39 min

AI Agents Started a Race to the Bottom on Agency Prices: Loan Laux on One Person, One Account

Loan Laux on why one person with AI agents can now do an agency's work, why mid-market prices are falling, and how he'd price and run an agency today.

agency pricingAI agentsdiscovery and scopingone-person agenciesfixed-price workAI adoption

Guest

Loan Laux

Founder, Outgrow; Co-founder, Commerce Copilot

Loan Laux started as a software developer in Paris, freelancing for startups during the mid-2010s startup boom after leaving university six months in. He built that freelance work into an agency, sold it, and stayed on with the companies that acquired it. Today he runs Outgrow, helping agencies automate their workflows with AI, and co-founded Commerce Copilot, which turns discovery calls into a statement of work and a project plan.

Key Takeaways

  • 1.One account, one person — the winning small-agency model is a single person who understands the software life cycle and orchestrates AI agents like a team.
  • 2.Mid-market prices are falling as clients realize the work takes less effort; enterprise work will hold out longer.
  • 3.Discovery to delivery is the handoff to fix first — hours of client calls turned into an SOW and tickets is work for an AI, not a person.
  • 4.AI makes analysts superhuman, not redundant — it takes over most of the work while the person stays in charge.
  • 5.Put the boring work on a loop — his blog runs as an automated loop wired to analytics and search data.
  • 6.Don't use AI for branding — a language model predicts from what already exists, so it can't give you a genuinely original brand.
  • 7.Price fixed, and show up with a prototype — fix-price everything, cap revisions, and bring a working proof of concept to the sales meeting.
  • 8.Big companies are falling behind — locked-down machines and AI bans let smaller, nimbler agencies get the full benefit.

Full Transcript

0:54
Loan Laux

If there's one thing that has changed drastically, it's the ability for smaller agencies to have a proper jab at the bigger ones. That wasn't necessarily true before.

6:12
Loan Laux

Discovery to delivery has always been broken. I've never met anyone in the agency space who likes discovery. You sit on hours of calls trying to work out what the client wants in technical terms, then produce an SOW and a set of tickets for your team.

8:24
Loan Laux

Why is the agency world so underserved with purpose-built software? Because nobody in Silicon Valley cares about agencies. They don't even know we exist.

10:37
Loan Laux

The product world is brutal. In services, if you get it wrong, your clients tell you. With a product, they just churn, and you don't get a reason. You're left guessing a lot of the variables.

13:44
Loan Laux

Are coding tools a replacement for developers? No. Do they take over most of the work? Yes. You keep your developers; they're just superhuman now. I see the same future for business analysts.

18:52
Loan Laux

I do a lot of loop engineering. A Claude loop on a server writes our blog posts under strict editorial guidelines. It's plugged into Google Analytics and Search Console, so if a topic is ranking it keeps going, and if posts get zero clicks it finds another niche. I get a summary in Slack every Monday. It's like an employee.

20:34
Loan Laux

Don't use AI for branding. An LLM is a word-predicting algorithm built on text that already exists. There's zero chance it gets genuinely creative.

21:53
Loan Laux

The agency of tomorrow is one account, one person. Someone who knows how to orchestrate AI agents and treat them as a team. Clients will catch up to that, and prices will come down. We're already seeing a race to the bottom in the mid market.

24:14
Loan Laux

There's not much difference between an agency of five and a single person with twenty AI agents, as long as the workflow is well defined.

27:26
Loan Laux

Fix price everything. If you're doing Shopify work, there's no reason not to. And come to the negotiation table with a proof of concept. If you don't, someone else will, and you won't win the deal.

30:39
Loan Laux

I'd rather take a vibe-coded working prototype from a client than a 15-page RFP, any day. That's a sign of real collaboration.

36:07
Loan Laux

If I joined a 20-plus person agency today, the first process I'd redesign is the discovery-to-delivery handoff. A hundred percent.

FAQ

Frequently asked questions

Will AI agents replace agencies?

No, says Loan Laux, but they will change their shape. He expects many small and mid-market agencies to move to a model of one person per account who orchestrates AI agents. Enterprise work, with legacy systems and compliance requirements, will stay complex and human-heavy for longer.

Why are agency prices coming down?

Because one person with well-defined AI workflows can now do work that used to take a team, and clients are realizing it. Loan calls it a race to the bottom in the mid market. Agencies that keep pricing on effort will feel it first.

How should a new agency price its work?

Loan would fix-price everything for work like Shopify builds: average out the time a project takes, cap the number of revisions, and skip page-by-page estimates. He'd also bring a working proof of concept to the sales meeting, since it can now take about an hour to build.

What agency process should be automated first?

The handoff from discovery to delivery. Turning hours of client calls and documents into a statement of work, a risk review and structured tickets is slow, human-intensive work that AI handles well.

What shouldn't agencies use AI for?

Branding. Loan's view is that a language model predicts from text that already exists, so it produces derivative names and ideas. Brand exploration is the one thing he says to keep human.

Are big agencies or small agencies better placed for AI?

Small and nimble ones, in Loan's experience. Larger companies often lock down machines, ban generative AI or wait for leadership approval, while founder-led and mid-sized agencies can use AI fully today.

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