AI-generated visibility summary

AI visibility summary for Tadabase

Tadabase exhibits a fragile AI visibility profile. Its overall mention rate is 8.0% and citation rate is 12.0%, yielding a low consensus score of 9.8. The brand’s strongest engine performance is on Google AI Overview and Google Search, where it achieves a 20.0% mention and citation rate. However, it is completely absent from ChatGPT and Perplexity, both scoring 0.0%, and Bing Search shows a 0.0% mention rate despite a 20.0% citation rate. Competitor pressure is severe: Softr (71.8), Knack (56.4), and Airtable (55.5) all vastly outperform Tadabase in overall score. Citation gaps are pronounced—Tadabase is cited only 3 times across all prompts, while Knack receives 40 citations and Softr 35. Notably, Tadabase appears in only one of five prompts (a comparison query) and is entirely missing from high-volume how-to, recommendation, and discovery queries. A practical implication is that Tadabase risks being invisible to users searching for no-code solutions in healthcare, internal tools, and property management, where it has zero mentions despite relevant product capabilities.

Scan evidence for Tadabase

Visibility score
9.8
Mention rate
8.0%
Citation rate
12.0%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google AI Overview 20.0 20.0% 20.0%
Google Search 20.0 20.0% 20.0%
Bing Search 8.5 0.0% 20.0%
ChatGPT 0.0 0.0% 0.0%
Perplexity 0.0 0.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Perplexity 0.0 0.0% 0.0%
ChatGPT 0.0 0.0% 0.0%
Bing Search 8.5 0.0% 20.0%
Google Search 20.0 20.0% 20.0%
Google AI Overview 20.0 20.0% 20.0%

Competitive landscape

  1. Softr softr.io Score 71.8
  2. Knack knack.com Score 56.4
  3. Airtable airtable.com Score 55.5
  4. Noloco noloco.io Score 24.5
  5. Blaze blaze.tech Score 21.0
  6. Retool retool.com Score 18.3
  7. Make make.com Score 14.2
  8. Caspio caspio.com Score 14.1

Most cited domains

  1. reddit.com 87 citations · 10.9%
  2. knack.com 40 citations · 5.0%
  3. youtube.com 36 citations · 4.5%
  4. softr.io 35 citations · 4.4%
  5. arxiv.org 21 citations · 2.6%
  6. airtable.com 19 citations · 2.4%
  7. google.com 17 citations · 2.1%
  8. microsoft.com 16 citations · 2.0%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
airtable vs knack vs other no-code databases for business operations 5 2 3
how to build a custom client portal without coding 5 0 0
best no-code platform for building HIPAA compliant healthcare applications 5 0 0
no-code alternative to building internal tools for IT teams 5 0 0
create a custom property management system online no-code 5 0 0
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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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