💼

Work8,223

💼

Business6,404

📢

Marketing2,145

📣

Marketing channels1,468

🦾

Answer engine optimization18

Lorelight

Monitor your brand’s AI narrative and share of voice in real-time

Open

Dashboard Edit Promote Manage releases Analytics

Overview Releases Alternatives Pricing Pros & Cons Prompts Reviews Q&A

Go to Answer engine optimization

LPagery AI Rank Tracker

7,247

Rankwave – Boost Your Brand’s Visibility in AI Answers 🚀

KNWN – AI Visibility & Traffic Analytics

Go to 💼 Work 💼 Business (6404) 🚀 Productivity (1180) 💼 Career (639)

Go to 💼 Business 📢 Marketing (2145) 🔍 Industries (772) 💾 Data (762) 💼 Sales (688) 💰 Finance (364) 💡 Startups (289) 👔 Management (264) 👔 HR (229) ⚖️ Legal (215) 📈 Business strategy (184) 📅 Meetings (120) 📊 Product management (114) 🔒 Security (73) 📞 Calls (37) 💻 Tech support (34) 🤝 Networking (30) 💻 Virtual employees (25) 🚀 Business innovation (13) 🤖 Enterprise (12)

Avataar's GenAI Creator

Cognition by Mindcorp

Chief AI Operations Officer

318

Go to 📢 Marketing 📣 Marketing channels (1468) 🔥 Branding (224) 🎥 Presentations (102) 🤝 Public relations (61) 🎯 Marketing strategies (51) 📢 Marketing content (49) 📑 Landing pages (41) 🔍 QR codes (35) 🌱 Business growth (18) 📣 Marketing campaigns (16) 📈 Marketing assistance (8) 📊 Marketing analysis (8) 📊 Marketing optimization (7)

Go to 📣 Marketing channels 📱 Social media (865) 🌐 SEO (367) 📺 Ads (133) ✉️ Email marketing (67) Answer engine optimization (18) 📱 ASO (8) 🤝 Affiliate marketing (5) 📱 SMS marketing (5)

May 22, 2025

Dashboard Edit AI

Lorelight

Answer engine optimization

3,725

4.7(3)

Use tool Copy 🔗

Inputs:

Outputs:

Llama 3.2DeepSeek V3GPT-4oLLMMistral Large GPT-4o GPT-4o

Monitor your brand’s AI narrative and share of voice in real-time

Overview

Overview Releases Alternatives Pricing Pros & Cons Prompts Reviews Q&A

Featured alternatives

ChatFeatured

8,698

LPagery AI Rank Tracker

Advertise here

Overview Discussion

Overview

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:
• 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

Releases

LorelightInitial

Get notified when a new version of Lorelight is released

Notify me

Initial release

May 22, 2025

Benjamin Houy

wrote:

Initial release of Lorelight.

Benjamin Houy

@benjaminhouy

Founder of Lorelight, the app that helps you monitor how AI platforms like ChatGPT talk about your brand.

lorelight.ai

Stats

1 tool

Beginner

Joined: April 2024

Pricing

Pricing model

Free Trial

Paid options from

$49/month

Billing frequency

Monthly

Refund policy

14 days moneyback guarantee

Free trial duration

14 days

Use tool

Save

🔗 Copy link

🗳️ Vote Best AI Tool

Featured

Answer engine optimization Lorelight

Answer engine optimization

3,725

4.7(3)

Overview Releases Alternatives Pricing Pros & Cons Prompts Reviews Q&A

Use tool

Save

Top alternatives

Promptmonitor

Get mentioned in ChatGPT, Gemini and other AI/LLMs

Answer Engine optimization

Open

26,483
25
5.0

Released 3mo ago
Free + from $99/mo
Share
24,260 www.promptmonitor.io

Yogesh

🛠️ 1 tool 🙏 4 karma

Jul 16, 2025

This is the best AI Search Optimization / GEO Tool. Let me know if you've any questions.

4 Reply Share Edit Delete Report
outwrite.ai

Be the Answer AI Recommends. Every Time.

Answer engine optimization

Open

9,319
20
4.1

Released 2mo ago
Free + from $49/mo
Share
7,911 outwrite.ai

Eric Buckley

🙏 16 karma

Aug 13, 2025

Hey, wonderful TAAFTers! We made outwrite.ai to quickly generate articles, blogs, and posts that are structured in the EXACT format that AIs prefer to find, scan, and include your brand when buyers are asking questions about your category. You become part of THE answer AI gives. Most brands still create content for Google's algorithm: keywords, backlinks, LOTS of money, and...hope. AI search doesn't work the same way as Google. When someone asks ChatGPT, Gemini, or Perplexity for a product recommendation, the AI produces a single answer. If your brand isn't in that answer...you're invisible. That's the challenge outwrite.ai solves: LLM citation optimization. Now, page 10 brands can get cited along with Fortune 500 market leaders...without a penny spent on ads.

161 Reply Share Edit Delete Report
Aiso

Get visible in ChatGPT conversations about your brand.

Answer engine optimization

Open

8,565
4
5.0

Released 17d ago
Free + from $75/mo
Share
8,209 www.getaiso.com

Benjamin Tannenbaum

🛠️ 1 tool 🙏 19 karma

Oct 13, 2025

The best quality prompts of all the tools

212 Reply Share Edit Delete Report
ChatFeatured

Get featured in ChatGPT & AI search results.

