AI-generated visibility summary
AI visibility summary for ShipFast
ShipFast's AI visibility is mid-tier and uneven. Across three engines and three tracked prompts, it earns a 62.5% mention rate but only a 25.0% citation rate, producing an overall score of 42.3. Performance splits sharply by engine: Google Search is strongest (100% mention, 50% citation, score 80.0), Google AI Overview mentions ShipFast in 66.7% of results but never cites it (0% citation, score 40.0), and ChatGPT is weakest (33.3% mention, score 24.8). Competitor pressure is concentrated: Makerkit matches ShipFast's 62.5% mention rate but doubles its citation rate (50.0% versus 25.0%) and leads on score (54.0 versus 42.3), while Supastarter also out-cites ShipFast (37.5%). ShipFast's domain accounts for 9 citations, an 8.8% share, behind makerkit.dev (24 citations, 23.5%) and supastarter.dev (10, 9.8%). The citation gap is the core issue: ShipFast is named in answers but its domain is rarely the source, and in the highest-volume tracked prompt (an estimated 1,300 monthly searches) it is mentioned once with zero citations. Practically, closing that mention-to-citation gap is the clearest lever for improving AI visibility.
Prompt search volumes in this report are AI estimates, not measured keyword data.
