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What is friendly4AI?
friendly4AI operates as a GEO Scanner, serving as a Software as a Service (SaaS) platform that evaluates the readiness and visibility of websites in relation to AI interactions. It analyzes any specified URL by applying more than 40 GEO/AEO criteria, focusing on aspects such as crawlability, structured data, content accessibility, AI discoverability through LLMs, technical signals, and API integration. The platform produces two essential metrics from a single scan: the AI-Readiness Score, which indicates how well AI systems can crawl, interpret, and understand the site (this score is available for free scans without requiring an account), and the AI Visibility Score, reflecting whether sites are recognized and recommended by platforms like ChatGPT, Gemini, Claude, and Perplexity during live LLM queries. Each analysis is backed by verifiable data, and the recommendations are prioritized based on their potential impact, classified from Critical to Low. Additionally, friendly4AI features a public leaderboard that showcases the best-performing websites and a dedicated MCP server tailored for AI agents. The pricing model includes a no-cost scan, followed by tiers such as Starter at $9 monthly, Pro at $39 monthly, and Teams at $199 monthly, each with a free trial option for potential users to test the service. This thorough analysis not only aids website owners in improving their compatibility with AI but also cultivates a competitive atmosphere among users, ultimately benefiting the entire digital ecosystem.
What is Honeyb?
Honeyb is a specialized AI visibility intelligence platform that enables businesses to understand, monitor, and improve how they are represented across the rapidly growing ecosystem of AI-powered search and answer engines. The platform tracks brand mentions, recommendation share, citation sources, sentiment, and competitive performance across major AI systems including ChatGPT, Gemini, Claude, Perplexity, and other emerging models. As more consumers and business buyers rely on AI tools for research and purchasing decisions, Honeyb provides organizations with critical insights into how their brands are being surfaced within AI-generated responses. Users can monitor visibility across important industry topics, track competitor positioning, and identify opportunities to increase recommendation frequency within AI conversations. The platform measures how often a brand appears in relevant prompts and compares those results against competing organizations operating in the same market. Honeyb also analyzes the sources that AI systems rely on when generating recommendations, helping businesses understand which websites, reviews, forums, publications, and content assets influence outcomes. Daily monitoring allows teams to detect shifts in visibility, sentiment, and recommendation patterns as AI models update and evolve. The platform generates actionable recommendations that help improve AI readability, citation strength, content performance, and brand authority. Marketing, SEO, PR, and growth teams can use Honeyb to build strategies that increase their presence within AI-driven customer journeys. By centralizing AI visibility data and competitor intelligence, the platform creates a measurable framework for managing brand performance in answer engines. Honeyb helps organizations stay visible, competitive, and discoverable as AI increasingly becomes a primary channel for information discovery and purchasing decisions.
Media
No images available
Integrations Supported
ChatGPT
Claude
Gemini
Perplexity
API Availability
Has API
API Availability
Has API
Pricing Information
$9/month
Free Trial Offered?
Free Version
Pricing Information
$78/month
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
friendly4AI
Date Founded
2026
Company Location
United States
Company Website
friendly4.ai
Company Facts
Organization Name
Honeyb
Date Founded
2023
Company Location
United States
Company Website
www.honeyb.ai/