The ALLMO Blog

Pioneering the Future of Applied Large Language Model Optimization

In this blog, you’ll find deep dives into the fundamentals of large language models, practical strategies for optimization in the era of generative search, background insights, hands-on guides, and updates on our product and company journey.

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Featured

View of AI citation data showing Booking.com dominating hospitality search results across ChatGPT, Gemini, Mistral, and Perplexity.

Company

Case Study: How Nokumo Mapped AI Search Visibility for the Travel Industry

94.3% of independent accommodation websites are invisible to AI search engines. Here is how Nokumo and ALLMO.ai measured…

Niclas Aunin

Jun 20, 2026 5 min

Preview image with a purple blurry background and the text "ALLMO.ai is top ranked in the OMR Reviews Software Guide SEO/GEO".

Company

Best GEO Tool: ALLMO.ai Ranks Best in 2 of 3 Categories in OMR Reviews SEO/GEO Guide

According to the OMR Reviews Software Guide SEO/GEO 2026, ALLMO.ai achieved the highest rankings in customer support and…

Niclas Aunin

May 22, 2026 5 min

Product Update

New: Compare Brand Mention and Citation Density Patterns Across AI Models

Did you make the cut? ALLMO.ai now shows you how many brands AI models typically mention.

Niclas Aunin

Mar 17, 2026 5 min

Product Updates

Graphic titled “Tag Analyzer” on a gradient background, showing a dashboard card labeled “Top Performing Topics.” A table lists tags with their performance metrics: Product (45,823 responses, 7,842 mentions, 17.1% share), Features (38,921 responses, 6,234 mentions, 16.0%), Pricing (32,145 responses, 5,123 mentions, 15.9%), Integration (28,934 responses, 4,567 mentions, 15.8%), API (25,678 responses, 3,892 mentions, 15.2%), and Security (22,341 responses, 3,421 mentions, 15.3%).

Product Update

New: Tag Level Comparison and Combination Explorer

Break down your AI visibility by tag. Identify high-impact topics and uncover where competitors outperform you.

Niclas Aunin

Apr 1, 2026 2 min

Product Update

New: Compare Brand Mention and Citation Density Patterns Across AI Models

Did you make the cut? ALLMO.ai now shows you how many brands AI models typically mention.

Niclas Aunin

Mar 17, 2026 5 min

Product Update

Introducing Co-Mentions: The best way to analyze which competitors appear with you in AI answers.

Discover which companies AI models mention alongside your brand, ranked by Jaccard, Lift, and co-occurrences; filter by…

Niclas Aunin

Mar 11, 2026 4 min

Product Update

Product Update: Invite your team

New in ALLMO.ai: Invite your team members.

Niclas Aunin

Feb 16, 2026 2 min

Product Update

Case Study: How ALLMO Got ChatGPT to Crawl a New Website in Under 10 Minutes

How aicitationsgenerator.com Achieved AI Crawler Discovery in Under 10 Minutes with ALLMO.ai's Warm-up Feature

Niclas Aunin

Jan 27, 2026 6 min

Product Update

Product Update: Reddit AI Optimization Report

Discover the Reddit conversations that actually shape how AI models talk about your brand. ALLMO.ai now reveals the exac…

Niclas Aunin

Nov 18, 2025 4 min

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AEO/GEO Knowledge Base

A blue and green background with a robot emoji and the text "AI crawler"

Knowledge Base

List of All AI Crawlers and Bots

A complete list of the major AI crawlers and bots, what they do, and whether they are used for training, AI search, on-d…

Niclas Aunin

Sep 30, 2026 11 min

Knowledge Base

What Does AI Say About You? A 4-Step Self-Audit

A 4-step method to audit what AI says about you: run 25 prompts across 5 AI models, score every claim in 5 buckets, fix…

Niclas Aunin

Sep 16, 2026 15 min

A scoring grid comparing AI visibility platform capabilities across five dimensions: LLM coverage breadth, prompt monitoring depth, mention vs. citation distinction, data freshness, and actionability layer.

Knowledge Base

AI Visibility Platform Evaluation Framework: 5 Criteria for 2026

Score any AI visibility platform on five dimensions: LLM coverage, prompt monitoring depth, mention vs. citation, data f…

Team ALLMO

Jun 23, 2026 10 min

Knowledge Base

6 Types of AI Search Optimization

The 6 different types of AI Search Optimization explained.

