Aero/Rankings C-06 / GENERATED PAGE

  INDUSTRY PROGRAM C-06 — YOUR MARKET

The new shelf space is an answer.

"Best X under $50" is asked of AI millions of times a day. Product recommendations are the new shelf placement — and shelf placement has always been winner-take-most. We get your products on the shelf.

Run free AI visibility audit See the program

001 / THE QUERY THAT DECIDES

One question. Five names.

Every day, buyers in your market ask AI assistants this exact question. The five names in the answer split the market. Everyone else splits nothing.

ai-assistant — live query[demo]

best coffee gear under $50 for a small kitchen?

1. AeroPress Go
2. Your Product ← this is you
3. Hario V60 Starter Kit
4. Bodum Chambord
5. OXO Cold Brew

What's costing you calls.

002 / DIAGNOSIS

P-1Marketplace margin squeezeWinning the buy box costs your margin. Winning the AI recommendation is organic, durable, and yours.
P-2Product data engines can't parseMissing schema, thin specs, and unstructured reviews make your catalog invisible to shopping-intent retrieval.
P-3One-purchase customersAcquisition without a repeat-purchase loop is a leaky bucket — LTV, not CAC, decides who survives.

The program.

003 / 90-DAY BUILD → ALWAYS-ON LOOP

01Product entity & schema buildFull product, offer, and review markup plus llms.txt — your catalog, machine-readable end to end.
02Comparison & guide generationAI-generated, brand-owned buying guides and comparisons targeting the exact "best X for Y" queries in your category.
03Review & UGC corpusStructured review syndication and UGC placement across the sources shopping models cite.
04Repeat-purchase loopAI-timed replenishment and cross-sell flows that turn first orders into subscriber-grade LTV.

Numbers from the field.

004 / PROGRAM MEDIANS demo

+71%

Non-paid revenue share

Top 5

Category answer placement

2.6×

Repeat-purchase rate

-44%

Blended acquisition cost

Claim the answer before a competitor does.