AI agents for two-sided marketplaces.

The four bottlenecks we see in marketplaces

Two-sided marketplaces have a particular shape of pain. Once you cross liquidity in a category, the operational load grows faster than headcount. Supply intake, listing quality control, seller communications, buyer support, SEO landing pages — all of it scales linearly with volume, and the founder ends up hiring an ops person every six weeks just to stand still.

Managed agents are a good fit here because most of this work is structured, repetitive, and language-heavy. The judgement calls — moderation appeals, supplier disputes, fraud flags — stay with humans. The mechanical work doesn't.

1. Supply onboarding is a manual funnel

New sellers apply, someone reads the application, someone checks the listings, someone writes a welcome email, someone schedules a call. The Operations Team builds a structured intake: enrichment, quality scoring against your published criteria, draft welcome sequences, scheduled human review. A named ops person approves activation. Throughput typically goes up 3-5x without adding headcount.

2. Listing quality drifts as you scale

Half-finished descriptions, missing images, wrong category, inconsistent pricing. The Operations Team runs continuous listing hygiene — flag, route to seller with a templated nudge, escalate to a human if no fix in 7 days. Buyer-facing quality improves measurably inside two months.

3. Content engine for the long tail of SEO

Marketplaces live and die on category pages, location pages, and supplier-type guides. Most teams have 50 great pages and 5,000 missing ones. The Growth Team builds the programmatic SEO layer — see how programmatic SEO works with agents — and writes the editorial layer on top. Operator-edited, intent-matched, no thin pages.

4. Tier-one support is drowning

80% of tickets are the same 15 questions. The Operations Team builds an agent-drafted reply layer inside your help desk (Zendesk, Intercom, Front, HelpScout). The agent drafts; a tier-one human reviews and sends. Volume doubles; ticket-to-resolution time drops. Tier-two and moderation cases route to the right human, with full context attached.

What the first 90 days look like

The first month is setup and calibration. Anyone promising listing-quality lift in week one is selling you a demo, not a service.

• Week 1. Discovery, NDA, DPA, access to admin tooling and support inbox (read-only at first), agent configuration. No external output.
• Week 2. First operator-reviewed drafts — welcome sequence, listing-quality audit baseline, support reply templates. Internal preview only.
• Week 3-4. First live workflows go on. Listing hygiene runs on existing inventory. First support agent drafts start landing in the queue (still human-sent).
• Month 2. Steady-state cadence. 45-minute review with the named operator. Calibration of quality thresholds, support templates, content topics.
• Month 3. First honest readout: supply throughput, listing quality score, support volume vs. resolution time. Where to push harder, where to dial back.

Pricing for marketplaces

We publish ranges. All managed, all operator-supervised, month-to-month after a 30-day commitment.

• €1,500/month. One team, one category or one workflow. Good pilot. Example: Operations Team running supply onboarding for one vertical.
• €3,500-€7,000/month. Two teams. Most marketplaces sit here. Example: Operations + Growth (ops + content engine), or Operations + Research (ops + market mapping).
• €9,000/month and up. Multi-team scopes. Usually 25+ person marketplaces with several categories live.

For the broader framework, see how to choose an AI agents services company, or the marketplace-specific overview in AI services for marketplaces.

What we explicitly don't do

Marketplaces sit under the EU Digital Services Act and, for some categories, sector-specific regulation. We are conservative about scope.

• No automated moderation decisions on user-generated content. Agents flag, prioritise, and route — humans on your ops team make the call. No auto-ban, no auto-remove, no auto-suspend. DSA-aligned appeal rights stay with your team.
• No KYC, AML, or payments compliance. These are handled by your licensed payments provider or in-house compliance function. We can draft policy copy; we never make the regulated decision.
• No fraud adjudication. Agents can flag patterns. Humans investigate and act.
• No replacement for your category managers. Supply judgement, vendor relationships, strategic pricing — these stay with humans who own the P&L.

How agents and your ops team split the work

The model that works for marketplaces: agents handle volume, humans handle judgement. Supply intake screening, listing quality flags, support template generation, content production — all volume. Moderation calls, supplier disputes, fraud investigations, category strategy, vendor relationships — all judgement, all human. A 20-person marketplace with one ops lead typically frees up 30-50 hours of ops capacity per month inside the first 90 days, which usually translates to one role you don't have to hire yet.

You get a named operator who learns your category, your quality bar, your sellers, your common support issues. Same operator every month. They sign every workflow change and run the monthly review.

Related industry pages

Some of our marketplace clients sit at the intersection of e-commerce and SaaS, or service supply that originates from recruiting partners. If that's you: AI agents for e-commerce, AI agents for B2B SaaS, AI agents for recruiting agencies. Also: all four agent teams and book an intro call.

FAQ

Do you automate content moderation decisions?

No. Agents flag, prioritise, and route — humans make the final call. Under the EU DSA, moderation needs a human reviewer with appeal rights, and we run it that way.

What size of marketplace is this best for?

Marketplaces between 5 and 60 employees, post-liquidity in at least one category, usually €1M-€20M GMV.

Can agents onboard new suppliers?

Yes — agents do the prep, scoring, and welcome sequence drafts. A named ops human approves activation. We do not auto-activate.

How do you handle KYC and payments compliance?

We don't. KYC, AML, and payments compliance go through your licensed provider or in-house compliance team. We can write the policy docs and user-facing copy, never the regulated decisions.

What does it cost?

Pilot from €1,500/month. Most marketplaces sit at €3,500-€7,000/month for two teams. Multi-team scopes run €9,000/month and up.