AdsGency Raises $12M to Build the World’s First Agentic Ad Agency

The Hypothetical 10-Slide Deck That Might’ve Landed $12M

(Even though, knowing Bolbi, she probably skipped slides and just let the demo do the talking.)

Slide 1: Hook — “Advertising, Rebuilt for the Agentic Era”

Content:

• Headline: “Not another ad tool. A self-running ad agency.”

• Subhead: LLM agents that plan, execute, and optimize campaigns across every channel — automatically.
  Investor Lens: Sets ambition from slide one — new category, not incremental improvement.
  My 2 Cents:
  Most founders say “we use AI.” Bolbi says “we replaced humans.” It’s a stronger hook — and 10x riskier. That’s why it works.

Slide 2: The Problem — “Ad Chaos Is the Norm”

Content:

• 12+ disconnected tools per campaign.

• Manual reporting, missed attribution, channel silos.

• Teams overworked and insights underused.
  Investor Lens: Chaos + cost = trillion-dollar inefficiency.
  My 2 Cents:
  Every investor has seen this pain up close. The magic isn’t showing chaos — it’s showing clarity after it.

Slide 3: Market Context — “$400B Waiting for Automation”

Content:

• Global digital ad market = $400B+.

• 90% still managed manually or via slow agencies.

• Fragmented workflows = 40% wasted spend.
  Investor Lens: Huge TAM + inevitability of automation.
  My 2 Cents:
  If the pitch is “we make humans faster,” it’s meh. But if it’s “we make humans optional,” that’s seed-round bait.

Slide 4: The Product — “One Platform. Infinite Campaigns.”

Content:

• Unified LLM stack: strategy → creative → execution → optimization.

• Integrations: Google, TikTok, Reddit, Pinterest, Salesforce, Snowflake.

• Output: 8x average ROAS.
  Investor Lens: Full workflow automation = defensible moat.
  My 2 Cents:
  Don’t just show screenshots. Show the timeline shrinking — from 2 weeks to 2 hours. That’s what sells time.

Slide 5: The Tech — “Agentic Orchestration at Work”

Content:

• Custom models trained on ad performance + creative data.

• Proprietary agent coordination layer (multi-LLM stack).

• Zero-party data system for privacy-safe attribution.
  Investor Lens: Data moat + technical credibility.
  My 2 Cents:
  Every AI startup says “fine-tuned.” Few can say “self-improving.” That’s the line that lands the check.

Slide 6: Proof — “The Results Speak Ad.”

Content:

• TAL Education → 3x ROAS.

• Mobvoi → 10x profit increase.

• Halliday → $3.3M revenue, 13x return.
  Investor Lens: Hard ROI data = instant trust.
  My 2 Cents:
  If your metrics make VCs’ eyebrows go up, stop talking. Let silence do the work.

Slide 7: The Competition — “Agencies Are Dead Software Companies”

Content:
Matrix showing:

• Agencies = slow + human-heavy.

• Tools = fragmented + reactive.

• AdsGency = unified + autonomous.
  Investor Lens: Clean framing → “category creation” vibes.
  My 2 Cents:
  Never trash competitors. Just show a world where they feel obsolete.

Slide 8: The Team — “Built by Ad Ops Veterans Turned Engineers”

Content:

• Bolbi Liu: Ex-DiDi, AWS.

• Core team: researchers + growth marketers.

• Advisors: ex-Google Ads, ex-Notion, data engineers.
  Investor Lens: Deep domain + technical execution.
  My 2 Cents:
  Founder-market fit isn’t a buzzword when the founder built the systems the incumbents still use.

Slide 9: The Vision — “From Ad Automation to Ad Autonomy”

Content:

• Phase 1: Ad creation + placement.

• Phase 2: Budget management + attribution.

• Phase 3: Autonomous campaign learning.
  Investor Lens: The roadmap writes its own value climb.
  My 2 Cents:
  The phrase “ad autonomy” is sticky. It’s narrative shorthand for a trillion-dollar shift.

Slide 10: The Ask — “$12M to Build the First Agentic Ad Agency”

Content:

• Raise: $12M seed.

• Use: Engineering hires, model scaling, market expansion.

• Goal: Replace agencies entirely within 5 years.
  Investor Lens: Clear capital logic. Big vision. Measurable milestones.
  My 2 Cents:
  Seed rounds aren’t for building companies — they’re for building inevitability.

Why It Works

AdsGency isn’t just automating ad buying. It’s replacing the agency model entirely.

It owns the story because:

• It feels inevitable.

• It shows numbers, not adjectives.

• And it’s run by someone who built this movie before — just inside Amazon.

That’s the rare founder–market–moment trifecta.