GITNUXSOFTWARE ADVICE
Cybersecurity Information SecurityTop 9 Best Adware Spyware Software of 2026
Compare adware spyware software tools like AVG, Avast Free, and Microsoft Defender, with tradeoffs for device protection and spyware cleanup.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
AVG AntiVirus Free is the best pick for a single Windows PC that needs guided adware and spyware scanning without admin overhead because its quarantine vault and step-by-step removal flows make browser-hijacker cleanup feel controlled, while HitmanPro fits users who want a fast on-demand second opinion thanks to its cloud-assisted verification.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
AVG AntiVirus Free
Quarantine vault plus guided removal flows for detected browser hijacker and adware artifacts in AVG UI.
Best for: Fits when a single Windows PC needs guided adware and spyware scanning without admin overhead.
Microsoft Defender
Editor pickTamper Protection in Microsoft Defender reduces attacker ability to disable protections during active compromise.
Best for: Fits when IT teams need centralized endpoint governance and real-time detection coverage on Windows fleets.
Avast Free Antivirus
Editor pickBrowser hijacker detection that targets unwanted browser configuration changes and extension-level issues detected during scans.
Best for: Fits when single-user devices need basic malware blocking and PUP handling without deep IT governance.
Comparison Table
AVG AntiVirus Free
consumerFree antivirus scanner with adware and spyware removal.
Quarantine vault plus guided removal flows for detected browser hijacker and adware artifacts in AVG UI.
AVG AntiVirus Free fits home users who want always-on malware protection without managing a security console. It delivers real-time protection with signature-based detection plus heuristic analysis, and it supports on-demand system scans with a quarantine vault for recovered items.
The interface is oriented around scan actions and threat results rather than granular policy controls, so admin governance is limited for shared devices. Browser-related cleanup focuses on adware and browser hijacker patterns, with additional PUP detection intended to remove unwanted software remnants.
- +Real-time protection runs by default with signature and heuristic detection
- +Quarantine vault keeps detected items separated from the system
- +On-demand system scans are straightforward to start and review
- +Browser adware and hijacker patterns are handled in detection and cleanup
- –Limited admin controls for multiple endpoints and shared device governance
- –Less detailed remediation guidance than specialist adware removal tools
- –Scan scheduling and automation options are basic without an API layer
- –PUP detection can create review work when false positives occur
Home users dealing with popups
Scan for adware and browser hijackers
Cleanup workflow removes unwanted items
Frequent downloaders
Scan downloads for suspicious behavior
Suspicious downloads are blocked
Show 2 more scenarios
Small device teams
Run scheduled malware scans
Routine checks catch common infections
Small teams can apply baseline protection across a limited computer set using user-managed scan and cleanup actions.
Busy consumers
Run quick or full scan
Regular checks identify suspicious files
Users can perform quick, full, or scheduled scans and review results in the quarantine vault.
Best for: Fits when a single Windows PC needs guided adware and spyware scanning without admin overhead.
Microsoft Defender
consumerBuilt-in Windows antivirus with adware and spyware protection.
Tamper Protection in Microsoft Defender reduces attacker ability to disable protections during active compromise.
Microsoft Defender integrates deep into Windows by using built-in components for on-access scanning, tamper protection, and controlled folder access style protections, then connects findings to a unified alert timeline. Admins manage policy via Microsoft Defender for Endpoint, which supports device groups, security baselines, and consistent enforcement across fleets. The automation surface includes security alerts workflows and response actions exposed through Microsoft security tooling, which supports incident handling beyond local quarantine.
A key tradeoff is that coverage depends on Microsoft ecosystem visibility, since non-Windows endpoints and isolated scenarios may require additional integration to get equivalent detection signals. It fits best for organizations that already standardize on Windows management and want consistent governance of detection, alert triage, and remediation.
