Unverified50% confidenceFactExact time
SparkToro found that the probability of AI tools giving the same brand list is less than one percent.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedSparkToro and Gumshoe.ai had 600 volunteers run 12 prompts across ChatGPT, Claude, and Google AI nearly 3,000 times, and the results showed that the probability of getting the same brand list twice was less than 1/100, and the probability of getting the same ranking was close to 1/1000.67% similarUnverifiedAfter a brand crosses the zero-mentions stage, the core GEO metric migrates from recall (whether AI knows the brand exists) to ranking weight (where it ranks in AI recommendation lists and how it is described).65% similarUnverifiedIndependent validation studies on the correlation between AI predictions and real A/B test results remain quite limited in the industry, with most accuracy figures published by vendors coming from their own backtesting.61% similarUnverifiedMost AI programming assistants currently only provide aggregated percentages and lack per-request consumption records.60% similarUnverified在某些测试条件下，主流AI编程工具推荐不存在包名的概率可达5%~20%60% similar
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