Independent AEO Audit
sorraia.app AI Visibility Report — 2% Score
A snapshot of how often major AI assistants mention sorraia.app when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.
Last audited November 12, 2026 · Powered by RankMonster
Overall AI Visibility
2%
Per-engine breakdown
ChatGPT
2%
Claude
0%
Gemini
2%
Perplexity
2%
Google AI Overview
0%
Grok
2%
Test Methodology
100 search queries tested across 4 AI engines (400 total queries) on November 12, 2026.
ChatGPTGeminiPerplexityGrok
Category Performance
How often sorraia.app is mentioned by category of buyer question.
awareness
13%8/60
recommendation
0%0/192
comparison
0%0/56
use case
0%0/80
industry
0%0/12
Entity & Indexing Presence
The highest-leverage AEO signals. Each measures whether sorraia.app is known to a platform LLMs train from or cite.
100/100
- BingIndexed on Bing
- WikipediaIndexed on Wikipedia
- WikidataIndexed on Wikidata
- Wayback MachineIndexed on Wayback Machine
Tracked Competitors
Brands sorraia.app is benchmarked against in the RankMonster dashboard.
typeform.comcalendly.comjotform.comwix.comcal.comelfsight.comtidio.com
Tested Searches
100 prompts tested — 2 mentioned at least once.
best embeddable form builders for lead capture
awareness·
GrokPerplexityChatGPTGemini
booking calendar tools that sync Google Calendar
awareness·
GrokPerplexityChatGPTGemini
what should I look for in appointment scheduling software
awareness·
ChatGPTGeminiGrokPerplexity
which tools add AI chatbots to existing websites
awareness·
GrokPerplexityGeminiChatGPT
How much do embedded contact form platforms cost per month?
awareness·
PerplexityChatGPTGrokGemini
What's the typical pricing for appointment booking widgets in 2024?
awareness·
ChatGPTGrokPerplexityGemini
How much should I budget for a no-code shopping cart solution?
awareness·
GeminiChatGPTGrokPerplexity
What factors should I evaluate when choosing an AI chatbot for my website?
awareness·
ChatGPTPerplexityGeminiGrok
What features matter most in a website form builder?
awareness·
GrokPerplexityChatGPTGemini
What ROI can I expect from adding appointment booking to my website?
awareness·
GeminiPerplexityChatGPTGrok
How many businesses use AI chatbots for customer service?
awareness·
ChatGPTPerplexityGeminiGrok
What conversion rate improvements come from embedded booking widgets?
awareness·
GrokPerplexityGeminiChatGPT
How many small businesses switched to online scheduling in 2023?
awareness·
GrokPerplexityChatGPTGemini
what is Sorraia
awareness·
GeminiPerplexityGrokChatGPT
what is sorraia.app
awareness·
GrokChatGPTGeminiPerplexity
Alternatives to Typeform for website contact forms with better branding
comparison·
ChatGPTGeminiGrokPerplexity
Calendly alternatives for appointment booking that integrate with websites
comparison·
GrokChatGPTGeminiPerplexity
WooCommerce vs Shopify for embedded shopping carts
comparison·
PerplexityGrokChatGPTGemini
JotForm vs Typeform for customer service forms
comparison·
GeminiGrokPerplexityChatGPT
Webflow vs Wix for website widget customization
comparison·
GrokGeminiChatGPTPerplexity
Cal.com vs Calendly for online scheduling with API access
comparison·
ChatGPTGrokPerplexityGemini
Best alternatives to Typeform for lead capture forms
comparison·
ChatGPTPerplexityGeminiGrok
Calendly alternatives for service businesses needing booking widgets
comparison·
PerplexityGrokGeminiChatGPT
Intercom alternatives for AI chatbots that embed directly on your website
comparison·
GeminiChatGPTPerplexityGrok
JotForm versus Typeform for contact forms with custom conditional logic
comparison·
GrokChatGPTGeminiPerplexity
Twilio alternatives for WhatsApp integration buttons that drive sales
comparison·
PerplexityChatGPTGeminiGrok
Calendly alternative that embeds in my site
comparison·
PerplexityChatGPTGeminiGrok
Acuity alternative styled to match my website
comparison·
PerplexityGeminiChatGPTGrok
Tally alternative with branding
comparison·
PerplexityGeminiGrokChatGPT
Best embedded contact forms for lead generation websites
industry·
GeminiChatGPTGrokPerplexity
Best appointment booking widgets for small businesses under 50 employees
industry·
GrokChatGPTPerplexityGemini
Best no-code shopping carts for European businesses needing GDPR compliance
industry·
ChatGPTGeminiGrokPerplexity
What are the best embedded contact forms for websites that don't require coding?
