FEATURED AUDITS
nike.comSportswear & Retail
Global sportswear giant with massive brand authority. How does Nike's AI search presence hold up against black hat GEO a...
hubspot.comMarketing SaaS
Leading marketing automation platform. Analyzing HubSpot's GEO vulnerability profile across AI search engines....
shopify.comE-commerce Platform
Major e-commerce platform powering millions of stores. Assessing Shopify's structured data and AI search readiness....
stripe.comFintech / Payments
Premier payment processing platform. Evaluating Stripe's AI search presence and vulnerability to GEO manipulation....
salesforce.comEnterprise CRM
Enterprise CRM leader. How well protected is Salesforce's brand narrative in AI-generated search results?...
airbnb.comTravel & Hospitality
Global accommodation marketplace. Analyzing Airbnb's exposure to context flooding and brand authority manipulation....
notion.soProductivity SaaS
Popular productivity workspace. Evaluating Notion's GEO posture in AI search recommendations....
openai.comAI / Technology
The company behind ChatGPT. Ironically, how vulnerable is OpenAI's own web presence to AI search manipulation?...
anthropic.comAI / Technology
Creator of Claude AI. Assessing Anthropic's GEO vulnerability profile and defensive posture....
figma.comDesign Tools
Collaborative design platform. How well does Figma's brand hold up in AI search against potential manipulation?...
vercel.comDeveloper Platform
Frontend deployment platform. Analyzing Vercel's technical SEO and AI search readiness....
linkedin.comProfessional Network
World's largest professional network. Evaluating LinkedIn's GEO vulnerability and AI citation presence....
semrush.comSEO & Marketing
Leading SEO toolset. How does a company that sells SEO tools fare in the AI search landscape?...
ahrefs.comSEO & Marketing
Premier backlink analysis tool. Analyzing Ahrefs' own GEO readiness and vulnerability profile....
moz.comSEO & Marketing
Pioneering SEO platform. Evaluating Moz's AI search presence and defensive measures....
cloudflare.comInfrastructure / CDN
Global CDN and security provider. Assessing Cloudflare's brand protection in AI search results....
tesla.comAutomotive / Energy
Electric vehicle and clean energy company. Analyzing Tesla's exposure to negative GEO and brand manipulation....
amazon.comE-commerce / Cloud
Global e-commerce and cloud computing leader. How vulnerable is the world's largest retailer to AI search manipulation?...
microsoft.comTechnology
Technology giant and Copilot owner. Evaluating Microsoft's own GEO posture across competing AI platforms....
google.comTechnology / Search
The search giant. How does Google's web presence perform in non-Google AI search engines like ChatGPT and Perplexity?...
canva.comDesign Tools
Visual design platform. Assessing Canva's AI search visibility and vulnerability profile....
slack.comCommunication SaaS
Enterprise messaging platform. Evaluating Slack's AI search presence and brand protection....
zoom.usVideo Communication
Video conferencing leader. Analyzing Zoom's GEO vulnerability after massive pandemic-era brand growth....
github.comDeveloper Platform
World's largest code hosting platform. How well does GitHub maintain its brand narrative in AI search?...
dropbox.comCloud Storage
Cloud storage pioneer. Evaluating Dropbox's AI search presence amid growing competition....
squarespace.comWebsite Builder
Website building platform. Analyzing Squarespace's GEO readiness and structured data implementation....
wix.comWebsite Builder
Website creation platform. How does Wix's AI search presence compare to competitors in the space?...
mailchimp.comEmail Marketing
Email marketing leader. Assessing Mailchimp's brand authority in AI-generated marketing tool recommendations....
twilio.comCommunication APIs
Cloud communications platform. Evaluating Twilio's technical brand presence in AI search results....
intercom.comCustomer Messaging
Customer messaging platform. Analyzing Intercom's AI search visibility and competitive positioning....
datadog.comCloud Monitoring
Cloud monitoring and analytics platform. Assessing Datadog's brand protection in AI-generated search results....
mongodb.comDatabase
NoSQL database platform. How well does MongoDB maintain its technical authority in AI search recommendations?...
snowflake.comData Cloud
Cloud data platform. Evaluating Snowflake's GEO vulnerability and brand narrative control....
palantir.comData Analytics
Data analytics company. Analyzing Palantir's AI search presence amid controversial public perception....
