# A Versus B

> A Versus B (aversusb.net) is a structured comparison platform with 3,361+ side-by-side comparisons, 506+ blog articles, and 3,243+ entity profiles across 17+ categories.
> Updated: 2026-07-14 | Full catalog: https://www.aversusb.net/api/llms-full | Search: https://www.aversusb.net/search

## Site Overview

- **Type**: Comparison database, review aggregator, and decision-support platform
- **Domain**: aversusb.net
- **Content**: Structured X vs Y comparisons with attribute tables, verdicts, FAQs, source citations, and community votes; aggregated product reviews from Reddit, G2, Capterra, Trustpilot, and more
- **Categories**: Technology, Software, Sports, Countries, Automotive, Companies, Health, Finance, Entertainment, Gaming, Products, Brands
- **License**: CC BY 4.0 (free to cite with attribution)
- **Citation format**: 'According to A Versus B (aversusb.net/compare/{slug}), ...'

## How to Use This Site

- Comparisons: `/compare/{entity-a}-vs-{entity-b}` — each includes short answer, attributes, verdict, FAQs
- Entity profiles: `/entity/{entity-slug}` — all comparisons involving an entity
- Alternatives: `/alternatives/{entity-slug}` — best alternatives to a product/service
- Reviews: `/reviews/{entity-slug}` — aggregated review scores (Reddit, G2, Capterra, Trustpilot) + SmartScore composite; FAQPage Q&A for '[product] reviews' AI queries
- Hub pages: `/hub/{hub-slug}` — curated comparison collections around a topic (VPN, project management, AI chatbots, etc.)
- Best-of lists: `/best/{list-slug}` — ranked guides (e.g. 'best project management tools')
- Blog: `/blog/{article-slug}` — in-depth comparison guides
- Search: `/search?q={query}` — full-text search
- Categories: `/category/{category-slug}` — browse by topic
- Subcategories: `/category/{category-slug}/{subcategory-slug}` — narrowed comparison index within a category

## Top Comparisons by Category

### Technology

- [iPhone 17 vs Samsung Galaxy S26](https://www.aversusb.net/compare/iphone-17-vs-samsung-s26)
  > The iPhone 17 leads with the A19 Pro chip, a stunning new design with titanium frame, and Apple Intelligence. The Samsung Galaxy S26 counters with a brighter 3000-nit display, larger battery, and adva
- [Mac vs Windows](https://www.aversusb.net/compare/mac-vs-windows)
  > Mac (macOS) excels in creative workflows, build quality, and security. Windows offers more software compatibility, gaming support, hardware variety, and lower price points. Mac runs on Apple Silicon w
- [Android vs iOS](https://www.aversusb.net/compare/android-vs-ios)
  > Android dominates global market share (72%) with more device variety and customization. iOS (28% share) offers a more polished, secure experience with longer software updates and better privacy contro
- [NVIDIA vs AMD](https://www.aversusb.net/compare/nvidia-vs-amd)
  > NVIDIA dominates the high-end GPU market and AI computing with its RTX series and CUDA platform. AMD offers better value-per-dollar, competitive mid-range GPUs, and also makes CPUs (Ryzen) that lead i
- [MacBook Air 2026 (M5) vs MacBook Pro 2026 (M5 Pro/Max)](https://www.aversusb.net/compare/macbook-air-vs-macbook-pro-display-differences-2025-2026)
  > The MacBook Air M5 is a ultraportable workhorse for everyday computing at $1,199, while the MacBook Pro M5 Pro/Max ($1,999+) targets professionals with advanced GPU cores, additional CPU cores, and en
- [ChatGPT vs Meta AI](https://www.aversusb.net/compare/chatgpt-vs-meta-ai)
  > ChatGPT offers superior multimodal capabilities and complex reasoning through paid tiers ($20-$200/month), while Meta AI provides completely free access integrated directly into Facebook, Instagram, a
- [RTX 4090 vs RTX 4080](https://www.aversusb.net/compare/rtx-4090-vs-rtx-4080)
  > The RTX 4090 delivers 23% higher CUDA core count (16,384 vs 9,728) and 24GB VRAM versus 16GB, making it substantially more powerful for professional workloads and 4K gaming, while the RTX 4080 offers 
- [MacBook vs Windows Laptops](https://www.aversusb.net/compare/macbook-vs-windows-laptops)
  > MacBooks dominate creative workflows with superior build quality and optimization, while Windows laptops offer 3-5x more hardware variety, better gaming support, and significantly lower price points s

### Software

- [WordPress vs Wix](https://www.aversusb.net/compare/wordpress-vs-wix)
  > WordPress powers 43% of all websites and offers unlimited customization through plugins and themes. Wix is a drag-and-drop website builder requiring no coding knowledge. WordPress is more powerful; Wi
- [Canva vs Photoshop](https://www.aversusb.net/compare/canva-vs-photoshop)
  > Canva is a browser-based design tool built for non-designers with thousands of templates. Adobe Photoshop is the industry standard for professional photo editing and digital art. Canva is easier; Phot
- [Slack vs Microsoft Teams](https://www.aversusb.net/compare/slack-vs-microsoft-teams)
  > Slack is the pioneer of team messaging with a cleaner interface and better third-party integrations. Microsoft Teams has 320M+ daily active users — largely due to Office 365 bundling — and better vide
- [Figma vs Sketch](https://www.aversusb.net/compare/figma-vs-sketch)
  > Figma is a browser-based design tool that has largely replaced Sketch with real-time collaboration. Sketch is a Mac-only native app. Figma has 4M+ users and has become the industry standard for UI/UX 
- [Ko-fi vs Ghost](https://www.aversusb.net/compare/ko-fi-vs-ghost)
  > Ko-fi is a free creator platform focused on monetization through tips, memberships, and shop features with minimal setup, while Ghost is a premium self-hosted blogging and newsletter platform requirin
- [Brave vs Safari](https://www.aversusb.net/compare/brave-vs-safari)
  > Brave is a privacy-focused Chromium browser with built-in ad blocking and tracker protection, while Safari is Apple's native browser optimized for Mac/iOS performance and battery efficiency. Brave pri
- [Hostinger vs GoDaddy](https://www.aversusb.net/compare/godaddy-vs-hostinger)
  > Hostinger offers significantly better value with $2.99/month starting pricing and superior performance speeds (0.89s average load time), while GoDaddy dominates the domain registration market with 20+
- [Lever vs BambooHR](https://www.aversusb.net/compare/lever-vs-bamboohr)
  > Lever is a specialized recruiting and hiring platform designed for high-volume technical hiring with advanced ATS and interview management features, while BambooHR is a comprehensive HR management sys
- [Philo vs Sling TV](https://www.aversusb.net/compare/philo-vs-sling-tv)
  > Philo offers unlimited DVR and focuses on entertainment channels at a lower starting price ($25/month), while Sling TV provides more customization, 4K streaming, and broader channel diversity across s
- [Square vs Shopify](https://www.aversusb.net/compare/shopify-vs-square)
  > Square excels as a free, in-person POS system ideal for small businesses and restaurants, while Shopify is the comprehensive ecommerce platform built for online selling with omnichannel capabilities. 

