Frequently asked questions

$999 for 200 studies. Each study is 200+ prompts across 9 scenario types, run through six models (GPT-5.3 chat, GPT-5.4 mini, Gemini 2.5 Pro, Gemini 2.5 Flash, Grok 4.1 Fast, DeepSeek V3.2) in two modes (model knowledge only and with web sources), ranking against competitors, cross-model consistency analysis, and personalized growth scenarios.

AI100 solves a different task. Continuous monitoring platforms track visibility changes over time; AI100 gives a deep cross-section at a specific moment: where the brand holds its position, where it loses ground, which competitors are ahead, and why. Running the study makes sense before deciding on a next step — whether subscribing to continuous monitoring, working with a GEO agency, or making content and infrastructure changes on your own. AI100 doesn't replace any of these paths but provides the basis to understand what exactly needs to be done.

You can, but that gives a fragile impression. We run a broader corpus of questions through six models from four different providers — not just ChatGPT — so the result is not a single observation but a study that's robust to the quirks of any single model.

AI100 is a diagnostic tool, not a manipulation instrument. We don't offer ways to trick models. But the results show which content types models use for answers — and that lets you build a content strategy that improves visibility naturally.

Any brand with a public presence: B2B, B2C, SaaS, e-commerce, fintech, education, media. The only requirement is that the brand could potentially appear in AI answers. For very new or niche brands the score may be near zero — but that is also valuable diagnostics.

AI100 is applied research, not an academic publication. We use a standardized question corpus, a logarithmic scale, and a confidence interval. The result is repeatable and explainable, but any measurement depends on the date, the specific AI models used, and question wording.

200 full research runs. Viewing existing reports does not consume runs — you can return to them anytime. There is no time limit.

Search optimization and AI answer visibility are different tasks. Models build answers from meaning, not links. If the company is described inconsistently, if the website speaks a different language than the market, and if external sources don't reinforce the brand's key qualities, AI may recommend a clearer competitor even when your site ranks well.