GITNUXSOFTWARE REVIEW
Education LearningTop 10 Best Book Flipping Software of 2026
Editorial roundup of book flipping software tools, comparing features and fit for resellers using ScoutIQ, BookScouter, or eFlip.
How we ranked these tools
Vendors set the topic, but our editors set 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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ScoutIQ is the best pick for operations that want scan-to-list automation because its profit-threshold repricing rules kick in from sales signals and carry through listing and inventory updates, while Yumpu suits teams that need customer-facing flipbook publishing since it embeds an interactive viewer without custom front-end builds.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
ScoutIQ
Profit-threshold repricing rules that trigger from sales signals and carry through listing and inventory updates.
Best for: Fits when operations need scan-to-list automation plus multichannel inventory updates without heavy manual re-entry.
BookScouter
Editor pickCondition-aware buy-offer comparison for ISBN lookups, designed for fast sourcing decisions.
Best for: Fits when used-book inventory is sourced by ISBN and decisions need quick offer comparisons.
eFlip
Editor pickInventory synchronization ties listing state to available inventory to cut reconciliation work after sales.
Best for: Fits when sourcing teams need consistent cataloging and multichannel listing output.
Comparison Table
ScoutIQ
vertical specialistBook scanning software that estimates Amazon resale demand, fees, and profitability.
Profit-threshold repricing rules that trigger from sales signals and carry through listing and inventory updates.
ScoutIQ is a book flipping workflow tool that ties sourcing steps to listing output, with barcode-driven data capture as the first move. It supports catalog lookups to match editions and conditions, then carries those attributes into listing creation so the same details do not get re-entered.
ScoutIQ also adds inventory synchronization controls so multichannel updates reflect changes made during order handling. Automation is centered on rules for repricing and minimum-profit checks tied to sales signals.
- +Barcode scanning shortens the path from scouting to structured listing data
- +Edition matching reduces duplicate listings caused by partial metadata differences
- +Automation rules connect sales signals to repricing and profit thresholds
- +Inventory synchronization supports multichannel updates from one source of truth
- –Setup requires careful mapping of item condition and edition fields to workflows
- –Extensibility options are limited compared with tools offering broader marketplace connectors
- –Order management depth can lag specialized order platforms during high-volume drops
- –Import and bulk edits work best with disciplined SKU and attribute normalization
Marketplace listing teams
Create listings from barcode-captured ISBN
Fewer duplicate data entries
Inventory operations teams
Sync multichannel updates after order handling
More consistent stock visibility
Show 1 more scenario
Repricing managers
Run rule-based repricing and profit checks
Repricing with guardrails
Rules apply minimum-profit thresholds using sales signals tied to current listings.
Best for: Fits when operations need scan-to-list automation plus multichannel inventory updates without heavy manual re-entry.
BookScouter
vertical specialistUsed-book price comparison software that aggregates buyback offers from multiple vendors.
Condition-aware buy-offer comparison for ISBN lookups, designed for fast sourcing decisions.
BookScouter focuses on sourcing research by turning an ISBN into a set of buy offers and pricing signals tied to used book listings.
The core loop is repeated catalog lookup, condition comparison, and profit estimation based on current marketplace signals rather than inventory automation.
Batch checking works best for spreadsheet-based sourcing workflows where results are exported for downstream tracking.
BookScouter does not aim to manage orders, sync listings across marketplaces, or run repricing automation after items are listed.
- +ISBN search quickly surfaces buy offers across multiple marketplaces
- +Condition-aware offer comparisons reduce guesswork for used book sourcing
- +Exported results fit spreadsheet-based sourcing workflows
- +Spreadsheet-driven batch lookup supports higher-throughput checking
- –No built-in marketplace listing synchronization for multichannel inventory
- –No order management features for post-sale fulfillment and returns tracking
- –Barcode scanning depends on workflow rather than an in-app camera flow
- –Pricing analysis is lookup-focused and lacks advanced repricing rule automation
Online arbitrage sellers
Estimate buy offers from ISBN signals
Better purchase decision clarity
Sourcing analysts
Compare condition impact on profit
More accurate margin estimates
Show 1 more scenario
Spreadsheet sourcing teams
Batch check ISBNs for tracking
Faster batch scouting
Batch checking supports exportable results for downstream record keeping and review.
