The AI Visibility Blog
Playbooks, teardowns, and tactics for founders, teams, and agencies making AI recommend them, without a marketing hire.
Latest Articles
58 articlesGetIntel vs LLMrefs: An Honest 2026 Comparison
GetIntel vs LLMrefs compared side by side. See methodology, metrics, pricing, and which AI visibility tool fits your team in 2026.
16 of 17 'Best AI Tools' Lists Rank Themselves First
We fetched 17 'best AI visibility tools' roundups written by companies selling one. 16 ranked themselves first. None ranked itself below second.
GetIntel vs Frase AI Visibility: Top Tracker
Discover which tool truly tracks AI answers—GetIntel vs Frase AI visibility. Compare features, accuracy, and pricing in our 2026 review.
Half of AI's Tool Advice Comes From Tool Vendors
Across 9,049 citations in the AI-visibility category, 51.7% point at companies selling a tool in it. Independent journalism: 5.7%.
Does FAQ Schema Help AI Citations? 615 Pages Tested
Heavily cited pages carry FAQ schema more often - 37.2% vs 28.0%. The difference disappears once you count each publisher once.
GetIntel vs SE Ranking: 15.1% vs 8.0% in AI Answers
Our own tracker names SE Ranking in 15.1% of category prompts and GetIntel in 8.0% - but GetIntel holds the higher share of voice.
Google AI Mode vs AI Overviews vs Gemini: We Measured All 3
100 buyer questions across 10 software categories, put to all three Google AI surfaces. AI Mode cited 16.4 domains an answer, Gemini 3.4.
GetIntel vs Peec AI: Which Tool Wins for AI Visibility?
Peec AI starts at $95/mo and tracks 3 AI engines; GetIntel starts at $29 and tracks 4. The real difference is what each hands you.
How to Get Cited by AI When There Is No Top-10 List
Across 10 software categories we logged 3,754 AI citations. They went to 1,258 domains, the top one took 3.5%, and 57% were cited once.
GetIntel vs Otterly.AI: Prompts, Engines, Output
Both start at $29 and both refresh daily. The real gaps are prompt volume and what each hands you after it finds one.
The AI Visibility Numbers Everyone Cites Are Wrong
We read 180 AI visibility pages and logged every statistic. At least 12 of 18 comparable figures are wrong, and only 3 of 33 state a sample size.
How Many Sources Does Perplexity Cite? 8 to 10, or Zero
We counted sources in 100 Perplexity answers. It cites 8-10 domains or none at all, never 1 to 5. Five vendors publish five different averages.
GetIntel vs Ahrefs: What Brand Radar Really Costs
Ahrefs tracks AI visibility via Brand Radar at $199 per engine, or $699 for all. GetIntel includes its engines from $29.
5 AI Engines, 100 Buying Questions: What We Found
We asked 5 AI engines 100 buying questions. ChatGPT named the most brands but cited the fewest sources. Google AI Overviews did the opposite.
AI Citation Overlap: 1,283 Domains Across 5 Engines
We collected 491 AI answers and 1,283 cited domains across 5 AI engines. Only 1.1% of those domains appeared on all five. The full overlap matrix.
AI Search Engine Optimization: A Practical Guide
How to get named and cited inside AI answers: what actually moves citations, what llms.txt does not do, and how to measure it.
PR.co and AI Search Visibility: What It Actually Does
PR.co helps AI crawlers read your content, but it cannot track if ChatGPT or Perplexity cite you. Here is what each tool covers, backed by real data.
Zapier for AI Visibility Tracking: What It Actually Does
Zapier has no native workflow for tracking AI visibility in ChatGPT and Perplexity. Here's the real DIY build, and when a dedicated tool beats it.
GetIntel vs Profound: Pricing and Engines Compared
Profound is no longer enterprise-only. Starter is $99 for ChatGPT alone; its nine-engine breadth is an Enterprise feature.
GetIntel vs. Semrush: Which One Actually Tracks AI Citations?
GetIntel vs Semrush AI visibility: compare AI answer tracking, recommendations, workflows, coverage, and value for small SaaS teams.
