Strategic Planning
Why LMO7 vs Agencies: Operator DNA, AI-Native Craft
Consumer brands don’t need another generic “full-service” shop; you need a crew that’s lived inside the Amazon flywheel, understands how CPG actually sells, and builds for AI surfaces first. LMO7 was designed that way from day one: operator-led, AI-native, and tuned for speed.
29 October 2025
5 min read
Three reasons brands pick LMO7
Operator-led
We’ve sat on the other side of the table. LMO7 is led by CPG people with a $1bn+ Amazon sales track record. We know how retail media, trade terms, supply, and PDPs intersect, so the work moves the P&L, not just the brand book.
AI-first craft
Schema, prompts, feeds, and PDPs are written to be read by models. We align your copy, attributes, and proof points so Rufus, ChatGPT, Gemini, and Claude can summarise you accurately, turning AI shortlists into actual baskets.
Speed & iteration
Weekly prompt packs, Share-of-Search sprints, and retail-media-to-rank tests. Models shift; we ship. You’ll see a rhythm of improvements that compounds into visibility, add-to-carts, and Subscribe & Save.
What this means for you
You’ll get pragmatic, CPG-specific execution that keeps pace with AI change: PDPs and D2C pages that are machine-readable, weekly visibility loops that protect ranking, and media that reinforces your organic answer position instead of fighting it.
Operator-led
We’ve sat on the other side of the table. LMO7 is led by CPG people with a $1bn+ Amazon sales track record. We know how retail media, trade terms, supply, and PDPs intersect, so the work moves the P&L, not just the brand book.
AI-first craft
Schema, prompts, feeds, and PDPs are written to be read by models. We align your copy, attributes, and proof points so Rufus, ChatGPT, Gemini, and Claude can summarise you accurately, turning AI shortlists into actual baskets.
Speed & iteration
Weekly prompt packs, Share-of-Search sprints, and retail-media-to-rank tests. Models shift; we ship. You’ll see a rhythm of improvements that compounds into visibility, add-to-carts, and Subscribe & Save.
What this means for you
You’ll get pragmatic, CPG-specific execution that keeps pace with AI change: PDPs and D2C pages that are machine-readable, weekly visibility loops that protect ranking, and media that reinforces your organic answer position instead of fighting it.