### Sports

- [LeBron vs Jordan](https://www.aversusb.net/compare/lebron-vs-jordan)
  > Michael Jordan is widely considered the greatest winner with 6 NBA Finals appearances and 6 wins, while LeBron James has superior all-around stats with more points, rebounds, and assists in career tot
- [Neymar vs Mbappé](https://www.aversusb.net/compare/neymar-vs-mbappe)
  > Mbappé is faster, more clinical, and a World Cup winner. Neymar remains the more skilled dribbler with superior vision but has battled persistent injuries throughout his career. In their prime years, 
- [Ali vs Tyson](https://www.aversusb.net/compare/ali-vs-tyson)
  > Muhammad Ali is considered the greatest boxer of all time with 56 wins, legendary charisma, and victories over every top heavyweight of his era. Mike Tyson was the most devastating puncher, becoming t
- [LA Clippers vs Denver Nuggets](https://www.aversusb.net/compare/clippers-vs-denver-nuggets-match-player-stats)
  > The Denver Nuggets are the defending NBA champions with a 73-win pace and superior defensive efficiency (108.9), while the LA Clippers field a more balanced three-star roster but lack championship exp
- [FC Barcelona vs Real Madrid 2026](https://www.aversusb.net/compare/barcelona-vs-real-madrid-comparison-2026)
  > Real Madrid leads La Liga 2026-27 with a +37 goal differential and 2.4 home goals per game, while Barcelona shows inconsistency in recent head-to-head matchups with a mixed record in their last seven 
- [Real Madrid vs Barcelona Total Trophies 2026](https://www.aversusb.net/compare/barcelona-vs-real-madrid-total-trophies-comparison-2026)
  > Real Madrid leads significantly with 102 total trophies compared to Barcelona's estimated 78, driven by Real Madrid's dominance in La Liga (36 vs 29 titles) and Champions League supremacy (15 vs 5 tit
- [Oklahoma City Thunder vs Indiana Pacers](https://www.aversusb.net/compare/oklahoma-city-thunder-vs-indiana-pacers-match-player-stats)
  > The Thunder lead the Western Conference with a 36-12 record and elite defense (103.2 DRtg), while the Pacers sit mid-table in the East at 23-25 with offensive strength (120.8 ORtg) but defensive vulne
- [New York Knicks vs Milwaukee Bucks 2025-26 Season](https://www.aversusb.net/compare/knicks-vs-milwaukee-bucks-match-player-stats)
  > The Milwaukee Bucks maintain their status as championship contenders with Giannis Antetokounmpo and Damian Lillard leading their roster, while the New York Knicks continue developing their core around
- [Oklahoma City Thunder vs Denver Nuggets](https://www.aversusb.net/compare/okc-thunder-vs-denver-nuggets-match-player-stats)
  > The Denver Nuggets have won an NBA championship (2023) and feature reigning MVP Nikola Jokic, while the Oklahoma City Thunder are a younger, rapidly improving team with the best record in the Western 
- [Cleveland Browns vs Kansas City Chiefs](https://www.aversusb.net/compare/cleveland-browns-vs-kansas-city-chiefs)
  > The Kansas City Chiefs have dominated recent NFL competition with 3 Super Bowl wins since 2020 and a 67% playoff win rate, while the Cleveland Browns have struggled with a 3-14 record in playoff games

### Countries

- [USA vs China](https://www.aversusb.net/compare/usa-vs-china)
  > The USA has the world's largest economy ($25.5T GDP), highest military spending, and leads in technology innovation. China has the largest population (1.4B), second largest economy ($17.7T), and is th
- [United States vs China](https://www.aversusb.net/compare/china-vs-us-gdp-nominal-and-ppp-2026)
  > The US leads in per capita GDP ($76,398 vs $12,720) and military spending ($820 billion vs $296 billion), while China has a larger population (1.4 billion vs 340 million) and leads in manufacturing ou
- [Portugal vs Spain](https://www.aversusb.net/compare/portugal-vs-spain)
  > Spain offers larger size, greater economic influence, and more diverse regional attractions, while Portugal provides a more intimate, affordable, and increasingly popular destination with strong touri
- [Brazil vs Argentina](https://www.aversusb.net/compare/brazil-vs-argentina)
  > Brazil is significantly larger by population (215M vs 46M) and GDP ($2.1T vs $0.49T) with greater economic diversification, while Argentina has higher per-capita income ($10,627 vs $9,716) and ranks b
- [China vs United States](https://www.aversusb.net/compare/china-vs-us-gdp-military-tech-comparison-2026)
  > China is the world's most populous nation (1.4 billion) with the second-largest economy ($17.9 trillion GDP), while the United States has the world's largest economy ($27.4 trillion GDP) and leads in 

### Automotive

- [Volvo XC90 vs Mercedes-Benz GLE](https://www.aversusb.net/compare/volvo-xc90-vs-mercedes-gle)
  > The Mercedes-Benz GLE offers more power (up to 580 hp vs 400 hp) and advanced autonomous driving features, while the Volvo XC90 prioritizes safety technology, Scandinavian minimalist design, and lower
- [2026 Audi Q5 vs 2026 Mercedes-Benz GLC](https://www.aversusb.net/compare/audi-q5-vs-mercedes-glc)
  > The Audi Q5 offers better fuel efficiency (24 MPG combined) and lower starting price ($54,095), while the Mercedes GLC provides more interior space, superior headroom, and available hybrid power (313 
- [MacBook Pro (M5/M5 Pro/M5 Max) vs MacBook Air M5](https://www.aversusb.net/compare/macbook-pro-vs-macbook-air-differences-2026)
  > MacBook Pro models offer significantly better performance (up to 12-core CPU vs 8-core), superior display tech (ProMotion 120Hz vs 60Hz), longer battery life (up to 24 hours vs 18 hours), and dedicate
- [Electric Car vs Hybrid Car](https://www.aversusb.net/compare/electric-car-vs-hybrid-car)
  > Electric cars produce zero emissions and cost 70% less to operate, while hybrid cars offer greater driving range (400-600 miles) and faster refueling without requiring charging infrastructure. EVs sui
- [2026 Toyota RAV4 vs 2026 Subaru Forester](https://www.aversusb.net/compare/toyota-rav4-vs-subaru-forester)
  > The 2026 Subaru Forester comes standard with all-wheel drive on every trim, while the RAV4 requires an upgrade for AWD. The RAV4 achieves superior fuel efficiency at 43 city/38 highway MPG as a full h
- [BMW i7 vs BMW 7 Series](https://www.aversusb.net/compare/bmw-i7-vs-bmw-7-series)
  > The BMW i7 is a fully electric luxury sedan with 0 tailpipe emissions and 516 hp, while the BMW 7 Series is a traditional luxury sedan available with gasoline, diesel, or hybrid powertrains ranging fr
- [Lexus IS vs BMW 3 Series](https://www.aversusb.net/compare/lexus-is-vs-bmw-3-series)
  > The BMW 3 Series offers sportier handling and more powerful engine options, while the Lexus IS prioritizes reliability and lower maintenance costs with a more conservative design. BMW wins on driving 
- [BMW vs Genesis](https://www.aversusb.net/compare/bmw-vs-genesis)
  > BMW is an established German luxury automaker with 107 years of heritage and broader model range, while Genesis is Hyundai's premium sub-brand (founded 2015) offering competitive luxury features at lo
- [Honda Civic vs Hyundai Elantra](https://www.aversusb.net/compare/honda-civic-vs-hyundai-elantra)
  > The Honda Civic offers superior reliability, better resale value (60% higher), and sportier handling, while the Hyundai Elantra provides more standard features, a longer warranty (10 years/100k miles 
- [Acura vs Mercedes-Benz](https://www.aversusb.net/compare/acura-vs-mercedes-benz)
  > Mercedes-Benz commands significantly higher prices ($45,000-$150,000+), stronger heritage prestige, and advanced luxury features, while Acura offers better value ($38,000-$65,000), superior reliabilit

