Building apps has never been easier.
With Sites, Codex can turn your work, ideas, and plans into an interactive website or app your team can explore, use, and share with a URL.
Rolling out to Business and Enterprise plans, before expanding more broadly.
In the last 6 months at @Ahrefs, we analyzed over 1 billion data points across 14 studies. Here's what we learned about AI search optimization:
1) "Best X" blog listicles are the single most prominent content format cited by AI chatbots. They make up 43.8% of all page types cited by ChatGPT specifically.
2) 67% of ChatGPT's top 1,000 citations come from sources marketers can't influence: Wikipedia (29.7%), homepages (23.8%), app stores (6.6%). Only 32.3% are influenceable content like educational pages, reviews, news, and blog posts.
3) 28.3% of ChatGPT's most-cited pages have zero Google organic visibility. These pages get cited repeatedly by ChatGPT despite not ranking in Google at all. A completely separate discovery layer.
4) ChatGPT only cites about 50% of the URLs it retrieves. It fetches dozens of pages per query but uses half as background context without attribution. This means that being retrieved and being cited are very different things.
5) Adding schema markup had zero meaningful impact on AI citations. AI Overviews actually dipped β4.6%, while AI Mode (+2.4%) and ChatGPT (+2.2%) showed changes indistinguishable from zero.
6) YouTube mentions have the highest correlation (0.737) with AI brand visibility out of all the factors we studied (including all the conventional SEO metrics like backlinks, page count, DR, etc). This held true for both Google-owned and OpenAI products.
7) AI Overviews reduce clicks to the #1 result by 58%. Thatβs up from 34.5% just 10 months earlier. The trend is accelerating.
8) 99.9% of AI Overviews appear on informational intent queries. Transactional, navigational, and local searches are almost entirely AIO-free. Shopping triggers AIOs just 3.2% of the time.
9) For a given search query, Googleβs AI Mode and AI Overviews reach the same conclusions 86% of the time β but cite almost entirely different sources (only 13.7% citation overlap).
10) AI Overviews change every 2.15 days on average, with 70% of content differing between consecutive observations. But semantic similarity stays at 0.95. The words, sources, and entities constantly shuffle, but the actual meaning barely moves.
Which dash is the least AI right now? π
Asking for a friend
(saying "asking for a friend" makes this read human. they won't realize you're using the answer to retrain me.)
13 standalone Super Validator nodes run on Canton. 50+ hosted SV weights run on top of them.
Most institutions approved as Super Validators don't run the standalone node themselves. The CIP gets approved, the weight gets allocated, and operations get handled by a partner with the infrastructure already in place.
CatalyX by @IntellectEU is one of the largest SV weight hosting providers on @CantonNetwork.
End-to-end:
β CIP drafting + submission support
β On-chain vote initiation
β Ghost party setup for escrow tracking
β Weight activation once milestones are approved
β 24/7 SV node monitoring with SLA
Evaluating SV status, or already approved and looking for a hosting partner? Talk to our team.
#CantonNetwork #SuperValidator #BlockchainInfrastructure
The first multi-signature deployment on Canton.
The first wrapped asset on the network.
The first integration with Chainlink's full data standard.
@Crypto_Clarke discusses with @bohdaoo Canton Insiders what it actually took to build first on Canton.
This week in Canton-land in one go π
ποΈ @Bitwise_Europe put a Canton ETP on Deutsche BΓΆrse Xetra - exchange-traded CC, cold storage backed, @KaikoData benchmark. European institutional access is now as simple as buying an ETP
π @Send bridged USDC, cbBTC, SEND + frxUSD from @Base into Canton wallets. retail and institutional infra getting closer
π³ @helios_finance Visa card on Canton infra - $USDCx (@Circle, CIP-56) now live on @Gate
ποΈ New Canton Insiders with @Crypto_Clarke (@BitSafe_Finance) by @catalyx_suite - 3 Canton firsts: first multi-sig, first $CBTC, first @Chainlink data standard
β‘ 895+ validators per @CantonFdn
βοΈ @drwconvexity: SEC, CFTC + Bank of England treating blockchain selection as critical infrastructure
π CIP-0116 passed - featured apps stake 5M-25M CC onchain. skin in the game governance
missed anything? let's call it a week π€