updates with GIS exports for review and publication.
ArcGIS Utility Network
enterpriseEnterprise GIS software used by utilities to model poles, electric distribution assets, inspections, and network connectivity.
Network topology tracing over a configured utility graph for rule-based review workflows tied to utility asset relationships.
ArcGIS Utility Network differentiates itself by modeling connected utility assets in a network graph tied to the ArcGIS data and editing ecosystem. It supports topology-aware validation, trace workflows, and engineering-oriented attribution so pole and attachment records can drive downstream clearance and connectivity checks.
- +Topology-aware network tracing connects pole assets to connected infrastructure
- +Validation rules catch connectivity and attribute inconsistencies during edits
- +ArcGIS editing workflows support versioned, multi-user field-to-office updates
- +Trace-driven workflows can drive clearance and make-ready review steps
- –Utility network modeling requires a disciplined configuration effort
- –Attachment-level engineering outputs depend on add-on tools and custom logic
- –Offline capture workflows are indirect and depend on the broader ArcGIS stack
- –High-throughput ingestion needs careful performance tuning for large asset graphs
Best for: Fits when utilities need topology-based tracing and validation for pole and attachment records across ArcGIS workflows.
Osmose Utility Service
enterpriseUtility pole inspection and asset management software for grid infrastructure.
Field-to-workflow linking that routes inspection and attachment findings into make-ready execution cycles for engineering follow-up.
Osmose Utility Service focuses on utility pole and attachment intelligence tied to inspection and make-ready workflows. The offering connects field observations to network records so teams can route work toward clearance risk reduction and attachment reconciliation.
- +Ties field inspection outcomes to downstream make-ready execution workflows
- +Produces GIS-ready mapping exports for review and engineering handoffs
- +Supports attachment ownership attribution to reduce reconciliation churn
- +Automation around pole tagging and record updates supports higher throughput
- –Requires deliberate data hygiene to keep asset identifiers consistent
- –API and extensibility depth is narrower than mapping-first GIS tooling
- –Limited visibility into make-ready computations without Osmose workflow context
- –Governance controls can lag behind larger enterprise GIS deployment needs
Best for: Fits when utilities need field-to-record workflows that feed make-ready engineering and mapping deliverables reliably.
ArcGIS Field Maps
enterpriseMobile field mapping software for collecting pole locations, attributes, photos, and inspection updates.
Offline-first editing on configured feature layers with attachment capture and later sync to ArcGIS feature services.
ArcGIS Field Maps turns pole attachment and inspection notes into geotagged field edits tied to ArcGIS layers. It supports offline GPS capture, edit workflows, and attachment viewing in a field data collector app tied to configured map layers.
- +Offline field edits with GNSS RTK geotagging support configured feature layers
- +Attribute validation and guided forms reduce inconsistent pole tag entries
- +Feature layer attachments support photo capture per pole inspection workflow
- +Shapefile and KML overlay exports for GIS handoff and map review
- –Pole load analysis depends on external modeling tools rather than built-in calculations
- –Offline sync requires disciplined map and layer configuration management
Best for: Fits when GIS teams need offline-capable pole inspection workflows tied to ArcGIS layers.
Bentley OpenUtilities
enterpriseUtility design and pole layout software for overhead and underground network planning.
Attachment and pole attribute workflows designed to stay consistent across Bentley engineering and GIS handoffs.
Bentley OpenUtilities is used for pole-focused mapping and engineering workflows inside the Bentley utility ecosystem, with emphasis on managing asset and attachment data at GIS scale. Core capabilities center on engineering-grade handling of pole infrastructure records, spatial context, and exportable outputs for downstream GIS and CAD workflows.
- +Engineering-aligned asset management for poles and attachments
- +Strong interoperability with Bentley GIS and engineering workflows
- +Configurable workflows for updating pole and attachment attributes
- +Export outputs for CAD and GIS handoffs
- –Workflow depth depends heavily on Bentley toolchain adoption
- –Limited standalone pole extraction from imagery without other products
- –Automation requires configuration discipline across datasets
- –Clears and clearance validation needs extra tooling for NESC-style flagging
Best for: Fits when utilities need governance-led pole and attachment mapping with strong Bentley ecosystem integration.
Conclusion
After evaluating 10 pole mapping software, ArcGIS Survey123 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Pole Mapping Software
Pole mapping software is used by utilities and GIS teams to capture pole inspection evidence, maintain attachment attributes, and publish GIS-ready layers for engineering follow-up. This guide covers ArcGIS Survey123, Fulcrum, O-Calc Pro, Katapult Pro, IQGeo, 3-GIS, ArcGIS Utility Network, Osmose Utility Service, ArcGIS Field Maps, and Bentley OpenUtilities.
Across these tools, the practical differences show up in offline field capture behavior, how attachment-level updates land in GIS exports, and how much the workflow supports engineering steps like clearance and pole load analysis. The comparison also centers on automation and integration reach, including how each tool fits into downstream make-ready and review cycles.
