AV by Robin Hale

Recovering software engineer giving midsize businesses a voice in the postAI economy. Helping the overlooked middle get found, understood & chosen by AI agents.

[AV by Robin Hale @AgenticVis]

#manifesto 5/5
Being found should follow from being good.

Right now it follows from being able to pay.

Visibility for the rest of us.
https://t.co/qkr0TQDU3x

[AV by Robin Hale @AgenticVis]

#manifesto 4/5
The companies already on those lists didn't do anything clever.

They paid an agency twenty thousand a month to do the unglamorous work, and got there first.

Everyone else was sold a subscription that scores you out of a hundred and wishes you luck.

[AV by Robin Hale @AgenticVis]

#manifesto 3/5
None of this is hard to fix. Schema, clean data, readable pricing, crawler access.

That's the part that should make you angry.

[AV by Robin Hale @AgenticVis]

#manifesto 2/5
It wasn't because you're worse. Some of the names on that list are worse.

They were readable and you weren't.

The machine couldn't parse your prices, your credentials, your proof. So it moved on.

Machines don't give the benefit of the doubt.

[AV by Robin Hale @AgenticVis]

#manifesto 1/5
Nobody sends a rejection letter any more.

Your buyer asked an assistant which company to use. It named three. You weren't one of them.

No bid you lost. No meeting you didn't win.

Just a conversation you were never in.

[AV by Robin Hale @AgenticVis]

It converts because the work was already done.

You didn't win that deal on your site. You won it in a conversation you never saw, against competitors you were never told about, on criteria you didn't set. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZrqY

[AV by Robin Hale @AgenticVis]

AI referral traffic converts above organic. 1.81% against 1.39% across 94 ecommerce sites.

The half nobody quotes: $474K against $32.1M. Great rate, small volume.

Both are true. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZZgw

[AV by Robin Hale @AgenticVis]

The failure mode is silent.

When you're not on the list, nothing happens. No bounce, no abandoned cart, no complaint.

The number just gets smaller and you conclude the market is soft. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZZgw

[AV by Robin Hale @AgenticVis]

At the discovery stage, 35% of US consumers now use an AI tool. 13.6% use traditional search.

The first question about your category is increasingly asked to an assistant, and it comes back with three or four names. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZZgw

[AV by Robin Hale @AgenticVis]

Pew measured it cleanly. When an AI summary appears on the results page, people click a result on 8% of visits. Without one, 15%.

The answer is on the page now. There's nothing left to click. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZrqY

[AV by Robin Hale @AgenticVis]

Google searches ended without a click 68% of the time in the US over the first four months of this year. Two years ago it was 60%.

If your pipeline starts with organic search, that's your problem in one line. #agenticvisibility #futureofsearch

https://t.co/kB4Vu7ZrqY

[Andrew Bolwell @andrewbolwell]

A unique look at the future of #AI legal rights https://t.co/ndwWWa8Jjm

[Sanel Vranes @SanelVranes]

Scary, funky or simply to be expected? Scientists are divided about the possibility that #AI will develop into #Conscious #Machines that could challenge our lives to the better and the worse. Interesting also from a legal an #ethical point of view.

https://t.co/j7kJIRdfIw

[Renee Lascala @ReneeLascala]

@Jmratcliffe3 You are right. The Fairness Doctrine is a legal precedent, which would need to be modernized to incorporate cable broadcast networks, internet providers, social media, AI, and more.

[Gianluca Sgueo @GianlucaSgueo]

Botler AI, a startup based in Montreal, launched a system that provides free information and guidance to those who have been sexually harassed and are unsure of their legal rights https://t.co/60Xj29pZNE #AI

[Nick Abrahams 🇦🇺 @NickAbrahams]

Thanks guys. Big opportunities for us all with data as complex tech comes to the masses. Amazing - I just built a legal Chatbot on IBM Watson and I can’t code #newlaw #ai #data https://t.co/Xkzf2Pd36E

[Youssef Zafri @YoussefZafri]

Scary, funky or simply to be expected? Scientists are divided about the possibility that #AI will develop into #Conscious #Machines that could challenge our lives to the better and the worse. Interesting also from a legal an #ethical point of view.

https://t.co/ENt4ULep66

[Bumpy News @ kjepeneter @kjepeneter]

Marshall Faulk pulled down pants and demanded oral sex from worker https://t.co/fFOBynCp97 via @MailOnline @NFL #Football #Legal