SOLEDAD measures how often AI names your brand when buyers ask about your category — across ChatGPT, Gemini, AI Overviews, Perplexity and Copilot — then engineers the content that gets you cited.
SOLEDAD runs one continuous loop on your brand — quietly, every week — turning the chaos of AI answers into a number you can move.
Monitors every major AI engine, every week.
Scores the gap into a Visibility Index and a ranked priority queue.
Produces the content that closes the gap, in order.
In a monitored test, an Indonesian bank entered at a Visibility Index of 39.1 — third in share of voice at 5.7%, behind the leader's 15.8% — and was absent from half the engines its buyers use. A top-3 e-wallet was invisible across roughly 67,000 monthly searches in its highest-margin category. Neither was watching.
The Dual Legibility Tension is the conflict at the heart of AI-era content: it must be structured and citable for a machine and genuinely compelling for a human at the same time. Satisfy only one and you are invisible to the other.
Measurement on its own just confirms you're losing. SOLEDAD closes the loop: it finds exactly where you're missing from the answer, engineers the content that earns your way in, then measures what that move actually did to your score — and feeds the result back into what to write next.
Because every cycle is scored, the engine learns which moves genuinely shifted your Visibility Index — and aims the next piece more precisely. The loop doesn't just repeat, it compounds: each round closes the gap faster than the last. That's the edge a competitor can't copy — they're guessing at content; you're measuring, learning, and pulling away.
Start with a free AI-visibility report — a few of your own prompts, plus the category prompts you should be watching. Delivered within 24 hours.