
GITNUXSOFTWARE ADVICE
Data Science AnalyticsTop 10 Best Website Analysis Software of 2026
Top 10 website analysis software ranking for technical teams, comparing WebPageTest, SpeedCurve, and GTmetrix with reporting metrics and tradeoffs.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
WooRank is the best pick if you need repeatable, cross-domain SEO audit reporting that stakeholders can prioritize from, whereas Sitebulb fits technical teams that want consistent, URL-scoped crawl maps and visually prioritized recommendations.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
WooRank
Audit reports that consolidate on-page issues and authority indicators into one stakeholder-readable package.
Built for fits when teams need repeatable, cross-domain SEO audit reporting for stakeholder-ready prioritization..
Moz Pro
Editor pickOn-page Grader ties recommendations to specific page elements so teams can repeat the same QA loop.
Built for fits when SEO teams need recurring page audits, rank tracking, and backlink context in one workflow..
Sitebulb
Editor pickThe report builder produces structured, URL-referenced investigation pages with rendered evidence.
Built for fits when technical SEO teams need consistent, URL-scoped crawl reports with JavaScript visibility..
Comparison Table
WooRank
SMBWebsite review and SEO analysis platform for audits, keyword tracking, and site optimization monitoring.
Audit reports that consolidate on-page issues and authority indicators into one stakeholder-readable package.
WooRank produces structured audit outputs that group recommendations by site areas such as on-page content, technical health, and authority signals. The reporting format is designed to be readable by non-specialists while still pointing analysts to specific issues to investigate. Coverage includes on-page SEO audit items like title and meta problems, plus backlink profile observations that support broader SEO prioritization.
A key tradeoff is that WooRank focuses on audit synthesis instead of deep reproduction of a single lab session, so it can be less precise for pixel-level debugging than dedicated performance labs. A strong fit is recurring reviews for product, marketing, and technical stakeholders who need a consistent view across multiple domains and who want actionable checklists each cycle.
- +Domain audit reports that bundle SEO, performance signals, and authority indicators
- +Actionable issue lists organized by site area for faster review cycles
- +Consistent reporting format for tracking improvements across audits
- +Clear findings that non-specialists can interpret without extra tooling
- –Less suited for pixel-level performance debugging than lab-first tooling
- –Issue explanations can be generic for highly customized site stacks
- –Automation emphasis can reduce flexibility for bespoke crawl and test strategies
- –Backlink insights require follow-up for confirmation and prioritization
SEO and growth managers
Monthly domain audit for priorities
Faster quarterly improvement planning
Technical SEO leads
Triage issues across many client sites
Reduced triage time
Show 1 more scenario
Web operations teams
Track audit trends after releases
Earlier detection of regressions
Re-runs audits to spot regressions in on-page and crawl-facing SEO signals after changes.
Best for: Fits when teams need repeatable, cross-domain SEO audit reporting for stakeholder-ready prioritization.
Moz Pro
SMBSEO software suite for site crawls, keyword tracking, on-page optimization, and link analysis.
On-page Grader ties recommendations to specific page elements so teams can repeat the same QA loop.
Moz Pro fits teams that treat SEO as an operations loop rather than one-off analysis. The On-Page Grader and site audit workflows are organized around page-level findings, so issue lists stay actionable across recurring checks. Keyword tracking and backlink profile views connect content performance and link signals, which reduces the need to jump between separate systems.
A tradeoff is that Moz Pro prioritizes SEO workflows over deep performance diagnostics, so browser-level speed traces and render details are not the primary focus. It works best when a team needs consistent on-page checklists, SERP rank monitoring, and backlink-driven context for prioritization.
- +Page-level on-page grading turns audit findings into prioritized actions
- +SERP rank tracking connects keyword movement with audit progress
- +Backlink analysis adds competitor context for link strategy decisions
- +Scheduled reports support recurring stakeholder updates
- –Performance diagnostics and rendering details are less granular than dedicated speed tools
- –Advanced technical indexing checks can require more manual triangulation
- –Large site crawls can increase report noise without tighter targeting
- –Workflow depth depends on how consistently teams map actions to pages
Technical SEO teams
Run recurring on-page audits at scale
Faster fixes across key templates
SEO managers
Monitor keyword performance over time
Clearer reporting for stakeholders
Show 2 more scenarios
Link building leads
Assess backlink gaps versus competitors
More targeted link outreach
Compare link profiles and use competitive context to decide which targets to pursue.
