# A Versus B

> A Versus B (aversusb.net) is a structured comparison platform with 3,890+ side-by-side comparisons, 381+ blog articles, and 2,813+ entity profiles across 17+ categories.
> Updated: 2026-07-07 | Full catalog: https://www.aversusb.net/api/llms-full | Search: https://www.aversusb.net/search

## Site Overview

- **Type**: Comparison database and decision-support platform
- **Domain**: aversusb.net
- **Content**: Structured X vs Y comparisons with attribute tables, verdicts, FAQs, source citations, and community votes
- **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
- 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

## 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
- [PS5 vs Xbox Series X](https://www.aversusb.net/compare/ps5-vs-xbox-series-x)
  > The PS5 has faster SSD speeds and superior exclusive games (Spider-Man, God of War). The Xbox Series X offers better backwards compatibility, Game Pass subscription value, and slightly more raw GPU po
- [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
- [US vs China Technology Spending 2026](https://www.aversusb.net/compare/us-vs-china-technology-spending))
  > The US spends approximately $2.1 trillion annually on technology compared to China's $1.8 trillion, but China is growing its tech spending at 8.2% yearly versus the US at 5.1%, rapidly closing the gap
- [MacBook Air vs Windows Laptop](https://www.aversusb.net/compare/macbook-air-vs-windows-laptop)))
  > MacBook Air runs Apple's optimized macOS on custom silicon with exceptional battery life (18-20 hours), while Windows laptops offer broader hardware variety, software compatibility, and price flexibil
- [ChatGPT vs Claude](https://www.aversusb.net/compare/chatgpt-vs-claude)))
  > ChatGPT excels at conversational ability and real-time information access through web browsing, while Claude prioritizes safety, nuance, and longer context windows with superior reasoning on complex t
- [Google Pixel 9 Pro vs iPhone 16 Pro](https://www.aversusb.net/compare/google-pixel-9-pro-vs-iphone-16-pro))
  > The Pixel 9 Pro excels in computational photography and AI features with its superior 42MP telephoto lens and real-time translation, while the iPhone 16 Pro dominates in raw processing power with the 
- [MacBook Pro 14" vs MacBook Pro 16"](https://www.aversusb.net/compare/macbook-pro-14-vs-macbook-pro-16))
  > The MacBook Pro 16" offers a larger 16-inch display and longer battery life (up to 22 hours vs 17 hours), while the 14" is more portable and $400 cheaper at the same performance tier, making it ideal 

### 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
- [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
- [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
- [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 
- [Heroku vs DigitalOcean](https://www.aversusb.net/compare/heroku-vs-digitalocean))
  > Heroku is a fully managed Platform-as-a-Service (PaaS) optimized for rapid deployment with zero infrastructure management, while DigitalOcean is an Infrastructure-as-a-Service (IaaS) provider offering
- [Brave vs Chrome](https://www.aversusb.net/compare/brave-vs-chrome))
  > Brave is a privacy-focused browser that blocks ads and trackers by default and doesn't track user data, while Chrome is Google's fast, feature-rich browser that relies on user data for personalization
- [DeepSeek vs Mistral](https://www.aversusb.net/compare/deepseek-vs-mistral))
  > DeepSeek offers superior reasoning capabilities with its R1 model achieving 96.3% on AIME 2024, while Mistral emphasizes cost efficiency and open-source accessibility with faster inference speeds and 
- [Power BI vs Qlik](https://www.aversusb.net/compare/power-bi-vs-qlik))
  > Power BI excels with lower cost ($10/user/month), tighter Microsoft integration, and faster deployment, while Qlik offers superior associative analytics engine, better handling of complex data relatio
- [Pinecone vs Milvus](https://www.aversusb.net/compare/pinecone-vs-milvus))
  > Pinecone is a fully managed cloud vector database service requiring no infrastructure setup, while Milvus is an open-source vector database that requires self-hosting and operational management. Pinec
- [Google Gemini vs Mistral AI](https://www.aversusb.net/compare/gemini-vs-mistral))
  > Google Gemini is a larger, more resource-intensive model with stronger performance on complex reasoning tasks and multimodal capabilities, while Mistral focuses on efficiency with smaller model varian

