How AI-Ready Are San Diego's Small Businesses? What Machines Found on 16 Local Websites
When someone in San Diego asks ChatGPT or Google's AI for a recommendation, the machines can only recommend what they can read. We read 16 San Diego small-business websites exactly the way machines do - solar installer - and recorded the findings. Every fact below is re-checkable in a browser.
What these numbers mean if you run a business in San Diego
Two stories live in this data. First: some of your neighbors are accidentally invisible to AI assistants - their own settings files turn ChatGPT away at the door, almost always a plugin default nobody read.
Second, the quiet race: 3 of your San Diego neighbors (19% of this sample) already guide AI systems with an llms.txt file - a convention that barely existed two years ago. The businesses that become machine-readable first are the ones AI assistants can quote first. That window is still open in San Diego, but it is closing at street level, not boardroom level.
Check your own San Diego business in 90 seconds
* Open yourdomain.com/robots.txt - look for lines blocking GPTBot, ClaudeBot or PerplexityBot. That file is your front door policy, and some plugins write it without asking you.
* Run Through Machine Eyes - free, no email wall. It reads your title, headline, schema, Q&A count and AI-crawler access exactly the way the machines do.
* Compare yourself to the numbers above. If you are ahead of your neighbors, you will see it. If you are behind, you will see exactly where.
Where this data comes from
These figures are the San Diego slice of our published Accidental AI Lockout study (335 sites, 15 US cities, August 2026). The full methodology and the complete raw dataset - including every San Diego record with its evidence - are public: download the JSON. We are a founder-led SEO/AEO/GEO team working with businesses across 12+ countries; honest field data is how we introduce ourselves.
All city data pages: see the research hub. Related: The Honest Local SEO Checklist for 2026 · How to Get ChatGPT to Recommend Your Business.