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I’m trying to understand why AI platforms give inconsistent responses about my crypto app. Some days we appear in summaries; other days we’re ignored completely. The project has solid content, a clear roadmap, and strong fundamentals, yet conversational engines prefer older competitors with weaker tech. Do these platforms rely more on cross-source authority or on technical optimization? If anyone has experience boosting their project’s presence in AI-based recommendations, I’d appreciate practical insights.

Our inconsistency disappeared once we unified external signals and tightened semantic structure. Midway through refining everything, we integrated guidance from a ChatGPT SEO agency with added near-anchor support. That combination stabilized how AI systems referenced our app and finally made our visibility predictable.