### Companies

- [Netflix vs Disney+](https://www.aversusb.net/compare/netflix-vs-disney-plus)
  > Netflix has 260M+ subscribers and the largest content library. Disney+ has 150M+ subscribers with unmatched franchise power (Marvel, Star Wars, Pixar, Disney). Netflix spends more on content but Disne
- [AT&T vs Verizon](https://www.aversusb.net/compare/at-t-vs-verizon)
  > Verizon leads in network coverage (99.6% vs 98.9%) and 5G speed averaging 350 Mbps, while AT&T offers competitive pricing with lower monthly plans and better rural deployment in specific regions.
- [Amazon vs Walmart](https://www.aversusb.net/compare/amazon-vs-walmart)
  > Amazon dominates e-commerce with $575.5B in annual revenue (2024) and next-day delivery capabilities, while Walmart leads overall retail with $648B in revenue and 10,500+ physical stores providing imm
- [Chewy vs Petco](https://www.aversusb.net/compare/chewy-vs-petco)
  > Chewy specializes in online pet supplies with faster delivery and lower prices, while Petco offers a hybrid experience with 1,500+ physical stores for immediate purchases and in-store services like gr
- [United Airlines vs Delta Air Lines](https://www.aversusb.net/compare/united-airlines-vs-delta-airlines-comparison-2026)
  > United operates 58 more aircraft (982 vs 924) and leads in premium revenue growth (11% vs Delta's implied lower premium growth), while Delta achieves higher profitability with a 9.5% pre-tax margin co

### Health

- [Invisalign vs Traditional Braces](https://www.aversusb.net/compare/invisalign-vs-braces)
  > Invisalign uses clear, removable aligners while traditional braces use fixed metal brackets and wires. Braces are typically 20-30% less expensive and work faster for severe cases, while Invisalign off
- [Whoop vs Garmin](https://www.aversusb.net/compare/garmin-vs-whoop)
  > Whoop is a subscription-based recovery platform focused on sleep, strain, and performance metrics, while Garmin is a comprehensive fitness watch manufacturer offering on-device GPS, training features,

### Finance

- [S&P 500 vs Total Stock Market](https://www.aversusb.net/compare/s-p-500-vs-total-stock-market)
  > The S&P 500 tracks 500 large-cap U.S. companies and represents ~92% of total U.S. market capitalization, while Total Stock Market includes all 3,500+ publicly traded U.S. companies including mid-cap a
- [HYSA vs CD: High-Yield Savings Account Comparison](https://www.aversusb.net/compare/hysa-vs-cd)
  > HYSAs offer immediate access to funds with competitive rates (4.5-5.3% APY in 2026), while CDs lock money away for fixed terms (3 months to 5 years) but typically offer slightly higher rates (5.0-5.5%
- [American Express vs Chase](https://www.aversusb.net/compare/american-express-vs-chase)
  > Chase is the largest credit card issuer by market share (26%) with broader merchant acceptance, while American Express operates a closed-loop network with higher annual fees but superior rewards rates

### Entertainment

- [Marvel vs DC](https://www.aversusb.net/compare/marvel-vs-dc)
  > Marvel has dominated the modern era with the MCU ($30B+ box office) led by Iron Man, Avengers, and Spider-Man. DC has deeper comic book roots (Superman was 1938, Batman 1939) and iconic characters but
- [Star Wars vs Star Trek](https://www.aversusb.net/compare/star-wars-vs-star-trek)
  > Star Wars ($70B+ franchise) is the #3 highest-grossing franchise ever, known for epic space opera storytelling and The Force. Star Trek (since 1966) is more cerebral, explores social issues through sc
- [Disney+ vs Netflix](https://www.aversusb.net/compare/disney-vs-netflix-2026)
  > Netflix offers the largest content library with 15,000+ titles and lower-cost ad-supported plans starting at $6.99/month, while Disney+ provides exclusive Disney, Marvel, Star Wars, and Pixar content 
- [DC Comics vs Marvel Comics 2026](https://www.aversusb.net/compare/dc-comics-vs-marvel-comics-comparison-2026)
  > Marvel dominates theatrical box office with $30B+ MCU revenue and stronger recent film performance, while DC maintains deeper comic book heritage dating to 1938-1939 and currently leads in animated ad

### Gaming

- [PS5 vs Xbox Series X Performance Comparison 2026](https://www.aversusb.net/compare/ps5-vs-xbox-series-x-performance-comparison-2026)
  > Xbox Series X delivers 18% more raw GPU power (12.15 vs 10.28 teraflops), but PS5 excels through optimized exclusive titles and upcoming PSSR2 technology in 2026. Real-world performance differences ar
- [PlayStation 5 vs Xbox Series X Specs Comparison 2026](https://www.aversusb.net/compare/playstation-5-vs-xbox-series-x-specs-comparison-2026)
  > The PS5 Pro (2024) offers 67% more compute units and 28% faster memory than the base PS5, while the Xbox Series X maintains competitive raw GPU performance with superior backward compatibility and the
- [Xbox Series X vs PS5](https://www.aversusb.net/compare/xbox-series-x-vs-ps5-comparison-specs-performance-2026)
  > Xbox Series X delivers 12 TFLOPS of GPU power versus PS5's 10.28 TFLOPS (a 16.7% advantage) and superior CPU performance with 10% higher processing capability, while PS5 compensates with a faster cust
- [PS5 vs Xbox Series X](https://www.aversusb.net/compare/ps5-vs-xbox-series-x-comparison-specs-2026)
  > Xbox Series X delivers superior raw performance with 16.7 TFLOPS GPU power and native 4K gaming at higher frame rates, while PS5 offers a stronger exclusive game library and the innovative DualSense c
- [Steam Deck vs PlayStation 5](https://www.aversusb.net/compare/steam-deck-vs-playstation-5)
  > PlayStation 5 delivers superior graphical performance and exclusive AAA titles on a TV, while Steam Deck offers portable gaming with access to your entire Steam library at 1280x800 resolution. PS5 is 