coinbase.comCryptocurrency
Major cryptocurrency exchange. Assessing Coinbase's vulnerability to negative GEO in the volatile crypto space....
robinhood.comFintech / Trading
Commission-free trading platform. Evaluating Robinhood's brand narrative in AI search after regulatory scrutiny....
uber.comTransportation
Global ride-sharing platform. How does Uber's brand hold up in AI search against competitive manipulation?...
spotify.comMusic Streaming
World's largest music streaming service. Analyzing Spotify's AI search presence and brand authority signals....
netflix.comEntertainment / Streaming
Premier streaming platform. Assessing Netflix's GEO vulnerability as AI search becomes a content discovery channel....
wordpress.comCMS / Website Builder
World's most popular CMS. Evaluating WordPress's AI search posture and brand differentiation....
apple.comTechnology
World's most valuable company. How does Apple's notoriously secretive web presence fare in AI search visibility?...
meta.comSocial Media / Technology
Parent company of Facebook, Instagram, WhatsApp. Evaluating Meta's AI search brand narrative amid ongoing controversies....
nvidia.comSemiconductors / AI
GPU and AI chip leader. Analyzing NVIDIA's brand authority in AI search as the backbone of the AI revolution....
ibm.comEnterprise Technology
Enterprise technology veteran. How does IBM's legacy brand translate to AI search visibility in the modern era?...
oracle.comEnterprise Software
Enterprise database and cloud leader. Assessing Oracle's GEO posture across AI search platforms....
adobe.comCreative Software
Creative software giant. Evaluating Adobe's AI search presence amid the AI-generated content revolution....
intel.comSemiconductors
Legendary chip manufacturer. How is Intel positioned in AI search as it competes for AI workload market share?...
atlassian.comDeveloper Tools / SaaS
Makers of Jira and Confluence. Analyzing Atlassian's GEO readiness in the competitive project management space....
asana.comProject Management
Work management platform. Evaluating Asana's AI search visibility against growing competition....
monday.comWork OS
Visual work management platform. How does Monday.com's brand hold up in AI search tool recommendations?...
zendesk.comCustomer Service
Customer service platform. Assessing Zendesk's AI search presence in the crowded helpdesk market....
freshworks.comBusiness SaaS
Business software suite. Evaluating Freshworks' GEO readiness as it competes against Salesforce and Zendesk....
servicenow.comIT Service Management
Enterprise IT service platform. How well does ServiceNow maintain its authority in AI search for IT management queries?...
okta.comIdentity / Security
Identity management leader. Assessing Okta's brand safety in AI search after high-profile security incidents....
pagerduty.comIncident Management
Incident response platform. Evaluating PagerDuty's niche authority in AI search for DevOps queries....
elastic.coSearch / Analytics
Open source search company. Analyzing Elastic's AI search visibility in the search technology space....
gitlab.comDevOps Platform
Complete DevOps platform. How does GitLab's AI search presence compare to GitHub in developer tool queries?...
hashicorp.comInfrastructure Automation
Infrastructure automation pioneer. How does HashiCorp maintain topical authority in AI search for DevOps?...
docker.comContainerization
Container platform creator. Assessing Docker's GEO vulnerability as container technology becomes mainstream....
ebay.comE-commerce / Marketplace
Online auction and shopping platform. How does eBay's AI search presence hold up against Amazon's dominance?...
etsy.comE-commerce / Handmade
Handmade and vintage marketplace. Analyzing Etsy's niche authority in AI search for unique product queries....
target.comRetail
Major US retailer. Evaluating Target's GEO readiness in an increasingly AI-driven shopping landscape....
walmart.comRetail
World's largest retailer by revenue. Assessing Walmart's AI search optimization and brand safety posture....
costco.comRetail / Wholesale
Membership warehouse club. How does Costco's minimal web presence affect its AI search visibility?...
bestbuy.comElectronics Retail
Electronics retailer. Evaluating Best Buy's AI search presence for product recommendation queries....
wayfair.comFurniture / Home
Online furniture retailer. Analyzing Wayfair's GEO vulnerability in the competitive home furnishing space....
aliexpress.comGlobal E-commerce
Alibaba's global retail marketplace. Assessing AliExpress' AI search reputation amid quality perception challenges....
temu.comE-commerce / Discount
Fast-growing discount shopping platform. Evaluating Temu's AI search brand narrative amid controversy....