Best for: Fits when used-book inventory is sourced by ISBN and decisions need quick offer comparisons.
eFlip
vertical specialistSoftware for creating flipbook-style digital publications from PDF files.
Inventory synchronization ties listing state to available inventory to cut reconciliation work after sales.
eFlip centers on scanning-first book intake, then mapping the collected details into structured listing data. Edition matching and condition grading are baked into the workflow so the same item does not drift between source notes and marketplace listings. Inventory synchronization connects listing state to inventory state to reduce manual reconciliation when orders come in.
A tradeoff is that the listing output quality depends on consistent intake data and agreed grading rules, because the system cannot infer intent when scans or notes conflict. It fits best when a sourcing operator runs a repeatable daily pipeline from identification through multichannel publishing.
- +Structured intake fields flow directly into listing creation
- +Edition matching reduces duplicate or mismatched catalog entries
- +Inventory synchronization keeps channel availability aligned
- +Condition grading fields support consistent listing descriptions
- –Setup requires enforcing intake and grading conventions across operators
- –Marketplace coverage depends on channel-specific configuration
Used-book operations teams
Daily scan-to-list workflow
Fewer mismatched listings
Multichannel sellers
Channel inventory reconciliation reduction
Lower oversell risk
Show 1 more scenario
Warehouse catalog teams
Standardized book condition grading
More consistent item quality
Condition grading inputs drive consistent listing wording across repeated inventory items.
Best for: Fits when sourcing teams need consistent cataloging and multichannel listing output.
Yumpu
SMBDigital publishing platform for creating flipbook-style digital magazines and ebooks.
Flipbook viewer embedding that keeps document navigation interactive without requiring custom front-end builds.
Yumpu’s core capability is turning document uploads into paginated flipbook experiences that can be embedded or shared for online viewing. It supports common publishing needs like setting titles and managing the way pages render for readers, which fits catalog-style content with heavy browsing. The workflow is oriented around publication pages and viewer presentation instead of inventory operations.
- +Quick upload-to-flipbook flow for PDF-based catalogs
- +Embedded viewer experience for web and intranet publishing
- +Page rendering suited for browsing multi-page documents
- +Clear publication presentation with titles and covers
- –No native ISBN scanning or barcode scanning workflow
- –Weak fit for sales-rank tracking and price-history analysis
- –Limited automation for multichannel listing synchronization
- –Integration options do not center on order management automation
Used-book resellers
Publish seasonal inventory catalogs visually
Higher engagement with catalog pages
Book sourcing teams
Share scouting lists as flipbooks
Faster internal selection cycles
Show 1 more scenario
Small marketplaces
Embed storefront catalogs on pages
Lower friction for browsing
Embed flipbook publications in site pages for consistent document viewing.
Best for: Fits when teams need customer-facing flipbooks for catalog browsing, not automated inventory operations.
FlipHTML5
SMBCloud-based flipbook maker for converting PDFs to interactive digital publications.
Hotspots and embedded elements let specific reader actions target pages and external content from within the flip viewer.
FlipHTML5 focuses on publishing workflows for flipbook output from existing document files. It includes viewer-side configuration such as page navigation options and presentation settings that affect how readers interact with the flipped pages. Hotspots and embedded elements let teams add calls to action and supplemental content inside the viewer rather than only using static page images.
- +Hotspots and embedded media add interactive layers inside flip pages
- +Template-driven viewer styling keeps multi-book publishing consistent
- +Offline viewing export supports distribution without constant connectivity
- +Browser-based flip output enables easy share links for readers
- –Does not provide inventory-grade catalog, condition grading, or edit history
- –Automation and API integration are limited for multichannel listing workflows
- –ISBN and barcode driven catalog assembly requires manual prep
- –Large libraries can require disciplined asset organization to avoid duplicates
Publishing teams
Interactive catalogs from PDF collections
Faster catalog consumption
Sales enablement teams
Product brochures for remote buyers
Higher engagement on outreach
Show 2 more scenarios
Book clubs and educators
Shared readings for classroom use
Less friction for review
Publish fixed-page documents as a flipbook so learners can navigate pages consistently on devices.
