AI-generated visibility summary

AI visibility summary for AI Spaces

AI Spaces shows limited AI visibility across five tracked engines and five prompts, with a 12.5% mention rate, 8.3% citation rate, and an overall score of 4.5. Performance is concentrated in search-based engines: Google Search leads at 40.0% mention rate and 20.0% citation rate (score 30.2), followed by Bing Search at 20.0% mention and 20.0% citation (score 13.0). The brand is absent from ChatGPT, Google AI Overview, and Perplexity, each recording 0.0% mention and citation rates. Competitor pressure is evident: TestFit leads the comparison set with a 20.8% mention rate, 12.5% citation rate, and score of 17.6, while Ada (11.2), Aia (10.5), and Kobikarp (8.8) also outrank AI Spaces. Citation gaps compound this: aia.org accounts for 32 citations (6.6% share), hksinc.com and perkinswill.com each hold 17, and testfit.io holds 13, while AI Spaces appears in no cited-domain list. The brand is mentioned twice on the Miami commercial interior design prompt (estimated volume 1,900) but cited zero times, and it is cited twice without mention on the retail franchise rollout prompt (estimated volume 720). A practical implication is that AI Spaces' visibility depends on search engines rather than generative assistants, so its absence from ChatGPT, AI Overview, and Perplexity represents the clearest gap to address.

Prompt search volumes in this report are AI estimates, not measured keyword data.

Scan evidence for AI Spaces

Visibility score
4.5
Mention rate
12.5%
Citation rate
8.3%
Engines
5
Prompts
5

Strongest engines

EngineScoreMentionsCitations
Google Search 30.2 40.0% 20.0%
Bing Search 13.0 20.0% 20.0%
ChatGPT 0.0 0.0% 0.0%
Google AI Overview 0.0 0.0% 0.0%
Perplexity 0.0 0.0% 0.0%

Visibility gaps

EngineScoreMentionsCitations
Perplexity 0.0 0.0% 0.0%
Google AI Overview 0.0 0.0% 0.0%
ChatGPT 0.0 0.0% 0.0%
Bing Search 13.0 20.0% 20.0%
Google Search 30.2 40.0% 20.0%

Competitive landscape

  1. TestFit testfit.io Score 17.6
  2. Ada ada.gov Score 11.2
  3. Aia aia.org Score 10.5
  4. Kobikarp kobikarp.com Score 8.8
  5. Miamiarchitect miamiarchitect.org Score 8.2
  6. Hksinc hksinc.com Score 8.0
  7. Ncarb ncarb.org Score 6.2
  8. Interiorarchitects interiorarchitects.com Score 5.2

Most cited domains

  1. aia.org 32 citations · 6.6%
  2. hksinc.com 17 citations · 3.5%
  3. perkinswill.com 17 citations · 3.5%
  4. testfit.io 13 citations · 2.7%
  5. stantec.com 11 citations · 2.3%
  6. ada.gov 11 citations · 2.3%
  7. miamiarchitect.org 10 citations · 2.0%
  8. interiorarchitects.com 10 citations · 2.0%

Prompt highlights

PromptEnginesBrand mentionsBrand citations
best commercial interior design firms in Miami for corporate offices 5 2 0
how to choose an architect for a retail franchise rollout across multiple states 4 0 2
compare sustainable design firms for hospitality projects in Miami 5 1 0
cost of interior architecture services for healthcare facilities in Florida 5 0 0
alternatives to large architecture firms for fast test-fit validation 5 0 0
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18
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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