jpmorgan.comBanking / Finance
Largest US bank. How does JPMorgan's financial authority translate to AI search trust and citation rates?...
goldmansachs.comInvestment Banking
Global investment bank. Evaluating Goldman Sachs' brand narrative in AI-generated financial advice....
paypal.comDigital Payments
Digital payments pioneer. Assessing PayPal's AI search visibility amid growing competition from newer fintech....
wise.comInternational Transfers
International money transfer service. Analyzing Wise's AI search visibility in the competitive remittance market....
plaid.comFinancial Infrastructure
Financial data API platform. Evaluating Plaid's niche authority in AI search for fintech infrastructure queries....
chime.comDigital Banking
Digital-only bank. How does Chime's brand hold up in AI search banking recommendations?...
sofi.comFintech
Digital financial services platform. Assessing SoFi's GEO readiness across lending and investment queries....
binance.comCryptocurrency Exchange
World's largest crypto exchange. Evaluating Binance's AI search reputation amid regulatory challenges....
kraken.comCryptocurrency Exchange
Cryptocurrency exchange. Analyzing Kraken's AI search brand positioning in the volatile crypto space....
webmd.comHealth Information
Premier health information website. How does WebMD's medical authority translate to AI search health recommendations?...
mayoclinic.orgHealthcare
World-renowned medical center. Evaluating Mayo Clinic's authoritative health content in AI search citations....
clevelandclinic.orgHealthcare
Top-ranked hospital system. Assessing Cleveland Clinic's AI search authority for medical information queries....
healthline.comHealth Media
Health and wellness information platform. Analyzing Healthline's citation rates in AI-generated health content....
pfizer.comPharmaceuticals
Global pharmaceutical giant. How does Pfizer's brand narrative hold up in AI search amid public scrutiny?...
teladoc.comTelehealth
Virtual healthcare leader. Assessing Teladoc's AI search visibility in the growing telehealth market....
coursera.orgOnline Education
Online learning platform. How does Coursera's educational authority translate to AI search course recommendations?...
udemy.comOnline Education
Online course marketplace. Evaluating Udemy's AI search visibility against growing competition....
khanacademy.orgEducation
Free educational platform. Analyzing Khan Academy's trusted brand authority in AI search educational content....
duolingo.comLanguage Learning
Language learning app. How does Duolingo's playful brand perform in AI search language tool recommendations?...
harvard.eduHigher Education
Ivy League institution. Evaluating how AI search leverages Harvard's brand authority — and how ghost citations exploit i...
mit.eduHigher Education
Leading research university. How frequently do AI engines cite MIT, and how many of those citations are fabricated?...
stanford.eduHigher Education
Silicon Valley's university. Analyzing Stanford's AI search citation patterns and ghost citation vulnerability....
nytimes.comNews / Media
Paper of record. How does the NYT's editorial authority affect AI search citations?...
washingtonpost.comNews / Media
Major US newspaper. Evaluating WaPo's AI search citation frequency and brand narrative control....
bbc.comNews / Media
Global public broadcaster. Analyzing BBC's trusted brand authority in AI search across international queries....
reuters.comNews / Wire Service
Global news agency. How does Reuters' wire service authority translate to AI search trust and citation rates?...
bloomberg.comFinancial News
Financial news and data powerhouse. Evaluating Bloomberg's authority in AI-generated financial analysis....
techcrunch.comTech News
Leading technology news outlet. Assessing TechCrunch's citation authority in AI search for startup and tech queries....
theverge.comTech News
Technology news and media network. How frequently does AI cite The Verge in consumer tech recommendations?...
wired.comTech/Culture Media
Technology and culture magazine. Analyzing WIRED's AI search authority for long-form tech analysis queries....
medium.comPublishing Platform
Online publishing platform. Evaluating how AI search handles Medium's mix of authoritative and low-quality content....
substack.comNewsletter Platform
Newsletter publishing platform. How does AI search weigh Substack newsletters as authoritative sources?...
reddit.comSocial Forum
Front page of the internet. Analyzing Reddit's massive influence on AI search citations — and its vulnerability to manip...
wikipedia.orgEncyclopedia
Free encyclopedia. The most-cited source in AI search. Evaluating Wikipedia's outsized influence on AI knowledge....
