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AI Visibility Scorecard
Hotpads
hotpads.com · Technology
At 3/10, Hotpads is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 79 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#2,279,114 of 2,641,190 in Technology for AI visibility
3
/10
AEO Score
About Hotpads
from our crawl and measurement
Hotpads is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Only basic WebSite schema present with Organization data; missing critical schemas like RentalProperty, AggregateRating, FAQPage, and LocalBusiness that would enrich AI understanding of rental listings.
Content Structure
3
H1 is generic ('Find the right apartment for you'), H2s are shallow and repetitive navigation elements, meta description is adequate but lacks differentiators, and no FAQ section visible on homepage.
Entity Clarity
6
Business name, type, and location are present in schema (HotPads, San Francisco, Zillow Group parent); however, founder information is absent and NAP clarity could be stronger for local AI queries.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
No visible reviews, testimonials, credentials, awards section, or dedicated about page on homepage; trust signals critical for rental marketplace are entirely absent from above-the-fold content.
Technical AEO
3
No sitemap.xml, no llms.txt file, meta description present but basic, and robots.txt contains restrictive directives for msnbot that could limit AI crawler access to key resources.
AI Discoverability
2
llms.txt is completely missing, sameAs social links exist in schema but schema lacks FAQPage/BreadcrumbList, and no explicit signals guide AI systems to high-value content like rental guides or property details.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
5
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3/10, Hotpads is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hotpads
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Hotpads.
Source & Attribution
Scored by Engagemii on May 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hotpads
Cite this score: Engagemii (2026). "AEO Score for Hotpads." Retrieved from https://engagemii.com/aeo/brands/hotpads
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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