- +Tight Windows integration enables strong on-access detection coverage
- +Cloud-delivered intelligence improves detection consistency across endpoints
- +Centralized policy and alert context support faster triage
- +Operational audit logs track security setting changes and admin actions
- –Non-Windows visibility can be limited without extra endpoint tooling
- –Fine-grained tuning of exclusions needs careful change management
- –Remediation workflows may require Microsoft Defender for Endpoint setup
- –Browser-specific cleanup may be narrower than dedicated browser tools
Security operations teams
Triage adware alerts across device groups
Faster containment decisions
Windows endpoint admins
Enforce security settings fleet-wide
Consistent protection posture
Show 2 more scenarios
Help desk and IT support
Validate remediation after unwanted installs
Reduced repeat infections
Run guided scan and review alert history tied to the affected device and user activity window.
Incident responders
Stop attackers attempting protection disablement
Higher response reliability
Use tamper resistance controls to maintain active defenses while investigating suspicious processes.
Best for: Fits when IT teams need centralized endpoint governance and real-time detection coverage on Windows fleets.
Avast Free Antivirus
consumerFree antivirus with adware and spyware detection.
Browser hijacker detection that targets unwanted browser configuration changes and extension-level issues detected during scans.
Avast Free Antivirus runs real-time protection that blocks common malware and unwanted software behaviors before they execute. It combines an on-demand system scan with quarantine storage for confirmed threats and suspicious items flagged during scans.
The browser-focused components include adware and browser hijacker detection that checks for malicious changes and unwanted extensions. PUP detection and heuristic detection support broader coverage for potentially unwanted behaviors rather than only known signatures.
- +Real-time protection and on-demand scanning in one workflow
- +Quarantine vault keeps removed threats out of active execution
- +Browser hijacker detection checks for common unwanted browser changes
- +Heuristic detection improves chances against emerging malware patterns
- –Frequent PUP prompts can create decision fatigue for users
- –Scan scheduling options are less granular than enterprise management tools
- –Browser repair coverage depends on detected symptoms during the scan
- –Advanced hardening and policy controls are limited for multi-user governance
Small business users
Schedule spyware scan runs
Spyware is identified and removed
Consumers with email accounts
Scan inbound email attachments
Malicious attachments are flagged
Show 2 more scenarios
Windows PC users
Isolate suspected trojan files
Trojan files are contained
Users can scan a Windows device for trojans and quarantine or remove detected files.
Home and small office users
Monitor ransomware behavior
Ransomware risk is reduced
Users can use real-time and ransomware-focused defenses that monitor file activity during normal work.
Best for: Fits when single-user devices need basic malware blocking and PUP handling without deep IT governance.
SUPERAntiSpyware
consumerLightweight scanner for spyware, adware, and related threats.
Quarantine vault plus targeted startup and browser hijacker remediation inside one scan-report workflow.
SUPERAntiSpyware focuses on on-demand spyware and adware scanning with signature and heuristic detection, plus a quarantine vault for isolation. The product includes startup entry inspection and browser hijacker detection so persistence mechanisms tied to launch behavior can be found and removed.
- +Clear on-demand scan workflow with straightforward results and quarantine handling
- +Startup entry inspection helps catch persistence beyond a running process snapshot
- +Browser hijacker detection targets common redirect and homepage tampering patterns
- +Tracking cookie scrubbing and extension audit cover frequent browser-based unwanted changes
- –Limited admin governance for fleets compared with enterprise-first competitors
- –Heuristic detection can increase false positive rate on unusual security tooling
- –Smaller definition update frequency cadence than always-connected security suites
- –No documented high-throughput automation or API surface for assisted remediation
Consumers with browser issues
Find adware and startup changes
Browser and startup changes identified
Windows home users
Remove spyware via quarantine workflow
Spyware is isolated and removed
Show 2 more scenarios
IT support teams
Add a second scan to coverage
More unwanted software is found
IT teams can run a local scan alongside a primary antivirus to add another malware check perspective.
Small-business IT teams
Schedule recurring endpoint scans
Periodic checks run automatically
Teams can schedule recurring scans and definition updates on standalone Windows systems over time.
Best for: Fits when users need an extra on-demand adware spyware scanner to supplement a primary antivirus.
GridinSoft Anti-Malware
consumerSpecialized removal tool for adware, spyware, and trojans.
Browser extension audit is paired with hijacker-focused remediation to identify unwanted browser components early in the infection chain.