Content operations
Standardize checks before publishing updates
Fewer post-launch SEO regressions
Use repeatable on-page guidance to catch common on-page SEO issues before rollout.
Best for: Fits when SEO teams need recurring page audits, rank tracking, and backlink context in one workflow.
Sitebulb
specialistWebsite auditing software that maps technical SEO issues with visual crawl reports and prioritized recommendations.
The report builder produces structured, URL-referenced investigation pages with rendered evidence.
Sitebulb’s core value is the way crawl outputs are organized into actionable report sections that map findings to specific URLs. The workflow emphasizes review context, including visual page analysis outputs and structured issue lists tied to crawl data. The product also includes JavaScript rendering so audit coverage does not stop at server-side HTML. This helps teams validate what users likely see alongside classic server response and markup checks.
A tradeoff is that report generation depends on successful crawl and render runs, so high-complexity sites can take longer to complete thorough sessions. Sitebulb fits teams that want a repeatable audit process with consistent report structure for each crawl. A common usage situation is technical SEO triage, where broken links, redirect behavior, canonical and hreflang signals, and crawl index hygiene need to be reviewed together.
- +Guided reports link findings to specific URLs and page views
- +JavaScript rendering expands visibility beyond raw HTML snapshots
- +Issue coverage spans redirects, canonicals, and sitemap consistency
- +Exports support repeatable audits and handoffs to other teams
- –Thorough runs can be time-intensive on large, heavy sites
- –Some advanced workflows require a stronger understanding of crawling configuration
- –Backlink and SERP tracking are not the focus of the product
- –Complex site structures can produce high issue volume per crawl
Technical SEO teams
Triage crawl issues across large sites
Faster prioritization per URL
Web engineering teams
Validate rendered output and templates
Fewer template regressions
Show 2 more scenarios
SEO operations teams
Run scheduled, repeatable audit cycles
Clear audit-to-audit diffs
Consistent report sections support comparing crawl results across investigations and releases.
Content operations teams
Check internal targeting signals
Cleaner on-page consistency
Markup and navigation issues tied to URLs help correct metadata and heading structure problems.
Best for: Fits when technical SEO teams need consistent, URL-scoped crawl reports with JavaScript visibility.
Semrush
SMBSEO and website analysis platform for traffic research, site audits, backlink analysis, and keyword tracking.
Semrush On Page SEO Checker maps content issues to actionable recommendations inside the same project.
Semrush combines website audits and SEO execution support in one workflow, with reporting designed around search visibility changes rather than page-level lab measurements. Core modules include on-page SEO audit checks, SERP rank tracking, keyword research, and backlink profile analysis.
Technical teams also get crawling and JavaScript render evaluation signals inside broader site auditing reports. Automation is supported through exports and API access for pulling metrics, updating projects, and wiring checks into internal dashboards.
- +On-page SEO audit ties findings to specific pages and recommendations
- +Rank tracking and backlink profile reports keep related SEO context together
- +API access supports programmatic pulls for audits, keywords, and positions
- +Exports support repeatable reporting for scheduled stakeholder updates
- –Site audit depth can require careful configuration to avoid noise
- –JavaScript rendering findings can lag behind real-time incident timelines
- –Complex projects can slow navigation when many domains and subfolders are included
- –Cross-reporting between audit issues and downstream fixes needs manual linking
Best for: Fits when technical teams need end-to-end SEO analysis plus audit reporting in one workspace.
Ahrefs
SMBWebsite analysis software focused on backlink intelligence, site audits, keyword research, and competitor visibility.
Large-scale backlink analytics that map link changes back to individual target pages and help prioritize remediation.
Ahrefs runs SEO-focused website analysis by crawling pages and aggregating backlinks into a queryable backlink profile. The workflow supports on-page audit views tied to content and SERP rank tracking, plus backlink and broken link analysis for diagnosing page-level issues.
