AI Visibility Scorecard
DevBizTools
devbiztools.com · Technology
Borderline visible. AI bots can crawl DevBizTools, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Claude · Apple Intelligence
#1,351,766 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
4
AI Adoption
iBasic · 4/100
About DevBizTools
from our crawl and measurement
DevBizTools describes itself simply: "Free calculators and business tools for freelancers and web developers. Rate calculators, hosting comparisons, and more." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Under the hood there is structured data on the page (Organization, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 4.7/10, DevBizTools is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is DevBizTools?
DevBizTools is a free resource for freelancers and solo business owners who need practical numbers — not generic advice. Every calculator runs entirely in your browser: no account, no signup, and your inputs never leave your device.The site was built by Delawar Shah, a developer who freelanced for years and got tired of spreadsheets that hid the real math behind rates, taxes, and payment fees.
How to Get Your First Freelance Client (2026)?
How to get your first freelance client in 2026 — portfolio tips, platforms, outreach templates, and a 30-day plan for beginners with no experience.Oct 1, 202616 min readRead articleClient work
Is this your brand?
The exact fixes for DevBizTools
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 DevBizTools.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devbiztools
Cite this score: Engagemii (2026). "AEO Score for DevBizTools." Retrieved from https://engagemii.com/aeo/brands/devbiztools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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