"Every website must now speak fluent AI. It's time to get yours graded!" - Futurist Jim Carroll
Yesterday I showed you what I built to get my site ready for the era of Ai. Today I show you the grade.
I commissioned a full technical audit of jimcarroll.com — every file, every schema tag, every standard, checked live against what AI engines actually look for in mid-2026. No self-congratulation. Just a cold, line-by-line assessment.
The result: A−.
You can read the full report here. Fair warning - it's pretty technical. That's the nature of the topic.
Here's the technical breakdown. You probably don't know what this means - but you should.
- On-site technical AI-readiness: A. llms.txt, machine-readable file endpoints, structured data, AI crawler permissions, agent tools — all live, all correct.
- Entity & authority signals: A−. Wikipedia. Wikidata. A verified Knowledge Panel. This is rare in the speaking industry. Most of my competitors have none of it.
- Content freshness: A. A new post goes out every single workday (my Daily Inspiration). AI engines reward recency and currency and uniqueness hard — content older than 90 days starts to fade from relevance.Most websites are static. Mine isn't.
- Off-site citation footprint: C.
That last one is the big headline.
I built the best version of my site I possibly could. I made it fluent in the language machines speak. And when the audit checked the actual queries (i.e "top futurist keynote speakers 2026") \ I'm still not consistently showing up in the third-party lists that AI engines actually cite.
Why? Well, my AI readiness is new - but here's the uncomfortable truth: being technically perfect doesn't make you visible. AI doesn't just read your site. It cross-references you against everyone else's site - speaker bureau pages, "best of" listicles, press mentions, trade publications. If those don't mention your name, your own perfect plumbing only gets you so far.
And so now I'm working hard on that. Yesterday, I built into my long version AI file all the details on the many speaker bureaus that represent me worldwide. That will be a powerful addition.
So is on-site optimization a waste of time? No. It's a starting point. Without it, none of the off-site work matters because the AI can't verify what it finds about you. But the foundation alone won't get you cited. You need other credible sources repeating your name.
This is exactly why I told you on day one to talk to your tech team. And it's exactly why I'm telling you today: the work doesn't stop at your website. It extends to every bureau page, every listicle, every mention of your name across the web that AI can find and trust.
I'll keep tracking this, and I'll keep sharing what I learn.
The machines are reading.
Make sure they're reading the right things, in the right places, about you.
Onwards.
Futurist Jim Carroll has been deeply fluent with tech for 45 years. It shows in the highly technical projects he often takes on.