Large site analysis is built around exportable datasets and repeatable reports that support ongoing technical and content operations. Automation is strongest through programmatic data access and scheduled monitoring built into project-style reporting.
- +Backlink profile views connect new links to specific target URLs
- +SERP rank tracking supports keyword-level progress across projects
- +Export-friendly reports support technical triage and stakeholder updates
- +On-page audit pages group issues by URL so fixes are actionable
- –Technical site crawling depth is less customizable than dedicated QA crawlers
- –Dashboard customization can be limiting for multi-team governance
- –Some issue explanations require manual validation against page markup
- –Automation relies more on data extraction than real-time workflow triggers
Best for: Fits when technical teams need backlink-driven prioritization plus SEO monitoring for many URLs.
SE Ranking
SMBSEO and website analysis platform with audits, rank tracking, backlink monitoring, and competitor research.
Schedule-driven reporting that keeps keyword SERP metrics and crawl findings grouped by project.
SE Ranking targets technical teams that need SERP rank tracking plus on-page and link analysis in one workflow. It combines keyword and competitor tracking with an on-page audit that flags issues like missing headings and duplicate metadata, then ties findings back to tracked pages.
Site audits also include crawl-based checks for common publishing errors such as broken links and redirect problems, with exportable reports for review cycles. The tool’s differentiator is its automation depth across reporting, monitoring, and recurring tasks tied to projects.
- +Project-based workflows connect rank tracking, audits, and reporting
- +On-page checks cover headings, metadata, and content indexing signals
- +Site audit crawls and reports redirects and broken link issues
- +Report exports support recurring stakeholder review cycles
- –Advanced projects require careful setup of tracked URLs and tasks
- –JavaScript rendering checks are limited compared with dedicated render test tools
- –Backlink exploration is helpful but less granular than specialist research suites
- –Large sites can produce report noise without tighter filters
Best for: Fits when technical teams need recurring crawl and on-page findings tied to tracked keywords.
Screaming Frog SEO Spider
specialistDesktop website crawler for technical analysis of URLs, metadata, status codes, internal links, and crawl issues.
Rule-based validation and bulk exports from crawl projects, designed for repeatable audits rather than one-time inspection.
Screaming Frog SEO Spider is a desktop crawler built for repeatable website analysis, not a browser-based tester. It generates large on-page inventories with crawl scope controls, data export, and rule-based checks for items like canonical tags, redirects, and broken links.
The software runs as a local job with project configuration files, so teams can standardize what gets crawled and how results are validated. Automation is supported through command-line execution and integrations that push crawl outputs into downstream reporting.
- +Rule-driven audits for canonicals, redirects, and broken link patterns
- +High-throughput crawling with export-ready result tables for later analysis
- +Project configuration supports consistent re-runs across audits
- +CLI automation enables scheduled crawls without manual UI steps
- –JavaScript rendering needs careful configuration to match page behavior
- –Managing very large crawls can increase memory and storage load
- –Multi-domain governance requires more setup than SaaS crawler workspaces
- –Link graph views are less actionable than tools built around internal equity mapping
Best for: Fits when technical teams need repeatable crawling workflows, deep on-page checks, and export-driven reporting.
SEOptimer
SMBWebsite audit software that checks SEO, performance, usability, and basic technical signals.
One-click URL audits produce a consolidated SEO checklist report that teams can reuse for ongoing page reviews.
SEOptimer converts a single URL run into an on-page SEO audit with prioritized findings across technical and content areas. It pairs crawl-style checks with focused reports for title tags, meta descriptions, headings, indexability, and common markup issues. The output is designed for review workflows where teams want repeatable page-level documentation tied to a consistent checklist.
- +URL-based SEO audit report organizes findings into actionable sections
- +Checks title tags, meta descriptions, and heading structure in one run
- +Flags canonical and indexability issues alongside content coverage gaps
- +Exports findings in a report format teams can attach to tickets
- –Findings stay page-centric and do not replace full-site crawling workflows
- –Automation depth and API surface are limited compared with developer-first analyzers
- –Coverage for advanced technical edge cases is narrower than specialized crawlers
- –JavaScript rendering analysis is not a primary workflow for complex apps
Best for: Fits when teams need repeatable URL-level SEO audits with shareable reports and minimal setup.
