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Multi-Round Auctions: More from Every Impression

Kainar Kamalov

Published ‣ 3 min read

Most monetization platforms are designed to run a single auction per impression opportunity. All bidders compete once, under a single set of conditions.

CloudX takes a different approach. We give publishers the ability to run multiple auction rounds per impression opportunity, enabling more control and flexibility.

Why it matters

Waterfalls introduced sequencing, but limited competition per impression opportunity. Single auctions increased competition but at the expense of publisher control. Multi-round auctions give publishers the best of both worlds. Bidders compete head-to-head within each round, while publishers control which bidders participate in each round and under what terms.

A single auction where bid price is all that matters has the benefit of simplicity, but this simplicity comes with costs. One example: an inevitable race to the bottom in ad quality, and a subsequent hit to publisher retention. In a world where all $60 bids are treated equally, whether the ad is a 120-second non-skippable with a tricky close button or a 30-second skippable with an obvious one, the incentive structure is clear.

Many platforms that run auctions also run ad networks, meaning the auction holder is incentivized to give its own network complete and favorable access. Providing publishers with multi-round auctioning and control over buyer participation in each round may not serve the interests of the auctioneer’s own demand channel. CloudX doesn’t operate a network. We operate a marketplace platform with incentives fully aligned with our partners.

Multi-round auctions unlock things that aren’t possible in a single auction:

  • Increased pricing power — higher-value demand competes at higher floors first. Lower-value demand is only accessed if needed.
  • Prioritize preferred partners — give preferred demand partners preferred access, whether based on creative quality, strategic value, demand diversity, or any other reason.
  • Work more flexibly with buyers — structure access on your terms: PMPs, first-party data sharing, custom floors. More ways to create value for both sides.

The result: publishers extract more revenue from their inventory, with the ability to optimize for factors beyond bid price — creative quality, buyer relationships, and user experience, all with LTV in mind.

How it works

Line items define the rules. Rounds execute them.

Publishers don’t configure rounds directly. They configure line items, and the system groups them into rounds automatically.

A line item is a targeting rule paired with bidder configuration: for requests matching these conditions, the system invites the specified bidders and rejects anything below the stated floor.

Each line item includes a priority (1–10), targeting conditions, a bidder list, and a bid floor.

Every ad request carries attributes: country, OS, language, connection type, session depth. Matching line items are grouped by priority, and each priority level becomes a round.

Interactive: targeting & line-item matching

Ad request

Click attributes to change the request — line items re-match live.

Country
OS
OS version
Connection
Language
Session depth
ATT

3 of 9 line items match this request

  • High-value US iOS users with tracking consent. ATT authorized means the IDFA is available, so bidders can target precisely — the highest floor because this inventory is premium.

    Bidders
    Bidder A, Bidder B
    Floor
    $4.50
  • Broad North America targeting with no OS or ATT restriction — catches both iOS and Android across the US and Canada, at a lower floor than the premium tier.

    Bidders
    Bidder C, Bidder D
    Floor
    $2.00
  • The safety net. No targeting restrictions means every request matches, and the very low floor maximizes fill.

    Bidders
    Bidder A, Bidder B, Bidder D
    Floor
    $0.25
  • European markets targeting Germany and the UK with a language match. Strong CPMs in Western Europe make this segment worth its own priority tier.

    Bidders
    Bidder C, Bidder E
    Floor
    $3.00
  • Android users on newer OS versions (14+). Newer versions tend to have better ad rendering and viewability, so bidders value them more.

    Bidders
    Bidder B, Bidder F
    Floor
    $1.00
  • Premium Japanese segment — Japan has some of the highest CPMs globally. Requires Japanese language, iOS, and JP geo to qualify.

    Bidders
    Bidder C, Bidder D
    Floor
    $5.00
  • Targets deeply engaged users who have seen 5+ ad slots in this session.

    Bidders
    Bidder B, Bidder E
    Floor
    $1.50
  • LATAM users on cellular connections. The lower floor reflects lower CPMs in the region.

    Bidders
    Bidder A, Bidder D
    Floor
    $0.80
  • Korean users on Wi-Fi. Wi-Fi targeting is common for video ads or playable creatives that need reliable bandwidth.

    Bidders
    Bidder D, Bidder F
    Floor
    $2.00

The effective floor for a round is the minimum across all line items in it:

round_floor = MIN(li.bid_floor for each li in round)
// Every bidder in a round sees the same floor. No bidder-specific
// adjustments. This is what makes the auction fair and TEE-verifiable.

Interactive: round formation from line items

Change any line item’s priority or floor and watch it move between rounds. Only the 3 highest matching priorities become rounds.

  1. Round 1priority 1floor $4.50
    • 1Premium US iOS1$4.50
    • 1North America broad1$2.00
    Bidder ABidder BBidder CBidder D
  2. Round 2priority 3floor $5.00
    • 3EU broad3$3.00
    • 3Android modern3$1.00
    • 3JP premium3$5.00
    Bidder CBidder EBidder BBidder FBidder D
  3. Round 3priority 5floor $2.00
    • 5Engaged users5$1.50
    • 5LATAM cellular5$0.80
    • 5KR Wi-Fi5$2.00
    Bidder BBidder EBidder ABidder DBidder F
  4. Never becomes a rounddropped — 3-round limit
    • 8Catch-all8$0.25

4 distinct priorities match, but an auction forms at most 3 rounds — 1 line item in later priorities never enters the auction. Consolidate priorities to bring them back in.

Once rounds are formed, the system executes them sequentially:

  1. Enter the highest-priority round
  2. Send bid requests to all bidders in parallel
  3. Reject anything below the floor
  4. Select the highest valid bid

If a valid bid exists, return the winner. If not, move to the next round.

Because bidding happens server-side, all requests within a round go out simultaneously. Multi-round auctions operate within latency limits set with publisher fill rates and user experience in mind.

Interactive: multi-round auction execution

Drag the bid and floor sliders — the outcome updates live. The first round with a valid bid ends the auction. Four priorities matched here, but only the top 3 became rounds.

Round 1priority 1
Bidder Ano bid
Bidder Bno bid
Bidder Cno bid
Bidder Dno bid
floor$

No valid bids

Round 2priority 3
Bidder Bno bid
Bidder Cno bid
Bidder Dno bid
Bidder Fno bid
floor$

No valid bids

Round 3priority 5
Bidder Ano bid
Bidder Dno bid
Bidder Fno bid
floor$

No valid bids

Priority 8 · Catch-all (Bidder A, Bidder B, Bidder D) — dropped at round formation: auctions execute at most 3 rounds, so it is never called even when the rounds above go unfilled.

Priority 8 (Catch-all): dropped at round formation — auctions execute at most 3 rounds
--- Round 1 (floor $4.00) ---
Bidder A: no bid
Bidder B: no bid
Bidder C: no bid
Bidder D: no bid
No valid bids. Continuing...
--- Round 2 (floor $2.00) ---
Bidder B: no bid
Bidder C: no bid
Bidder D: no bid
Bidder F: no bid
No valid bids. Continuing...
--- Round 3 (floor $1.00) ---
Bidder A: no bid
Bidder D: no bid
Bidder F: no bid
No valid bids. Continuing...
All rounds exhausted. No fill.

Best of both worlds

Multi-round auctions preserve the benefits of unified bidding while giving publishers meaningfully more control over who competes, under what terms, and at what bid floor. Publishers are already seeing the benefits, and we expect these to compound as our platform continues to mature. If you’d like to learn more, reach out to hello@cloudx.io.