Team ALLMO

Mar 31, 2026 9 min

Knowledge Base

Why Your Brand Does Not Show Up in ChatGPT (And How to Fix It)

Your brand might dominate Google and still be invisible in ChatGPT. This diagnostic guide explains seven common causes a…

Team ALLMO

Mar 9, 2026 9 min

Knowledge Base

LLMs.txt for AI Search Report 2026

A comprehensive study of the necessity of LLMs.txt pages for AI search visibility

Niclas Aunin

Jan 23, 2026 19 min

View more articles

All Articles

Knowledge Base

List of All AI Crawlers and Bots

A complete list of the major AI crawlers and bots, what they do, and whether they are used for training, AI search, on-d…

Niclas Aunin

Sep 30, 2026 11 min

Knowledge Base

What Does AI Say About You? A 4-Step Self-Audit

A 4-step method to audit what AI says about you: run 25 prompts across 5 AI models, score every claim in 5 buckets, fix…

Niclas Aunin

Sep 16, 2026 15 min

Screenshot of the Spotify interface showing the podcast Agenda 2036.

Company

ALLMO on Agenda 2036 Podcast

Niclas Aunin, ALLMO's founder, made his first podcast appearance on Agenda 2036, sharing a three-step GEO framework: Pro…

Niclas Aunin

Sep 14, 2026 1 min

Knowledge Base

AI Visibility Platform Evaluation Framework: 5 Criteria for 2026

Score any AI visibility platform on five dimensions: LLM coverage, prompt monitoring depth, mention vs. citation, data f…

Team ALLMO

Jun 23, 2026 10 min

Company

Case Study: How Nokumo Mapped AI Search Visibility for the Travel Industry

94.3% of independent accommodation websites are invisible to AI search engines. Here is how Nokumo and ALLMO.ai measured…

Niclas Aunin

Jun 20, 2026 5 min

Company

Best GEO Tool: ALLMO.ai Ranks Best in 2 of 3 Categories in OMR Reviews SEO/GEO Guide

According to the OMR Reviews Software Guide SEO/GEO 2026, ALLMO.ai achieved the highest rankings in customer support and…

Niclas Aunin

May 22, 2026 5 min

Product Update

New: Tag Level Comparison and Combination Explorer

Break down your AI visibility by tag. Identify high-impact topics and uncover where competitors outperform you.

Niclas Aunin

Apr 1, 2026 2 min

Knowledge Base

6 Types of AI Search Optimization

The 6 different types of AI Search Optimization explained.

Team ALLMO

Mar 31, 2026 9 min

Product Update

New: Compare Brand Mention and Citation Density Patterns Across AI Models

Did you make the cut? ALLMO.ai now shows you how many brands AI models typically mention.

Niclas Aunin

Mar 17, 2026 5 min

Product Update

Introducing Co-Mentions: The best way to analyze which competitors appear with you in AI answers.

Discover which companies AI models mention alongside your brand, ranked by Jaccard, Lift, and co-occurrences; filter by…

Niclas Aunin

Mar 11, 2026 4 min

Knowledge Base

Why Your Brand Does Not Show Up in ChatGPT (And How to Fix It)

Your brand might dominate Google and still be invisible in ChatGPT. This diagnostic guide explains seven common causes a…

Team ALLMO

Mar 9, 2026 9 min

Product Update

Product Update: Invite your team

New in ALLMO.ai: Invite your team members.

Niclas Aunin

Feb 16, 2026 2 min

Product Update

Case Study: How ALLMO Got ChatGPT to Crawl a New Website in Under 10 Minutes

How aicitationsgenerator.com Achieved AI Crawler Discovery in Under 10 Minutes with ALLMO.ai's Warm-up Feature

Niclas Aunin

Jan 27, 2026 6 min

Knowledge Base

LLMs.txt for AI Search Report 2026

A comprehensive study of the necessity of LLMs.txt pages for AI search visibility

Niclas Aunin

Jan 23, 2026 19 min

Company

ALLMO.ai at the n8n Vienna Community Meetup: Sharing Insights on GEO, AI Search and Automation

Last week, I presented at the n8n Vienna Community Meetup on AI Search Optimization and how I use n8n at ALLMO.ai to aut…

Niclas Aunin

Jan 22, 2026 1 min

Knowledge Base

8 Practical Tips to Use Reddit to Increase Your Visibility in ChatGPT

Reddit is now one of ChatGPT’s most influential sources so here are 8 field tested tips to get your posts and comments r…

Niclas Aunin

Jan 21, 2026 11 min

Knowledge Base

Is good SEO enough for visibility in AI Search

Is SEO still enough for AI search? Discover how AI answers work, why citations matter more than clicks, and how to optim…

Team ALLMO

Jan 14, 2026 10 min

A minimalist digital art piece featuring a glowing AI humanoid model standing at the edge of a deep technological divide, pointing toward a futuristic chasm. Explore the intersection of artificial intelligence, innovation, and the digital gap in this high-resolution conceptual visual

Knowledge Base

Why Knowledge Gap Analysis is Highly Effective to Optimize AI Search Visibility

Knowledge gap analysis helps you identify missing or weak facts in the data AI systems rely on. When authoritative infor…

Niclas Aunin

Jan 9, 2026 8 min

Hero image announcing “The 11 Most Important Metrics to Track for AI Search Optimization in 2026,” featuring an upward trending analytics graph and digital dashboard, representing data driven growth and AI search visibility by ALLMO.ai.