Small publishers
Multi-issue viewer templates
Lower publishing overhead
Apply consistent viewer templates to each issue to keep branding stable across releases.
Best for: Fits when teams need interactive flipbook publishing from prepared PDFs for reader sharing.
1stFlip Flipbook Creator
vertical specialistDesktop and online flipbook software for converting PDFs to page-flip publications.
Flipbook viewer publishing outputs embeddable content that preserves interactive elements and navigation controls in one export step.
1stFlip Flipbook Creator turns uploaded images or PDFs into browser-based flipbooks using a visual publishing workflow. It focuses on page animation, interactive elements, and exportable embed code for distributing flipbooks on external sites.
- +Image and PDF inputs convert into flipbooks with a publish-ready viewer
- +Page-level preview helps validate layout before exporting embed code
- +Viewer templates reduce per-book styling work for consistent presentation
- +Interactive hotspots and viewer options support basic reader engagement
- –Inventory and marketplace listing synchronization are not part of the product scope
- –Advanced automation and API integration are not exposed as a first-class workflow
- –ISBN scanning, barcode scanning, and catalog lookup are not included
- –Extensibility for custom data models and governance controls is limited
Publishing operations teams
Convert PDFs into flipbook pages
Publish without custom front end
Marketing content teams
Embed interactive flipbooks on sites
Share-ready embeds
Show 1 more scenario
Catalog production teams
Standardize flipbook appearance with templates
Uniform flipbook presentation
Templates and page-level editing keep viewer styling consistent across a library of books.
Best for: Fits when teams need publish-ready flipbooks for PDFs or image scans without inventory or marketplace syncing.
Keepa
API-firstAmazon product-history software with price charts, sales-rank history, and alerting.
Price-history analysis views with granular charting for recurring buy box and rank changes, not static price snapshots.
Keepa is a book-scanning and pricing-intelligence tool built around Amazon catalog and sales-rank history. It provides price-history analysis, alongside sales-rank tracking, so sellers can estimate demand and price volatility before committing to sourcing.
- +Deep price-history analysis tied to observable marketplace behavior
- +Sales-rank tracking helps judge sell-through rate trends
- +ISBN scanning workflow supports quick catalog lookup
- +Filters and charts reduce time spent comparing historical prices
- –Limited built-in automation for inventory synchronization across marketplaces
- –External tooling is still needed for listings, repricing rules, and order management
- –Amazon-centric data coverage can miss non-Amazon sourcing targets
- –Works best with careful item identification during catalog lookup
Amazon sellers
Assess demand and price volatility
Lower sourcing guesswork
Online arbitrage buyers
Validate buy timing using history
More informed purchase timing
Show 2 more scenarios
Competition monitors
Track buy box shifts and offer counts
Earlier signals on competition
Buy-box movement and offer-count changes show how competitive pressure evolves on a listing.
Product researchers
Compare ASIN behavior for selection
Better product selection
ASIN-level trends provide context for selecting products based on historical pricing behavior.
Best for: Fits when sourcing decisions depend on historical pricing and demand signals, not end-to-end listing automation.
Scoutly
vertical specialistAmazon product scouting app with barcode scanning, sales data, and profit calculations.
ISBN-centric scouting records that carry condition grading and edition matching through listing and inventory tracking.
Scoutly is a book flipping workflow tool for scouting, cataloging, and tracking sourcing outcomes in one place. Its core value comes from fast ISBN-based lookups and structured listing records that connect condition grading and edition matching to downstream marketplace posting.
- +ISBN scanning workflow reduces manual entry during book scouting
- +Structured listing records link condition grading to marketplace readiness
- +Inventory tracking helps keep sold and on-hand quantities aligned
- +Exportable data supports CSV-driven multichannel listing operations
- –Barcode scanning support may require device setup that interrupts throughput
- –Marketplace listing synchronization depends on external processes
Used-book listing teams
Create structured entries from ISBN scans
Faster listing preparation
Inventory trackers
Track sold units and remaining stock
Fewer stock mismatches
Show 1 more scenario
Multichannel ops teams
Export repeatable listing records
More consistent listings
Exportable records support consistent multichannel posting after scouting and grading.