### 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 already a World Cup winner at 19. Neymar is the more skilled dribbler with better vision but has been plagued by injuries throughout his career.
- [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
- [Real Madrid vs Barcelona](https://www.aversusb.net/compare/real-madrid-vs-barcelona)
  > Real Madrid has a record 15 UEFA Champions League titles and 35 La Liga titles. Barcelona has 5 Champions Leagues and 27 La Liga titles, plus produced the greatest player ever in Messi. El Clásico is 
- [LeBron James vs Michael Jordan](https://www.aversusb.net/compare/lebron-james-vs-michael-jordan)))
  > Michael Jordan won 6 NBA championships with a 33.4 PPG playoff average and perfect 6-0 Finals record, while LeBron James has 4 championships across three teams with 28.7 PPG playoff average and 10 Fin
- [Roger Federer vs Rafael Nadal](https://www.aversusb.net/compare/federer-vs-nadal))
  > Nadal won 24 Grand Slam titles compared to Federer's 20, and dominated their head-to-head record 24-16, but Federer achieved a higher career peak with 310 weeks at world No. 1 and won more Masters 100
- [Michael Jordan vs LeBron James](https://www.aversusb.net/compare/michael-jordan-vs-lebron-james)))
  > Michael Jordan won 6 NBA championships with a 33.4 PPG playoff average and perfect 6-0 Finals record, while LeBron James has won 4 championships, appeared in 10 Finals, and holds the all-time NBA scor
- [Kareem Abdul-Jabbar vs Michael Jordan](https://www.aversusb.net/compare/kareem-abdul-jabbar-vs-michael-jordan)))
  > Michael Jordan won 6 NBA championships with 5 MVP awards and a 30.1 PPG average, while Kareem Abdul-Jabbar holds the all-time scoring record with 38,387 points and 6 MVP awards. Jordan is widely consi
- [Argentina vs France National Football Teams](https://www.aversusb.net/compare/argentina-vs-france-national-teams)))
  > Argentina currently holds the advantage with 3 FIFA World Cup titles (1978, 1986, 2022) compared to France's 2 titles (1998, 2018), and won the 2024 Copa América. France remains stronger in recent com
- [Cleveland Browns vs Baltimore Ravens](https://www.aversusb.net/compare/browns-vs-ravens))
  > The Baltimore Ravens have won 12 AFC North division titles compared to the Browns' 8, with the Ravens winning 2 Super Bowls (2000, 2012) while the Browns have never won one. The Ravens consistently ra

### 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
- [France vs Argentina](https://www.aversusb.net/compare/france-vs-argentina)))
  > France is a Western European developed nation with 68 million people and GDP of $2.78 trillion, while Argentina is a South American upper-middle-income country with 46 million people and GDP of $632 b