Knowledge Base

11 Most Important Metrics to Track for AI Search Success in 2026

Track what actually matters in 2026: 11 essential AI Search metrics across ChatGPT, Perplexity, Gemini, and Claude to me…

Niclas Aunin

Jan 7, 2026 10 min

Knowledge Base

AI Search Trends Report - Week 1 of 2026

AI search platforms continue to reshape how information is discovered and consumed also in the year 2026. Below are the…

Team ALLMO

Jan 6, 2026 12 min

Knowledge Base

AI Search Trends Report - Week 52 of 2025

The AI Search Weekly Media & Publisher Report analyzes how ChatGPT and Perplexity cite sources to inform about recent de…

Team ALLMO

Dec 22, 2025 11 min

Knowledge Base

Are Google Searches Really So Different from ChatGPT Questions?

Explore the core differences and surprising similarities between how we search on Google and how we ask questions to Cha…

Team ALLMO

Dec 16, 2025 8 min

Knowledge Base

AI Search Trends Report - Week 51 of 2025

AI search citation patterns shift weekly: Currently Reuters leads, public institutions rise, video grows across platform…

Team ALLMO

Dec 15, 2025 14 min

Knowledge Base

Al Search Weekly - Week 50 of 2025: Reuters further solidifying it's leading position, with Wikipedia on a slight decline

Reuters further solidifying it's leading position, with Wikipedia on a slight decline. Plus, we are introducing week on…

Team ALLMO

Dec 8, 2025 11 min

Futuristic office scene showing an AI system analyzing data while a person manipulates documents to discredit a competitor, illustrating the risk of competitor discreditation tactics in AI models.

Knowledge Base

The Growing Risk in AI Models from Competitor Discreditation Tactics

As AI search becomes the primary information gateway, a new threat is emerging: blackhat actors are learning to bias lar…

Team ALLMO

Dec 3, 2025 8 min

Knowledge Base

Shopify x ChatGPT Partnership: Timeline, Integration Mechanics, and the Future of Conversational Commerce

Shopify and OpenAI launched a new integration that lets over 1 million US Shopify merchants sell products directly insid…

Team ALLMO

Nov 28, 2025 16 min

Knowledge Base

What we know about the impact of Wikipedia on ChatGPT search results

Wikipedia is now the most cited source by ChatGPT and a major driver of AI visibility. This article explains why Wikiped…

Team ALLMO

Nov 19, 2025 11 min

Product Update

Product Update: Reddit AI Optimization Report

Discover the Reddit conversations that actually shape how AI models talk about your brand. ALLMO.ai now reveals the exac…

Niclas Aunin

Nov 18, 2025 4 min

Cover image for the AI Search Report: News & Media, Week 42, showing a folded newspaper on the left merging into digital screens with glowing headlines and binary code, symbolizing the transformation from print to digital media

Knowledge Base

AI Search Weekly: Media and Publisher Visibility Report (Week 42, October 13-19 2025)

The AI Search Weekly Media & Publisher Report analyzes how AI platforms like ChatGPT and Perplexity cite sources such as…

Team ALLMO

Nov 3, 2025 12 min

Knowledge Base

AI Search Weekly: Media and Publisher Visibility Report Week 44

The AI Search Weekly Media & Publisher Report for Week 44.

Team ALLMO

Nov 3, 2025 12 min

Knowledge Base

AI Search Acronyms Explained: ALLMO, GEO, LLMO, AIO & more

AI search has entered its acronym era, ALLMO, LLMO, GEO, AISO, AIO, and more. As models like ChatGPT, Perplexity, and Go…

Niclas Aunin

Oct 29, 2025 7 min

Cover image for the AI Search : News & Media, Week 43, showing a folded newspaper on the left merging into digital screens with glowing headlines and binary code, symbolizing the transformation from print to digital media.