Answer Engine Optimization

Open

8,698
16
5.0

Released 29d ago
Free + from $74/mo
Share
8,010 chatfeatured.com

David Stewart

🙏 19 karma

Oct 1, 2025

This tool is awesome! The metrics are really interesting and useful.

267 Reply Share Edit Delete Report
LPagery AI Rank Tracker

Track your business rankings in AI chatbots.

Answer engine optimization

Open

7,247
1
4.0

Released 1mo ago
Free + from $59/mo
Share
6,046 lpagery.io
Rankwave – Boost Your Brand’s Visibility in AI Answers 🚀

Boost your brand's visibility in AI search results

Answer engine optimization

Open

6,941
20
4.0

Released 5mo ago
No pricing
Share
6,472 rankwave.ai

ernesto roberto

🙏 37 karma

May 26, 2025

I liked it, that is all I can say

247 Reply Share Edit Delete Report

Reviews

4.7

Average from 3 ratings.

★ ★ ★ ★ ★ 2

★ ★ ★ ★ 1

★ ★ ★ 0

★ ★ 0

★ 0

How would you rate Lorelight?

Help other people by letting them know if this AI was useful.

Your rating

★ ★ ★ ★ ★

Post

Prompts & Results

Title:

Description:

Prompt type*:

Prompt*:

Output type*:

Output*:

Add your own prompts and outputs to help others understand how to use this AI.

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

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.

+ Show 14 more

Can Lorelight help detecting shifts in AI narrative?

Yes, Lorelight can help in the detection of narrative shifts. By offering features like sentiment analysis and real-time monitoring, Lorelight aids in identifying any changes in the AI narrative surrounding a brand thereby providing important insights.

Does Lorelight offer features for brand monitoring?

Yes, Lorelight provides brand monitoring services. The tool not only tracks how AI models perceive a brand, but also provides a thorough analysis of its representation, helping businesses gain an understanding of their brand’s depiction in AI narratives.

What are the features included in Lorelight's AI coverage?

The features included in Lorelight's AI coverage are continuous monitoring of AI narratives, intelligent alerts for changes, sentiment analysis, AI-shift detection, uncovering hidden brand mentions across its platform, and strategic narrative intelligence, among others.

Can I use Lorelight for sentiment analysis of brand narratives?

Yes, you can use Lorelight for sentiment analysis of brand narratives. The tool provides sentiment analysis as part of its AI narrative analysis service to understand the emotional tone behind brand mentions and narratives generated by AI models.

How can Lorelight help in proactive brand shaping?

Lorelight assists in proactive brand shaping by providing continuous monitoring and intelligent alerts for changes in the AI narrative of a brand. By revealing the perception and representation of the brand in AI narratives, Lorelight helps businesses adjust their branding strategies proactively.

Does Lorelight identify hidden brand mentions?

Yes, Lorelight can identify hidden brand mentions. Through its advanced computational analysis, Lorelight uncovers brand mentions across its platform that may not be directly associated with the brand but nevertheless offer useful insights.

Can Lorelight monitor Google Gemini and OpenAI's GPT-4o?

Yes, Lorelight can monitor AI narratives generated by Google Gemini and OpenAI's GPT-4o. This is part of the tool's comprehensive AI coverage aiming to provide a complete overview of a brand’s AI footprint.

How does Lorelight provide insights into AI-generated brand summaries?

Lorelight provides insights into AI-generated brand summaries by conducting a sophisticated computational analysis of the content. It goes beyond tracking mention counts, delving into the narratives to identify potential risks and opportunities.

What risks and opportunities does Lorelight identify in AI narratives?

Lorelight identifies potential risks and opportunities in AI narratives by analyzing the actual content of AI-generated brand summaries. The risks could be misinformation or damaging representation, while the opportunities could be hidden brand mentions or narrative shifts.

Can Lorelight be used to optimize for AI search models?

Yes, Lorelight can be used to optimize for AI search model narratives. It implements a concept known as Generative Engine Optimization, focused on how brands are represented in AI-generated outcomes, providing a new approach to traditional SEO.

What is AI-shift detection and how does Lorelight handle it?

AI-shift detection is a feature of Lorelight that identifies changes in how AI models describe a brand. Lorelight handles this by continuously monitoring AI narratives and alerting businesses about any modifications in brand representation.

Does Lorelight have an intelligent alerts feature? How does it work?

Yes, Lorelight has an intelligent alerts feature. This functionality notifies businesses in real-time about changes in AI narratives, allowing them to react promptly and amend the narrative if necessary.

How can Lorelight help businesses control their AI narrative?

Lorelight helps businesses control their AI narrative through its continuous monitoring services, AI-shift detection, hidden brand mentions identification, and sentiment analysis. These features assist businesses in gaining insights into the AI representation of their brand and actively influencing it.

What is Lorelight's approach to answer engine optimization?

Lorelight's approach to answer engine optimization includes features such as monitoring a brand's AI narrative in real-time, analyzing the AI narrative, tracking brand representation, extracting narrative insights, conducting computational analysis, identifying hidden brand mentions, conducting sentiment analysis and identifying narrative shifts.

Ask a question

Submit

Search

Overview

Key Features

Releases

Benjamin Houy

Pricing

Top alternatives

Related topics

Reviews

How would you rate Lorelight?

Prompts & Results

Pros and Cons

Pros

View 14 more pros

Cons

View 3 more cons

Q&A

Help

People also viewed

Feedback and Incident Report

AI Options