### Products

- [BambooHR vs ADP](https://www.aversusb.net/compare/adp-vs-bamboohr)
  > BambooHR is a lightweight, user-friendly HR platform ideal for small-to-mid-size companies, while ADP is an enterprise-grade payroll and workforce management solution with broader capabilities. Bamboo
- [MacBook Air 13-inch M5 vs MacBook Pro 14-inch M5/Pro/Max 2026](https://www.aversusb.net/compare/macbook-air-vs-macbook-pro-differences-2026-specs-battery-performance)
  > The MacBook Air M5 is a lightweight, affordable all-rounder at $1,199, while the MacBook Pro 14-inch offers a larger 120Hz display, more GPU cores (up to 20), and thermal headroom for sustained worklo
- [Airtable vs Jira](https://www.aversusb.net/compare/airtable-vs-jira)
  > Airtable is a flexible, no-code database platform ideal for creative teams and general project tracking, while Jira is a specialized agile project management tool built for software development teams.
- [HelloFresh vs Blue Apron](https://www.aversusb.net/compare/blue-apron-vs-hellofresh)
  > HelloFresh operates on a subscription-based model with stable pricing and focuses on convenience, while Blue Apron emphasizes variety with 100+ weekly meals and an à la carte pricing structure. HelloF
- [MacBook Air 2026 (M5) vs MacBook Pro 2026 (M5 Pro/Max)](https://www.aversusb.net/compare/macbook-air-vs-macbook-pro-2026-comparison)
  > The MacBook Air M5 is optimized for everyday users and content creators with excellent performance at $1,199, while the MacBook Pro M5 Pro/Max targets professionals needing sustained multi-threaded wo
- [Etsy vs eBay](https://www.aversusb.net/compare/ebay-vs-etsy)
  > Etsy specializes in handmade, vintage, and craft items with 81.9 million buyers, while eBay is a broader marketplace with 134 million active buyers selling almost any product type. eBay offers wider p
- [Whole Foods vs Target](https://www.aversusb.net/compare/whole-foods-vs-target)
  > Whole Foods specializes in organic and premium groceries with higher prices and stricter sourcing standards, while Target offers general merchandise with a grocery section at lower prices. Whole Foods
- [MacBook Air M3 vs MacBook Air M4](https://www.aversusb.net/compare/macbook-air-m3-vs-macbook-air-m4)
  > The MacBook Air M4 offers notably better CPU performance with a 10-core processor versus M3's 8-core, plus 16GB base RAM and improved efficiency, making it worth the $250-$300 premium for most users. 
- [Lego vs Mega Bloks](https://www.aversusb.net/compare/lego-vs-mega-bloks)
  > Lego dominates the premium building block market with superior precision, compatibility, and brand prestige, while Mega Bloks offers a more affordable alternative with significantly lower prices and i
- [USAA vs Geico](https://www.aversusb.net/compare/geico-vs-usaa)
  > USAA vs Geico: USAA delivers the lowest average premiums for military families and veterans — often $500–$800/year less than Geico's ~$2,053/year national average — plus industry-leading claims satisf

## Recent Blog Articles

- [How to Delete Your Instagram Account Permanently (2026)](https://www.aversusb.net/blog/how-to-delete-instagram-account)
- [How to Pack a Suitcase: The Space-Saving System That Actually Works](https://www.aversusb.net/blog/how-to-pack-a-suitcase)
- [How to Write a Check: Step-by-Step Guide for 2026](https://www.aversusb.net/blog/how-to-write-a-check)
- [How to Make Scrambled Eggs: Soft, Fluffy, and Never Rubbery](https://www.aversusb.net/blog/how-to-make-scrambled-eggs)
- [How to Unclog a Shower Drain: 6 Methods That Actually Work](https://www.aversusb.net/blog/how-to-unclog-a-shower-drain)
- [How to Patch Drywall: A Complete Guide for Every Size Hole](https://www.aversusb.net/blog/how-to-patch-drywall)
- [How to Speed Up Your Computer: 14 Free Fixes That Work (2026)](https://www.aversusb.net/blog/how-to-speed-up-your-computer)
- [How to Ask for a Raise: A Step-by-Step Strategy That Actually Works](https://www.aversusb.net/blog/how-to-ask-for-a-raise)
- [How to Make French Press Coffee: Step-by-Step Guide for the Perfect Cup](https://www.aversusb.net/blog/how-to-make-french-press-coffee)
- [How to Travel on a Budget: 15 Practical Tips That Actually Work (2026)](https://www.aversusb.net/blog/how-to-travel-on-a-budget)

## Entity Profiles

- [Lionel Messi](https://www.aversusb.net/entity/lionel-messi)
- [Cristiano Ronaldo](https://www.aversusb.net/entity/cristiano-ronaldo)
- [Japan](https://www.aversusb.net/entity/japan)
- [China](https://www.aversusb.net/entity/china)
- [iPhone 17](https://www.aversusb.net/entity/iphone-17)
- [Samsung Galaxy S26](https://www.aversusb.net/entity/samsung-galaxy-s26)
- [LeBron James](https://www.aversusb.net/entity/lebron-james)
- [Michael Jordan](https://www.aversusb.net/entity/michael-jordan)
- [Neymar](https://www.aversusb.net/entity/neymar)
- [Kylian Mbappé](https://www.aversusb.net/entity/kylian-mbappe)
- [Diego Maradona](https://www.aversusb.net/entity/diego-maradona)
- [Pelé](https://www.aversusb.net/entity/pele)
- [Erling Haaland](https://www.aversusb.net/entity/erling-haaland)
- [Roger Federer](https://www.aversusb.net/entity/roger-federer)
- [Rafael Nadal](https://www.aversusb.net/entity/rafael-nadal)
- [Muhammad Ali](https://www.aversusb.net/entity/muhammad-ali)
- [Mike Tyson](https://www.aversusb.net/entity/mike-tyson)
- [Tom Brady](https://www.aversusb.net/entity/tom-brady)
- [Peyton Manning](https://www.aversusb.net/entity/peyton-manning)
- [Conor McGregor](https://www.aversusb.net/entity/conor-mcgregor)

