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Description

Forty Questions evaluates how frequently AI assistants, such as ChatGPT, Claude, Perplexity, and Google's AI Mode, mention a B2B software company when a potential buyer requests a recommendation, and subsequently assesses whether the proposed fixes are effective. The study includes forty standardized buyer inquiries, each repeated three times on different days within fresh sessions, adhering to predefined rules for data collection: this results in 480 responses per month, with every answer and referenced page meticulously documented. The monthly service encompasses the creation and placement of the content that the assistants utilize, requiring client approval for each piece. The methodology is openly shared under a CC BY 4.0 license, and a comprehensive audit of the Forty Questions process is accessible on their website. A free initial report is available, covering five questions and yielding thirty responses, while a one-time audit priced at $750 will provide at least four targeted improvements; ongoing services start at $1,500 per month, with the option to cancel at any time. However, it is important to note that no placement outcomes can be guaranteed. This offering is specifically tailored for B2B software companies targeting markets in Singapore, Australia, New Zealand, and the UK, emphasizing the value of reliable AI-driven recommendations in these regions.

Description

Lettertrace is a platform designed for open-source AI visibility monitoring that tracks the frequency with which AI models like Claude, ChatGPT, Gemini, and Google AI Overviews mention and endorse specific brands. Users input the topics their customers frequently inquire about, and the platform efficiently creates diverse natural prompts to observe how AI assistants respond to these queries. Each monitoring session generates valuable data points, enabling teams to assess visibility, prominence, sentiment, and share of voice related to various topics and models over time. Additionally, competitor analysis reveals how often competing brands are referenced, which entities are recommended by AI, and how a particular brand stacks up against its rivals. The generated reports transform raw AI responses into essential metrics that AEO and GEO teams rely on, such as brand visibility, share of voice, sentiment analysis, recommendations, and competitive standings. By offering scheduled monitoring options on a daily or weekly basis, the platform helps create actionable trend lines, while its multi-model analysis capability allows for a side-by-side comparison of results from different AI answer engines, providing a comprehensive view of brand performance. This multifaceted approach equips brands with the insights necessary to refine their strategies in an increasingly competitive marketplace.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

No images available

Screenshots View All

Integrations

ChatGPT Yes 
Claude No 
Gemini No 
Google AI Overviews No 

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Google AI Overviews Yes 

Pricing Details

$1,500/month
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Forty Questions LLC

Founded

2026

Country

United States

Website

fortyquestions.io

Vendor Details

Company Name

Lettertrace

Country

United States

Website

lettertrace.com

Product Features

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