Best for: Fits when book flippers need structured records and repeatable sourcing workflows without custom development.
Neatoscan
vertical specialistBook and media scanning software for Amazon inventory sourcing and resale analysis.
Barcode-to-edition record creation with condition-aware entry fields, designed to standardize sourcing outputs.
Neatoscan targets book sourcing workflows with ISBN scanning and catalog lookup that turns photos and barcodes into structured book entries. The tool focuses on listing creation support and marketplace sync inputs, so teams can move from identified editions to structured inventory faster.
- +ISBN-10 and ISBN-13 capture to reduce manual entry during sourcing
- +Catalog lookup fields that support edition matching and condition capture
- +Inventory synchronization oriented around listing-ready item records
- +Configuration options that fit repricing rules for marketplace-style listing cycles
- –Automation coverage is narrower than spreadsheet-driven repricing workflows
- –API integration depth is not aimed at highly custom multichannel order mapping
Sourcing teams
Scan ISBN and barcodes into entries
Reduced manual capture
Warehouse staff
Prep listings directly from captured editions
Quicker listing readiness
Show 1 more scenario
Inventory operations managers
Align sync inputs with sell-through tracking
Better sell-through monitoring
Order and inventory synchronization patterns support sourcing operations that track condition and sell-through.
Best for: Fits when small sourcing teams need faster ISBN-to-listing record creation with consistent inventory sync.
AnyFlip
SMBCloud-based flipbook platform for creating page-flip digital publications from PDFs.
Flipbook publishing keeps a consistent reader experience with embed and viewer controls driven from uploaded documents.
AnyFlip hosts uploaded documents and publishes them as flipbook-style pages with zoom, page navigation, and media controls for readers. It supports embed and share links for distributing a book without rebuilding layouts in a separate web app.
- +Flipbook viewer includes zoom and page navigation for PDF-like documents
- +Simple embed and share options for distributing published flipbooks
- +Publication management keeps a stable link while content updates
- +Reader experience stays consistent across devices with built-in controls
- –Catalog-level workflows like ISBN lookup and edition matching are not built in
- –Automation and API access are limited for multichannel listing synchronization
- –Bulk operations for large used-book inventories are not geared toward sourcing workflows
- –Advanced governance controls like granular RBAC and audit logs are not the focus
Magazine editorial teams
Publish recurring issues as web viewers
Reader-accessible issues
Catalog and merchandising teams
Turn product PDFs into shareable flipbooks
Browseable online catalog
Show 2 more scenarios
Document library owners
Host archives of multiple publications
Centralized online archive
Collections and archives organize multiple flipbook publications into a single navigable library.
Brand creative teams
Publish campaign collections with links
Shareable interactive publication
Campaign stories and editorial collections use structured sections and interactive links inside the viewer.
Best for: Fits when a team needs web-ready flipbooks for catalogs or brochures without building a reader application.
Conclusion
After evaluating 10 book flipping software, ScoutIQ 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 Book Flipping Software
Book flipping software in this guide covers tools that move used-book information from scouting and ISBN capture into flipbook publishing and, in some cases, multichannel listing synchronization. The lineup includes eFlip, Yumpu, FlipHTML5, ScoutIQ, BookScouter, Neatoscan, Keepa, Scoutly, AnyFlip, and 1stFlip Flipbook Creator.
The reviews that come before this opener focus on the mechanics that matter for book sourcing workflows, including inventory synchronization, interactive flipbook delivery, and ISBN and barcode capture. The selection also distinguishes tools aimed at customer-facing flipbooks like Yumpu and AnyFlip from sourcing-first platforms like eFlip and ScoutIQ.
Book Flipping Software for used-book scouting to flipbook publishing and multichannel listings
Book flipping software converts prepared book content like PDFs or image scans into embeddable flipbooks with viewer controls for page navigation and reader interaction. Tools such as Yumpu and AnyFlip emphasize upload-to-flipbook publishing that fits web and intranet catalog browsing.
