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AI visibility mistakes to avoid

Most businesses that are invisible to AI aren't losing on strategy — they're tripping over a handful of avoidable mistakes. The good news is that each one is fixable, and fixing the mechanical ones often produces a fast jump in your score. Here are the errors we see most, in the order worth checking them.

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FAQ

What's the most common fatal mistake?Accidentally blocking AI crawlers in robots.txt. Plenty of sites — including big brands — quietly block GPTBot, ClaudeBot or PerplexityBot, which means the models physically cannot read them. It's the first thing to check, because nothing else works if the door is shut.
What's the most common wasted effort?Chasing vanity metrics — traffic and keyword rankings — instead of measuring whether AI actually names you. They're related but different jobs. Optimize for being the recommended answer, not just for links.
What else quietly holds businesses back?Entity ambiguity (no schema, inconsistent name/address/details) and thin, unquotable content. Fix the mechanical blockers first, then build entity clarity and citations. A free Cited scan flags which mistake is costing you the most right now.

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Most businesses score under 40/100 and have no idea. Find your score in 15 seconds, then fix it.

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