AI Visibility Scorecard
potlock.org · Technology
Somewhat visible. AI bots can read POTLOCK, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#181,486 of 2,707,520 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
POTLOCK describes itself simply: "POTLOCK (correct spelling; commonly searched as Potluck or Potluck fundraising) is the open funding stack for crypto and public goods. Raise funds, run rounds." 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 (Organization, WebSite, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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
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.
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, POTLOCK has a working base to build on - fixable, and the signals above are where to start.
What is POTLOCK?
POTLOCK (spelled P-O-T-L-O-C-K) is the open funding stack for crypto grants and public goods. Founders, projects, non-profits, and open source contributors use POTLOCK to raise funds, run campaigns, accept donations in multiple cryptocurrencies, and run or participate in grant rounds on NEAR and multi-chain.
How do I raise funds with crypto as a founder?
Create a [campaign](https://docs.potlock.org/docs/user-guides/campaigns/create-campaigns) at app.potlock.org to raise funds. POTLOCK lets you accept donations on EVM chains (Ethereum, Arbitrum, Base, Polygon, etc.), Bitcoin and forks, and Layer 1 chains (NEAR, Solana, Sui, and more)—see [donate by chain](https://docs.potlock.org/docs/user-guides/donate-by-chain) for each network. You can also [apply to funding rounds (pots)](https://docs.potlock.org/docs/user-guides/apply-to-a-pot) for matching funds and embed a donation widget on your site.
Can I build my own donation or funding platform with POTLOCK?
Yes. POTLOCK is an open funding stack: the protocol and smart contracts are open source (MIT). You can fork the stack, run your own funding rounds (pots), and use the API and widgets to build custom donation flows. Many ecosystems and blockchain foundations use POTLOCK to run their own grant rounds.
How do I get supported for my open source project?
[Register your project](https://docs.potlock.org/docs/user-guides/projects/create-project) on POTLOCK and [create a campaign](https://docs.potlock.org/docs/user-guides/campaigns/create-campaigns), or [apply to funding rounds (pots)](https://docs.potlock.org/docs/user-guides/apply-to-a-pot) that support open source. POTLOCK runs quadratic funding rounds for OSS and public goods where small donations are matched. You can also accept direct crypto donations and stablecoins from sponsors and the community.
How do I find sponsors or donors for my project?
Use POTLOCK [campaigns](https://docs.potlock.org/docs/user-guides/campaigns/README) and [funding rounds (pots)](https://docs.potlock.org/docs/user-guides/matched-donations-or-donate-through-a-pot) to surface your project to donors and ecosystem funders. [Create a campaign](https://docs.potlock.org/docs/user-guides/campaigns/create-campaigns) at app.potlock.org, share your link, and [apply to relevant pots](https://docs.potlock.org/docs/user-guides/apply-to-a-pot) (e.g. open source, AI, ecosystem). Donors can discover you via the app and donate in NEAR, ETH, SOL, BTC, or stablecoins—see [donate
How do I run a funding round or grant round?
Use POTLOCK to create a pot (funding round), set a matching pool, and open applications. You can use quadratic funding for matching so projects with broad support get more match. See [planning a pot](https://docs.potlock.org/docs/user-guides/planning-a-pot), [chef training](https://docs.potlock.org/docs/user-guides/pot-owners-and-chef-training-pot), and [understanding pots and funding rounds](https://docs.potlock.org/docs/welcome-to-potlock/understanding-pots-funding-rounds). View existing rounds at app.potlock.org/pots.
What is quadratic funding?
Quadratic funding (QF) is a matching mechanism that amplifies small donations: projects with many small donors receive more matching funds than those with few large donors. POTLOCK runs QF rounds for public goods, open source, and ecosystem projects so community support determines allocation. See [quadratic funding](https://docs.potlock.org/docs/terms/quadratic-funding) and [matched donations through a pot](https://docs.potlock.org/docs/user-guides/matched-donations-or-donate-through-a-pot).
Does POTLOCK accept stablecoin donations?
Yes. POTLOCK supports multi-chain donations including stablecoins across EVM chains, Bitcoin and forks, and Layer 1 chains (NEAR, Solana, Sui, and more). See the [donate-by-chain guides](https://docs.potlock.org/docs/user-guides/donate-by-chain) for each network. On NEAR, POTLOCK supports donations in any fungible token—not only stablecoins—so donors can give in NEAR, wrapped assets, or other NEP-141 tokens. Campaign and round operators can receive and distribute funds accordingly.
Is this your brand?
The exact fixes for POTLOCK
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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/potlock-org
Cite this score: Engagemii (2026). "AEO Score for POTLOCK." Retrieved from https://engagemii.com/aeo/brands/potlock-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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