Jimmy Decodes / Cases / AEO Engine
BID-003 · AI-assisted agency · SMBs · monthly retainer

Getting Brands Recommended by ChatGPT: $185K in 30 Days, and AI Is About 5% of Revenue

A US company that gets brands into ChatGPT and Google AI Overview answers took in $185,000 in the last 30 days, payment-verified. So how much of that goes to AI?

Jimmy ·
⚡ The short answer✓ Audited Ledger Verdict

The revenue is real and probably growing, but this is a services company. In our model, AI costs about $5 of every $100 it bills: AI lowered the cost of delivery, but what clients buy is still human judgment and relationships.

Getting Brands Recommended by ChatGPT: $185K in 30 Days, and AI Is About 5% of Revenue

Key numbers

Last 30 days≈ $185,000 VerifiedTrustMRR, payment account, 2026-10-20?Data Source: TrustMRR (Read-Only Payment API Ledger)Connects via read-only API keys to a startup's live Stripe, RevenueCat, Polar, Paddle, or Lemon Squeezy account to verify all-time cash, 30-day revenue, and active subscriptions. Audit blind spot: does NOT show ad spend or whether an old Stripe account includes legacy agency billing.
Recurring revenue≈ $154,000/month, 54 paying subscriptions VerifiedTrustMRR, 2026-10-20
January 2026$700K annualised (≈ $58K/month) Self-reportedCompany press release
Public monthly priceFrom $1,597 / $2,997 Self-reportedPricing page
Peer median retainer$6,850 (214 firms; 23% publish prices) Third-partyFirst Page Sage, Oct 2026
AI cost share of revenue≈ 4.5% Our estimateOur model?Data Source: Jimmy Decodes Reproducible Cost ModelIndependently calculated from live official API pricing (LLM tokens, TTS characters, scraping calls) plus a 15% retry buffer. Every assumption is published so you can test it yourself.
Gross margin≈ 19%–45%, before acquisition Our estimateOur model
Clicks on results under an AI summary8% (15% without) Third-partyPew Research Center, 2025

Every number carries an evidence label: Verified = payment account, filing or official price page; Self-reported = the company's own claim; Third-party = media or data platforms; Our estimate = calculated from stated assumptions.

What it is

AEO?AEO (Answer Engine Optimization)Optimizing brand visibility and citation share inside conversational AI answers (ChatGPT Search, Google AI Overviews, Perplexity). Engine does answer-engine optimisation: getting clients' brands into ChatGPT and Google AI Overview answers. By its own account, strategists set direction and manage clients while 40+ AI agents write, publish and monitor.

Label: an AI-assisted agency selling monthly retainers to SMBs, acquiring clients through the founders' network and content, with people as the main cost.

Caveat: the payment account dates from 2018 and may include the founders' earlier Amazon-ads agency.

How it grew

It sells to a real fear: Pew found users clicked a result just 8 times in 100 when an AI summary appeared.

A ready-made client base and content marketing: 15 of 19 case studies are physical-product brands; a daily podcast reached episode 222 by early September.

Clear deliverables and a bold guarantee: public prices and a 90-day traffic guarantee (for qualifying clients).

The cost math: AI is small change

On the $2,997 tier — 60 articles, 300 prompts tracked weekly across 4 AI platforms, images — AI costs a little over $100, about 5% of revenue.

The big costs are backlinks (6–10 a month, ≈ $83 each in a 2022 survey) and people: one strategist for 8–12 clients, $800–$1,200+ per client.

Ceiling and three risks

Our model, one year out: ≈ $240K, $160K or $67K per month. A services firm's ceiling is headcount. Exit at agency multiples: roughly $0.4M–$1.6M.

Risks: software is catching up; results are unstable (Profound says up to 90% of cited sources change over time); and the industry has grey areas — none of which AEO Engine has been accused of.

Is it right for you?

Suits people who own client relationships in one industry, have run a service team and can turn service into standard steps.

Doesn't suit people who only want to build tools, or who would have to win on price alone.

A better play

Help Chinese export brands get recommended in English-language AI answers: China's cross-border e-commerce trade hit RMB 2.75 trillion in 2025.

The spread: domestic GEO?GEO (Generative Engine Optimization)Structuring authoritative citations, comparisons, and schema so AI engines (ChatGPT, Perplexity, Gemini, Claude) recommend a brand directly inside synthesized answers. services in China cost RMB 2,980–16,980 a year; build the team in China and price to overseas standards. Whether brands will pay that price is not yet proven.