GTmetrix
specialistPerformance analysis tool for website speed testing, Core Web Vitals measurement, and page load diagnostics.
Waterfall report and recommendations that tie measured timing to specific request and render steps.
GTmetrix runs page speed tests and turns the results into actionable performance and UX reports. It combines Lighthouse-derived metrics with waterfall timing views and a changeable report workflow for repeat checks across devices and locations.
The reports focus on what slowed the page and which requests or rendering steps caused the delay. GTmetrix also supports ongoing monitoring so teams can track regressions over time.
- +Waterfall timing highlights bottlenecks across network and render phases
- +Custom report workflow supports consistent reviews across pages
- +Core Web Vitals style metrics are presented alongside actionable diagnostics
- +Monitoring captures regressions between scheduled runs
- –JavaScript rendering findings can be harder to map to source code
- –Deeper tuning often requires translating recommendations into engineering tasks
- –Large sites with many monitored URLs can create heavy reporting noise
- –Some recommendations depend on context that is not always visible in the report
Best for: Fits when teams need repeatable speed diagnostics plus scheduled regression checks.
Pingdom
SMBWebsite monitoring and speed analysis software for uptime checks, transaction monitoring, and page performance testing.
Transaction and page monitoring reports resource-level timing within a consistent synthetic workflow.
Pingdom focuses on monitoring-driven website analysis with synthetic checks and performance breakdowns tied to real page loads. It provides uptime and response-time reporting, plus detailed request and resource timings that help pinpoint slow pages and regressions.
Dashboards and alerting connect measurement to action, which is useful for technical teams tracking releases. Its analysis output centers on what its monitors can measure consistently rather than deep SEO crawling workflows.
- +Synthetic monitoring reports include page load breakdowns by resource timing
- +Alerting connects threshold breaches to specific monitored pages and steps
- +Historical charts make it easy to compare performance across time windows
- +Tagging and foldering support multi-site operations and reporting hygiene
- –SEO-oriented audits like broken link checking and sitemap validation are limited
- –Large-scale custom checks require careful monitor design to control volume
- –Deep JavaScript rendering analysis is constrained versus dedicated lab tools
- –API and automation coverage feels narrower than full observability platforms
Best for: Fits when teams need repeatable synthetic monitoring insights for performance regressions.
Conclusion
After evaluating 10 data science analytics, WooRank 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 website analysis software
Website analysis software compares on-page SEO findings and performance timing so technical teams can turn measurement into prioritized fixes across real URLs. This guide covers WooRank, Moz Pro, Sitebulb, Semrush, Ahrefs, SE Ranking, Screaming Frog SEO Spider, SEOptimer, GTmetrix, and Pingdom with emphasis on repeatable workflows and report output for stakeholders and engineers.
The included tool reviews focus on how each product gathers evidence, how reports group issues for action, and how scheduling or monitoring supports regression checks. The guide narrative connects those capabilities to day-to-day tasks like URL-scoped investigations, cross-page prioritization, and synthetic performance tracking.
Website analysis software for on-page SEO diagnostics and performance evidence across URLs
Website analysis software automates crawls, page checks, and synthetic tests to identify issues across headings, metadata, redirects, internal links, and render timing. Tools like Screaming Frog SEO Spider generate exportable crawl results for rule-based validation such as canonicals, redirects, and broken link patterns.
Speed-focused products like GTmetrix pair waterfall timing with repeatable reporting so teams can trace bottlenecks across network and render phases. SEO-oriented platforms like WooRank and Moz Pro consolidate page and domain findings into stakeholder-readable reports, with on-page evidence structured for repeatable review cycles.
Website analysis software features that decide report usefulness
Report grouping determines whether findings become actionable engineering work or stay as a list of unrelated issues. The strongest tools attach findings to stable page identifiers so stakeholders and engineers can review the same URL set across runs.
Evidence quality also depends on whether the tool follows URL-scoped investigation workflows or relies on one-click snapshots. Repeatability comes from rule-based validation, structured URL references, and scheduling that ties checks to the same project scope.