Knowledge Base

AI Search Weekly: Media and Publisher Visibility Report (Week 43, October 20-27 2025)

The AI Search Weekly Media & Publisher Report analyzes how AI platforms like ChatGPT and Perplexity cite sources such as…

Team ALLMO

Oct 27, 2025 12 min

Product Update

Product Update: Track Your Brand Visibility in Grok by xAI

Monitor mentions and citations from Grok (xAI), the model trained on X/Twitter data, now available in ALLMO Visibility R…

Niclas Aunin

Oct 17, 2025 1 min

Knowledge Base

Unbundling AI: A List of Public Training Data Deals

A concise map of the 2025 AI content licensing market. Who licensed what to whom, how the money works, and what could ha…

Team ALLMO

Oct 15, 2025 4 min

Product Update

Product Update: Claude is live in ALLMO

Track your brand’s visibility in Claude Sonnet with ALLMO. Add Claude to prompts, compare model performance, and optimiz…

Niclas Aunin

Oct 13, 2025 1 min

A split-screen digital illustration contrasts traditional search with AI search. The left side shows a gray “Webmaster Console” featuring charts, click counts, and keyword metrics. The right side transitions into a glowing neural network background with a ChatGPT-style interface bubble saying “How can I help you?” connected by a flowing line of light. The overall look is minimalist, futuristic, and softly lit in silver and light blue tones.

Knowledge Base

Why OpenAI Does Not Provide Webmaster Tools for ChatGPT (Yet)

AI search engines like ChatGPT and Perplexity don’t yet offer Google-style webmaster tools, and for good reason. Legal a…

Team ALLMO

Oct 7, 2025 6 min

Screenshot of the first page of the OpenAI paper How People Use ChatGPT, showing the headline and abstract.

Knowledge Base

OpenAI Just Revealed How 700 Million People Are Using ChatGPT

700M people use ChatGPT weekly, nearly half of queries are about seeking guidance and information, 28% are for writing,…

Niclas Aunin

Sep 19, 2025 4 min

Blurred spreadsheet preview of a longlist containing query topics and language columns, overlaid with a large thinking-face emoji to signify analyzing and refining AI-generated search data.

Knowledge Base

How to select the right prompts to monitor for AI Visibility Optimization

To measure and improve your brand’s presence in AI-generated answers, you first need the right prompt dataset. This arti…

Niclas Aunin

Jul 9, 2025 5 min

Product Update

The Visibility Report in ALLMO: Analyse Mentions, Citations and Share of Voice in AI Answers

Understand how visible your brand is across AI-generated answers. Track mentions, citations and Share of Voice across to…

Niclas Aunin

Jun 19, 2025 2 min

Product Update

Introducing LLM Warm-up: The Fastest Way to get Your Pages Mentioned by AI Chatbots

Introducing the LLM Warm-Up Feature: a new way to proactively get your pages noticed by ChatGPT, Perplexity, and other L…

Niclas Aunin

Jun 17, 2025 4 min

Knowledge Base

Google vs ChatGPT: Why Searches Differ (and What That Means for Customer Acquisition)

Google shows links. ChatGPT gives answers. But how does this affect your startup’s visibility—and your ability to acquir…

Team ALLMO

Jun 13, 2025 6 min

Product Update

Prompt Monitoring - How it works, and how you can benefit.

ALLMO's Prompts feature helps you track if - and how - your company shows up in AI-generated responses. Monitor real use…

Niclas Aunin

Jun 12, 2025 4 min

Flat-style digital illustration of an open blue toolbox with icons emerging from it, including a magnifying glass, a "schema" tag, a speedometer, and a rising bar chart with an arrow. The background features soft blue gradients, giving the image a clean, tech-oriented aesthetic.

Knowledge Base

Getting Started: 5 Simple Steps to Set Up the Foundations for LLM Optimization

Before you chase advanced AI-SEO hacks, make sure your foundations are solid. From tracking AI referrals to auditing you…

Niclas Aunin

Jun 10, 2025 3 min

Product Update

Introducing the first of its kind AI Search Index

Just because your page exists doesn’t mean ChatGPT or Perplexity can see it. Our latest feature helps you verify which U…

Niclas Aunin

May 30, 2025 2 min

Knowledge Base

Introduction to ALLMO (Part 2): Fundamentals of Tracking LLM visibility

Understand how large language models surface information—and what that means for your content strategy. This concise gui…

Niclas Aunin

May 29, 2025 5 min

Knowledge Base

A comprehensive list of Large Language Model knowledge cut off dates

Knowledge cut-off dates play a critical role in optimizing content for LLMs. This article offers a comprehensive and reg…

Niclas Aunin

May 5, 2025 12 min

Knowledge Base

Introduction to ALLMO (Part 1): What is ALLMO?

Why ALLMO.ai was launched.

Niclas Aunin

May 2, 2025 5 min

Knowledge Base

OpenAI's ChatGPT App Store: What It Means for AI Search Visibility Optimization

OpenAI has launched an app platform inside ChatGPT, creating a new avenue for visibility optimization where brands compe…

Niclas Aunin

Feb 21, 2025 7 min