Field notes from the frontier.
Original research and tactical breakdowns on GEO, AI visibility, and the engines that decide which brand gets mentioned.
- Total posts
- 22
- Unique categories
- 12
The rest. Chronological.
Each post stands alone. Start anywhere — the next one deepens the argument.
Prompt Optimization for Brands in 2026
Prominara explains prompt optimization for brands in 2026 as a design, test, and refinement process to drive AI answer engines to cite and elevate brand.
G2 Reviews as GEO Signals for AI Recommendations (2026)
Prominara explains how G2 reviews act as GEO signals that shape AI answers and why review volume, recency, and category accuracy increase citation likelihood.
Does Product Hunt Feature Boost GEO Citations in 2026?
Explore how Product Hunt features influence Generative Engine Optimization (GEO) for AI prompts, plus practical steps and Prominara guidance for 2026.
GEO Guide: Optimize Landing Pages for LLM Recommendations in 2026
Prominara GEO guide: optimize landing pages for LLM recommendations with JSON-LD, concise answer blocks, clear entity labels, authoritative citations and
Best Affordable GEO Tools for Solo Marketers in 2026
Prominara breaks down affordable GEO tools for solo marketers, focusing on AI citation visibility and how to boost AI answer engine reach in 2026.
Reddit Citation Battlefield: How to Win Mentions
How SEO agencies productize GEO for Reddit mentions — pricing, playbooks, and measurable outcomes for AI-driven visibility.
GEO Guide: Content Format Effects on AI Citations
Do lists, tables, definitions and FAQs change how often AI engines cite a page? What the research shows about format, and what matters more than format.
Does Perplexity Pro Always Cite Sources? How It Picks Them
Yes — Perplexity cites sources on both free and Pro tiers. The 7 ranking signals that decide which sources it picks, and how to track your brand.
ChatGPT Brand Mention Tracker: Check Your Mentions
Yes — you can check ChatGPT brand mentions free in 60 seconds. Compare manual prompts vs. automated trackers, see real prompt examples, and run a free scan.
Your Content Is Invisible to AI — Why & Fixes
Why content goes unseen by AI search and how GEO optimization and citation strategies restore visibility.
5 Best GEO Tools in 2026 (We Tested All of Them)
We tested every major GEO platform head-to-head: how Prominara, Otterly.AI, Peec AI, Profound and Goodie AI compare on scoring, validation and price.
10 Best AI Visibility Tools in 2026 (Tested & Compared)
We tested the 10 leading AI visibility tools. Pricing, platform coverage, and which one wins for agencies versus in-house teams.
How to Measure GEO ROI: Metrics, Formulas, and Benchmarks
Measuring GEO ROI needs more than traffic and rankings. The 3-level measurement model, the ROI formulas and benchmarks for AI visibility.
What is AEO? Complete Guide to Answer Engine Optimization
Answer engine optimization (AEO) is the practice of optimizing content for AI answer engines. Learn how AEO works, how it differs from SEO and GEO.
How to Get Your Brand Mentioned by AI Search Engines [2026]
7 ways to get mentioned by AI search engines, and what the evidence says about each: authority content, entity clarity, structured data, llms.txt and more.
GEO Case Studies: What Credible Results Look Like [2026]
How to read a GEO case study: what a credible before/after needs, which changes research shows move AI citations, and how to measure your own results.
robots.txt for AI Crawlers: Config Guide for 8 Bots [2026]
robots.txt controls GPTBot, ClaudeBot, PerplexityBot and 5 more AI crawlers. Copy-paste configs, selective access rules and mistakes to avoid.
Does ChatGPT Recommend Brands? How It Works
Does ChatGPT recommend brands in its responses? How ChatGPT recommendations work, the difference web search makes, and what influences which brands get named.
AI Search Statistics 2026: What the Research Actually Shows
Sourced 2026 AI search statistics: which pages AI engines cite, where quoted passages sit, and what schema, FAQ blocks and freshness do, with study limits.
Is GEO Real or Just Marketing Hype? What the Data Shows
Is GEO real or hype? Controlled research shows some content changes raise how often AI answers quote a page, while other popular tactics have no evidence.
llms.txt Guide: How to Set Up Your File in 5 Steps [2026]
llms.txt tells AI crawlers what your brand does and which pages matter most. Get the complete template, real examples, and best practices to implement it today.
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