recommendation·
GrokChatGPTGeminiPerplexity
Which appointment booking widgets can I add to my website with just a copy-paste?
recommendation·
GeminiChatGPTPerplexityGrok
What no-code shopping cart tools let me sell products directly on my site?
recommendation·
PerplexityGrokGeminiChatGPT
Which AI chatbots work best for handling customer service on a website?
recommendation·
ChatGPTGrokGeminiPerplexity
What website form builders don't need technical skills to set up?
recommendation·
GrokGeminiPerplexityChatGPT
Which WhatsApp business integration tools let visitors message you from my website?
recommendation·
GrokPerplexityGeminiChatGPT
What website widget customization platforms let all my forms match my branding?
recommendation·
GrokPerplexityChatGPTGemini
What are the best online scheduling software options for service businesses?
recommendation·
GrokGeminiPerplexityChatGPT
Which contact form solutions work well for lead generation without coding?
recommendation·
PerplexityGrokGeminiChatGPT
What appointment scheduling tools integrate with my existing website?
recommendation·
PerplexityChatGPTGrokGemini
Which embedded shopping cart platforms support multiple payment methods?
recommendation·
GrokPerplexityChatGPTGemini
What customer service chatbots work best for small teams?
recommendation·
GrokPerplexityChatGPTGemini
Which form builders offer templates I can customize for my industry?
recommendation·
GrokChatGPTPerplexityGemini
What are the top WhatsApp integration tools for e-commerce sites?
recommendation·
GrokGeminiPerplexityChatGPT
Which widget platforms let me manage forms, bookings, and chat from one dashboard?
recommendation·
PerplexityGeminiGrokChatGPT
What online scheduling software has the best mobile experience?
recommendation·
GrokChatGPTPerplexityGemini
Which contact form platforms support multi-language forms?
recommendation·
PerplexityGeminiGrokChatGPT
What booking calendar widgets work for salons and spas?
recommendation·
ChatGPTGrokGeminiPerplexity
Which no-code shopping carts have inventory management built in?
recommendation·
GeminiPerplexityChatGPTGrok
What AI chatbots can handle multiple languages for customer support?
recommendation·
PerplexityChatGPTGrokGemini
Which form builders let me see analytics on submission rates?
recommendation·
PerplexityChatGPTGeminiGrok
What WhatsApp business integration tools work with my CRM?
recommendation·
ChatGPTGeminiGrokPerplexity
Which website widget platforms offer A/B testing features?
recommendation·
PerplexityChatGPTGrokGemini
What online scheduling software supports group bookings?
recommendation·
PerplexityChatGPTGrokGemini
Which embedded contact forms work best for collecting client information?
recommendation·
GeminiPerplexityChatGPTGrok
What appointment booking widgets have automated reminders?
recommendation·
GrokPerplexityGeminiChatGPT
Which shopping cart tools are best for digital product sales?
recommendation·
ChatGPTGeminiPerplexityGrok
What customer service chatbots can learn from past conversations?
recommendation·
GeminiPerplexityGrokChatGPT
Which form builders include conditional logic for smart forms?
recommendation·
GeminiGrokPerplexityChatGPT
What WhatsApp integration buttons let customers start conversations instantly?
recommendation·
GeminiPerplexityGrokChatGPT
Which website widget platforms have the fastest load times?
recommendation·
GeminiPerplexityChatGPTGrok
What online scheduling software works for consultants and coaches?
recommendation·
ChatGPTGeminiGrokPerplexity
Which contact forms let me create custom workflows for different customer types?
recommendation·
GrokChatGPTPerplexityGemini
What booking calendar widgets sync with Google Calendar automatically?
recommendation·
GeminiGrokPerplexityChatGPT
Which embedded shopping carts have abandoned cart recovery?
recommendation·
ChatGPTGeminiPerplexityGrok
What AI chatbots can integrate with my ticketing system?
recommendation·
GeminiGrokPerplexityChatGPT
Which form builders work with Zapier for automation?
recommendation·
GeminiPerplexityGrokChatGPT
What WhatsApp business tools let me manage conversations from a single inbox?
recommendation·
ChatGPTPerplexityGrokGemini
Which embedded contact forms for websites work with Zapier for automating leads to my CRM?