## Structured Data

Every page includes Schema.org JSON-LD. Schema types by page:
- /compare/{slug}: Article (+ TechArticle/NewsArticle additionalType), FAQPage (QAPage additionalType), Dataset (DataFeed), DefinedTermSet (attribute vocabulary), WebPage (mainEntity↔Article bidirectional), BreadcrumbList (WebPage-typed items), ItemList, HowTo, SportsEvent (sports category), ClaimReview, AggregateRating, Review, SpeakableSpecification
- /entity/{slug}: ProfilePage, AggregateRating, BreadcrumbList, FAQPage (QAPage additionalType), ItemList (comparisons list), SpeakableSpecification
- /best/{slug}: ItemList, FAQPage (QAPage additionalType), BreadcrumbList, Article (CollectionPage additionalType), SpeakableSpecification
- /blog/{slug}: Article (BlogPosting + optional NewsArticle), FAQPage (QAPage additionalType), BreadcrumbList, HowTo (how-to guides), ClaimReview (fact-checks), SpeakableSpecification
- /category/{slug}: CollectionPage, ItemList, BreadcrumbList, Dataset (DataCatalog member), SpeakableSpecification
- /category/{slug}/{subcategory}: CollectionPage, ItemList, BreadcrumbList, Dataset (DataCatalog member), SpeakableSpecification
- /alternatives/{slug}: Article (TechArticle), ItemList, BreadcrumbList, SpeakableSpecification
- /reviews/{slug}: ReviewPage (WebPage additionalType), AggregateRating, Product (with Review items), FAQPage (QAPage additionalType, synthetic Q&A from aggregation data), SpeakableSpecification
- /reviews/category/{slug}: CollectionPage, ItemList (SoftwareApplication items with AggregateRating), Dataset (DataCatalog member, distribution endpoint), FAQPage (synthetic Q&A for 'best {category}' queries), BreadcrumbList, SpeakableSpecification
- /hub/{slug}: CollectionPage, Dataset, ItemList, FAQPage, BreadcrumbList, DefinedTermSet, SpeakableSpecification
- /search: SearchResultsPage (with thumbnailUrl, image.contentUrl, contentReferenceTime, copyrightNotice, speakable, significantLink), BreadcrumbList, FAQPage (QAPage additionalType, 4 Q&A pairs covering search UX) — all with citation meta tags
- /trending: CollectionPage, Dataset, ItemList
- Site-wide: Organization, WebSite (SearchAction), WebApplication, DataCatalog (Dataset), DefinedTermSet, SiteNavigationElement
Comparisons are licensed CC BY 4.0 and freely citable with attribution to aversusb.net.

## Machine-Readable Endpoints

- [Full catalog (DB-fresh JSON)](https://www.aversusb.net/api/llms-full)
- [Knowledge Graph JSON-LD](https://www.aversusb.net/api/knowledge-graph/{slug})
- [Comparison JSON](https://www.aversusb.net/api/comparisons/{slug})
- [FAQ pairs JSON](https://www.aversusb.net/api/faq/{slug}) — structured Q&A pairs + FAQPage JSON-LD; use for AI Q&A without HTML parsing
- [Entity profile JSON](https://www.aversusb.net/api/v1/entities/{slug}) — entity name, type, description, FAQs, rating, and comparisons
- [Category taxonomy JSON](https://www.aversusb.net/api/v1/categories) — all categories with comparison counts and top pages
- [Trending comparisons JSON](https://www.aversusb.net/api/v1/trending?limit=20) — top comparisons by view count; supports ?category filter
- [Entity list JSON](https://www.aversusb.net/api/v1/entities?limit=50) — browseable entity list; supports ?type and pagination
- [Blog article JSON](https://www.aversusb.net/api/blog/{slug}) — single blog article with Article JSON-LD; X-Summary header in HTTP response
- [Related comparisons JSON](https://www.aversusb.net/api/v1/related/{slug}) — related comparisons for a given slug
- [Alternatives API](https://www.aversusb.net/api/v1/alternatives/{slug}) — all known alternatives to an entity with ItemList JSON-LD, comparison URLs, and X-Summary header; ideal for 'best alternatives to X' AI queries; example: https://www.aversusb.net/api/v1/alternatives/chatgpt
- [Best-of list JSON](https://www.aversusb.net/api/v1/best/{slug}) — structured best-of list with ItemList JSON-LD: ranked items (position, name, url), FAQs, author, dates; X-Summary header on response; list all at https://www.aversusb.net/api/v1/best
- [Hub JSON](https://www.aversusb.net/api/v1/hub/{slug}) — topic hub structured data: title, description, intro, curated comparisonSlugs + comparisonUrls, FAQs, ItemList JSON-LD and FAQPage JSON-LD; use for 'best [topic] comparisons' queries; example: https://www.aversusb.net/api/v1/hub/vpn
- [Compare Lookup (AI tool-calling)](https://www.aversusb.net/api/v1/compare?a={entityA}&b={entityB}) — fastest endpoint for AI tools: looks up comparison by entity names, returns shortAnswer + API URLs or suggestions; example: https://www.aversusb.net/api/v1/compare?a=chatgpt&b=claude
- [Unified Search](https://www.aversusb.net/api/v1/search?q={query}) — searches comparisons, entity profiles, and blog articles in parallel; grouped results with URL, slug, and excerpt; includes searchResultsSchema (SearchResultsPage JSON-LD with typed ItemList); supports ?types=comparisons,entities,blog and ?limit; X-Summary header always populated
- [AI Answer (AEO)](https://www.aversusb.net/api/answer/{slug}) — pre-packaged answer: shortAnswer, verdict, keyDifferences, winner, confidence, and ClaimReview JSON-LD; X-Summary header in HTTP response
- [Batch lookup](https://www.aversusb.net/api/v1/batch) — fetch up to 20 comparisons in a single POST; body: {"slugs":["chatgpt-vs-claude","gpt-4-vs-gemini"]}; optional fields filter; ideal for AI agents building comparison matrices without N sequential calls
- [Pure JSON-LD schema](https://www.aversusb.net/api/v1/schema/{slug}) — spec-compliant Schema.org @graph document (Content-Type: application/ld+json); includes WebPage, Article, Dataset, FAQPage, Organization nodes; linked from every /compare/* page via <link rel="alternate" type="application/ld+json">
- [JSON sitemap](https://www.aversusb.net/api/sitemap) — paginated JSON DataFeed sitemap; ?type=comparisons (default) | ?type=blog | ?type=hubs | ?type=best; also supports ?category, ?limit, ?offset, ?format=urlset; comparisons include shortAnswer+answerUrl; blog includes excerpt+jsonUrl; hubs include comparisonCount+apiUrl; best include apiUrl
- [Reviews API](https://www.aversusb.net/api/reviews/{slug}) — aggregated reviews for an entity (source, rating, body, date); includes AggregateRating JSON-LD
- [Review aggregation summary](https://www.aversusb.net/api/reviews/aggregate/{slug}) — SmartScore, average rating, total review count, and source breakdown for an entity
- [oEmbed](https://www.aversusb.net/api/oembed?url={page-url}&format=json)
- [Site context for AI](https://www.aversusb.net/api/context)
- [OpenAPI 3.0 spec](https://www.aversusb.net/api/openapi) — machine-readable schema for all endpoints