GridinSoft Anti-Malware performs on-demand scans and real-time protection for adware, spyware, and PUP-style unwanted software. The product focuses on browser-related risk cleanup through browser hijacker detection and browser extension audit workflows.
- +Browser hijacker detection narrows common redirect and default-search infections
- +Quarantine vault keeps removed artifacts isolated for safer reversals
- +Startup and persistence checks catch reinfection paths after cleanup
- +On-demand system scan supports manual remediation before incident reporting
- –Browser extension audit coverage can vary by extension behavior patterns
- –Requires careful scan scheduling to avoid missing late payload delivery
- –Heuristic detections can trigger occasional false positives for bundled utilities
- –Live response depth depends on the persistence method used by the infection
IT support teams
Scan trojans and adware locally
Unwanted files are identified
Incident responders
Remove spyware and keylogger artifacts
Suspicious spyware artifacts removed
Show 2 more scenarios
Help desk technicians
Clean fake security software
Deceptive software is removed
Technicians can detect and clean deceptive binaries, running processes, and persistence remnants tied to fake antivirus.
Security teams
Contain suspected ransomware activity
Hosts are contained for cleanup
Security teams can use behavioral checks, quarantine, and offline scanning to respond to suspected encryption activity.
Best for: Fits when endpoint cleanup needs browser hijacker detection plus persistence checks without administrator tooling.
SpyBot Search & Destroy
consumerSpecialized anti-spyware and anti-adware scanner.
Registry key and startup entry remediation flows for persistence artifacts, not just browser-level indicators.
SpyBot Search & Destroy fits users who need local remediation after browsing-based infection patterns, since it targets adware bundles, browser hijacker behavior, and persistence through common startup locations. The scanner uses both signature database matching and behavioral analysis cues to flag PUPs and spyware-style artifacts for quarantine review. It also surfaces changes that can be corrected without rebuilding the operating system. This makes it relevant for restoring browser and system settings after malware-like prompts or unwanted toolbars appear.
- +On-demand scan workflow with quarantine review for flagged artifacts
- +Startup entry inspection supports cleanup of persistence after adware installs
- +Registry key persistence remediation targets common spyware-style remnants
- +Browser extension audit helps reduce malicious or unwanted add-ons
- –Detection review can be tedious when PUP variants trigger multiple results
- –Real-time protection coverage is narrower than full-feature antivirus suites
- –Heuristic flags can increase false positive rate for borderline items
- –Automation and integration options are limited for admin-managed fleets
Home users
Remove hijacker-like search redirects
Browser settings stabilize
IT support techs
Triage adware after user reports
Faster workstation recovery
Show 2 more scenarios
Security-minded power users
Validate PUP removals after installs
Reduced unwanted removals
Compare scan detections in quarantine, then keep non-malicious items based on user review.
Small business admins
Clean office PCs without heavy tooling
Less tracking exposure
Perform manual scan and remediation cycles on individual endpoints needing browser add-on cleanup.
Best for: Fits when a workstation needs adware and browser hijacker cleanup after browsing incidents.
HitmanPro
consumer/SMBCloud-assisted malware and adware scanner.
Cloud-assisted verification that complements heuristic detection during an on-demand scan.
HitmanPro targets adware spyware and PUP chains with on-demand scans that aim to identify unwanted installers, browser hijacker payloads, and other persistence artifacts. The product runs as a scanner that uses both heuristic and cloud-assisted verdicting patterns to reduce reliance on exact signature matches.
- +On-demand scanning workflow focuses on cleanup after an infection event
- +Browser hijacker and toolbar style detections cover common adware entry points
- +Quarantine and removal prompts keep remediation tied to scan results
- +Heuristic detections catch some variants that signature databases miss
- –Limited governance controls compared with enterprise malware management suites
- –No built-in continuous monitoring mode for always-on tracking cookie remediation
- –Browser and extension coverage depends on what is present at scan time
- –Portable scanner style use can increase user error during multi-step cleanup
Home users cleaning adware
Remove hijacker and unwanted browser extensions
Browser redirects stop
IT support handling infections
Verify cleanup after malware removal
System health restored
Show 2 more scenarios
Security admins analyzing PUP chains
Identify installers and startup footholds
Persistence points eliminated
Uses heuristic and cloud-assisted verdicting to flag unwanted installers and persistence mechanisms.