Some platforms also connect flipbook output to used-book operations by structuring intake fields, running edition matching, and synchronizing listing state with available inventory. eFlip is built around inventory synchronization that ties listing status to available stock and reduces reconciliation work after sales. Other sourcing-oriented tools like ScoutIQ and BookScouter prioritize scan-to-list or ISBN lookup decision speed, while leaving inventory synchronization and post-sale order management to external processes.
Book Flipping Software feature set that connects scouting, flipbooks, and listing state
Book flipping software has two jobs that conflict unless the workflow is explicit. It must publish flipbooks for browsing, and it must keep used-book records aligned so catalog edits do not create duplicate or stale listings.
The feature set that matters most shows up in how a tool moves structured item data from intake into viewer output, and how it maintains synchronization after orders start flowing. eFlip leads this category with inventory synchronization that ties listing state to available inventory.
Inventory synchronization and reconciliation reduction
eFlip links listing state to available inventory to cut reconciliation work after sales. This focus contrasts with Yumpu and AnyFlip, which center on flipbook publishing without built-in inventory synchronization.
Scan-to-structured record workflows with edition and condition capture
ScoutIQ and Neatoscan both emphasize scanning into structured listing records with edition matching and condition-aware capture fields. BookScouter and Keepa focus more on decision support for sourcing and pricing signals than on end-to-end inventory updates.
Flipbook embedding controls for customer-facing browsing
Yumpu provides a flipbook viewer embedding experience that keeps navigation interactive in a web or intranet context. FlipHTML5, AnyFlip, and 1stFlip also publish interactive flipbooks, but they do not target inventory-grade catalog workflows.
Interactive flipbook page targeting with hotspots
FlipHTML5 adds hotspots and embedded elements so specific reader actions map to pages and external content from within the flip viewer. This publishing-first approach differs from eFlip and ScoutIQ, which prioritize structured intake fields for listing readiness.
Pricing and sales-signal visibility for repricing decisions
Keepa delivers price-history analysis charts and sales-rank tracking to support recurring buy box and demand judgments. ScoutIQ adds profit-threshold repricing rules that can trigger from sales signals and carry through listing and inventory updates.
Choose by workflow boundary: publishing-only flipbooks versus scouting-to-listing automation
The primary decision is where the workflow stops. Some tools publish flipbooks with viewer controls but leave item records and listing synchronization to external processes.
The second decision is how much automation and governance discipline the team can sustain across operators and marketplaces. eFlip and ScoutIQ accept this responsibility with structured intake and listing-to-inventory updates, while Yumpu and AnyFlip keep the scope centered on viewer embedding.
Define the workflow boundary between publishing and inventory operations
Select eFlip if listing state must remain tied to available inventory, because its inventory synchronization is designed to reduce post-sale reconciliation. Choose Yumpu or AnyFlip if the requirement is customer-facing flipbook browsing with embed-ready viewers and no built-in multichannel inventory synchronization.
Map the input format to the tool’s capture-to-record path
Pick Neatoscan or Scoutly if ISBN to edition matching and condition-aware record creation must happen quickly for small teams. Choose FlipHTML5, AnyFlip, or 1stFlip when prepared PDFs or image scans are the dominant input and the priority is publish-ready flipbook output.
Test whether multichannel listing synchronization is native to the tool’s workflows
Choose ScoutIQ or eFlip if the process needs scan-to-list automation and then carry-through updates to listing and inventory state. Avoid tools like BookScouter for multichannel listing synchronization because it lacks built-in listing sync and order management.
Decide how repricing should run, from profit rules or from historical signals
Choose ScoutIQ if repricing needs profit-threshold rules that trigger from sales signals and propagate into listing and inventory updates. Choose Keepa if the team primarily needs historical price-history analysis and sales-rank trends to inform repricing decisions outside the listing automation layer.
Verify interaction requirements inside the flipbook viewer
Select FlipHTML5 when hotspots and embedded elements need to drive reader actions to specific pages and external content. Select Yumpu when embedding and interactive navigation in a published viewer must be prioritized over inventory operations.
Who Book Flipping Software fits based on scouting depth and synchronization expectations
Teams need different levels of coupling between flipbook publishing and used-book inventory. Sourcing-first teams require scan-to-record speed and listing readiness, while publishing-first teams require embed-ready viewers and reader navigation.