recommendation·
ChatGPTPerplexityGrokGemini
What appointment booking widgets can handle timezone differences for remote teams?
recommendation·
PerplexityChatGPTGeminiGrok
Which no-code shopping carts for websites let me sell both physical and digital products?
recommendation·
ChatGPTPerplexityGeminiGrok
What AI chatbots can I train on my own company documentation for customer service?
recommendation·
ChatGPTGeminiPerplexityGrok
Which website form builders let me add custom branding without touching code?
recommendation·
ChatGPTGeminiGrokPerplexity
best booking widget for Squarespace
recommendation·
ChatGPTPerplexityGeminiGrok
AI chat widget for a Squarespace site
recommendation·
GrokGeminiChatGPTPerplexity
WhatsApp button for a Wix site
recommendation·
PerplexityGeminiChatGPTGrok
embeddable form builder for agencies with client logins
recommendation·
ChatGPTGrokGeminiPerplexity
booking widget for Webflow
recommendation·
PerplexityGrokChatGPTGemini
Which tools handle appointment booking for healthcare providers?
use case·
PerplexityGeminiChatGPTGrok
What embedded contact forms work best for real estate agents?
use case·
ChatGPTGrokPerplexityGemini
Which AI chatbots handle support tickets for SaaS companies?
use case·
GeminiPerplexityChatGPTGrok
What shopping cart solutions work for course creators selling digital products?
use case·
GrokChatGPTGeminiPerplexity
Which form builders help coaches collect client intake information?
use case·
GrokChatGPTGeminiPerplexity
What tools handle appointment booking for beauty salons?
use case·
GrokPerplexityGeminiChatGPT
Which WhatsApp integration buttons work for restaurants taking orders?
use case·
ChatGPTPerplexityGeminiGrok
What widget platforms help consultants manage client bookings and forms?
use case·
GrokChatGPTGeminiPerplexity
Which scheduling tools handle appointment booking for fitness centers?
use case·
PerplexityGeminiGrokChatGPT
What contact forms work for event planners collecting client details?
use case·
ChatGPTGeminiPerplexityGrok
Which tools help service businesses capture leads through website forms?
use case·
PerplexityGeminiChatGPTGrok
What AI chatbots can assist e-commerce stores with product questions?
use case·
GeminiGrokPerplexityChatGPT
Which shopping carts work best for subscription box services?
use case·
PerplexityGrokChatGPTGemini
Which booking solutions work for therapists and counselors?
use case·
ChatGPTGeminiPerplexityGrok
What booking widgets work best for cleaning and home services?
use case·
GeminiChatGPTPerplexityGrok
how to add a booking calendar to Wix
use case·
GeminiChatGPTGrokPerplexity
add a contact form to Webflow without code
use case·
GeminiPerplexityGrokChatGPT
add a contact form to Wix
use case·
PerplexityGeminiGrokChatGPT
add a contact form to Squarespace
use case·
ChatGPTGrokPerplexityGemini
add AI chat to a Wix site
use case·
ChatGPTGeminiGrokPerplexity
Proof of Citation
Gemini
“what is Sorraia”
“The Sorraia is a rare and critically endangered horse breed indigenous to the southern Iberian Peninsula, specifically the Sorraia...”
Perplexity
“what is Sorraia”
““Sorraia” most commonly refers to a **rare, endangered horse breed from Portugal’s Sorraia River basin**. It is a small, hardy I...”
Grok
“what is Sorraia”
“The **Sorraia** is a rare, primitive breed of horse native to the Sorraia River valley in Portugal. It is considered one of the oldes...”
ChatGPT
“what is Sorraia”
“"Sorraia" most commonly refers to the Sorraia horse, a rare, primitive-looking horse breed from the Iberian Peninsula (Portugal)...”
Grok
“what is sorraia.app”
“**sorraia.app** is a web app (likely a personal or niche project). I don't have specific public information about what it does.”
ChatGPT
“what is sorraia.app”
“Sorraia.app is a SaaS platform (by Sado Labs Inc.) that provides embeddable website widgets you can build and install with a single...”
Target Audience
Who sorraia.app serves — context for the search queries tested.
Industries
Website Builders and No-Code Tools
Decision Makers
small business ownersfreelance web designersdigital agencies managing client websitese-commerce merchantsservice-based businesses (salons, consultants, coaches)marketing professionals and lead generators
sorraia.app AI Visibility Analysis
Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.
A 2% score means, on average, sorraia.app was mentioned in 2 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.
The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.
How would your brand score?
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