Why ChatGPT and Claude Skip Your Brand (And How to Fix It)
ChatGPT and Claude don't rank pages, they pick a short list of names to say out loud. Here is how that selection works and what changes your odds.
How to See Which Competitors ChatGPT Recommends Over You
A practical, manual method for finding which competitors ChatGPT names instead of you on your real buyer questions, plus when to automate it.
Get Cited in ChatGPT and Perplexity Without an Agency
A step-by-step approach to earning real AI citations without hiring an SEO or GEO agency, built around what actually gets cited in this category.
How to See Exactly What Perplexity Tells Your Buyers
The manual method for checking the real answer Perplexity gives a buyer asking about your category, plus what to do with the sources it shows you.
Fixing AI Visibility Gaps Without an Engineering Backlog
A practical path for solo and small-team SaaS founders to close AI citation gaps without turning every fix into an engineering ticket that sits for weeks.
The Counter-Article Playbook for Lost AI Citations
What to do the moment you find a competitor getting recommended instead of you: how to turn that single loss into a specific, shippable content brief.
How to Get Your Pricing Page Cited in AI Overviews
Why pricing pages rarely get cited in Google AI Overviews even when they rank well, and the specific changes that make pricing content citable.
Benchmarking Your AI Visibility Against Real Competitors
Why your AI visibility "competitors" are usually not the companies you think, and how to benchmark against the ones ChatGPT actually names instead of you.
One Daily Score for ChatGPT, Claude, Perplexity & Gemini
Why a single AI visibility number across five engines is harder to build than it sounds, what it should actually measure, and how to read one honestly.
Find the Reddit and G2 Pages AI Cites for Your Competitors
A step-by-step method for finding the exact Reddit threads and review pages AI engines pull from when recommending a competitor instead of you.
How to Ship AI Visibility Fixes Without an Engineering Backlog
You found the gap: ChatGPT skips your brand on a buyer prompt. Here is how to go from that gap to a shipped fix (llms.txt, schema, Wikidata, counter-content) through Claude Code or Cursor, without filing an engineering ticket.
The Definitive llms.txt Guide: What It Is, What Belongs In It, and Whether It Actually Works
Everything about llms.txt in one place: what it is, exactly what to put in it, how to generate and ship one, and how to tell whether it actually moved your AI citation rate.
How to Prove Your AI Visibility Work Is Actually Working
Whether you're convincing a co-founder or a skeptical client, here is a real methodology for proving AI search visibility improved: what to baseline, what to measure, and how to present it so the number is defensible.
How to Package AI Search Visibility as a Recurring Agency Service
Clients are starting to ask if they show up in ChatGPT. Here is how to turn AI-search visibility into a sellable, scalable service line: what to deliver, how to scope it, and how to run it across a client roster without adding headcount.
Which Sources AI Engines Actually Cite (And How to Get Into Them)
ChatGPT and Perplexity don't invent recommendations from nowhere. Here is how to find the exact Reddit threads, G2 pages, and articles they're pulling from when they recommend your competitors instead of you, and what to do about it.
Your AI Visibility Score, Explained: What It Measures and Why It Moves
What actually goes into a single AI visibility score, why it can move week to week even without new content, and how to read one whether you're tracking your own brand or a client's.
Best Generative Engine Optimization (GEO) Agencies in 2026: How to Choose a GEO Agency
Comparing GEO agencies in 2026? Learn what a generative engine optimization agency actually does, the 9 types of GEO agencies to consider, and how to pick the right one.
AI Visibility Agency: How Agencies Add AI Search Monitoring to Their Service Menu in 2026
Thinking about becoming an AI visibility agency? Your clients are already asking if they show up in ChatGPT and Perplexity. Here is how SEO and marketing agencies add AI visibility as a service line, deliver it across clients, and report it.
How to Rank in Gemini: Google's AI and the Entity Authority Edge
Learn how to rank in Gemini by combining solid Google SEO with entity authority. A practical guide for SaaS founders on AI visibility in Google's model.
