Cyrus Roepers

Building a self-managing network of AI marketing agents that executes growth experiments for our customers.

[LandingAI @LandingAI]

Today, we are announcing the second generation of Agentic Document Extraction (ADE).

It is faster, more accurate, and more affordable than ever before. ADE Gen2 delivers higher performance while optimizing cost for every document.

Pricing has been completely overhauled. Customers running mixed workloads should see 25% to 80% cost reductions.

Groundings and citations now reach the word level following a page > block> line > word hierarchy. This allows every extracted value to point to the exact location on the page it came from.

The outputs from the v2 Parse and Extract APIs are fully agent-ready and agent-friendly. Your agents get a clear hierarchy, stable IDs, and clean, standardized Markdown designed just for them.

ADE Gen2 is a step change in document intelligence not an incremental update.

Read the full announcement on the blog (link in comments).

Create an account and get started for free at https://t.co/eKLtle28Xd

[Cyrus Roepers @croepers]

@blvckledge Pmax

[Cyrus Roepers @croepers]

@jspujji Geo

[Cyrus Roepers @croepers]

@shivsakhuja Goose

[Cyrus Roepers @croepers]

@zackpaid Cook

[Cyrus Roepers @croepers]

@mikefutia Meta

[Cyrus Roepers @croepers]

@jack_9947 40

[Cyrus Roepers @croepers]

@LoganTGott System

[Cyrus Roepers @croepers]

@mikefutia Meta

[Cyrus Roepers @croepers]

@spwfeijen Listing

[Stijn Feijen @spwfeijen]

Cleared ~$487k recently with this Amazon creative system.

Most brands move too slowly—they drop one set of images and sit on it for weeks. Wrong approach.

The real edge is speed + angle testing.

Map the Angles: Use AI to identify every buyer "hook" (e.g., Clean Energy, Zero Crash, Better Performance, Refreshing Taste).

The Multi-Stack: Turn each angle into a full image stack (Hero, Benefits, Ingredients, Lifestyle, Reviews).

Data > Guessing: Run multiple visual promises simultaneously. Let Amazon's data tell you which message actually converts.

Same product, different reasons to buy. Don't guess—test.

RT + Comment "LISTING" and I’ll DM the full setup.
(must be following)

[Cyrus Roepers @croepers]

@fivosaresti Signal

[Cyrus Roepers @croepers]

@thedennis Prompts

[Cyrus Roepers @croepers]

@jordan_ross_8F Brain

[Cyrus Roepers @croepers]

@jakobcounts123 Competitor

[Cyrus Roepers @croepers]

@dan__rosenthal OS

[Cyrus Roepers @croepers]

@mikefutia Meta

[Cyrus Roepers @croepers]

@jack_9947 Marketing

[Cyrus Roepers @croepers]

@spwfeijen Want

[Dr. Alex Wissner-Gross @alexwg]

History made today.