AI-generated visibility summary

AI visibility summary for Userpilot

Userpilot holds a moderate position in AI-generated product analytics content, with an overall visibility score of 40.7. Its strongest engine is Google Search (score 70.4), where it achieves a 71.4% mention and citation rate, while ChatGPT is the weakest (score 28.6), with only a 28.6% rate for both metrics. Competitor pressure is significant: Amplitude leads the field with a score of 52.2 and a 64.3% mention rate, and Customer.io has the highest mention rate at 75.0%. Userpilot’s own domain is cited 25 times, but this is less than half of Amplitude’s 72 citations, indicating a citation gap. A practical implication is that Userpilot appears in 12 of 28 possible answers across seven prompts, but its citation rate (46.4%) slightly exceeds its mention rate (42.9%), suggesting that when it is referenced, AI engines tend to cite it reliably. However, to close the gap with competitors, Userpilot would need to increase its frequency of being mentioned, particularly on lower-performing engines like ChatGPT and Perplexity.

Scan evidence for Userpilot

Visibility score
40.7
Mention rate
42.9%
Citation rate
46.4%
Engines
4
Prompts
7

Strongest engines

EngineScoreMentionsCitations
Google Search 70.4 71.4% 71.4%
Perplexity 37.6 28.6% 57.1%
Google AI Overview 35.3 42.9% 28.6%
ChatGPT 28.6 28.6% 28.6%

Visibility gaps

EngineScoreMentionsCitations
ChatGPT 28.6 28.6% 28.6%
Google AI Overview 35.3 42.9% 28.6%
Perplexity 37.6 28.6% 57.1%
Google Search 70.4 71.4% 71.4%

Competitive landscape

  1. Amplitude amplitude.com Score 52.2
  2. Customer customer.io Score 46.9
  3. Userpilot brand userpilot.com Score 40.7
  4. Mixpanel mixpanel.com Score 32.4
  5. Pendo pendo.io Score 30.9
  6. Posthog posthog.com Score 26.7
  7. Appcues appcues.com Score 16.5
  8. Heap heap.io Score 16.5

Most cited domains

  1. amplitude.com 72 citations · 9.3%
  2. reddit.com 45 citations · 5.8%
  3. pendo.io 40 citations · 5.2%
  4. gainsight.com 28 citations · 3.6%
  5. mixpanel.com 27 citations · 3.5%
  6. userpilot.com 25 citations · 3.2%
  7. customer.io 24 citations · 3.1%
  8. launchdarkly.com 24 citations · 3.1%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
recommend a platform for automating personalized in-app messages based on user behavior 4 3 4
tools that combine product analytics with in-app onboarding and NPS surveys 4 3 3
alternatives to Pendo for product teams that want session replay and feature adoption tracking 4 3 1
what is the best way to run product-led growth experiments with user segmentation and workflows 4 2 2
best product analytics platform for SaaS startups to track user behavior and improve activation 4 1 1
how to reduce churn in a B2B SaaS product using in-app guidance and user feedback 4 0 2
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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.

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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.

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16
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.

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