How to Rank in Claude: A Practical Guide for SaaS Founders
Learn how to rank in Claude's responses. Covers training data, web search, entity clarity, third-party authority, and how to measure your AI visibility.
AI Brand Tracking: Monitor ChatGPT, Perplexity & Claude
AI brand tracking (also called an AI brand tracker) shows how often ChatGPT, Perplexity, Claude, and Gemini mention your brand. Here is what to track.
AI Search Optimization: The Complete Guide for SaaS Founders
AI search optimization explained: how to get your brand cited by ChatGPT, Perplexity, Gemini, and Google AI Overviews. Practical tactics for founders.
The Best Generative AI SEO Tools in 2026: Two Camps, One Clear Guide
A founder-honest roundup of the best generative AI SEO tools in 2026, covering tools that DO SEO with AI and tools that get you cited BY AI engines.
ChatGPT SEO: The Strategic Guide to Getting Recommended by AI
ChatGPT SEO is the practice of optimizing your brand so AI models cite and recommend you. Here's the mental model every founder needs.
How to Rank in ChatGPT: A Founder's Practical Guide to AI Visibility
Learn exactly how to rank in ChatGPT. A step-by-step guide covering entity recognition, authority signals, llms.txt, and how to measure your AI citation score.
LLM SEO: The Complete Guide to Getting Cited by ChatGPT, Claude, and Perplexity
LLM SEO (LLMO) is how you get AI models to cite your brand. Learn the concrete levers: llms.txt, entity presence, structured data, and more.
What Is Generative Engine Optimization (GEO)? The Founder's Guide
Generative engine optimization (GEO) helps your brand get cited by ChatGPT, Claude, Perplexity, and Gemini. Here's how it works and how to start.
Answer Engine Optimization (AEO): The Solo Founder's Guide to Winning AI Answers in 2026
Answer engine optimization (AEO) gets your content chosen as the definitive AI answer, not just a ranked link. Here's the practical playbook.
The Best AI Visibility Tools in 2026: GEO Tools Ranked (Honest Roundup)
A fair, founder-to-founder comparison of 13 AI visibility tools (GEO platforms) with real pricing and screenshots, to track your visibility across ChatGPT, Perplexity, Claude and Google AI Overviews.
How to Rank in Perplexity: A Practical Guide for SaaS Founders
Learn how to rank in Perplexity and get cited by Perplexity AI. A step-by-step guide to AI search visibility for SaaS founders.
Here's the Exact Findability Brief 47 Solo Founders Got This Week
Redacted screenshots of actual weekly Findability briefs from our founding cohort: AI citation gaps, drafted fixes, and what changed by the next scan. What AI visibility looks like when it compounds.
Why You Can't Tell Which Marketing Move Actually Worked (And What to Do About It)
The dashboard problem: analytics tell you what happened, not what you did. Why solo SaaS founders need to track which AI-visibility fixes actually move their citations, not another chart.
How to Increase Domain Rating: The Complete 2026 Guide
A stage-by-stage playbook for growing your Ahrefs Domain Rating from 0 to 50+. Real tactics, real timelines, and what actually moves the needle at each DR level.
I Took My SaaS from DR 0 to 45 in 30 Days: Here's Exactly What I Did
A founder's honest breakdown: every backlink acquired, every tactic tried, every hour spent. What moved the needle and what was a complete waste of time.
SaaS Directories 2026: The Full Ranked List (Free + Paid)
Every SaaS directory worth submitting to in 2026, ranked by DR and real backlink value — not follower count. Free and paid options included.
The Solo Founder's Marketing Playbook: 15 Minutes a Day to SaaS Growth
You can build. Marketing feels like a different planet. Here's the framework solo founders actually use to grow SaaS without a marketing team, broken into 15-minute daily blocks.
AI Marketing Tools for SaaS: What Actually Works (2026)
An honest breakdown of what actually works in AI marketing tools for SaaS — and why most founders need AI search visibility, not more content generation.
Ready to run the loop?
A Findability Score that refreshes daily, plus the fix per gap, drafted and shipped through your coding agent. Built for founders, teams, and agencies.