[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Lovable
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

3

Limited Presence

Avg Prompt Score

18

across 290 prompts

AI Share of Voice

18%

across 290 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
157 category
Cited24%38/157
Share of voice21%avg
Engine consensus33%of engines
Competitors5.8avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors4.8avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories Lovable is visible in

2
  • AI Agent Buildersnot yet measured→
  • AI Codingnot yet measured→

Executive summary

Lovable is already strongly positioned for AI app builder evaluation queries because it has a high-citation G2 presence (280 reviews, 4.6★) and a crawlable, tiered pricing page ($25 Pro / $50 Business). The biggest AI-citation risk is missing/unclear first-party structured evaluation surfaces (SoftwareApplication/AggregateRating) and potentially incomplete crawlability signals for AI bots (robots/llms.txt verification), which can reduce eligibility for “best/alternatives” and “how much does it cost” answers.

Based on audit of lovable.dev · Jun 5, 2026

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