booking.comTravel / Hospitality
Online travel agency leader. How does Booking.com's massive SEO operation translate to AI search visibility?...
expedia.comTravel / OTA
Online travel giant. Evaluating Expedia's AI search presence for travel planning queries....
tripadvisor.comTravel Reviews
Travel review platform. Assessing TripAdvisor's review authority in AI search travel recommendations....
marriott.comHospitality
World's largest hotel company. Analyzing Marriott's AI search visibility in hotel recommendation queries....
hilton.comHospitality
Global hospitality company. How does Hilton's brand authority perform in AI-generated hotel recommendations?...
doordash.comFood Delivery
Food delivery platform. Evaluating DoorDash's AI search brand narrative in the competitive delivery space....
instacart.comGrocery Delivery
Grocery delivery platform. Analyzing Instacart's AI search presence for grocery shopping queries....
yelp.comLocal Reviews
Local business review platform. How does Yelp's review data influence AI search restaurant and service recommendations?...
ford.comAutomotive
American automaker. Evaluating Ford's AI search brand narrative in the EV transition era....
toyota.comAutomotive
World's largest automaker by volume. Analyzing Toyota's AI search presence for vehicle shopping queries....
bmw.comAutomotive / Luxury
German luxury automaker. How does BMW's premium brand authority translate to AI search recommendations?...
rivian.comElectric Vehicles
EV startup. Assessing Rivian's growing AI search visibility in the competitive electric vehicle market....
carvana.comOnline Auto Sales
Online car buying platform. Evaluating Carvana's AI search brand sentiment after financial turbulence....
zillow.comReal Estate
Leading real estate marketplace. How does Zillow's data authority influence AI search for property queries?...
redfin.comReal Estate
Technology-powered real estate brokerage. Evaluating Redfin's AI search visibility against Zillow's dominance....
realtor.comReal Estate
Official real estate marketplace. Assessing Realtor.com's brand authority in AI property search recommendations....
epicgames.comGaming / Technology
Fortnite creator and Unreal Engine developer. Evaluating Epic's AI search brand presence....
roblox.comGaming / UGC Platform
User-generated gaming platform. How does Roblox's brand fare in AI search amid child safety scrutiny?...
twitch.tvLive Streaming
Live streaming platform. Assessing Twitch's AI search visibility as Amazon's streaming property....
perplexity.aiAI Search
AI-powered search engine. The irony: how does an AI search company itself perform in AI search rankings?...
midjourney.comAI Image Generation
AI image generation platform. Evaluating Midjourney's brand authority in AI search creative tool queries....
stability.aiAI / Open Source
Open-source AI company. Analyzing Stability AI's search presence amid the open vs. closed model debate....
huggingface.coAI / ML Platform
AI model hub and community. How does Hugging Face's developer-first brand perform in AI search?...
cohere.comEnterprise AI
Enterprise AI platform. Evaluating Cohere's niche authority in AI search for enterprise LLM queries....
replicate.comAI Infrastructure
AI model hosting platform. Assessing Replicate's visibility in AI search for developer-focused AI queries....
together.aiAI Infrastructure
Open-source AI cloud. Analyzing Together AI's emerging brand presence in AI search....
crowdstrike.comCybersecurity
Endpoint security leader. How does CrowdStrike's brand fare in AI search after the July 2024 global outage?...
paloaltonetworks.comCybersecurity
Network security giant. Evaluating Palo Alto Networks' authority in AI search for security tool recommendations....
fortinet.comCybersecurity
Network security provider. Assessing Fortinet's AI search visibility in the competitive cybersecurity market....
1password.comPassword Management
Password manager. Analyzing 1Password's AI search brand positioning in security tool recommendations....
lastpass.comPassword Management
Password manager. Evaluating LastPass' AI search reputation after major security breaches....
nordvpn.comVPN / Privacy
VPN service provider. How does NordVPN's aggressive marketing translate to AI search VPN recommendations?...
hotjar.comAnalytics / UX
Website analytics and feedback tool. Evaluating Hotjar's niche authority in AI search for UX tool queries....
mixpanel.comProduct Analytics
Product analytics platform. Analyzing Mixpanel's AI search visibility in the analytics tool landscape....
amplitude.comProduct Analytics
Digital analytics platform. How does Amplitude's brand compete in AI search analytics tool recommendations?...
