Honest reviews & analysis
All 26 AEO and GEO agencies from Peec AI's Agency Directory plus 4 independent picks (Lily Ray's Algorythmic, iPullRank, Amsive, Stella Rising), organized by status, expertise, industry focus, and language coverage.
How AI visibility tools collect data: API-based collection vs real UI execution, why the same prompt returns different answers, what transparent methodology means in practice, seven questions to ask any vendor, and how to verify their data yourself in one afternoon.
Step-by-step guide to tracking brand visibility in AI search with Peec AI: prompt panels, baselines, per-channel tracking for ChatGPT, Perplexity, AI Overviews, AI Mode, and Gemini, share of voice, citations, sentiment, fanout coverage, and revenue attribution.
Enterprise AI search analytics tools compared on API access, Looker and BI integration, white-label reporting, seat models, and dedicated account management. Peec AI, AirOps, Scrunch, Conductor, and AEO Vision, built from 1,172 real ChatGPT and Perplexity fanout queries.
The 24 top AEO/GEO experts in 2026, ranked by original research output: Metehan Yesilyurt, Malte Landwehr, Tomek Rudzki, David Konitzny, Lily Ray, Kevin Indig, and more, with LinkedIn and X profiles for each.
Fact-checked LLM knowledge cutoff dates for GPT-5.5, Claude Fable 5, Gemini 3.1 Pro, Gemini 3.5 Flash, Qwen, Kimi, and MiniMax. Every model variant with official sources, release dates, and cutoff gaps.
10 AEO insights companies compared by data quality: mentions vs citations, URL-level sources, crawl analytics, gap analysis, earned vs owned media, and who actually shows the evidence behind the score.
10 AEO tools compared for near instant insights: setup speed, alert latency, daily refresh cadence, and honest limits on real-time AI answer monitoring across ChatGPT, Perplexity, and Gemini.
Practical strategies to improve brand visibility in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Covers mentions vs citations, content structure, earned media, crawlers, and how to measure progress.
The 10 best tools to track brand mentions and citations in Perplexity AI for 2026. Compare mention rate vs citation rate, sentiment, and which trackers fit agencies vs in-house teams.
The 11 best Google AI Mode rank trackers for 2026, honestly reviewed. See which tools track real AI Mode (not just AI Overviews), which gate it behind add-ons, and how to get cited.
An honest, hands-on review of the 11 best AI visibility tools for marketing agencies in 2026, with the right pick for each agency job and what the research says about getting cited.
21 of the best AEO and GEO tools for 2026, tested and ranked. Track and improve how ChatGPT, Perplexity, Gemini, and Google AI Overviews cite your brand, backed by peer-reviewed research.
A hands-on guide to the 21 best AI visibility tools for tracking your brand across ChatGPT, Perplexity, Gemini, and Google AI Overviews in 2026.
I review the tools that offer historical trend analysis for tracking how your brand's AI visibility changes over time.
I explore how forum co-mentions on Reddit, Quora, and other platforms directly influence your brand's AI visibility.
I break down the most common mistakes brands make that kill their visibility across ChatGPT, Perplexity, Gemini, and other AI platforms.
The 22 SEO tools in my real stack for 2026, free and paid. Rank tracking, technical audits, content research, local SEO, and AI visibility.
My take on connecting AI visibility tracking with Google Analytics 4 to see how LLM mentions translate into real traffic and conversions.
My step-by-step guide for e-commerce brands to audit their AI visibility across ChatGPT, Perplexity, and Gemini.
I share my framework for building strategic brand visibility across ChatGPT, Perplexity, Gemini, Claude, and Google AI Mode.
I explain exactly where to place schema markup on your website for maximum SEO and AI discovery impact.
I break down the specific metrics that actually matter for measuring success in AI search engines like ChatGPT, Perplexity, and Gemini.
I explain prompt engineering for marketing teams, covering practical techniques that improve AI output quality for content, SEO, and brand work.
I break down few-shot prompting and show how marketers and SEO teams can use it to get better, more consistent AI outputs.
I review the best tools and approaches for monitoring your brand mentions specifically on Perplexity AI.
I share my practical framework for tracking how your brand appears across ChatGPT, Perplexity, Gemini, Claude, and other AI platforms.
I share my practical framework for deciding how many internal links to include in a blog post for both SEO and AI discovery.
I share my approach to building AI visibility reports that agencies can deliver to clients with clarity and impact.
I review brand visibility ranking tools for marketing agencies and share how to measure and improve AI presence for clients.
I explain the best methods for benchmarking AI share of voice to measure your competitive visibility across AI search platforms.
I review AI search optimization platforms built for global marketing teams that need visibility across markets, languages, and AI models.
I analyze how different AI platforms cite sources and what marketers need to understand about citation patterns in 2026.