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AI Visibility Scorecard
list-forge.ai · Technology
Somewhat visible. AI bots can read ListForge, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#512,122 of 2,659,076 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"The AI that runs your eBay reselling business. Turn product photos into researched, priced, published listings, then ListForge works every live listing until it sells." That is how ListForge introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (SoftwareApplication, WebSite, FAQPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.4/10, ListForge has a working base to build on - fixable, and the signals above are where to start.
How does the AI actually work?
You take a photo, and our system takes over. We use visual AI to instantly identify the brand, model, and item condition. Then, we automatically scan recent, real sold listings to figure out exactly what your item is worth and write a professional listing for you.
How is this different from other listing tools?
Most tools still require you to type out titles, search for comparables yourself, and copy-paste between tabs. ListForge is a fully automated pipeline. You just snap photos, and we handle the research, pricing, and writing. Plus, our credit-based pricing scales with your volume — you only pay for what you use, around $0.50 per full identify-to-published flow.
Which marketplaces do you support?
Currently, we have a direct integration with eBay. When you hit publish, your listing goes straight to your eBay account, fully formatted and optimized. Facebook Marketplace, Poshmark, and other platforms are coming soon.
Do you take a percentage of my sales?
Never. You pay for credits — either by buying a one-time pack or subscribing monthly — and that's it. Your sales revenue is 100% yours. We believe in transparent, predictable pricing.
Is there a mobile app?
Yes! We have an app that lets you photograph and list from anywhere. It features a continuous rapid-capture mode, which is perfect for processing piles of inventory at a warehouse or estate sale without having to stop and wait.
What happens if the AI gets it wrong?
You are always in control. Before anything goes live on the marketplace, it goes into your Review Queue. You can quickly double-check the AI's work, adjust the price if you want, and fix any mistakes with a single click.
How does the pricing work?
ListForge runs on credits. Every billable action — research, listing generation, publishing — has a fixed credit cost. A full identify-to-published flow on a single marketplace is about $0.50 at the base rate. You can buy one-time packs (credits never expire) or subscribe monthly for cheaper per-credit pricing. New accounts get 5,000 free credits ($25 retail value) at signup.
Do credits expire?
Pack credits never expire — buy a pack and use it whenever. Subscription credits are monthly capacity: they reset at the start of each billing cycle and unused subscription credits do not roll over. Most resellers use a subscription for their typical month plus a pack as a safety buffer.
Is this your brand?
The exact fixes for ListForge
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/list-forge-ai
Cite this score: Engagemii (2026). "AEO Score for ListForge." Retrieved from https://engagemii.com/aeo/brands/list-forge-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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