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Business model · AI services & productized agencies

Agent readiness / AI-search visibility (AEO/GEO) service what founders report, what it costs, how to start

Show a business what ChatGPT & co. say about it (missing, wrong price, competitor recommended), then fix its 'agent-readable source of truth' and re-measure monthly.

Step 3 of 5 · Run a service Open
Checked4 days ago13 OCT 2026 · every 120 days

Grade B: Reliable source. The grade says how well-sourced this page is, not how good Agent readiness / AI-search visibility (AEO/GEO) service is. How well-sourced a page or fact is. Not a rating of the company. More in the glossary

Updated Checked Checked: we looked again and it was still right. Updated: something changed. More in the glossary

Run 20–50 buyer-intent prompts across major AI assistants for one vertical; screenshot the errors ('you're not selling the future, you're selling the screenshot'); fix with llms.txt, structured docs, parseable pricing, honest comparison pages, structured FAQs, schema markup, product feeds, changelog, optional MCP/search endpoint. Venture money confirms the category (Profound: $1.8B valuation, Sept 2026) — the opening for individuals is vertical depth.

How Agent readiness / AI-search visibility (AEO/GEO) service works

  1. Pick a vertical and write 20–50 buyer-intent prompts
  2. Run them across major AI assistants and screenshot the errors
  3. Fix the source of truth (llms.txt, docs, parseable pricing, comparisons, FAQs, schema, feeds)
  4. Re-run the prompts monthly and report changes
  • Category funding: Profound $96M (Feb 2026), $180M Series D at $1.8B (Sept 2026) 3 Press & research · grade A (official source) · 15 Sep 2026

What founders report earning

Advertised $3,000–20,000/project what the platform says
Monthly potential $2,000–20,000/mo after ramp-up, part-time
Ceiling High

Note $3k–10k audits for SMB/B2B; $10–20k for larger B2B (source's suggested pricing).

Pay figures are what platforms advertise or what workers report, each with its date. They are not typical or guaranteed earnings: yours depend on your skills, hours, location and how much work is available.

What it costs to start

Startup cost $0
Hours from 8 h a week async
  • Suggested pricing: $3k–10k audit + cleanup; $10–20k larger B2B; monthly re-run of prompts 1 Marketing claim · grade C (self-reported) · 13 Oct 2026

How to start

  1. Audit 3 businesses in one vertical for free to build examples
  2. Package an audit + cleanup offer
  3. Sell monthly re-measurement

Tips

  • Go vertical: generic AEO is crowded with funded players

Is it still working in 2026?

Evidence: None No recent case we know of. How many founders reported success with this model in the last 12 months. More in the glossary

Cases in the last 12 months 0
Latest case none yet

What to watch

  • AI answers are volatile, so results are hard to attribute
  • Funded tools compete for the horizontal market

Lawsuits and complaints are allegations unless a court has ruled. We report their status with dates and sources and update it when it changes.

Where this leads

Where people come from

The proof · #agent_readiness_geo Grade B · checked 13 Oct 2026

The proof

Every fact on this page with its type, grade, date and source. Report an error

Sourced facts 2 facts · type · grade · as of

  • Marketing claim Suggested pricing

    $3k–10k audit + cleanup; $10–20k larger B2B; monthly re-run of prompts 1

  • Press & research Category funding

    Profound $96M (Feb 2026), $180M Series D at $1.8B (Sept 2026) 3

Sources 4 sources · type

  1. Cloudflare will make 1000+ AI millionaires Community Greg Isenberg — Startup Ideas Podcast · podcast · accessed 13 Oct 2026 · published 2026 Private copy, not linked. Find on YouTube
  2. The Next $100B Market: Selling To AI Agents Community Greg Isenberg — Startup Ideas Podcast · podcast · accessed 13 Oct 2026 · published 2026 Private copy, not linked. Find on YouTube
  3. Profound raised $180M at a $1.8B valuation (AEO) Press & research The Next Web · press · accessed 13 Oct 2026 · published 15 Sep 2026
  4. Most Valuable Job of 2026: Marketing Engineer Community Greg Isenberg — Startup Ideas Podcast · podcast · accessed 13 Oct 2026 · published 2026 Private copy, not linked. Find on YouTube

Grade B (reliable source) · checked 13 Oct 2026 · re-checked every 120 days · how grades work · report an error

Changelog

Every change to this page, newest first. In the full changelog

  1. added all

    manual research (Claude) + sources listed · reviewer: owner review pending · grade B ·

Keep exploring

On the ladder

  1. 1 Paid tasks 25
  2. 2 Sell your skill 16
  3. 3 Run a service 12
  4. 4 Build an asset 20
  5. 5 Own a business 3

Step 3 of 5 · Run a service. You own the client relationship and package your work into clear offers.

More like this

Related

  • Step 3 · Service Open

    WebMCP / agent-conversion agency & 'agent mystery shopper'

    Make boring business websites usable by visitors' AI agents (WebMCP tools for quotes/bookings) and sell monthly 'can an agent complete the job?' test reports.

    Monthly potential $500–10,000/mo
    First money 30–120 days
    Cost to start $0
    Grade D means: Unconfirmed. The grade says how well-sourced this page is, not how good WebMCP / agent-conversion agency & 'agent mystery shopper' is. More in the glossary Unconfirmed Checked 4 days ago
  • Step 2 · Your skill Open

    Marketing engineer / AI growth operator

    The person who turns market signal into pipeline using agents, data, code and taste — in-house, as a consultant ($5–30k/month embeds) or as a productized service.

    Realistic pay ≈ $50–200/h
    First money 30–90 days
    Cost to start $0
    Grade C means: Self-reported. The grade says how well-sourced this page is, not how good Marketing engineer / AI growth operator is. More in the glossary Self-reported Checked 4 days ago