ISPs would have been able to do this kind of thing since forever but, strangely, I don't see it advertised as a potential value-add at all. Had ISP's commonly taken up such a mantle, players like NextDNS probably would be less necessary.
Canonry is like PostHog for AI visibility as it's able to tie server side traffic, with AI visibility along with traditional metrics from Google Search Console, Google Analytics and paid channels.
With agents, it it currently runs a lot of our day to day AEO/SEO + marketing operations.
LLMs will accelerate math research, increasing understanding in areas like quantum which will eventually lead to breakthroughs that will break most standard asymmetric encryption algorithms with the side effect of breaking crypto
"LLMs will accelerate math research, allowing us to prove that meaningfully sized quantum computers are impossible and crypto is secure. Modern cryptographic algorithms remains unbroken until the last human is turned into a paperclip in the year 2430"
There are plenty of algorithms that quantum algorithms give no benefit to. Quantum is NOT a free for all making everything faster. It’s only faster at two very,very restricted things: hidden subgroup problem (which is used for RSA, but most problems do not rely on HSP), and Grover search, which reduces a specific search problem from O(N) to O(sqrtN).
> I think I can see where this goes. The government will try to regulate AI and open source in particular, and it will run the playbook it ran for the auto industry. Decades of subsidies, bailouts, and protective tariffs produced American carmakers that sell trucks at home and barely register anywhere else in the world.
Here's the thing about this though, the auto industry directly employed hundreds of thousands of people.
The AI labs are small, only few benefit directly from their wealth and there's already immense opposition to AI, data centers, etc...
I couldn't find an open-source, agent-first way to monitor AI search results + traffic so I built Canonry out.
There are tons of nuances with LLM web search but have gotten really good results using canonry locally as it can cross reference with GSC, GA to really get a holistic view on how your brand/site appears in the search space.
I started doing AEO work for clients and couldn't find an open-source, agent-first way to monitor AI search results + traffic so I built Canonry out.
There are tons of naunces with AI web search but have gotten really good results using canonry locally as it can cross reference with GSC, GA to really get a holistic view on the search space.
