AI Visibility Scorecard
Thoughtfully tailored maps for web & app developers
thunderforest.com · Technology
Somewhat visible. AI bots can read Thoughtfully tailored maps for web & app developers, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#181,483 of 2,707,327 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Thoughtfully tailored maps for web & app developers
from our crawl and measurement
Thoughtfully tailored maps for web & app developers is a business whose own site puts it this way: "Reliable, carefully-curated maps for web and app developers. Quick to set up with your tech stack. Fair and flexible pricing." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Article), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.9/10, Thoughtfully tailored maps for web & app developers has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Thunderforest?
We provide reliable, high-quality global maps that you can quickly set up and that your users will love. We’re obsessed with detail. Labels are supplied in local languages and English so your end-users can find the information they need. You can use one of our ready-made styles, overlay your own data, or ask us to create a custom style for you.
Is this your brand?
The exact fixes for Thoughtfully tailored maps for web & app developers
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Thoughtfully tailored maps for web & app developers.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thunderforest
Cite this score: Engagemii (2026). "AEO Score for Thoughtfully tailored maps for web & app developers." Retrieved from https://engagemii.com/aeo/brands/thunderforest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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