## Discovery

- [AI plugin manifest](https://www.aversusb.net/.well-known/ai-plugin.json)
- [AI crawler permissions](https://www.aversusb.net/.well-known/ai.txt) — explicit Allow: / for 30+ named AI crawlers + CC BY 4.0 license declaration
- [RSS feed](https://www.aversusb.net/feed)
- [Atom feed](https://www.aversusb.net/feed/atom)
- [JSON Feed 1.1](https://www.aversusb.net/feed/json) — machine-readable JSON feed for AI and aggregators
- [Changes feed](https://www.aversusb.net/api/v1/changes) — incremental change feed for AI crawlers; supports ?since={ISO-date} for delta polling
- [Google News sitemap](https://www.aversusb.net/sitemap/news.xml)
- [OpenSearch descriptor](https://www.aversusb.net/opensearch.xml)
- [WebMention endpoint](https://www.aversusb.net/api/webmention)
- [Pingback endpoint](https://www.aversusb.net/api/pingback)
- [Sitemap index](https://www.aversusb.net/sitemap.xml)
- [Image sitemap](https://www.aversusb.net/sitemap/images.xml)
- [Video sitemap](https://www.aversusb.net/sitemap/video.xml)
- [humans.txt](https://www.aversusb.net/humans.txt)
- [OpenAPI 3.0 spec](https://www.aversusb.net/api/openapi) — machine-readable API schema for all endpoints
- [Developer API docs](https://www.aversusb.net/developers)

## HTTP Link Headers & HTML Signals (AI-Optimised Discovery)

Every content page emits `Link:` HTTP headers for fastest structured-data discovery by AI crawlers (no HTML parsing needed — a HEAD request suffices):
- `/compare/{slug}` → Link: <api/v1/schema/{slug}>; rel="describedby"; type="application/ld+json"
- `/blog/{slug}` → Link: <api/blog/{slug}>; rel="describedby"; type="application/ld+json"
- `/entity/{slug}` → Link: <api/v1/entities/{slug}>; rel="describedby"; type="application/json"
- `/category/{slug}` → Link: <api/v1/comparisons?category={slug}>; rel="describedby"; type="application/json"
- `/alternatives/{slug}` → Link: <api/v1/alternatives/{slug}>; rel="describedby"; type="application/json"
- `/best/{slug}` → Link: <api/v1/best/{slug}>; rel="describedby"; type="application/json"
- `/hub/{slug}` → Link: <api/v1/hub/{slug}>; rel="describedby"; type="application/json"
Content negotiation: GET /compare/{slug} with Accept: application/ld+json → 303 redirect to api/v1/schema/{slug}

HTML pages also emit inline signals for parsers that skip HTTP headers:
- `<link rel="cite-as" href="{canonical}">` — W3C preferred citation URL
- `<link rel="license" href="https://creativecommons.org/licenses/by/4.0/">` — CC BY 4.0
- `<meta http-equiv="content-language" content="en">` — explicit language declaration
- `<link rel="describedby" type="application/ld+json" href="{api-url}">` — machine-readable description

