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features
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Description

Reckomenda evaluates your business's presence within generative AI platforms such as ChatGPT, Claude, Gemini, and Perplexity. It processes genuine buyer inquiries through actual signed-in sessions instead of relying on developer API interactions, identifies the manner in which your brand is referenced, and assesses your visibility, authority, and sentiment scores while also identifying your competitors. Additionally, it captures screenshots of every response for verification purposes. You can monitor the fluctuations in your AI-response visibility over time and receive practical suggestions for improvement. This process is known as Generative Engine Optimization (GEO) or Answer Engine Optimization (AEO), and it focuses on the initial touchpoints that prospective buyers engage with. Ultimately, the insights gained can significantly enhance your brand's presence in the evolving landscape of AI-driven interactions.

Description

friendly4AI serves as a GEO Scanner, functioning as a SaaS platform dedicated to evaluating how prepared and visible a website is for AI interactions. It assesses any given URL by using over 40 GEO/AEO criteria that include aspects like crawlability, structured data, content accessibility, and AI discoverability through LLMs txt and AI manifests, as well as technical signals and API integration. From a single scan, it generates two key metrics: the AI-Readiness Score, indicating if AI systems can effectively crawl, parse, and comprehend the site (this score is available in a free scan without the need for an account), and the AI Visibility Score, which measures if platforms like ChatGPT, Gemini, Claude, and Perplexity acknowledge and recommend the site through real-time LLM queries. Each result is supported by verifiable evidence, and recommendations are categorized by their potential impact, ranging from Critical to Low. Additional offerings include a public leaderboard highlighting the top-performing sites on Friendly4AI and a native MCP server designed for AI agents. The pricing structure includes a complimentary scan, followed by Starter at $9 per month, Pro at $39 per month, and Teams at $199 per month, all accompanied by a free trial option for users to explore. This comprehensive analysis not only aids website owners in enhancing their AI compatibility but also fosters a competitive environment among users.

API Access

Has API

API Access

Has API

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Integrations

ChatGPT
Claude
Gemini
Perplexity

Integrations

ChatGPT
Claude
Gemini
Perplexity

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$9/month
Free scan — no account required (AI-Readiness Score). All paid plans include a 14-day free trial; AI Visibility Score (ChatGPT, Gemini, Claude, Perplexity) included on every paid plan.

Starter — $9/mo ($90/yr): 1 site, 10 scans/mo, AI-Readiness + AI Visibility, PDF export, 30-day history.
Pro — $39/mo ($390/yr): 5 sites, 50 scans/mo, scheduled scans, CSV/JSON export, 90-day history, limited API, 48h email support.
Teams — $199/mo ($1,990/yr): 20 sites, 200 scans/mo, scheduled scans, 365-day history, full API, 24h email support.

No hidden fees. Annual billing saves ~2 months.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Reckomenda

Website

reckomenda.com

Vendor Details

Company Name

friendly4AI

Founded

2026

Country

United States

Website

friendly4.ai

Alternatives

Answered Reviews

Answered

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