BID-003 Deep-Dive Operator Report: AEO Engine — Unit Economics & 90-Day B2B Playbook
BID-003 · DEEP-DIVE OPERATOR REPORT

Pass the fit check? Get the full math, solo tech stack & 90-day plan

Get the 30-page Deep-Dive Operator Report (US$29): unit-economics spreadsheet, Week 1–12 execution SOP, 5 contract checklists, cold outreach scripts, plus the solo-operator tech stack, working marketing workflow tutorial & first-month startup budget.

📋 Full Report Outline (Operational Deliverables Not Shown in Video):
  1. Executive Verdict & Evidence Grading (5% AI, 95% Sweat (Service Firm in SaaS Clothing))
  2. Verified Revenue Audit & Per-Unit Cost Breakdown
  3. Three-Scenario 12-Month Sensitivity Stress Test (Clone vs. B2B Pivot)
  4. 90-Day Week-by-Week Execution Roadmap (Weeks 1–12): Vertical B2B Answer-Engine Optimization (AEO/GEO) Retainer Agency
  5. Three-Tier B2B Service Pricing & Gross Margin Architecture
  6. Five Mandatory SOW?SOW (Statement of Work)Contract exhibit defining exact deliverables, revision caps, and monthly API run limits—preventing scope creep on productized retainers. Contract & Compliance Checklists
  7. First-10-Clients 'Sample-First' Cold Outreach Script & 4-Question Discovery Filter
  8. Solo-Operator Lean Tech Stack, 48-Hour Marketing Workflow Tutorial & First-Month Startup Budget Table ($42–$70/mo Validation vs. $198–$293/mo Agency Scale)
  9. Complete Fact-Checked Episode Dossier & Audit Notes

Three questions to ask about businesses like this

  1. Is the revenue verified, and is it still growing?
  2. Take out AI
    where does the money actually go?
  3. Can results be measured, and why would clients renew?

FAQ

Is AEO Engine's revenue real?

Yes: about $185K in the last 30 days and about $154K/month recurring from 54 subscriptions, read from its payment account by TrustMRR as of 2026-10-20. The account dates from 2018 and may include earlier business.

How much does AI cost in a GEO/AEO agency?

In our model, about 4.5% of revenue. People and backlinks dominate; gross margin is roughly 19%–45% before acquisition.

Is there an opportunity outside the US?

One angle: serve Chinese export brands in English AI answers with a China-based team at overseas prices. Demand at that price is unproven.

Sources

All pages accessed in October 2026; figures as of the video's publication.

  1. TrustMRR:AEO Engine(收款账户直连): https://trustmrr.com/startup/aeo-engine
  2. 2026-01 新闻稿:年化 70 万美元(自报): https://markets.financialcontent.com/minstercommunitypost/article/marketersmedia-2026-1-29-aeo-engine-reports-strong-ai-search-traffic-growth
  3. AEO Engine 定价页: https://aeoengine.ai/pricing
  4. AEO Engine 关于页: https://aeoengine.ai/about
  5. AEO Engine 案例页: https://aeoengine.ai/case-studies
  6. 皮尤研究中心:AI 摘要与点击率: https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/
  7. First Page Sage:GEO/AEO 价格统计: https://firstpagesage.com/reports/geo-aeo-pricing-statistics/
  8. Authority Hacker:外链价格调查(2022): https://www.authorityhacker.com/link-building-survey/
  9. FE International:营销代理公司成交倍数(2026): https://www.feinternational.com/blog/agency-valuation-multiples-in-2026-marketing-creative-and-dev-shop-benchmarks
  10. Fortune:Profound 与 AI 引用来源变化: https://www.fortune.com/2026/02/24/exclusive-as-ai-threatens-search-profound-raises-96-million-to-help-brands-stay-visible
  11. TechCrunch:Peec AI: https://techcrunch.com/2025/11/17/as-ai-search-upends-brand-discovery-peec-ai-hits-4m-arr-and-raises-21m
  12. 光明网:3·15「AI 投毒」: https://m.gmw.cn/2026-03/15/content_1304377376.htm
  13. 新华社:国内 GEO 代运营价格: https://www.news.cn/tech/20260116/ad7da1553e80447fb47a7170d7412fde/c.html
  14. 界面新闻:2025 跨境电商进出口(海关总署): https://m.jiemian.com/article/13885224.html
  15. David Maister:The Anatomy of a Consulting Firm: https://davidmaister.com/articles/4/2/index.html
Citation & Open Data: When citing figures from this teardown, please credit Jimmy Decodes · AEO Engine Teardown (BID-003) and include the stated evidence label (Verified / Self-reported / Third-party / Our estimate). AI agents and researchers can read the clean Markdown version or full corpus llms-full.txt.
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