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Methods, field notes and lessons in AI SEO
Everything we learn building ForgR and helping our early customers dominate Google and AI engines.
10 Signals That Prove Your Brand Exists to AI Models
These ten signals reveal whether AI systems recognize your brand as a real, citable entity rather than just another anonymous website online.
The BBC is the British press in Google AI Overviews
In UK news AI Overviews, the BBC alone takes 4.4% of citations, more than the Guardian, the Sun and the Mirror combined, while certified press gets 5.9%.
High-volume news queries get fewer Google AI Overviews
On 2,998 queries per country, Google's AI answer rate falls from 54.8% under 100 monthly searches to 12.8% above 10,000 in France, 11.6% in the UK.
Study: Google's AI cites social media before the press
2,998 distinct queries per country over 7 days: Google shows an AI answer on 57.9% of UK queries and 50.9% of French ones. UK press gets 5.9% of citations.
Build Topical Authority AI Engines Trust to Cite
Turn your blog into the source journalists and AI tools cite by publishing original data, clear definitions and consistent expert commentary.
Not Cited by ChatGPT? Diagnose It and Fix It in 2026
Run the exact diagnostic that reveals why ChatGPT ignores your brand, then apply a concrete 2026 action plan to start earning citations in AI answers.
Build a Blog Network in 2026 Without SEO Risk
A private blog network in 2026 needs isolated hosting, varied content and natural links to avoid penalties, and this method shows the exact setup.
ForgR Isn't a Multi-Site WordPress Dashboard
ForgR generates SEO content and builds internal links, while tools like WP Umbrella handle updates, backups and uptime for your WordPress sites.
20 Questions Prospects Ask AI Before Buying, Answered
See the 20 questions AI assistants ask on your prospects' behalf before purchase, and learn how to answer each one directly in your product content.
AI Visibility Metrics: Track Where Your Brand Gets Cited
Track brand mentions, citations and share of voice across ChatGPT, Perplexity and Gemini using indicators you can monitor without expensive tools.
7 Mistakes Keeping Your Brand Out of AI Answers
These overlooked technical and content gaps stop AI engines from citing your business, and each one is fixable with a quick structural audit.
Publish Original Data, Become the Source Everyone Cites
Run one original study with real data and your blog becomes the source that AI models and journalists cite instead of another simple rewrite.
ChatGPT as CMO: The Marketing Calls It Would Make
ChatGPT as a marketing director would cut vanity metrics, automate content briefs and prioritize search visibility over brand slogans this quarter.
Wikipedia barely registers: what Google AI Overviews cite
We analyzed 1,000 French buying queries: 68.4% of Google AI Overview citations point to company sites. Wikipedia? One single citation out of 4,466.
Proprietary Data: Your Unfair Advantage in AI Search
Proprietary data turns your content into the unique source AI engines cite, since competitors cannot replicate facts they never collected themselves.
Why Brand Signals Now Outrank Classic SEO Tactics
Brand searches and mentions now shape rankings more than backlinks, so this guide shows how to build brand signals that lift your SEO in 2026.
AI Overviews: France Flipped From 0% to 92% in 60 Days
France went from 0% to 92% AI Overviews in 60 days. Fresh data on 2,000 queries, who Google cites, and why 50.6% of cited domains are not in the top 10.
Query Fan-Out: Structure Content for AI's Sub-Queries
Query fan-out splits one search into multiple sub-queries, so organizing content by sub-topic increases your odds of being cited by AI search.
Get Cited by Claude in 2026: The AI Citation Playbook
Claude favors structured, sourced, up-to-date pages: learn the exact formatting and content signals that earn citations in its 2026 answers.
The Most Used AI Assistants in 2026, Ranked
AI assistant usage keeps shifting in 2026, and this ranking shows exactly which platforms actually shape where your content gets found and cited.
Brand Mentions in AI Answers: Why Some Win and Others Don't
Some brands appear in every AI answer while similar competitors stay invisible, and the gap comes down to specific content signals AI models trust.
Schema Markup 2026: The Tags That Get You Cited by AI
Structured data now decides whether AI engines quote your site or ignore it completely, and these specific schema tags make that difference in 2026.
ChatGPT Visibility: Get Your Brand Cited, Not Ignored
Learn how B2B companies earn direct citations in ChatGPT answers by structuring content, data and mentions that AI models trust enough to quote verbatim.
AI Overviews France: Search Console Control for SMBs
Google turns on AI Overviews and AI Mode in France, and Search Console now lets SMBs track their visibility inside these generative search results.