How to start a AI Search Visibility Monitor (AEO/GEO) business: plan and growth
A solo founder wired Search Console to AI via MCP instead of the old 'keyword research, 50 posts, wait 6 months' loop and hit Google's top 10 in 25 days. The SEO playbook is aging fast.
An owner can start “AI Search Visibility Monitor (AEO/GEO)” from a complaint people already posted. The offer, in one line: Track whether ChatGPT, Perplexity and AI Overviews mention your product, and how to get cited more. It is for SaaS founders and marketers. Charge a subscription, and test a price between $50 and $199 a month. Begin in more than one country. Buyers already talk about this in r/SaaS. One thread gathered 43 votes and 51 replies across Sep 14, 2026 – Oct 14, 2026. Use that room to meet the first twenty buyers. Do not export it, and do not republish the posts. The idea, the evidence, and the market estimate on this page are free to read. Two paid prompts finish the job: one drafts the offer, the price, and a ninety-day calendar; the other drafts a month of conversations and proof. One credit unlocks both. A software specification is not on this site. When the company is the product itself, a single link further down opens the founder library.
If you dont have Distribution, Invest in SEO andr/SaaS · Sep 14, 2026 – Oct 14, 2026 · 43 votes · 51 replies · Open the thread
Who would pay
SaaS founders and marketers. Start in more than one country, and charge a subscription, testing a price between $50 and $199 a month.
The thread above is the public complaint this business can learn from. Verbatim quotes are not invented. Further sources, when a later report adds them, stay with the evidence.
What buyers use today
- Profound
- Peec AI
- Otterly
The offer, in our words
A tool that tracks if and how ChatGPT, Perplexity, Google AI Overviews and other answer engines mention a product, with concrete steps to raise citation odds.
Score 3.50, Hot. Pain, willingness to pay, demand, and the gap in current options drive it. We are not scoring how fast you can code.
Market size
An estimate, built from the bottom up: real customer counts × a realistic price. It shows the size of the prize, not a forecast.
TAM Total addressable
$36M a year
30,000 companies · SaaS companies worldwide (est.)
SAM Serviceable
$18M a year
15,000 companies · English-speaking, online
SOM Obtainable in 3 years
$360K a year
300 companies · 2% of the reachable segment in three years
What that means
300 companies at $100/mo = $360K ARR
Medium confidence · estimated Oct 2026
How we estimated this
- Base: 30,000 SaaS companies worldwide (est.).
- Has the problem: 100% (every SaaS company wants to show up in AI answers).
- Revenue per companie: $1,200 per year ($99/mo).
- Reachable: 50% (English-speaking, online).
- Three-year capture: 2% of the reachable segment.
TAM is customers with the problem × revenue per customer. SAM is the part a new business can reach. SOM is a cautious three-year share of SAM. The bars use a log scale. A share marked “assume” is our judgment, not a measurement.
Source: Commonly cited Statista-derived estimate; other databases say 42K–72K
The business-plan prompt
The offer, the price, and a ninety-day calendar, written for an agent. 1 credit unlocks both prompts for this idea: this plan and the growth playbook below.
# Business plan prompt: AI Search Visibility Monitor (AEO/GEO) You are writing a practical plan for one owner who will sell this as a business. Do not write a software specification, a venture memo, or a feature list. Use short sentences. Where a number is unknown, give a range and say what to measure. ## The business Working name: AI Search Visibility Monitor (AEO/GEO) What the customer gets: Track whether ChatGPT, Perplexity and AI Overviews mention your product, and how to get cited more. Who pays: SaaS founders and marketers
Locked · the first lines are above
Unlock both prompts for this idea · 1 credit ($9.99)
One credit opens the business plan and the growth playbook together, for good. Credits work on both businessideastobuild.com and realstartupideas.com.
Sign in once with your Real Startup Ideas account; the same credits work on both sites.
The growth playbook
Thirty weekdays of conversations and proof. Not an ad plan. Included with the plan above, on the same credit.
# Growth prompt: AI Search Visibility Monitor (AEO/GEO) You are planning thirty days of distribution for a business that already has an offer. The offer: Track whether ChatGPT, Perplexity and AI Overviews mention your product, and how to get cited more. The buyer: SaaS founders and marketers. Price band: between $50 and $199 a month. Do not propose ads, a viral loop, or a rebrand. Propose conversations, proof, and a repeatable weekly rhythm. ## Starting point A public thread in r/SaaS drew 43 votes and 51 replies. The pain, in the owner's words: A solo founder wired Search Console to AI via MCP instead of the old 'keyword research, 50 posts, wait 6 months' loop and hit Google's top 10 in 25 days. The SEO playbook is aging fast.
Locked · the first lines are above
Unlock both prompts for this idea · 1 credit ($9.99)
One credit opens the business plan and the growth playbook together, for good. Credits work on both businessideastobuild.com and realstartupideas.com.
Sign in once with your Real Startup Ideas account; the same credits work on both sites.
Questions
How much money do I need to start?
Enough to talk to buyers and deliver the offer once. A service version can start with a written process and a way to take payment. A software version is a larger bet and is not required to test the price. The band to test is $50–199 a month.
How should I price it?
Test a price between $50 and $199 a month, charged as a subscription. Raise it after three paid pilots, not before the first conversation.
Where do the first customers come from?
r/SaaS is the clue. A related thread gathered 43 votes and 51 replies. Show up there, follow the room's rules, and ask for conversations. Do not scrape it.
Do I need to write code?
No. The prompts on this page draft a plan and a month of growth. Code is a later choice. The founder site linked once below is where the build document lives, if you want it.
When the business is the software itself, the specification lives on the founder site. Get the build PRD
A two-week build starts at $10,000 on that site, after a $1,000 scoping fee.
Plans and growth playbooks
One credit opens both prompts for this business.
The idea, the evidence, and the market estimate stay free. The business plan and the thirty-day growth playbook for AI Search Visibility Monitor (AEO/GEO) cost one credit, together, and stay unlocked.
Credits work on both businessideastobuild.com and realstartupideas.com. Sign in once with your Real Startup Ideas account; it is the same wallet.