### Automotive

- [Mercedes-Benz GLE vs BMW X5](https://www.aversusb.net/compare/mercedes-gle-vs-bmw-x5)))
  > The Mercedes-Benz GLE prioritizes luxury comfort and interior refinement with a more spacious cabin, while the BMW X5 delivers superior dynamic handling and performance with sharper steering and more 
- [BMW X5 vs Mercedes-Benz GLE](https://www.aversusb.net/compare/bmw-x5-vs-mercedes-benz-gle))
  > The BMW X5 offers sharper handling and better value starting at $60,945, while the Mercedes-Benz GLE emphasizes luxury interior appointments and advanced tech, starting at $65,250. Both are premium mi
- [Mercedes-Benz vs BMW](https://www.aversusb.net/compare/mercedes-vs-bmw))
  > Mercedes-Benz leads in luxury interior quality and transmission smoothness, while BMW excels in handling dynamics and driving engagement. Mercedes targets comfort-first buyers, whereas BMW appeals to 
- [BMW vs Audi](https://www.aversusb.net/compare/bmw-vs-audi))
  > BMW leads in performance and driving dynamics with more powerful engine options and sharper handling, while Audi excels in interior technology and refinement with superior infotainment systems and qui
- [Polestar 2 vs Tesla Model 3](https://www.aversusb.net/compare/polestar-2-vs-tesla-model-3))
  > The Tesla Model 3 dominates with superior acceleration (0-60 in 5.8s vs 7.4s), longer range (358 miles vs 270 miles), and a far more extensive Supercharger network with 50,000+ locations globally, whi
- [Mercedes-Benz GLE vs BMW X5](https://www.aversusb.net/compare/gle-vs-bmw-x5))
  > The Mercedes-Benz GLE offers superior interior luxury and cutting-edge technology with its 12.3-inch dual displays, while the BMW X5 delivers sportier handling and a wider engine range starting at a l
- [iPhone 15 vs iPhone 14](https://www.aversusb.net/compare/iphone-15-vs-iphone-14))
  > The iPhone 15 features Apple's faster A17 Pro chip (9% faster CPU), improved 48MP main camera with 2x zoom, and USB-C connectivity, while the iPhone 14 uses the A15 Bionic chip and Lightning port. The
- [Tesla Model S vs Mercedes-EQS](https://www.aversusb.net/compare/tesla-model-s-vs-mercedes-eqs)))
  > The Tesla Model S offers superior acceleration (2.1 seconds 0-60) and longer range (405 miles EPA), while the Mercedes-EQS delivers a more luxurious interior with a 56-inch OLED screen and superior so
- [Audi A8 vs BMW 7 Series vs Mercedes S-Class](https://www.aversusb.net/compare/audi-a8-vs-bmw-7-series-vs-mercedes-s-class))
  > The Mercedes-Benz S-Class leads in luxury and innovation, the BMW 7 Series excels in driving dynamics and technology integration, and the Audi A8 offers superior interior space and value with advanced
- [Chevrolet Silverado vs GMC Sierra](https://www.aversusb.net/compare/chevy-silverado-vs-gmc-sierra))
  > The GMC Sierra offers more premium interior materials and advanced tech features, while the Chevrolet Silverado provides better value with competitive capability at a lower starting price. Both trucks

### 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

### Finance

- [Bitcoin vs Ethereum](https://www.aversusb.net/compare/bitcoin-vs-ethereum))
  > Bitcoin is a peer-to-peer digital currency focused on store-of-value and payments, while Ethereum is a programmable blockchain platform enabling smart contracts and decentralized applications. Bitcoin
- [Index Fund vs Active Fund](https://www.aversusb.net/compare/index-fund-vs-active-fund))
  > Index funds track market benchmarks with low fees (0.03-0.20% annually) and consistently outperform 85-90% of active funds over 15+ years, while active funds charge higher fees (0.50-2.00%+) but offer

### 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
- [Star Wars vs Star Trek](https://www.aversusb.net/compare/star-wars-vs-star-trek)))
  > Star Wars emphasizes epic space fantasy with mythological storytelling and lightsaber combat, while Star Trek focuses on philosophical science fiction exploring humanity through exploration and diplom
- [Hulu + Live TV vs YouTube TV](https://www.aversusb.net/compare/hulu-plus-live-tv-vs-youtube-tv))
  > YouTube TV offers 150+ channels with superior DVR storage (3,000 hours) and 4K support at $72.99/month, while Hulu + Live TV provides 90+ channels plus on-demand Hulu content at $76.99/month, making Y
- [Netflix vs Hulu](https://www.aversusb.net/compare/netflix-vs-hulu)))
  > Netflix offers the largest content library with 10,000+ titles and ad-free options starting at $6.99/month, while Hulu provides next-day access to current TV shows and more affordable entry at $7.99/m

