A Technical Guide to AI Legibility Audits for SaaS Sites
Learn how to run an AI legibility audit on your SaaS site. Fix SPA rendering, gated docs and structured data so AI crawlers can read your product and
Oct 16, 2026
Read →The roost
Field notes from the night shift
What we learn watching AI answer questions about businesses like yours — who gets named, who gets cited, and what actually moves the needle when the answer isn’t you.
The Rise of AI Shopping Assistants: What E-commerce Brands Need to Know Before Being Left Off the Shortlist
AI shopping assistants are changing how UK shoppers discover products. Learn how they build shortlists, what exclusion costs, and how AI visibility an
Oct 13, 2026
Read →ChatGPT vs Perplexity vs Gemini: How Each AI Engine Sources Its Answers
Compare how ChatGPT, Perplexity and Gemini source answers, then learn how SaaS and DTC marketers can prioritize AI search and track visibility.
Oct 12, 2026
Read →The AI Legibility Checklist Every E-commerce Site Needs (And Why Most Fail It)
Discover why AI shopping assistants skip most e-commerce sites. This AI legibility checklist walks UK online retailers through 16 technical checks to
Oct 7, 2026
Read →How ChatGPT Actually Decides Which Brands to Recommend (And What Solo Founders Can Do About It)
Understand how ChatGPT citations work, where recommendations get their information, and what solo founders can influence to improve AI visibility.
Oct 2, 2026
Read →AI SEO vs Traditional SEO: What Small Businesses Should Know Before 2026
Confused about AI SEO vs traditional SEO? I break down the data on how ChatGPT, Gemini and Perplexity recommend businesses differently from Google, pl
Oct 2, 2026
Read →Why SaaS Brands Are Losing Deals to AI Recommendations (And How AI SEO Fixes It)
Buyers now ask ChatGPT before reading G2 reviews. I break down why SaaS brands are invisible in AI recommendations and the AI visibility steps that wi
Sep 29, 2026
Read →What Is AI Visibility and Why It Matters for Your Brand (A Solo Founder's Guide)
Learn what AI visibility actually means, why ChatGPT and other AI engines are becoming a real discovery channel, and how to track your brand mentions
Sep 26, 2026
Read →How to Structure Product Pages for AI Citations: A Technical Guide for E-Commerce Brands
Improve AI citations for e-commerce product pages with practical guidance on schema, crawlable product facts, variants, pricing, and testing.
Sep 18, 2026
Read →Why AI Recommends Some SaaS Products and Not Others: A Data-Backed Breakdown
Discover how generative engine optimization helps SaaS brands earn AI recommendations, compete with rivals, and appear in product comparison answer.
Sep 17, 2026
Read →Building a Content Strategy Optimized for AI Citations: A Founder's Guide to Generative Engine Optimization
Learn how to build a content strategy for AI citations without a marketing team. Practical guidance on formats, prioritization, and measuring AI SEO r
Sep 8, 2026
Read →How to Get Cited by ChatGPT, Claude, and Perplexity: A Tactical Guide to Generative Engine Optimization
Learn how UK SaaS and DTC brands can get cited by ChatGPT with generative engine optimisation, technical SEO and trusted content.
Sep 4, 2026
Read →AI Shopping Assistants Are Reshaping Product Discovery: How to Avoid the Shrinking Shortlist
AI shopping assistants like ChatGPT and Gemini now curate product shortlists before shoppers see a search results page. Here's how UK e-commerce brand
Sep 1, 2026
Read →How ChatGPT Decides Which Brands to Recommend: A Technical Breakdown for Product Marketers
Learn how ChatGPT citations work, which sources influence AI recommendations, and how brands can improve visibility, trust, and share of voice.
Aug 31, 2026
Read →AI SEO vs Traditional SEO: A Comparison Framework Marketing Teams Can Take to Leadership
AI SEO and traditional SEO aren't the same game. Here's the side-by-side comparison marketing teams need to report share-of-voice and AI visibility da
Aug 28, 2026
Read →What Is AI Visibility and Why It Matters for Your Brand (A Solo Founder's Guide)
Learn what AI visibility means, why ChatGPT and Perplexity are becoming a new search channel, and how solo founders can automate brand monitoring with
Aug 27, 2026
Read →Generative Engine Optimization: The New Growth Channel SaaS Teams Can't Afford to Ignore
GEO is behaving like SEO did in 2004 — early, underpriced, and easy to dominate. Here's how SaaS and DTC brands should budget, build, and measure it.
Aug 11, 2026
Read →How E-commerce Brands Can Improve Their AI Citation Rate
Measure and improve AI citation rate with practical e-commerce tactics for product pages, comparison content, testing and generative engine optimizati
Aug 7, 2026
Read →How AI Answer Engines Are Reshaping SaaS Buyer Journeys (And Where You're Getting Skipped)
A data-driven look at how ChatGPT, Perplexity, and Gemini are inserting themselves into SaaS research funnels—and what UK SaaS and DTC brands need to
Aug 5, 2026
Read →How Agencies Can Build Content Strategies for AI Citations: A Generative Engine Optimization Framework
A repeatable generative engine optimization framework for agencies: map customer questions, structure answers for AI extraction, and prove citation im
Jul 24, 2026
Read →AI Shopping Assistants: What E-commerce Brands Must Know to Avoid Invisible Exclusion
AI shopping assistants now shape product shortlists. Learn how UK brands can audit visibility, fix product data, and earn inclusion in AI recommendati
Jul 20, 2026
Read →AI SEO vs Traditional SEO: Why Ranking #1 on Google Won't Get You Cited by ChatGPT
AI SEO and traditional SEO now diverge for SaaS brands. Learn how AI search ranking actually works, why Google rank #1 doesn't guarantee ChatGPT citat
Jul 17, 2026
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