RankBits Blog

ChatGPT

Generative engine optimization (GEO), AI-search strategy, and field notes on how brands get cited across ChatGPT, Grok, Claude, Gemini, Perplexity, and AI Overviews.

Bar chart cover: share of answers naming the brand, lighter vs flagship model. ChatGPT 9.8% vs 7.2%, Gemini 16.1% vs 12.7%, Claude 13.5% vs 16.0%
AI SearchBrand Visibility

Do Paid AI Models Recommend Different Brands? ChatGPT, Gemini and Claude Compared (2026 Data)

We asked the lighter and flagship models of ChatGPT, Gemini and Claude the same questions, about 310 per engine. They agree 91–96% of the time on whether your brand is named. But they read very different sources and pick a different brand first about 40% of the time.

·5 min
Bar chart cover: share of answers naming the brand on the same 895 questions. Google AI Mode 26.1%, AI Overviews 25.8%, Perplexity 22.9%, Gemini 21.6%, Claude 20.8%, ChatGPT 13.4%
AI SearchChatGPT

Which AI Engine Is Hardest to Get Recommended By? 6 Engines, the Same 895 Questions (2026 Data)

We asked six AI engines the same 895 buyer questions. ChatGPT named the brand in 13.4% of answers, while the other five named it in 21–26%. Only 5.7% of questions got the brand named on all six. One factor lifted visibility on every engine, and each engine reads different sources.

·11 min
How to get your brand recommended by ChatGPT: a chat answer card ranking 'Your brand' first above two competitors, with the subtitle 'A 2026 guide, with data from 2,309 ChatGPT answers'
AI CitationsAI Search

How to Get Your Brand Recommended by ChatGPT (2026 Guide, With Data From 2,309 Answers)

We analysed 2,309 ChatGPT answers about 229 brands. Brands ranking in Google's top 3 for a prompt were named 47% of the time, against 12% when they didn't rank. When ChatGPT's search pulled in the brand's own site, it named the brand 77% of the time. Here's what that means, and a nine-step playbook built on it.

·17 min
Tracking brand mentions in ChatGPT with the OpenAI API - code and dashboard illustration
AI SearchAI Visibility

How to Track Brand Mentions in ChatGPT with the OpenAI API

Learn how to track brand mentions in ChatGPT using the OpenAI Responses API with web search. Full Python code, real output, and a comparison of DIY vs. dedicated AI visibility tools like RankBits.

·14 min
Prompt Research: How to Find What Your Customers Actually Ask AI (2026 Guide)
AI SearchAI Visibility

Prompt Research: How to Find What Your Customers Actually Ask AI (2026 Guide)

2.5 billion prompts hit ChatGPT every day — and no keyword tool can see them. Here are 12 proven ways to find the exact questions your customers ask AI: customer surveys, GSC regex filters, Reddit mining, query fan-out tools, prompt databases, and how to turn 200 candidates into a tracking set that matters.

·19 min
Minimalist editorial illustration of ChatGPT rank tracking tools comparison - radar screen with brand logos and citation brackets
AI SearchAI Visibility Tools

Best ChatGPT Rank Tracker Tools in 2026: 10 Tested & Compared

We tested and compared 10 ChatGPT rank tracking tools in 2026 — real pricing, real engine coverage, real limitations. Includes RankBits, Otterly, Peec AI, Profound, Xofu, SE Ranking, ZipTie, Semrush, Ahrefs, and Frase. Plus: public scan reports you can click through yourself.

·23 min ·196 views
Minimalist line-art illustration of a chat bubble dissolving into citation links, representing ChatGPT's citation behavior
AI CitationsAI Search

What Does ChatGPT Actually Cite? We Ran 20 Real Searches to Find Out

We gave ChatGPT's web search tool 20 real buying-intent prompts and logged every one of the 119 citations it produced. The result: 71.4% went to the brand's own website — not to reviewers, not to Reddit, not to YouTube. Here's the full breakdown, plus what changed on May 7, 2026 that nearly doubled ChatGPT's referral traffic overnight.

·16 min
Minimalist illustration of a webpage with a highlighted answer block being cited by three AI engine nodes via glowing citation lines
AI CitationsAI Search

How to Optimize a Page to Get Cited by AI: 9 On-Page Patterns That Work (2026)

A page-level playbook for getting cited by ChatGPT, Perplexity, Gemini, and Google AI Overviews. Nine on-page patterns — backed by the Princeton GEO study, SE Ranking's citation analysis, and a 54-study meta-analysis — that turn an ordinary page into one AI engines quote. With a copy-paste citation test and a meta walkthrough of how this very page is optimized.

·18 min
Otterly vs Peec cover image showing two minimalist analytics panels in a split comparison layout
AI SearchBrand Visibility

Otterly vs Peec: Which AI Visibility Tool Should You Choose?

Otterly and Peec are two popular AI visibility tools, but they fit different buyers. Here’s a fair, researched comparison of pricing, engine coverage, analytics depth, reviews, and who should actually choose each one.

·13 min
Best AI visibility tools for solofounders and small teams cover image showing a clean comparison dashboard with one highlighted tool card
AI SearchBrand Visibility

Best AI Visibility Tools for Solofounders and Small Teams

The best AI visibility tool for solofounders and small teams is RankBits. Here’s a researched comparison of RankBits, Otterly, Peec, ZipTie, Semrush, Ahrefs Brand Radar, and Profound — with pricing, strengths, and trade-offs.

·15 min
Does your brand show up in ChatGPT? Magnifying glass over a brand with AI engine icons
AI CitationsAI Search

Does My Brand Show Up in ChatGPT? How to Check in 5 Minutes

90% of brands have zero AI search mentions. Here's a free, 5-minute manual method to check if your brand shows up in ChatGPT, Perplexity, Gemini, and Claude — with a simple spreadsheet template and color-coded audit system.

·9 min
GEO Checklist - 12 Steps to Get Your Brand Cited by AI Engines - checklist icon with AI engine logos
AI CitationsAI Search

GEO Checklist: 12 Steps to Get Your Brand Cited by AI Engines in 2026

A practical 12-step checklist for Generative Engine Optimization (GEO) in 2026. Learn how to get your brand cited by ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews — from robots.txt and schema markup to content structure, entity authority, and multi-platform tracking.

·15 min