Pole Mapping Software for offline pole attachment capture, GIS publishing, and engineering-ready workflows
Pole mapping software coordinates field data capture, attachment evidence handling, and repeatable updates to pole and attachment records that can be published as GIS layers. ArcGIS Survey123 supports offline map-based survey forms that write structured attributes with photo attachments directly to ArcGIS feature layers, including validation rules and required logic for pole attachment capture.
Fulcrum also supports offline-first capture that syncs later while preserving attachment photos and field edits, which makes it useful for standardized pole inspection evidence collection before GIS and engineering handoffs. For engineering-heavy clearance and load modeling, O-Calc Pro focuses on worksheet-style calculation flows that keep pole model edits and engineering outputs consistent, while other tools route engineering calculations through external modeling tools.
Pole mapping evaluation checklist for offline capture, GIS publishing, and engineering handoffs
Pole mapping software must keep field evidence usable when crews work without connectivity so pole inspection workflow does not collapse into missing records. The tools that handle offline-first capture best are the ones that enforce validation while collecting photo attachments and structured attributes.
The second requirement is how attachment-level edits land in GIS outputs so engineering handoffs start from consistent identifiers. ArcGIS Survey123 and ArcGIS Field Maps write into ArcGIS feature layers with attachments and validation logic, while make-ready and clearance modeling often depends on external calculation engines.
Offline-first form capture that writes to GIS feature layers
ArcGIS Survey123 uses offline-capable map-based survey forms that write structured attributes with photo attachments directly to ArcGIS feature layers. ArcGIS Field Maps also supports offline-first editing on configured ArcGIS feature layers with attachment capture and later sync.
Attachment-preserving sync for inspection evidence continuity
Fulcrum preserves attachment photos and field edits during offline capture and sync so pole records do not vanish when connectivity drops. IQGeo provides offline-capable field data capture that preserves geotagging and attachment attributes for GIS-ready exports.
Worksheet-style clearance and load modeling linked to pole edits
O-Calc Pro keeps pole model edits and engineering outputs in a worksheet-style sequence so geometry and worksheet outputs stay tied. Other field-first tools route pole load analysis through external modeling rather than built-in worksheet calculations.
Workflow configuration that prevents attachment mapping drift across projects
Katapult Pro uses engineered workflow configuration to keep attachment-level edits consistent across field capture, GIS export, and make-ready review. 3-GIS focuses on attachment-focused pole mapping outputs that are designed for GIS layer publishing and recurring update cycles.
Topology-aware validation across connected pole and infrastructure assets
ArcGIS Utility Network adds topology-based tracing and validation rules tied to a configured utility graph so pole and attachment records can be checked for connectivity and attribute inconsistencies. GIS publishing tools without a utility graph typically require manual validation across exports.
Choose by field capture mechanics, GIS write-back behavior, and where engineering calculations run
The main fork is whether the selected pole mapping software writes inspection attributes and photo evidence directly into the GIS data model used by the engineering team. ArcGIS Survey123 is built around offline map-based survey forms that write structured attributes and attachments to ArcGIS feature layers, so GIS-ready publishing can happen without reconstructing field data.
The second fork is where pole load analysis and clearance checks execute. O-Calc Pro keeps clearance and load modeling inside worksheet-style calculation flows, while several inspection-focused products are capture and export systems that send modeling to external tools or add-on logic.
Confirm offline write-back matches the GIS system of record
If ArcGIS feature layers are the system of record, ArcGIS Survey123 can collect pole attachment evidence offline and write validated attributes and photo attachments back into those layers. If the GIS system of record is not ArcGIS feature layers, tools like Fulcrum and IQGeo still support offline capture but require a defined export mapping into the GIS workflow.
Decide whether engineering calculations must run inside the mapping tool
If worksheet-linked clearance and load modeling must run alongside pole edits, O-Calc Pro keeps model-to-calculation linkage inside controlled worksheet sequences. If engineering calculations can run in external modeling tools, ArcGIS Survey123, Fulcrum, and IQGeo can focus on capture quality and structured GIS exports.
Select workflow configuration depth based on cross-team consistency needs
If multiple projects require consistent attachment mapping decisions, Katapult Pro uses workflow configuration to reduce repeated mapping choices across projects. If recurring updates and map-ready exports are the priority, 3-GIS provides attachment-focused pole mapping outputs designed for GIS publishing without requiring a broader engineering configuration layer.
Use topology tracing only when connected-asset validation is required
If connectivity and rule-based review across pole assets must be validated from a utility graph, ArcGIS Utility Network provides topology tracing and validation rules. If the utility graph is not in scope, Osmose Utility Service focuses on routing field outcomes into make-ready execution cycles rather than enforcing topology validation.
Test field-to-record behavior for attachment transfer and ownership workflows
If attachment transfer workflow and ownership attribution are part of the acceptance criteria, IQGeo requires careful field mapping design for those workflows. If attachment updates feed make-ready execution through inspection outcomes, Osmose Utility Service ties field inspection outcomes to downstream make-ready execution workflows.