Parents managing device safety
Stop stealthy tracking and popups
Unwanted prompts reduced
Detects adware and common persistence sources that cause tracking prompts and unwanted popups.
Best for: Fits when adware or spyware cleanup needs a fast scan and guided removal on a single workstation.
Bitdefender Antivirus Free
consumerFree antivirus with adware and spyware protection.
Integration of real-time protection with definition updates and behavioral analysis for PUP and hijacker patterns.
Bitdefender Antivirus Free targets adware and spyware risk with a real-time protection engine plus on-demand system scanning. It uses a definition-based detection pipeline with behavioral analysis to catch PUPs and browser-related threats like hijackers and malicious extensions.
- +Real-time protection runs continuously and catches threats during user activity.
- +On-demand scans support deeper cleanup on demand without additional tooling.
- +Quarantine vault keeps recovered artifacts isolated for safer removal decisions.
- +Heuristic and behavioral analysis improves detection against unknown PUP behavior.
- –Limited governance controls for multiple Windows users and devices.
- –Browser hijacker repair tools can be narrower than dedicated anti-adware products.
- –Less automation depth for IT workflows compared with endpoint security suites.
- –Detection feedback is less granular than tools that expose rule-level triggers.
Home users managing shared devices
Stops adware and spyware during everyday browsing
Reduced browser hijack risk
Students using campus Wi-Fi
Scans for PUPs after downloading files
Cleaner downloads after campus use
Show 2 more scenarios
IT admins on limited budgets
Provides baseline endpoint cleanup coverage
Lower remediation time for endpoints
Quarantine stores detected threats so users can run remediation without manual file hunting.
Families securing less-experienced accounts
Remediates hijackers and malicious extensions
Fewer account takeover attempts
Behavioral analysis identifies hijackers and extension-based threats and moves them to quarantine.
Best for: Fits when a single Windows PC needs steady adware and spyware scanning without IT administration.
Norton AntiVirus Plus
consumerPaid antivirus with adware and spyware removal tools.
Norton uses combined removal and remediation that targets startup persistence signals and related unwanted changes during cleanup.
Norton AntiVirus Plus differentiates itself in the adware and spyware cleanup workflow through combined real-time protection and targeted removal of unwanted software artifacts. It runs on-demand system scans to detect adware, PUPs, and browser hijacker behaviors using a signature database plus behavioral analysis, then places findings into a quarantine vault.
- +Quarantine vault keeps removed items separated until users confirm deletion
- +Real-time protection reduces reinfection chances after cleanup
- +Browser and system change repair aims at hijack and unwanted toolbar remnants
- +On-demand scans support deeper follow-up after symptoms appear
- –Adware removals can require multiple scan cycles to fully clear remnants
- –Startup entry inspection coverage can miss uncommon persistence methods
- –False positive rate can require manual review for borderline PUP detections
- –Heavier scans can increase system impact score on older hardware
Home users investigating issues
Check a suspected file
Action need is clarified
Households and small businesses
Use firewall alongside antivirus
Extra network-facing protection
Show 2 more scenarios
Individual users
Reduce exposure while browsing
Fewer malicious downloads
Users can use web and download protection to reduce the chance that risky pages and files reach the device.
Everyday computer users
Detect threats when executing files
Threats identified during use
Users can apply on-access scanning when files are opened, downloaded, or executed during normal activity.
Best for: Fits when home users want guided adware and spyware removal plus ongoing protection.
Conclusion
After evaluating 9 adware spyware software, AVG AntiVirus Free 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 Adware Spyware Software
The ranking places Microsoft Defender first, followed by SpyBot Search & Destroy, AdwCleaner, Bitdefender Antivirus Free, and Avast Free Antivirus. AVG AntiVirus Free, Norton AntiVirus Plus, SUPERAntiSpyware, GridinSoft Anti-Malware, and HitmanPro complete the ten-tool comparison.
Fast checks focus on removal scope, real-time coverage, persistence cleanup, quarantine handling, and endpoint control. Microsoft Defender favors centralized Windows governance, while AdwCleaner and HitmanPro target fast, manual workstation cleanup.
