Insights for building momentum

Firon’s Source Report puts the same 20 shopping questions to ChatGPT, Claude, Gemini and Perplexity every run and logs every cited source. Review and editorial sites lead on every engine that cites. Latest data: Run 6, 8 October 2026.

AI models judge topical authority at the entity level, not by keyword coverage. This framework covers the entity, coverage, evidence and corroboration layers that decide whether an assistant names your brand.

Answer Engine Optimization is being priced arbitrarily, ranging from $30/month for tools to $15,000+ for managed agency programs. The core issue isn't which tier to buy, but identifying the necessary diagnostic work before picking a scope.

The free AI Perception Report is five slides, run on your brand before we speak. It includes where you rank when AI engines recommend your category and how ChatGPT, Claude, Gemini and Perplexity score your Recognition, Accuracy and Positioning. It also sets the answer they give today beside the one you want, gives one or two structural findings that explain the gap, and lists three named fixes you keep whether or not we work together.

AI crawlers read internal links as a discovery path and a relationship signal. This guide covers raw-HTML crawlability, anchor text, cluster wiring, Shopify product and collection linking, schema, and a six-stage implementation order.

The 5,000-word pillar page was engineered for a ranking algorithm that no longer decides who gets recommended. This analysis explains what survives, what fails, and how to rebuild the pillar as a retrieval asset.

Topic clusters built for Google rankings rarely survive AI retrieval. This guide sets out the node structure, internal wiring and schema layer required for LLMs to read a cluster as one authoritative entity.

Why original research and proprietary statistics outrank generic commentary in AI search, and how to structure data-led content that ChatGPT, Perplexity, and Gemini cite by default.

FAQ sections give AI models pre-packaged, extractable answers, making them the single highest-leverage format for GEO citation. Here is why FAQ structure outperforms standard prose.