AI-generated visibility summary
AI visibility summary for IdeaProof
IdeaProof holds a moderate AI visibility position with an overall score of 47.9, leading competitors ValidatorAI (35.5) and Preuve (33.0). Its strongest engine is Google AI Overview, where it achieves a 60.0 score with a 60% mention rate and 60% citation rate. Google Search and Perplexity also perform well, with scores of 59.7 and 58.5 respectively. The weakest engine is ChatGPT, scoring only 10.0 with a 10% mention rate and 10% citation rate, indicating near-total invisibility in that channel. Bing Search also underperforms at 39.0. Competitor pressure is most acute from ValidatorAI, which matches or exceeds IdeaProof’s mentions on high-volume prompts like "best AI startup validator for market analysis and business plan" (5 mentions vs. 4) and "AI tool to validate my startup idea and get market size" (4 mentions vs. 3). Citation gaps are evident: while IdeaProof’s overall citation rate is 56%, its own domain accounts for only 61 of 1,488 total citations across all cited domains, with Reddit dominating at 135 citations. A practical implication is that IdeaProof must urgently improve its ChatGPT and Bing visibility to avoid losing share in discovery and recommendation queries where ValidatorAI is already competitive.