Adware Spyware Software for Detection, Removal, and Persistence Cleanup
Adware spyware software detects and removes unwanted advertising components, surveillance programs, browser hijackers, and related persistence artifacts. Core workflows inspect files, processes, browser extensions, startup entries, registry locations, and quarantine results.
Microsoft Defender adds Tamper Protection and cloud-delivered intelligence for managed Windows endpoints. AdwCleaner concentrates on browser hijacker cleanup, unwanted extensions, and related persistence during a short on-demand session.
Adware spyware coverage, removal workflows, and endpoint control checks
Adware spyware tools succeed or fail based on whether they detect unwanted advertising and surveillance programs, then remove persistence across files, browser components, and startup locations. The tools in this ranking separate quickly targeted cleanup from continuous endpoint protection so buyers can match workflow to incident patterns.
Endpoint governance and protection tamper resistance
Microsoft Defender includes Tamper Protection to reduce attacker ability to disable protections during active compromise. This matters for Windows fleets where endpoint governance must remain stable while users run apps and browse the web.
Persistence cleanup that covers browser and startup artifacts
SpyBot Search & Destroy provides registry key and startup entry remediation flows that target persistence artifacts beyond browser indicators. AdwCleaner focuses on browser hijacker cleanup workflow that removes unwanted extensions and related persistence in one session.
Quarantine vault handling for safe reversals
Avast Free Antivirus uses a Quarantine vault to keep removed threats out of active execution. AVG AntiVirus Free also uses a Quarantine vault and guided removal flows in its user interface.
On-demand scan workflow quality for post-incident cleanup
HitmanPro runs an on-demand scanning workflow that focuses on cleanup after an infection event. SUPERAntiSpyware delivers a clear on-demand scan-report workflow that pairs quarantine handling with startup and browser hijacker remediation.
Browser hijacker and extension auditing depth
GridinSoft Anti-Malware pairs a browser extension audit with hijacker-focused remediation to identify unwanted browser components early. Avast Free Antivirus emphasizes browser hijacker detection targeting unwanted browser configuration changes and extension-level issues detected during scans.
Pick the right cleanup scope and control level for Windows endpoints
Adware spyware software selection should start with workflow shape. Some tools run as always-on protection on Windows while others are built for fast on-demand cleanup after browsing incidents.
Choose continuous Windows coverage when attackers try to disable defenses
If attacker activity includes attempts to shut off local security, Microsoft Defender’s Tamper Protection is the differentiator to prioritize. This pairing of real-time protection and change resistance fits managed Windows fleets better than on-demand scanners.
Choose browser-first cleanup when incidents look like redirects and unwanted extensions
For short, manual cleanups after browser redirects, AdwCleaner targets unwanted browser extensions plus hijacker traces in a single session. GridinSoft Anti-Malware extends this with a browser extension audit that supports early detection before late payload delivery.
Choose persistence-focused remediation when unwanted programs survive reboots
When persistence relies on registry and startup entries, SpyBot Search & Destroy provides remediation flows for persistence artifacts. Norton AntiVirus Plus combines removal and remediation that targets startup persistence signals and related unwanted changes during cleanup.
Choose user-guided quarantine workflows when review friction must be low
When post-removal review should be straightforward, Avast Free Antivirus maintains a Quarantine vault where removed threats stay isolated from execution. AVG AntiVirus Free also keeps detections separated in its Quarantine vault and provides guided removal flows in the AVG UI.
Choose supplemental on-demand scanning when a primary antivirus already runs
If a primary antivirus handles real-time blocking, SUPERAntiSpyware supplies a second on-demand scanner with quarantine handling plus startup and hijacker remediation inside one scan-report workflow. HitmanPro also focuses on fast on-demand cleanup with guided removal after an infection event.
Who benefits from adware spyware cleanup tools and persistence checks
Buyers should match tool behavior to incident type and governance needs. Tools built around Windows integration fit centralized endpoint control, while tools built around browser hijacker cleanup fit workstation cleanup after browsing.
IT teams managing Windows endpoint governance
Microsoft Defender fits Windows fleets because Tamper Protection reduces attacker ability to disable protections during active compromise. The tool also supports centralized endpoint governance and consistent detection coverage.