buffer.comSocial Media Management
Social media management platform. Evaluating Buffer's AI search visibility against Hootsuite and Sprout Social....
hootsuite.comSocial Media Management
Social media management leader. Assessing Hootsuite's AI search brand authority in social tool recommendations....
klaviyo.comEmail / Marketing Automation
E-commerce marketing automation. Evaluating Klaviyo's AI search brand positioning in e-commerce tool queries....
jasper.aiAI Content Marketing
AI content creation platform. How does an AI marketing tool's own brand perform in AI search?...
clearscope.ioContent Optimization
SEO content optimization tool. Analyzing Clearscope's niche authority in AI search for content tool queries....
spacex.comAerospace
Private space exploration company. Evaluating SpaceX's minimal web presence vs. massive AI search brand visibility....
samsung.comElectronics / Technology
Global electronics conglomerate. Analyzing Samsung's AI search presence across diverse product categories....
sony.comElectronics / Entertainment
Entertainment and electronics giant. How does Sony's multi-industry brand perform in AI search?...
tiktok.comSocial Media / Short Video
Short-form video platform. Evaluating TikTok's AI search brand narrative amid ongoing regulatory scrutiny....
pinterest.comVisual Discovery
Visual discovery platform. Assessing Pinterest's AI search visibility for visual and lifestyle queries....
discord.comCommunication
Community communication platform. How does Discord's gaming-origin brand fare in broader AI search queries?...
signal.orgSecure Messaging
Privacy-focused messaging app. Evaluating Signal's niche authority in AI search for privacy tool recommendations....
proton.mePrivacy / Email
Privacy-first email and VPN. Analyzing Proton's AI search brand authority for privacy-focused product queries....
brave.comWeb Browser / Privacy
Privacy-focused browser with built-in AI search. How does an AI search browser perform in other AI searches?...
duckduckgo.comSearch / Privacy
Privacy search engine. Evaluating DuckDuckGo's brand positioning in AI search engine comparisons....
loom.comVideo Communication
Video messaging platform. Assessing Loom's AI search visibility in async communication tool recommendations....
calendly.comScheduling
Scheduling automation platform. Evaluating Calendly's AI search dominance in scheduling tool queries....
zapier.comAutomation / Integration
Workflow automation platform. Analyzing Zapier's AI search authority for automation and integration queries....
airtable.comDatabase / Productivity
Low-code platform. How does Airtable's brand compete in AI search against spreadsheet and database tools?...
supabase.comBackend as a Service
Open-source Firebase alternative. Evaluating Supabase's developer-focused brand in AI search....
planetscale.comDatabase
Serverless MySQL platform. Analyzing PlanetScale's niche authority in AI search developer tool queries....
neon.techDatabase
Serverless Postgres platform. Evaluating Neon's AI search visibility in the competitive database market....
linear.appProject Management
Modern project management tool. How does Linear's developer-focused brand perform in AI search?...
superhuman.comEmail Client
Premium email client. Evaluating Superhuman's brand positioning in AI search for email tool recommendations....
clickup.comProject Management
All-in-one productivity platform. Analyzing ClickUp's AI search visibility in the crowded PM tool market....
grammarly.comWriting / AI
AI writing assistant. How does Grammarly's brand compete in AI search as ChatGPT offers similar features?...
searchengineland.comSEO News
SEO industry publication. Evaluating Search Engine Land's authority as an AI search citation source....
searchenginejournal.comSEO News
SEO news and guides. How frequently do AI engines cite SEJ for search marketing queries?...
backlinko.comSEO Education
Brian Dean's SEO training site. Analyzing Backlinko's authority in AI search for SEO strategy queries....
neilpatel.comDigital Marketing
Digital marketing authority. Evaluating Neil Patel's personal brand authority in AI search marketing queries....
alibaba.comE-commerce / B2B
Chinese e-commerce giant. How does Alibaba's B2B brand authority hold up in English-language AI search?...
rakuten.comE-commerce / Fintech
Japanese e-commerce conglomerate. Analyzing Rakuten's AI search visibility outside its home market....
grab.comSuper App / Ride-hailing
Southeast Asian super app. Assessing Grab's regional brand authority in global AI search results....
mercadolibre.comE-commerce / LatAm
Latin America's largest e-commerce platform. Evaluating MercadoLibre's cross-market AI search presence....
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