The web has changed

Are AI assistants
recommending you?

In 2026, your customers don't Google — they ask ChatGPT, Claude, Gemini, and Perplexity. RankBits shows you exactly how your brand surfaces across every AI engine, live.

Visibility score Mentions & citations Competitor rankings Cited source URLs API available
ChatGPT Claude Gemini Perplexity Google AI + Google & Bing search

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AI-generated visibility summary

AI visibility summary for Lovable

Lovable’s AI visibility is moderate but uneven. Its overall mention rate of 32.3% and citation rate of 7.7% yield a score of 21.7, placing it fifth among eight competitors. The strongest engine is Claude, with a 55.0% mention rate and 15.0% citation rate, while Tavily is weakest at 10.0% mentions and 5.0% citations. Lovable trails Builder.io (score 45.7) and Bubble (31.2), both of which dominate recommendation prompts like “best no-code app builder for non-technical founders 2026.” Citation gaps are significant: Lovable’s own domain appears only 18 times across cited sources, while Bubble (92) and Adalo (76) are cited far more often. A practical implication is that Lovable risks being overlooked in high-volume comparison and recommendation queries, where competitors are mentioned and cited more consistently, potentially reducing its share of user consideration.

Scan evidence for Lovable

Visibility score
21.7
Mention rate
32.3%
Citation rate
7.7%
Engines
11
Prompts
20

Strongest engines

EngineScoreMentionsCitations
Claude 39.0 55.0% 15.0%
Exa 38.0 60.0% 5.0%
Google AI Overview 33.0 45.0% 15.0%
Bing Search 25.0 35.0% 10.0%
Gemini 21.0 35.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Tavily 8.2 10.0% 5.0%
Bing Copilot 9.0 15.0% 0.0%
Google Search 16.0 20.0% 10.0%
Perplexity 17.0 25.0% 5.0%
ChatGPT 20.0 30.0% 5.0%

Competitive landscape

  1. Builder.io builder.io Score 45.7
  2. Bubble bubble.io Score 31.2
  3. Adalo adalo.com Score 28.2
  4. Figma Make figma.com Score 25.2
  5. Lovable brand lovable.dev Score 21.7
  6. Glide glideapps.com Score 19.7
  7. Softr softr.io Score 14.9
  8. Replit replit.com Score 11.4

Most cited domains

  1. youtube.com 129 citations · 5.9%
  2. bubble.io 92 citations · 4.2%
  3. reddit.com 81 citations · 3.7%
  4. adalo.com 76 citations · 3.5%
  5. openai.com 71 citations · 3.2%
  6. figma.com 65 citations · 3.0%
  7. weweb.io 36 citations · 1.6%
  8. knack.com 36 citations · 1.6%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
build a habit tracker app without coding 11 6 6
FlutterFlow vs Bolt.new vs other no-code app builders 11 8 3
vibe coding tools for rapid prototyping 11 9 1
AI app builder for product managers 11 9 0
AI tools that let you build apps by describing them 11 5 2
build a prototype app fast no coding 11 6 0

Measure the channels buyers now ask first

AI answers do not behave like classic rankings. RankBits checks the actual prompts, engines, citations, and competitors shaping those answers.

Shift from traditional search to AI-powered discovery
📉

AI answers are a new discovery surface

Google said AI Overviews reached more than 1.5 billion monthly users in 2025, while ChatGPT was confirmed at more than 2.5 billion prompts per day.

🤖

AI citations are not the same as SEO rankings

A 2026 measurement study found nearly 30% of Google AI Overview cited domains did not appear in the co-displayed first page of organic results.

📊

Turn ad clicks into a measurable AI audit

Run a scan, see the prompts where your brand is missing, and track whether visibility improves as you publish, earn citations, and refine positioning.

14
AI engines and search sources tracked
2.5B+
ChatGPT prompts per day, confirmed by OpenAI
1.5B+
Monthly Google AI Overview users reported in 2025
~30%
AI Overview cited domains absent from first-page organic results

Sources: OpenAI-confirmed ChatGPT usage, Google AI Overview reach, 2026 AI Overview citation study.

Developer API

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