Brave Shows Old Business Information. What Should You Check?
Separate your current page, Brave's indexed result and a downstream AI answer, then follow the applicable correction route without hiding useful pages.
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Library · Full Archive
AI Automation
AI Automation
Case Study Archive.
Every case study, system breakdown, and field note, newest first and filterable by topic. No theory, no demos. Only systems that run in production and what it took to get them there.
At a glance
What is in the JQ AI SYSTEMS case study archive?
This is the complete archive: all 819 posts across 65 topics, newest first, filterable by category. It holds the case studies, the model and tool comparisons, and the field notes from systems I built and run. For the curated view, where the writing sits alongside the free Claude Code skills, start at the Library instead.
The archive leans in four directions: AI Search Visibility (139), AI Agent Architecture (73), AI News (48), and AI Business Ideas (46). Those four account for most of what I publish, because they are where most of the client questions land.
Three places to start. The AI search visibility guide is the hub for the largest cluster and links out to every spoke in it. Grok Imagine vs Midjourney is the image model comparison, rebuilt against live leaderboard data rather than left to go stale. OutreachIQ is the longest running system breakdown here, from first prototype through to a public repo.
Does AI Recommend Your Business to the Wrong Customers?
Test suitable and unsuitable buyer scenarios to find where AI answers invent your audience, service area or capabilities, then improve the evidence.
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Google’s Planned Training Control: Prepare the Choices First
Prepare for Google’s planned 2027 shared AI-training preference by documenting current choices, provider exceptions and the later implementation review.
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Is AI Confusing Your Business With Another Company?
Test same-name business collisions, distinguish wrong facts from wrong entities, and strengthen the public evidence that identifies your company.
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A Citation Appears, but the Source Link Fails. What Next?
Separate AI-summary tap failures from broken landing pages using a reproducible incident record, direct URL checks and a defined retest.
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Audit Key Events Before Calling AI Traffic Higher Converting
Check what your GA4 key events count before comparing AI referrals with Google traffic: valid enquiries, duplicate events, denominators and small samples.
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Before Your SEO Agent Rewrites a Page, Check Its Ranking Data
Keep suspect SERP data out of automated SEO decisions with provenance, corroboration, quarantine states and a record of historical corrections.
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Check the Journey From Video Result to Creator Profile
Review creator names, video descriptions, profile context and enquiry destinations so people can understand whose work they found and what to explore next.
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When AI Referral Tags Disappear: An Analytics Incident Playbook
Investigate an apparent ChatGPT traffic drop with landing-page comparisons, controlled link checks and a dated incident note that preserves uncertainty.
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Bing Topic Gaps: When Should You Ignore an Opportunity?
Reject weak Bing AI opportunity queries with a service-fit check, classification review, evidence test and a clear reason to revisit deferred ideas.
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Turn Bing Topics Portfolio Into an Editorial Decision Queue
Turn Bing's Topics Portfolio beta into a small editorial queue with coverage checks, evidence requirements, review owners and practical next actions.
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Why One AI Visibility Dashboard Can Mislead a UK Business
Read the new UK AI visibility benchmark carefully and build a platform-by-market scorecard with stable prompts, explicit denominators, and useful decisions.
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Can AI Find the Right Offer in Portugal? Test Regional Brand Claims
Check Portuguese and English brand claims for location, service area, language, delivery, and enquiry conditions using an explicit regional evidence matrix.
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Which Third-Party Sources Shape Your AI Brand Answer?
Build a claim-to-source map for third-party AI citations, separating observed evidence, independent judgment, outdated facts, and correction priorities.
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Build a Branded AI Overview Answer Discrepancy Log
Track incorrect brand facts in Google AI Overviews with claim-level evidence, repair owners, severity rules, and a dated recheck trail.
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Barry Schwartz on Google's Scraper Crackdown and SEO Data
Barry Schwartz explains why Google scraping defenses are unsettling rank trackers, what the September 2026 spam update did and did not confirm, and how to report SEO results without false precision.
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What Does AI Say About My Business? A 30-Minute Brand Audit
A practical 30-minute audit for checking what ChatGPT Search, Google AI features, and Bing say about your business, which sources they use, and what to fix first.
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AI Visibility Rose. Did Enquiries Improve? Design a 30-Day Service-Page Experiment
Design a 30-day service-page experiment that separates AI visibility, enquiry quality, and uncertain attribution, with a baseline and clear decision rules.
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How to Rewrite Service Pages for Conversational, Multimodal AI Search
If AI Mode queries are longer and more multimodal, service pages need a clearer opening answer, stronger proof, and better internal support without collapsing into generic SEO mush.
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The Beige Tax of AI Web Design: Why Safe Brand Systems Disappear in AI Discovery
AI can accelerate web production, but it can also flatten brands into the visual mean. Here is why bland AI-built sites become weaker in multimodal and AI-mediated discovery.
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Blood in the Water SEO: Find Weak Pages Before Keywords
The Blood in the Water SEO method finds strong domains ranking with weak pages, then validates those openings with live SERP, backlink, and Search Console data.
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SEO Fundamentals: The 80% That Still Drives Results
A practical guide to the SEO fundamentals that compound: crawlability, intent-led keyword research, useful content, earned authority, technical health, and the AI-search layer.
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Google AI Price Calls: A Local SEO Service Worth Testing
Paul James turns Google Search's AI price-checking calls into a proposed $497/month local SEO offer. Here is the actual feature, the grid-scan workflow, and what the pitch cannot promise.
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What Should a Buyer Know Before Asking AI to Compare Providers?
Build a Day Zero evidence map so a buyer can understand capability, limits, proof, and fit before a comparison query begins.
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