Workstation owners cleaning hijacker-driven browsing incidents
AdwCleaner focuses on unwanted browser extensions plus hijacker traces in a quick on-demand cleanup session. GridinSoft Anti-Malware adds browser extension audit plus hijacker-focused remediation without requiring separate administrator tooling.
Users seeing adware that persists after reboot
SpyBot Search & Destroy remediates registry keys and startup entry persistence artifacts that survive beyond browser indicators. Norton AntiVirus Plus also targets startup persistence signals and related unwanted changes during cleanup.
Home users who need guided quarantine review
Avast Free Antivirus uses a Quarantine vault to keep removed items isolated from active execution until users manage them. AVG AntiVirus Free provides a quarantine vault plus guided removal flows in its user interface.
Teams wanting a supplemental scan tool alongside a primary antivirus
SUPERAntiSpyware is built for an extra on-demand adware spyware scanner that supplements a primary antivirus. HitmanPro provides a fast on-demand scan workflow that concentrates on cleanup after an infection event.
Common adware spyware buying and deployment pitfalls
Misalignment between incident patterns and tool workflow causes missed persistence and slow cleanup. The most frequent failures come from assuming browser hijacker tools provide continuous protection or assuming all products offer comparable endpoint governance.
Selecting a browser-focused cleanup tool when endpoint governance is required during active compromise
AdwCleaner and HitmanPro prioritize on-demand cleanup and do not provide continuous monitoring mode for always-on tracking cookie remediation. Microsoft Defender fits active compromise scenarios by using Tamper Protection and cloud-delivered intelligence.
Ignoring persistence locations when the unwanted changes survive reboots
Browser-only cleanup misses registry key and startup entry persistence. SpyBot Search & Destroy adds registry key and startup entry remediation flows that target persistence artifacts.
Expecting every tool to offer the same level of quarantine workflow review and operational isolation
Some products expose detections with a quarantine vault and guided removal flows that keep items out of active execution. Avast Free Antivirus and AVG AntiVirus Free both use a Quarantine vault approach.
Letting users dismiss too many repeated PUP prompts without workflow discipline
Avast Free Antivirus can create decision fatigue when PUP prompts recur during scanning. A controlled review process and consistent scan scheduling help reduce repeated interruptions.
Assuming heuristic-heavy scanners are always safe for unusual security tooling
SUPERAntiSpyware states that heuristic detection can increase false positive rate on unusual security tooling. Buyers should validate remediation steps before mass rollout on endpoints running specialized tools.
How We Selected and Ranked These Tools
We evaluated adware spyware removal tools by comparing on-access Windows coverage, on-demand cleanup workflow clarity, and persistence cleanup reach across browser and startup artifacts. Features accounted for 40% of the score because Microsoft Defender’s Tamper Protection and cloud-delivered intelligence influence outcomes during active compromise on Windows endpoints.
Ease and value each accounted for 30% because quarantine handling and cleanup session flow determine whether users finish remediation without repeated restarts. Microsoft Defender was ranked first because it pairs real-time protection with tamper resistance and consistent detection coverage across endpoints, while browser-first tools like AdwCleaner and fast cleanup scanners like HitmanPro prioritize shorter post-incident sessions.
Frequently Asked Questions About Adware Spyware Software
How does Microsoft Defender for Endpoint handle adware and spyware detection and remediation on Windows devices?
When should an on-demand scan be used instead of relying on real-time protection for adware and spyware cleanup?
Which tool provides the strongest browser persistence cleanup workflow after browser redirects and malicious extension installs?
What tradeoff appears when a tool focuses on scanner workflows instead of long-term management and governance?
How does quarantining affect remediation workflows in Bitdefender Antivirus Free and Avast Free Antivirus?
What does registry persistence cleanup look like in SpyBot Search & Destroy compared with Norton AntiVirus Plus?
When do tracking cookie scrubbing and browser extension audit features matter for spyware and adware risk reduction?
Which tool is best for Windows fleet governance and tamper resistance during active compromise?
What breaks if adware spyware detection relies only on signature database matches and ignores behavioral analysis?
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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