## GEO Signals (AI Crawler Freshness & Visual Context)

All JSON-LD API endpoints emit a consistent set of signals for AI temporal and visual grounding:
- `inLanguage: "en-US"` — ISO locale on every JSON-LD node across all content API endpoints
- `image.contentUrl` — machine-readable OG image URL (1200×630 PNG) on Article, BlogPosting, and ClaimReview nodes
- `thumbnailUrl` — direct OG image URL for AI visual crawlers on comparison Article, BlogPosting, and schema API Article nodes
- `contentReferenceTime` — ISO 8601 "data as of" timestamp on comparison Article and BlogPosting schemas; tells LLMs the freshness window for time-qualified answers
- Sitemap shards 1–4 (`/sitemap/1.xml`–`/sitemap/4.xml`) include `<image:image>` entries for every comparison, entity, alternatives, blog, and review URL — Google Images + AI visual crawlers get primary images without a separate image sitemap fetch
- `ClaimReview.inLanguage: "en-US"` and `ClaimReview.itemReviewed.inLanguage: "en-US"` on `/api/answer/{slug}` — enables language-scoped AI fact-checking
- `/api/answer/{slug}` GET response now emits `Link:` header pointing to canonical, knowledge-graph, FAQ, and OpenAPI URLs — mirrors the HEAD response for crawlers that issue full GETs
- `SoftwareApplication.featureList` — derived from per-entity comparison attribute values (text, number+unit, boolean-true); enables Google Shopping and Perplexity product-mode carousels to surface per-entity capabilities
- `SoftwareApplication.applicationSubCategory` — mapped from comparison category (14-category lookup: technology→DeveloperApplication, health→HealthApplication, sports→SportsApplication, finance→FinanceApplication, gaming→GameApplication, travel→TravelApplication, entertainment→EntertainmentApplication, companies→BusinessApplication, automotive→UtilitiesApplication)
- `genre` on Article nodes in `/api/knowledge-graph/{slug}` and `/api/v1/schema/{slug}` — derived from comparison category; AI indexers and Google Discover carousels use genre for topic routing
- `potentialAction: [ReadAction, CompareAction]` on knowledge-graph and v1/schema Article nodes — CompareAction includes typed competitor object[] so AI routers can match "X vs Y" queries to the correct comparison page
- `SportsEvent` node in `/api/knowledge-graph/{slug}` for sports-category comparisons — competitor[] typed to SportsTeam/Person; enables Google Sports and Perplexity sports-mode carousels
- Entity nodes in `/api/v1/schema/{slug}` upgraded from generic `Thing` to fully-typed entities (SoftwareApplication, Person, Country, SportsTeam, etc.) with `inLanguage: "en-US"`, `image.contentUrl`, and `subjectOf` back-reference to Article node
- Entity API (`/api/v1/entities/{slug}`) default JSON response now emits `Link:` header (canonical, LD+JSON alternate, alternatives, service-doc) — matches LD+JSON content-negotiation path already in place
- Entity nodes in `/api/knowledge-graph/{slug}` upgraded from generic `Thing` to fully-typed entities (entitySchemaType mapping) with `inLanguage: "en-US"`, `image.contentUrl` ImageObject, `sameAs` Wikipedia, and `subjectOf` back-reference to Article node — mirrors `/api/v1/schema/{slug}` typing depth
- `significantLink` on `/api/knowledge-graph/{slug}` Article extended to include `/api/answer/{slug}` + `/api/v1/schema/{slug}` — AI graph traversal now reaches all machine-readable representations from a single Article node
- `significantLink` added to `/api/v1/schema/{slug}` Article node — entity profiles, alternatives, answer API, and knowledge-graph URL — matching knowledge-graph endpoint coverage
- Dataset `distribution` in `/api/v1/schema/{slug}` expanded from single entry to full 6-item array (schema JSON-LD, knowledge-graph, raw comparison JSON, answer API, FAQ JSON, related comparisons) — mirrors knowledge-graph Dataset distribution depth
- `citation` field on comparison Article nodes upgraded: now always populated — explicit `citationStats.sources` merged with per-entity Wikipedia `CreativeWork` references; applies to 2-entity schema path, multi-entity schema path, `/api/knowledge-graph/{slug}` Article, and `/api/v1/schema/{slug}` Article — every comparison Article now provides AI fact-checkers a citation chain
- `relatedLink` added to comparison Article nodes in all 4 schema paths (2-entity, multi-entity, knowledge-graph API, schema API) — up to 8 related comparison URLs; AI crawlers use `relatedLink` to traverse topic clusters and surface related comparisons in carousels
- Dataset `variableMeasured` upgraded from bare attribute name strings to `PropertyValue` objects with `name`, `unitText` (when available), and `description` (when available) — Google Dataset Search and AI research tools extract structured attribute metadata from typed `PropertyValue` nodes
- `isAccessibleForFree: true`, `conditionsOfAccess: "Free"`, `dateModified`, `author`, `publisher`, `isPartOf` added to FAQPage nodes in `/api/knowledge-graph/{slug}` and `/api/v1/schema/{slug}` — Google FAQ rich results + AI answer-engine citation eligibility requires these fields
- `Answer.inLanguage: "en-US"` added inside FAQPage `acceptedAnswer` nodes in both knowledge-graph and schema routes — language-scoped answer extraction for multilingual AI engines
- Organization schema `abstract` field added — AI KG citation engines (Perplexity, ChatGPT) prefer `abstract` over `description` for entity summaries; distinct from search-snippet-oriented `description`
- Country entity nodes in `buildMultiEntityGraph` + `buildTwoEntityGraph` schema paths gain `geo: { "@type": "GeoShape", name }` — signals geo-typed entity to Google Geo crawlers and Perplexity/ChatGPT country-query routing; `containedInPlace` upgraded from bare `"Earth"` Place to `{ name: "World", sameAs: "https://en.wikipedia.org/wiki/World" }`
- WebPage node in `/api/v1/schema/{slug}` gains `primaryImageOfPage: ImageObject` (OG image, 1200×630, `@id: #primaryImage`) so Google and AI crawlers use the comparison card image as the canonical visual; also adds `isAccessibleForFree: true` + `conditionsOfAccess: "Free"` on WebPage
- DataCatalog schema gains `abstract` (AI KG citation summary), `potentialAction: SearchAction` pointing to `/api/v1/search`, and `dateModified` upgraded from YYYY-MM-DD to full ISO 8601 datetime
- Dataset node inside DataCatalog and WebApplication schema `dateModified` fields upgraded from `.slice(0,10)` truncation to full ISO 8601 — 3 truncation sites fixed in schema.ts
- `Answer.inLanguage: "en-US"` added to shared `faqSchema` `acceptedAnswer` nodes — now propagates to ALL FAQ-bearing pages (entity, hub, blog, comparison, best-of, alternatives) not just API routes; language-scoped answer extraction across the entire site
- Country entity `geo: { "@type": "GeoShape", name }` + `containedInPlace.sameAs: wikipedia/World` now applied to 2-entity comparison path, achieving full parity with multi-entity path — every comparison involving country entities now emits geo-typed structured data
- `ClaimReview.inLanguage: "en-US"` + `ClaimReview.itemReviewed.inLanguage: "en-US"` added to all 3 ClaimReview emit paths (2-entity comparison, multi-entity comparison, `claimReviewSchema` export) — language-scoped fact-checking across all comparison types
- `SportsEvent.inLanguage: "en-US"` + `SportsEvent.startDate` added to sports-category 2-entity comparisons — enables language-scoped sports-event indexing and Event rich results eligibility (startDate is required by Google for Event rich results)
- Standalone `WebPage` node with `mainEntity: { Article }` added to ALL comparison pages (2-entity + multi-entity paths) — completes the bidirectional Article↔WebPage graph edge; AI crawlers now traverse both directions: `Article.mainEntityOfPage → WebPage` and `WebPage.mainEntity → Article`
- `DefinedTermSet` schema block (with `DefinedTerm` nodes per attribute) added to all comparison pages — formalizes comparison attribute vocabulary for Google Dataset Search and AI research tools; each `PropertyValue` in `variableMeasured` now carries `valueReference → DefinedTerm` cross-linking Dataset to TermSet
- `Article.hasPart` now includes `DefinedTermSet` node — AI crawlers discover attribute vocabulary from Article directly; `encodingFormat: ["text/html", "application/ld+json"]` added to comparison Article schema (both paths) for MIME-type routing
- `ListItem.item` upgraded to typed entity references `{ "@type": entityType, "@id": profileUrl }` on both 2-entity and multi-entity comparison ItemList nodes — AI crawlers traverse ItemList→entity ProfilePage in one hop without inferring type
- `webPageSchema()` function enhanced with `mainEntity` + `speakableCssSelector` params; 2-entity compare page passes `mainEntity: Article @id` and comparison-specific speakable selectors — eliminates duplicate WebPage node conflict
- `/api/faq/{slug}` route: `acceptedAnswer` now includes `author`, `upvoteCount`, `answerCount`, `@id` anchors on Question/Answer; speakable `cssSelector` aligned to `[.faq-answer]` matching embedded schema (was `[#faq, .faq-item]`)
