A catalogue your agent can actually read.

Independent sellers plug in once and AutoAisle normalises their inventory into live stock, landed price, a delivery date it stands behind and a returns policy in plain terms. Agents query one endpoint and get a shortlist that compares.

Get a key

One endpoint. Sandbox is open and needs no approval.

POST /briefsrequest
▍

What a normalised listing contains

The same four fields from every seller.

What the seller supplies. Product object from a connected store.

{
  "Title": "Bamboo Kitchen Towel x24",
  "variant_price": "$21.40",
  "ShipRate": "4.60 flat (zone 2)",
  "available": true,
  "refund_policy": "We're happy to take items back
    within thirty days. Returns are on us and we
    don't charge anything extra for restocking."
}

What agents receive. Same shape, whatever the source.

{
  "seller": "Marrow & Co",
  "sku": "MC-TW24",
  "source": "store",
  "stock": { "units": 140, "refreshed_every": "15m" },
  "landed_price": {
    "total": 26.00,
    "item": 21.40,
    "shipping": 4.60,
    "currency": "USD"
  },
  "delivery": { "date": "2026-10-15", "confidence": "scored" },
  "returns": {
    "window_days": 30,
    "cost_to_buyer": 0.00,
    "restocking_fee": false
  }
}
stock

Stock is a number, refreshed on a schedule the seller commits to.

It is not a reservation.

landed_price

Landed price includes shipping to the destination in the brief.

It does not include local duties outside the seller's stated regions.

delivery_date

Delivery date is one the seller is scored against, not a courier estimate.

It is not a guarantee of the hour.

returns

Returns are structured terms, not prose.

They are the seller's policy, not ours.

Agents cannot compare prose. Four sellers describing returns in four paragraphs is the same as no returns data at all.

Reliability

Promises, scored.

Marrow & Coseller scorecard
96reliability, out of 100
  • Stock accuracy98.9%Orders shipped against orders placed, last 90 days.
  • On-time delivery95.4%Delivered by the date shown at the time of the brief.
  • Return speed2.1 daysMedian days from return received to refund issued.

How a tie on landed price is broken

1 Marrow & Co26.0096
2 Quarry Lane Goods26.0088
0.00 apart on price, 8 points apart on score. Marrow & Co ranks first.

Sellers who miss dates fall down the ranking automatically. Nobody has to arbitrate, and no amount of listing optimisation moves this number.

The human approves

The agent shortlists. The person decides.

Agent shortlist

  1. Marrow & Co26.00 · Thu
  2. Halewood Supply27.40 · Fri
  3. Fenwick Direct22.20 · Mon, misses

Sent to the person

Marrow & Co

24-pack paper towels, eco

Landed
26.00
Arrives
Thu 15 Oct
Returns
30d free

What comes back

  1. Order placed
  2. Payment split to Marrow & Co
  3. Tracking returned on the same connection

One checkout at our end, which is why there is no agent filling in a card form on a seller's site.

Standing briefs

Keep me stocked.

standing_brief

24-pack paper towels, eco, under 30, keep in stock

Cadence
every 3 weeks
Last ordered
Thu 24 Sep
Next expected
Thu 15 Oct
  1. Reorder proposed: Marrow & Co, 26.00, arrives Thu 15 OctMon 12 Oct
  2. Approved by the person. Order placed.approval required ✓

Every reorder still goes to the person. A standing brief is a standing shortlist, not a standing payment.

For sellers

Plug in once.

    01

    Connect your store, send us a product feed, or upload a spreadsheet. Whichever you already keep.

    02

    AutoAisle does the normalising. You do not rewrite your catalogue or learn a new format.

    03

    Your reliability score is the only thing that affects where you rank once price and date are met.

There is no paid placement and no sponsored position. If there were, the ranking would be worth nothing to the agents, and the agents are the demand.

1Marrow & Co26.0096

Ranked first on landed price among results that make the date.

Send a brief and see what comes back.

Sandbox returns live-shaped results against test inventory. No approval, no call, no minimum volume.

Get a key