The tools diverge most on whether synchronization and repricing rules run inside the same workflow as publishing, which affects operator overhead and error recovery when marketplace data changes.
Operations teams running multichannel used-book listings
eFlip is designed to tie listing state to available inventory, which directly reduces reconciliation work after sales. ScoutIQ also focuses on carrying profit-threshold repricing through listing and inventory updates.
Sourcing teams that scan and then need structured listing records
ScoutIQ and Neatoscan create barcode or ISBN-driven records with edition matching and condition-aware capture fields. Scoutly also supports ISBN-centric scouting records that link condition grading to marketplace readiness.
Catalog publishing teams delivering customer-facing flipbook browsing
Yumpu provides an embedded flipbook viewer experience for interactive document navigation without requiring custom front-end builds. AnyFlip and 1stFlip also support publish-ready flipbooks focused on reader-facing embed outputs.
Price-research workflows built around historical demand signals
Keepa is built for granular price-history analysis and sales-rank tracking to inform buy box and sell-through trend decisions. BookScouter provides condition-aware offer comparisons for ISBN lookups, which supports sourcing decisions but not post-sale inventory synchronization.
Common mistakes when buying Book Flipping Software
Mistakes usually happen when the team assumes publishing capabilities include inventory and listing operations. Flipbook viewers can be embedded quickly, but synchronization, condition grading workflows, and repricing carry-through are separate engineering and process commitments.
Another mistake is skipping a workflow test that mirrors real intake fields like edition and condition, because setup discipline affects throughput when multiple operators scan and edit records.
Buying a flipbook publisher while expecting built-in ISBN scanning and listing synchronization
Choose Yumpu, AnyFlip, or 1stFlip for embedding and reader navigation, not for ISBN scanning-driven catalog lookup and multichannel listing synchronization. eFlip and ScoutIQ are built around listing-to-inventory workflows.
Ignoring operator intake conventions when scanning must become structured listing data
eFlip requires setup discipline so structured intake fields and edition matching stay consistent across operators. ScoutIQ also requires careful mapping of item condition and edition fields to workflows.
Overrelying on price-history charts without connecting repricing to listing updates
Keepa provides price-history analysis and sales-rank tracking for decision support, but it does not run built-in inventory synchronization for multichannel listings. ScoutIQ adds profit-threshold repricing rules that can carry through listing and inventory updates.
Using ISBN offer lookup tools for post-sale operations like returns tracking
BookScouter focuses on fast buy-offer comparisons for ISBN lookups and lacks order management features for post-sale fulfillment and returns tracking. eFlip is positioned around inventory and listing state alignment that impacts post-sale reconciliation.
How We Selected and Ranked These Tools
We evaluated eFlip, Yumpu, FlipHTML5, ScoutIQ, BookScouter, Neatoscan, Keepa, Scoutly, AnyFlip, and 1stFlip Flipbook Creator on feature coverage for book flipping workflows that start at scouting and end at publishing, with inventory updates when present. Features counted for 40% of the score and ease of use counted for 30% while value counted for 30%.
eFlip stood out because inventory synchronization ties listing state to available inventory to cut reconciliation work after sales, and its structured intake fields flow into listing creation with edition matching to reduce duplicate or mismatched catalog entries. Flipbook-focused tools scored lower when inventory synchronization and listing synchronization were missing, which shows up when multichannel operations require post-sale state alignment rather than viewer embedding alone.
Frequently Asked Questions About Book Flipping Software
Which tools handle scan-to-listing automation instead of publishing flipbooks for readers?
How does inventory synchronization work across channels in eFlip and ScoutIQ?
When a team needs customer-facing flipbook browsing from uploaded documents, which products fit best?
What breaks if FlipHTML5 or Yumpu is used for marketplace listing synchronization instead of publishing?
Which tool best supports hotspot-style interactive actions inside a flipbook view?
How does ISBN capture and edition matching differ between Scoutly and Neatoscan?
When sourcing requires historical price-history analysis rather than end-to-end listing creation, which tool fits?
How do BookScouter and Keepa differ in the data they emphasize for used-book decisions?
What admin control and extensibility patterns appear in AnyFlip and 1stFlip Flipbook Creator?
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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