
The Technical GEO Checklist — Schema, llms.txt, and Structured Citations
May 10, 2026
Which 12 technical items, across crawl access, structured signal, and citation hygiene, actually move your AI visibility once schema is shipped?
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SEO & Generative Search Consultant
James Calloway didn't plan on becoming an SEO. He studied mechanical engineering in college, spent two years at a manufacturing firm in Atlanta, and then switched careers when he realized he was spending more time building the company's website than reviewing CAD drawings. That engineering mindset, the systematic thinking, the need to find the root cause of everything, turned out to be a good fit for search.
James has been in SEO and digital marketing for twelve years. He's worked across B2B SaaS, manufacturing, industrial supply, ecommerce, and professional services. He built his reputation at agencies, where he ran organic search programs for everyone from local HVAC companies to enterprise software firms with big ad budgets. A few years back, he started his own consultancy focused on technical SEO and content strategy for mid-market companies.
He's one of those people who can handle a large-scale site migration and then turn around and plan out a six-month content calendar for a niche B2B company. His engineering background helps a lot in industries where the subject matter is technical. Manufacturing processes, industrial equipment, logistics, supply chain. He's spent years building up knowledge in all of those areas.
James has done a lot of writing and research on generative engine optimization, looking at how AI-generated search results are changing where people click and what content gets seen. He's focused on what this means for B2B companies and local businesses as Google, Bing, and others keep putting AI-generated answers at the top of search results. His work on structured data and content organization for GEO has been picked up by several well-known SEO blogs and communities.
Outside of search, James also works on broader digital marketing, including paid search, conversion optimization, and figuring out which marketing channels are actually driving results. His clients include companies in SaaS, insurance, financial technology, and retail, and he helps them build growth plans that aren't dependent on any single channel.
James lives in Nashville with his wife and two kids. He coaches youth soccer on weekends and builds furniture in his garage when he has time. He also has a barbecue obsession that's taken him to every notable smokehouse within a 500-mile radius, and he's not embarrassed about it. He writes about technical SEO, GEO, B2B content marketing, AI in search, and growth strategy.

May 10, 2026
Which 12 technical items, across crawl access, structured signal, and citation hygiene, actually move your AI visibility once schema is shipped?
Read article →
May 10, 2026
Which parts of your existing technical SEO setup already cover GEO, and which new layer is actually worth the rebuild effort?
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May 9, 2026
What does an internal link actually teach an AI model about your brand, and how does that differ from the link equity you've been chasing?
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May 7, 2026
Which AI platform should you fix first when its answers about your brand are wrong, and why is severity the wrong way to choose?
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May 6, 2026
Why does ChatGPT keep mixing your brand up with a similarly-named competitor, and what entity-graph fixes actually stop the confusion?
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April 28, 2026
Do AI crawlers actually read your XML sitemap, and what changes when you publish a sitemap or content feed specifically for AI models?
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April 28, 2026
Is your CMS storing content in a way AI can understand, or are you shipping blobs of HTML that force models to guess at structure?
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April 26, 2026
Does the EU AI Act actually affect how AI platforms describe your brand in Europe, and what compliance moves matter for marketing teams?
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April 24, 2026
When your CMO or CEO asks about AI visibility, which numbers actually hold their attention, and which ones get cut from the slide?
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April 22, 2026
Which AI platforms are actually pulling users away from Google, and which of your audience segments have already left?
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April 20, 2026
Are traditional SERP rankings actually dying, and which types of queries have already shifted to AI-generated answers beyond the point of recovery?
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April 18, 2026
How do you configure robots.txt to keep AI retrieval bots like PerplexityBot active while limiting training crawlers such as GPTBot and CCBot?
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April 18, 2026
Which site speed metrics actually matter for AI crawlers, and why can a 95 PageSpeed score still leave your pages invisible to GPTBot?
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April 16, 2026
What should you do when ChatGPT or Perplexity says something wrong about your brand, and why do legal takedown requests rarely fix the error?
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April 13, 2026
Which free tools actually show whether AI platforms are recommending your brand, and at what point do you need something beyond manual spot-checks?
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April 11, 2026
How do ChatGPT, Perplexity, Gemini, and Copilot actually differ in how they pick brands, and what does that mean for where you focus your GEO effort?
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April 11, 2026
Which GEO beliefs are quietly wasting your time, and what do ChatGPT, Perplexity, and Gemini actually reward once you strip away the SEO assumptions?
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April 8, 2026
How do GPTBot, PerplexityBot, and Google-Extended crawl your site differently from Googlebot, and what happens when you treat them the same way?
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April 5, 2026
How do you use internal linking to build topical clusters that AI models read as expertise, not just the page authority flow Google rewards?
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April 3, 2026
Why do AI platforms describe enterprise brands inconsistently across answers, and how do you govern brand presence across every major AI engine?
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April 1, 2026
In healthcare, finance, and legal, how do you keep AI from sourcing answers about your brand from outdated or non-compliant public content?
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March 30, 2026
Why do AI models consistently trust certain brands over others, and what kind of topic authority earns a permanent seat in AI recommendations?
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March 25, 2026
Does GEO replace SEO or work alongside it, and where does each one apply when your brand competes for both search rankings and AI mentions?
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