
Lorelight
Inputs:
Outputs:
Mistral LargeLLMGPT-4oDeepSeek V3Llama 3.2
Monitor your brand’s AI narrative and share of voice in real-time

Most popular alternative: Promptwatch (27 saves)
Author
Lorelight shows you exactly how often—and how well—AI models talk about your brand. It tracks mentions across ChatGPT, Gemini, Claude, Perplexity and more, then rolls everything into clear metrics:
Benjamin Houy
🛠️ 1 tool
• AI Share of Voice – see your brand’s visibility versus key competitors at a glance.
• Prompt Discovery – uncover the real prompts that trigger organic mentions so you can amplify wins or fix risks.
• Narrative & Sentiment Alerts – get instant warnings when tone shifts or misinformation appears.
Unlike classic SEO and brand monitoring
tools, Lorelight focuses on Generative Engine Optimization (GEO), AI SEO and LLM SEO_ helping you shape what AI says before customers see it. Set it up once, and Lorelight continuously surfaces insights, trends, and corrective actions so you keep control of your story.
Try Lorelight free for 14 days and start steering the AI conversation in your favor.
Key Features
- Sentiment Analysis
- Prompt Generator
- Reusable Prompt Templates
- Ai Prompt Assistancer/writer
- Schedule Prompts To Run At Regular Intervals
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Releases
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May 22, 2025

Benjamin Houy
Initial release of Lorelight.
Pricing
Pricing model
Free Trial
Paid options from
$49/month
Billing frequency
Monthly
Refund policy
Free trial duration
14 days

Prompts & Results
Add your own prompts and outputs to help others understand how to use this AI.
Lorelight was manually vetted by our editorial team and was first featured on May 22nd 2025.
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33,81223Released 20d agoFree + from $19.99/mo
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832,305635v1.6 released 14d agoFree + from $12/moReducing manual efforts in first-pass during code-review process helps speed up the "final check" before merging PRs
Pros and Cons
Pros
Advanced narrative analysis
Detects hidden brand mentions
Generative Engine Optimization
Continuous brand monitoring
Intelligent alert system
Included sentiment analysis
Narrative shift identification
Allows proactive brand shaping
Protects against inaccurate representation
Real-time monitoring
Precise computational analysis
Strategic Narrative Intelligence feature
Automated monitoring system
Focus on GEO
Early risk detection
Identifies competitive positioning
Reveals new brand opportunities
Provides strategic foresight
Ensure Narrative Accuracy
View 14 more pros
Cons
No exact price mentioned
Early access restrictions
No native app mention
No multi-language support
Considerable technical understanding required
No brief tutorial
Lacks integration with SEO tools
Potential for inaccurate sentiment analysis
View 3 more cons
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Track your content’s visibility and performance across AI platforms, globally.1,11422Released 5mo agoFrom $10/moThis is a needed product for anyone trying to be seen on ChatGPT! AI will be the new front door of the internet and I want my brand to show up. Knwn helped me optimize both my code and content to show up with greater frequency on all AI platforms.
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Q&A
What is Lorelight?
Lorelight is an advanced AI tool designed to monitor and analyze the perception, representation, and conveyance of brand narratives by AI models. Its purpose is to assist businesses in understanding how AI search models, such as Google Gemini, OpenAI's GPT-4o, and Anthropic's Claude 3.7 Sonnet, describe their brand narratives.
How does Lorelight analyze AI models?
Lorelight applies computational analysis to monitor and analyze AI models. It goes beyond mere mention counts, delving into the actual content of AI-generated brand narratives to identify potential risks and opportunities. It also uncovers hidden brand mentions across its own platform, unveiling critical insights.
What is Strategic Narrative Intelligence?
Strategic Narrative Intelligence is a feature of Lorelight that focuses on analyzing the content of AI-generated brand narratives, not just mention counts. It enables businesses to surface the actual content of narratives to identify potential risks, such as misinformation, and opportunities, aiding in the exploration of narrative shifts.
What is Lorelight's approach to Generative Engine Optimization?
Generative Engine Optimization (GEO) is a distinctive approach that Lorelight adopts. Unlike traditional Search Engine Optimization (SEO), GEO is concerned with how brands are represented in AI-generated outcomes. It assists businesses in actively shaping their brand representation in these outcomes.
Can Lorelight monitor AI narratives continuously?
Yes, Lorelight offers continuous monitoring of AI narratives. It provides this service to help businesses maintain control and foresight over their AI narrative, enabling them to proactively shape their brand depiction.
Does Lorelight protect against inaccurate representation by AI models?
Lorelight does offer protection against inaccurate or potentially harmful representation by AI models. It helps businesses identify and correct misinformation, thereby preserving the integrity of their brand.
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