### Brands

- [Ulta Beauty vs Target](https://www.aversusb.net/compare/ulta-vs-target))
  > Ulta Beauty is a specialized beauty retailer with 1,400+ stores focusing exclusively on cosmetics, skincare, and haircare from 500+ brands, while Target is a general merchandise department store with 

### Gaming

- [PlayStation 5 vs Xbox Series S](https://www.aversusb.net/compare/ps5-vs-xbox-series-s))
  > The PS5 is a significantly more powerful console with 4x the storage and better performance, while the Xbox Series S is a budget-friendly entry point with excellent Game Pass value. The PS5 delivers p
- [PS5 vs Nintendo Switch 2](https://www.aversusb.net/compare/ps5-vs-nintendo-switch-2))
  > The PS5 delivers cutting-edge graphics, 4K gaming at 120fps, and a massive AAA game library, while the Nintendo Switch 2 prioritizes portability with hybrid docked/handheld play and exclusive Nintendo

### Products

- [iPhone 16 Pro vs Galaxy S25 Ultra](https://www.aversusb.net/compare/iphone-16-pro-vs-galaxy-s25-ultra))
  > The iPhone 16 Pro excels in computational photography and ecosystem integration with its A18 Pro chip, while the Galaxy S25 Ultra offers superior display technology with a 6.9-inch AMOLED screen and m
- [Stanley vs Yeti](https://www.aversusb.net/compare/stanley-vs-yeti))
  > Yeti dominates the premium cooler market with superior insulation technology and brand prestige, while Stanley offers excellent value with competitive cooling performance at significantly lower price 

## Recent Blog Articles

- [What People Compare Most in 2026: The Comparison Search Report](https://www.aversusb.net/blog/what-people-compare-most-2026-search-report)
- [MacBook Neo vs MacBook Air: Apple's Two Ultrabooks Compared (2026)](https://www.aversusb.net/blog/macbook-neo-vs-macbook-air)
- [iPhone 16 vs iPhone 16 Pro: 5 Differences That Actually Matter](https://www.aversusb.net/blog/iphone-16-vs-iphone-16-pro)
- [AirPods 4 vs AirPods Pro 2: Which Should You Buy in 2026?](https://www.aversusb.net/blog/airpods-4-vs-airpods-pro-2)
- [RTX 5080 vs RTX 4090: Should You Upgrade in 2026?](https://www.aversusb.net/blog/rtx-5080-vs-rtx-4090)
- [Kobe vs LeBron: 5 Stats That Settle the GOAT Debate](https://www.aversusb.net/blog/kobe-vs-lebron-5-stats-goat-debate)
- [iPhone 17 vs iPhone 16 Pro: Is the Upgrade Worth It in 2026?](https://www.aversusb.net/blog/iphone-17-vs-iphone-16-pro)
- [Is State Farm or Farmers Cheaper for Home Insurance?](https://www.aversusb.net/blog/is-state-farm-or-farmers-cheaper-for-home)
- [Are Chase and Capital One Affiliated?](https://www.aversusb.net/blog/are-chase-and-capital-one-affiliated)
- [Does Best Buy Price Match Amazon?](https://www.aversusb.net/blog/does-best-buy-price-match-amazon)

## 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, Dataset (DataFeed), BreadcrumbList (WebPage-typed items), ItemList, HowTo, SportsEvent (sports category), ClaimReview, AggregateRating, Review, SpeakableSpecification, HowTo
- /entity/{slug}: ProfilePage, AggregateRating, BreadcrumbList, FAQPage, ItemList (comparisons list), SpeakableSpecification
- /best/{slug}: ItemList, FAQPage, BreadcrumbList, Article
- /blog/{slug}: Article (BlogPosting), FAQPage, BreadcrumbList, SpeakableSpecification
- /category/{slug}: CollectionPage, ItemList, BreadcrumbList
- /alternatives/{slug}: ItemList, FAQPage, BreadcrumbList
- 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
- [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