Stakeholder-ready issue packages tied to domains and page areas
WooRank bundles SEO, performance signals, and authority indicators into domain audit reports with issue lists organized by site area. Moz Pro focuses on page-level grading that prioritizes elements for recurring QA loops.
URL-scoped investigation reports built for deep technical review
Sitebulb report builder produces structured investigation pages with rendered evidence linked to specific URLs. Screaming Frog SEO Spider supports repeatable crawling workflows with rule-driven validations and export-ready result tables.
Integrated on-page recommendations and keyword context in one workspace
Semrush On Page SEO Checker maps content issues to recommendations inside the same project. SE Ranking ties project workflows together so rank tracking and on-page checks land in coordinated scheduled reporting.
Backlink-to-target page mapping for remediation prioritization
Ahrefs large-scale backlink analytics connect new link changes back to individual target pages. Moz Pro ties on-page grading and SERP rank tracking together so teams can relate keyword movement to audit progress.
Speed diagnostics that separate network timing from render steps
GTmetrix waterfall reports link measured timing to specific request and render steps for regression checks. Pingdom synthetic monitoring reports add alerting and page load breakdowns by resource timing for performance threshold breaches.
How to choose website analysis software for repeatable evidence-to-fix workflows
Selection should start with the workflow shape a team needs, not the breadth of metrics shown on a dashboard. Some tools emphasize stakeholder-ready SEO report packaging across domains while others emphasize rule-driven crawling for deterministic validation.
Next, align automation with how work is staffed. Scheduled reporting works for teams that maintain keyword and URL lists over time. Export-driven crawls and rule validation fit teams that run repeatable QA checks and then route results into engineering tasks.
Pick report packaging based on who consumes the output
If stakeholders need consolidated cross-domain audit outputs with authority indicators in one package, select WooRank because its domain audit reports organize actionable issue lists by site area. If page owners need element-level guidance repeatable across individual page QA cycles, select Moz Pro because on-page Grader ties recommendations to specific page elements.
Choose between URL-scoped technical investigation or one-click URL checklists
If teams need investigations structured as URL-scoped pages with rendered evidence, select Sitebulb because its report builder links findings to specific URLs and page views. If the need is one-click URL audits that return a shareable SEO checklist report with title tags, meta descriptions, and heading structure, select SEOptimer because its outputs stay page-centric.
Decide whether crawling must be rule-driven and export-first
If audits require repeatable validations like canonicals, redirects, and broken link patterns with export-ready tables, select Screaming Frog SEO Spider because its rule-based validation and bulk exports support deterministic checks. If the site analysis must stay inside an end-to-end SEO workspace with content recommendations and audit reporting together, select Semrush because its On Page SEO Checker maps content issues to recommendations inside the same project.
Match automation to scope management and scheduling
If recurring keyword SERP reporting and crawl findings must stay grouped by project, select SE Ranking because it uses schedule-driven reporting tied to project workflows. If regression checks must include timing breakdown across network and render steps with a consistent report workflow, select GTmetrix because its custom report workflow centers on waterfall evidence.
Add monitoring when thresholds and alerting drive response
If the workflow requires alerting when monitored pages breach timing thresholds, select Pingdom because synthetic monitoring reports include alerting tied to monitored pages and resource timing breakdowns. If the workflow requires deep backlink-driven prioritization tied to specific target pages for remediation, select Ahrefs because it maps backlink changes back to individual target URLs.
Who benefits from website analysis software
Website analysis software fits teams that need repeatable evidence from the same URL sets over time. It also fits teams that must convert page findings into prioritized engineering work with stable reporting structures.
Different tools align to different operating models. SEO reporting tools suit stakeholder workflows, crawl QA tools suit technical validation workflows, and performance tools suit regression and monitoring workflows.
Technical SEO teams running repeatable crawls and validations
Screaming Frog SEO Spider supports rule-based validation for canonicals, redirects, and broken link patterns with high-throughput crawling and export-ready result tables. Sitebulb adds URL-referenced investigation pages with rendered evidence for consistent technical review.