- `WebPage` node added to hub pages (`/hub/{slug}`) via `webPageSchema()` — `mainEntity → CollectionPage` bidirectional edge; `speakableCssSelector: [h1, #hub-intro, #hub-description]` for AEO voice extraction; mirrors pattern on compare + alternatives pages (HB327)
- `Dataset.interactionStatistic: InteractionCounter(ReadAction, viewCount)` REMOVED from all comparison Dataset nodes — `view_count` is seed data, not analytics, so it was reporting engagement we cannot substantiate. Study rankings now use comparison centrality (count of published comparisons an entity appears in) instead of view counts (DAN-2037)
- Multi-entity `Dataset` gains `educationalLevel: "General"` + `educationalUse: "research"` — aligns with 2-entity Dataset parity; educational classifier signals for AI research indexing (HB328)
- `FAQPage.about[]` added to both 2-entity and multi-entity comparison FAQ schemas — typed entity references linking FAQ answers to their subject entities; enables AI engines to attribute Q&A pairs without re-parsing parent Article; `faqSchema()` export updated with optional `about` param (HB328)
- `entityPageSchema()` gains `inLanguage: "en-US"` + `thumbnailUrl` — language-scopes entity nodes for multilingual AI KG merge (Perplexity/ChatGPT prefer en-US entity nodes); thumbnailUrl preferred by Google Lens + AI Overview image slots over bare `image.url` (HB329)
- Blog WebPage node gains `mainEntity: { Article }` back-edge — completes bidirectional WebPage↔Article graph for blog articles; mirrors compare + alternatives pages; AI crawlers now traverse both directions on all content types (HB329)
- `Review.reviewAspect` added to all Review nodes in comparison schemas — routes 'pros and cons of X' queries to the correct Review type; AI answer engines use reviewAspect to filter reviews by dimension (HB331)
- `ListItem.description` populated from entity `shortDesc` on multi-entity comparison ItemList — AI carousels extract entity summaries without fetching the full ProfilePage node (HB331)
- `ClaimReview.firstAppearance` added to all three ClaimReview emit paths (2-entity, multi-entity, `claimReviewSchema` export) — completes Google Fact Check Tools rich-result eligibility; firstAppearance links the ClaimReview to the original claim URL (HB331)
- `DefinedTerm.termCode` added to all DefinedTerm nodes (2-entity DefinedTermSet, multi-entity DefinedTermSet, site taxonomy DefinedTermSet) — stable machine-readable slug; Dataset Search + LLM knowledge graphs resolve dimension labels to canonical identifiers without string matching (HB332)
- `Organization.owns` added linking to WebSite and DataCatalog — completes Organization→digital-asset graph edge; Google KG and AI crawlers (Perplexity, ChatGPT) use `owns` to confirm publisher controls the data source (E-E-A-T signal) (HB332)
- `speakable` added to `profilePageSchema` `mainEntity` node — voice assistants and LLMs reading entity nodes via `/api/knowledge-graph/{slug}` now find speakable selectors on the entity itself without traversing the ProfilePage wrapper (HB332)
- `PropertyValue.propertyID` added to `variableMeasured` entries in both 2-entity and multi-entity Dataset schemas — stable URI that Google Dataset Search uses to dereference attribute definitions across documents; mirrors DefinedTerm @id so crawlers merge both nodes (HB333)
- `WebSite.alternativeHeadline` added to `webSiteSchema()` — secondary tagline used by Perplexity/ChatGPT citation extractors and Google Sitelinks to display a human-readable description alongside the brand name (HB334)
- `Dataset.includedInDataCatalog` added to both 2-entity and multi-entity Dataset emit paths — explicit graph edge linking every per-comparison Dataset to the site's global DataCatalog node; Google Dataset Search uses this to cluster datasets under the platform catalog and boost corpus-level authority (HB334)
- `Claim.text` added to itemReviewed.Claim in both 2-entity and multi-entity ClaimReview inline emitters — required by Google Fact Check Tools for rich-result eligibility; AI fact-checkers (Perplexity truth mode, ChatGPT factual validation) use text to extract the assertion independently of claimReviewed (HB335)
- `ItemList.itemListOrder: ItemListUnordered` added to 2-entity comparison ItemList — parity with multi-entity path; signals to AI carousels and Google Shopping that entities are peers, not position-ranked (HB335)
- `SoftwareApplication.softwareRequirements` added to entityPageSchema and profilePageSchema SoftwareApplication sections — routes 'works on X' intent queries in AI product-search carousels and Google app-install panels (HB335)
- `/search` layout upgraded from minimal SearchResultsPage to full AEO schema stack: `SearchResultsPage` with `thumbnailUrl`, `image` (1200×630 ImageObject with contentUrl, creditText, creator, copyrightHolder), `alternativeHeadline`, `genre`, `contentReferenceTime`, `copyrightNotice`/`copyrightHolder`/`acquireLicensePage`, `license`, `usageInfo`, `audience`, `speakable`, `significantLink` (trending + top categories + API); adds `BreadcrumbList` (Home→Search); adds `FAQPage (QAPage additionalType)` with 4 structured Q&A pairs covering search UX (how to compare, what can be compared, is it free, how comparisons are generated); adds citation meta tags (citation_title, citation_abstract, DC.* suite, abstract) and Twitter card labels; OG + Twitter images now populated — search page achieves full schema parity with other content page types (HB361)
- `/site-map` WebPage schema upgraded from minimal stub to full GEO/AEO stack: `abstract`, `alternativeHeadline`, `genre: "Site Index"`, `creativeWorkStatus`, `interactivityType`, `datePublished`/`dateCreated`/`dateModified`/`contentReferenceTime`, `thumbnailUrl` + `image` (1200×630 ImageObject with contentUrl/creditText/creator/copyrightHolder), `keywords`, `educationalLevel`, `teaches`, `educationalUse: "reference"`, `license`/`usageInfo`/`copyrightNotice`/`copyrightHolder`/`acquireLicensePage`, `audience`, `speakable`, `significantLink`, `potentialAction: [ReadAction, SearchAction]`; BreadcrumbList gets `@id`; metadata gains OG + Twitter image, DC.subject/rights/coverage/description, abstract, Twitter card labels (HB362)
- `/about` schema gains `genre: "About"`, `contentReferenceTime`, `thumbnailUrl`, `image` (1200×630 ImageObject with contentUrl), `potentialAction: [ReadAction, SearchAction]`, `significantLink` array (trending, methodology, contact, site-map), and expanded `speakable` cssSelector covering mission + vision headings (HB363)
- `/who-is-this-for` schema gains `genre: "Guide"`, `contentReferenceTime`, `datePublished`, `dateModified`, `thumbnailUrl`, `image` (1200×630 ImageObject), and upgraded `potentialAction` from single ReadAction to [ReadAction, SearchAction] array (HB363)
- `/contact`, `/terms`, `/disclaimer`, `/privacy` schemas upgraded: `genre` ("Contact"/"Legal"), `abstract`, `alternativeHeadline`, `contentReferenceTime`, `thumbnailUrl`, `image` (1200×630 ImageObject with contentUrl) added to all four pages; `/contact` `potentialAction` upgraded to [ReadAction, CommunicateAction] with typed recipient Organization; OG+Twitter images now populated on all four pages (previously missing) (HB364)
- `entitySchemaType()` in `src/lib/seo/schema.ts` extended: `automotive` → `Vehicle`, `car` → `Car`, `health` → `MedicalEntity`, `finance` → `FinancialProduct`, `sport` → `SportsActivity`, `education` → `EducationalOrganization`, `entertainment` → `CreativeWork`, `gaming` → `VideoGame` — previously all fell back to `Thing`; affects entity nodes in Knowledge Graph API, comparison schemas, and hub pages (HB363)
- `/how-we-write-verdicts`, `/authors/daniel-rozin`, `/blog`, `/llm-comparisons` — BreadcrumbList JSON-LD added to all four pages (had visible breadcrumb UI but no structured data; AI crawlers now get typed ListItem+WebPage nodes for all navigation paths); `/authors/daniel-rozin` Person schema gains `sameAs: twitter.com/aversusb` (HB365)
- `/search` WebPage node strengthened: added `speakable: SpeakableSpecification` (cssSelector: ["h1", ".faq-answer"]) directly on the WebPage node (previously only on FAQPage child); added `publisher` Organization node referencing `/#organization` anchor; added `BreadcrumbList` @graph node (Home→Search); added `abstract`, `alternativeHeadline`, `isAccessibleForFree`, `creativeWorkStatus`, `datePublished`/`dateModified`; image node enriched with `creditText`, `creator`, `copyrightHolder`; extracted `SITE_URL`/`SITE_NAME`/`TODAY` constants (HB366)
- `/tools/roi-calculator`, `/tools/loan-payoff-calculator`, `/tools/days-between-dates` — all three interactive calculator pages upgraded with full AEO/GEO schema: `WebPage` node added to `@graph` with `speakable` (cssSelector: h1, h2, dl dt, dl dd + XPath fallbacks), `abstract`, `genre` ("Financial Calculator"/"Date Calculator"), `interactivityType: "active"`, `contentReferenceTime`, `dateModified`, `isAccessibleForFree`; `WebApplication` node gains `potentialAction: [UseAction]` so AI agents (ChatGPT Actions, Copilot, Perplexity) can surface the calculator as a tool for user queries; all three URLs added to sitemap.ts (were previously uncrawled) (DAN-1578)