Validate that any AI or imagery extraction step has a defined dependency chain
If LiDAR and photogrammetric pole extraction is part of the intake, O-Calc Pro requires external tooling for extraction even though its calculations stay inside worksheet flows. If imagery extraction must be minimized, ArcGIS Survey123 and Fulcrum can stay focused on guided capture and evidence collection.
Teams that fit Pole Mapping Software workflows by responsibility and data ownership
Pole mapping software fits utilities and GIS teams that must standardize pole attachment evidence capture and publish GIS-ready updates for engineering follow-up. The best match depends on whether the GIS and engineering teams share the same GIS data model and where make-ready calculations must happen.
These segments reflect common ownership split between field capture, GIS publishing, and clearance or load engineering execution across the reviewed tools.
GIS teams using ArcGIS feature layers as the system of record
ArcGIS Survey123 supports offline map-based surveys that write validated attributes and photo attachments directly to ArcGIS feature layers. ArcGIS Field Maps provides offline editing on configured feature layers with attachment capture and later sync.
Field inspection teams that must keep evidence complete during poor connectivity
Fulcrum uses offline-first capture that syncs later while preserving attachment photos and field edits. IQGeo provides an offline-capable field data collector workflow that preserves geotagging and attachment attributes for exports.
Engineering teams that run clearance and pole load analysis as a worksheet-driven process
O-Calc Pro keeps pole modeling edits and engineering outputs in a worksheet-style calculation flow with model-to-calculation linkage. This supports repeatable batch runs across pole inventories when inputs are prepared consistently.
Utilities that need topology-aware validation across connected infrastructure assets
ArcGIS Utility Network ties tracing and validation rules to a configured utility graph so pole and attachment records can be checked for connectivity and attribute consistency. This reduces manual QA gaps across related assets.
Utilities seeking Bentley ecosystem alignment for pole and attachment governance
Bentley OpenUtilities is designed to keep attachment and pole attribute workflows consistent across Bentley engineering and GIS handoffs. Workflow depth is strongest when the organization uses the Bentley toolchain for engineering steps.
Common deployment mistakes that break pole attachment workflows and exports
Most failures happen when offline capture is configured without enforcing structured attributes that map cleanly to the GIS layer schema. The next failure is choosing a tool that captures evidence well but then sending engineering calculations through an unsupported path for the required clearance or load model workflow.
These pitfalls also appear when governance expectations for attachment transfer and role-controlled editing are not mapped to the selected tool’s configuration and automation surface.
Collecting offline pole evidence without validation rules that match GIS attribute requirements
ArcGIS Survey123 includes validation rules and required logic so field crews cannot submit incomplete attachment height or attribute fields. Fulcrum also uses configurable forms to enforce consistent evidence capture and attachment height capture.
Assuming a capture-first tool includes built-in clearance and pole load calculations
O-Calc Pro supports worksheet-style clearance and load modeling, while ArcGIS Survey123, Fulcrum, and IQGeo depend on external modeling for make-ready calculations. Selecting a capture tool without a modeling dependency plan creates rework during engineering handoff.
Treating attachment export mapping as a one-time GIS task instead of a repeatable workflow configuration
Katapult Pro is configured to keep attachment-level edits consistent across field capture, GIS export, and make-ready review. IQGeo requires careful field mapping design for attachment transfer workflow and ownership attribution, so export mappings must be governed per project.
Skipping utility graph configuration when topology-based validation is required
ArcGIS Utility Network requires disciplined configuration to enable topology-aware tracing and validation rules. Without that configuration, connected-asset validation falls back to manual QA and increases the chance of connectivity and attribute mismatches.
Underestimating how extraction dependencies impact the mapping workflow
O-Calc Pro requires external tooling for LiDAR and photogrammetric pole extraction even though calculations and worksheet output are inside the application. If extraction is not defined, the batch workflow cannot maintain geometry-to-calculation linkage.
How We Selected and Ranked These Tools
We evaluated pole mapping software on feature coverage for offline field capture, attachment evidence handling, and export behavior into GIS workflows. Features counted for 40% of the score because offline-first form capture and attachment write-back determine whether pole attachment audit records stay complete.
Ease and value each counted for 30% because offline capture usability and export friction decide how consistently crews can produce structured outputs. ArcGIS Survey123 set the pace because offline map-based survey forms write structured attributes with photo attachments directly to ArcGIS feature layers while enforcing validation rules and required logic for consistent pole attachment capture.
Frequently Asked Questions About Pole Mapping Software
How should GIS teams connect pole attachment audit field capture to a GIS feature layer?
Which tools support offline field data capture for pole inspection workflows?
What breaks when pole mapping teams need network topology validation instead of static layer edits?
When does worksheet-style engineering calculation matter more than map authoring?
How do pole mapping tools handle attachment evidence and auditability across edit cycles?
Where do integrations and APIs usually show up for pole mapping automation into engineering workflows?
Which export formats are most relevant when handoffs require GIS layer overlays and CAD workflows?
What governance controls and permission patterns are typically required for multi-crew pole mapping operations?
What tradeoff appears when teams prioritize structured field capture over custom engineering models?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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