SEO teams that coordinate page QA with keyword movement
Moz Pro connects on-page Grader recommendations to SERP rank tracking so page audits map to keyword progress. Semrush adds On Page recommendations and audit reporting inside one workspace so content issues align with broader SEO context.
Growth and SEO analysts prioritizing fixes from backlink changes
Ahrefs maps backlink profile changes back to individual target pages so remediation can be routed by URL impact. WooRank bundles authority indicators and on-page issues into stakeholder-readable domain audit packages for prioritization.
Performance engineers and site reliability owners tracking regressions
GTmetrix ties waterfall timing to specific request and render steps so regression evidence is repeatable across pages. Pingdom provides synthetic monitoring reports with resource-level timing breakdowns and alerting on threshold breaches.
Common pitfalls when buying website analysis software
Many teams buy for metrics shown in dashboards and then lose time translating outputs into stable workflows. Others pick a tool for one run and then struggle to keep project scoping consistent across weeks.
The next pitfalls show up when tooling is mismatched to report consumption, automation requirements, or render evidence needs.
Using a speed-focused tool for SEO-oriented coverage like sitemap validation and broken link checking
Pingdom limits SEO-oriented audits such as broken link checking and sitemap validation, so pairing it with dedicated SEO crawling tools is required for those checks. GTmetrix focuses on waterfall timing evidence rather than crawl-rule validations for technical SEO fixes.
Choosing a one-click URL checker and then expecting full-site crawl governance
SEOptimer stays page-centric and does not replace full-site crawling workflows for large technical investigations. Sitebulb and Screaming Frog SEO Spider support URL-scoped crawl investigations that scale to structured URL sets.
Skipping configuration depth for crawls that must avoid noise on large sites
Semrush site audit depth can require careful configuration to avoid noise, especially for JavaScript-heavy stacks. Screaming Frog SEO Spider and Sitebulb require crawl configuration discipline when JavaScript rendering visibility must match real page behavior.
Assuming backlink analytics will replace URL-level remediation planning
Ahrefs provides backlink analytics mapped to target pages, but fixing outcomes still requires routing into URL-scoped page investigations. WooRank groups issue lists by site area, which helps convert authority signals into prioritized remediation sequences.
How We Selected and Ranked These Tools
We evaluated website analysis software on report usefulness, repeatability, and evidence traceability across real URL workflows. Features weighed at 40% because tools like WooRank bundle stakeholder-readable audit packages and track multiple evidence types in structured reporting.
Ease and value each weighed at 30% because teams need consistent scheduling or export-driven output that stays usable for recurring QA loops. WooRank ranked highest because its audit report consolidation groups on-page issues with authority indicators into one stakeholder-ready package and organizes findings by site area for faster review cycles.
Frequently Asked Questions About website analysis software
How do WebPageTest, SpeedCurve, and GTmetrix differ in reporting for LCP and render timing?
Which tool is better for scheduled crawl and on-page audit reports across many URLs, Moz Pro or SE Ranking?
When should Screaming Frog SEO Spider be used instead of Sitebulb for JavaScript visibility and crawl depth?
What breaks if a website uses multiple domains and needs cross-domain auditing without rebuilding dashboards in each project?
How do Semrush and Ahrefs connect on-page technical findings with backlink context?
Which workflow best fits stakeholder-ready reporting that combines on-page issues with SERP-facing indicators, WooRank or Moz Pro?
How do teams handle integrations and automation when they need exports or API access for audit pipelines in Semrush and Screaming Frog SEO Spider?
When does RBAC and audit logging matter for website analysis, and which tools support it more directly?
Where does Sitebulb fall short compared with Screaming Frog SEO Spider for bulk rule-based validation and large crawling inventories?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Data Science AnalyticsTop 10 Best Web Analysis Software of 2026
- Data Science AnalyticsTop 10 Best Website Activity Monitoring Software of 2026
- Marketing AdvertisingTop 10 Best Search Engine Optimization Website Analysis Software of 2026
- Data Science AnalyticsTop 10 Best Website Analysis Services of 2026
- Data Science AnalyticsTop 10 Best Website Speed Optimization Services of 2026
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