GuideGoogle has retired more rich results in the last three years than it has launched, FAQ included as of May 2026. Most schema advice online predates that. This guide lists what is gone, what still earns something, and the small set of markup worth maintaining on a normal business site, checked against Google's own documentation on 22 October 2026.
GuideEvery AI provider now runs at least two bots, and they do different jobs. One feeds training. One feeds the answers your buyers read. Block the wrong one and you disappear from ChatGPT search or Claude without noticing. Here is each bot, what it does, and a robots.txt that says what you mean.
Guide / Answer Engine Visibility·2026-10-13·9 min read·Jamal Oughia GuideInternal links are the cheapest ranking lever most sites never pull on purpose. This guide turns them from a chore into a system: three link roles, a hub-and-spoke map you can draw in an afternoon, anchor rules, a four-check audit, and a routine that keeps it alive after launch.
Guide / Content & Information Architecture·2026-10-13·8 min read·Jamal Oughia GuideThree metrics, three thresholds, and a long list of things people fix that never move them. This guide gives you the order that works: which number to read, which template to start with, the usual cause behind each failing metric, and what to stop spending time on.
GuideThere is no Search Console for ChatGPT, Perplexity or AI Overviews. A prompt panel is the closest thing to one: a fixed set of buyer questions, asked the same way every month, with every cited source written down. Here is how we build and run ours.
Guide / Answer engine visibility·2026-09-30·11 min read·Jamal Oughia GuideMost SaaS companies treat organic as a blog with a signup button. The ones that grow from it build a page system around what buyers are trying to do, measure signups rather than sessions, and let the product itself earn links. A practical guide to doing that.
InsightA short note from live work. The most expensive technical SEO fault we keep meeting is not decay. It is a single tag that rides along with a normal deployment, and nobody looks for it because nothing looks broken.
GuideA prioritised, testable checklist for auditing crawlability, indexation, rendering, architecture, performance and structured data, with what to fix first, how to prove each fix, and how often to repeat it.
GuideA practical guide to becoming a source that Google’s AI Overviews, ChatGPT, Perplexity, Copilot and Gemini can retrieve, verify and cite, covering crawler access, answer-first structure, verifiable facts, entity clarity, authority and measurement.
Guide / Answer engine visibility·2026-09-25·14 min read·Jamal Oughia GuideThe complete checklist for a replatform, redesign, URL restructure or domain change, baseline, redirect map, staging parity, launch day and the first eight weeks, so that the demand you have earned survives the move.
FrameworkA four-tier measurement framework that turns organic search from a rankings report into a number a CFO will accept, baseline, attribution, incrementality, the ROI formula with a worked example, and what to report to whom.
GuideFifteen questions that separate an organic-growth partner from a rankings vendor, what a good answer sounds like, the red flags, the pricing models compared, and how Lucidens answers each question itself.
Guide / Working with an agency·2026-09-25·12 min read·Jamal Oughia EssayOrganic growth is not a content problem or a ranking problem. It is an architectural problem: the relationship between business model, structure, intent, content, technology, authority and measurement.
Research / Organic growth·2026-09-18·6 min read·Jamal Oughia FrameworkKeyword rankings are an input, not a result. A measurement frame that runs from rankings through impressions, clicks and non-branded visibility to qualified traffic, conversions, assisted conversions and revenue.
FrameworkAn initial framework for being the source that AI-generated answers cite: entity recognition, source selection, topical authority, structured information, clarity, citations and consistency, and how to measure it honestly.
Research / Answer engines·2026-09-18·5 min read·Jamal Oughia GuideHow rendering, crawlability, indexation, URL architecture, redirects, duplication, internal linking, performance, structured data, CMS limits and migrations create long-term organic constraints, and what they cost commercially.