AI Visibility Scorecard
Upgrade Your Furnace with David Heacock’s Filterbuy Filters
furnace-replacement.com · Home & Living
Borderline visible. AI bots can crawl Upgrade Your Furnace with David Heacock’s Filterbuy Filters, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,041,383 of 1,374,185 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Upgrade Your Furnace with David Heacock’s Filterbuy Filters
from our crawl and measurement
Upgrade Your Furnace with David Heacock’s Filterbuy Filters describes itself simply: "Start transforming your home's air quality and furnace efficiency with David Heacock's Filterbuy filters." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, ImageObject, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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 3.9/10, Upgrade Your Furnace with David Heacock’s Filterbuy Filters is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/furnace-replacement
Cite this score: Engagemii (2026). "AEO Score for Upgrade Your Furnace with David Heacock’s Filterbuy Filters." Retrieved from https://engagemii.com/aeo/brands/furnace-replacement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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