Rank Prompt
Rank Prompt helps users understand how their website shows up on AI Search Engines and how to improve it. AEO (AI SEO).
AI · Founded 2025 · United States
- AI
- SaaS
- Analytics
- Content Creation
- Marketing
Can you vibecode this?
Kinda
The core loop — query AI platforms, parse brand mentions, score visibility — ships in weeks. What pushes this to kinda is the breadth: reliable querying across six live AI engines, a content studio, citation outreach, GA4/GSC integrations, an MCP server, white-label agency suite, and a developer API all need to be solid before agencies pay.
The business
Total revenueEstimated from public sources and the business’s own reporting, not independently verified.
$200K+
Verified recently
Monthly revenueEstimated from public sources and the business’s own reporting, not independently verified.
$30K+/mo
→ Steady · 60-day average
Peak month
~$35K
Best single month
Growth
~4×
Early months vs recent
For owners
Own Rank Prompt? List it for sale.
Founders read this page looking for a business to build like your $30K+/mo one — some would rather buy one that already works. They skip the line, you get a clean exit. $25 one-time, no commission.
Why it works
Value proposition
Track, analyze and improve how AI assistants mention your brand.
Problem
Brands are invisible in AI search results and have no way to measure it.
Audience
Marketing teams and agencies managing AI search visibility for brands.
Business model
Tiered monthly subscriptions scaled by prompt volume and number of brands tracked, with a free first report.
Can you vibecode this?
Kinda
The core loop — query AI platforms, parse brand mentions, score visibility — ships in weeks. What pushes this to kinda is the breadth: reliable querying across six live AI engines, a content studio, citation outreach, GA4/GSC integrations, an MCP server, white-label agency suite, and a developer API all need to be solid before agencies pay.
Moat
- Proprietary data
- Switching costs
- Ecosystem embedding
Why people pay Rank Prompt
Rank Prompt has accumulated longitudinal AI visibility data across six engines for real brands like Mastercard and P&G, plus G2 reviews and case studies a fresh copy lacks. Agencies and teams embedded via GA4, GSC, WordPress, and MCP integrations face real switching friction.
Product complexity
ModerateA dashboard covering monitoring, content generation, SEO audits, outreach and an AI agent is substantial but buildable.
Data
HighLive responses from ChatGPT, Perplexity, Claude, Gemini, Grok and Google AI Mode require paid API access to each platform.
Integrations & infrastructure
ModerateGA4, Google Search Console and WordPress connections are standard API integrations using customer credentials.
Human operations
LowThe product is fully software-delivered; no human staff are needed to run reports or generate content.
Regulation / hardware
LowNo licenses or regulatory approvals are required to operate an AI visibility analytics platform.
Build this business
Use the build specification below with any AI coding tool, or build it directly with Leapd.
Build This with Leapd →Leapd builds
- Visibility dashboard with content studio, SEO audit and citation outreach
- Tiered monthly subscriptions by prompt volume with Stripe
- GA4, Google Search Console and WordPress connections
- A landing page
Leapd runs
- Cold email outreach to potential customers
- Meta ads
- LinkedIn and X posts
- SEO and AI-search visibility
- A daily report of what shipped
Opportunity check
- Passes: Proven market: $30K+/mo already paid for it
- Passes: Proven model: Tiered monthly subscriptions by prompt volume; free first report, then 7-day trial on paid plans
- Passes: Proven demand: 20K+ visitors a month
- Partly: Buildable: Leapd builds the product; the rest is months of work, or an approval you hold
Build a web app that tracks brand visibility across AI search platforms and sells access as tiered monthly subscriptions.
Product:
- Customer accounts with a brand dashboard showing visibility scores per AI platform and over time
- AI visibility monitoring: query results analyzed for brand mentions, scored 0-100% per engine and in aggregate
- Competitor tracking showing which prompts surface rivals instead of the customer's brand
- Content Studio generating optimized articles (comparison, ranked list, location page, case study, product deep-dive, FAQ) with schema markup
- Technical and Lighthouse SEO audit reporting Core Web Vitals and schema issues
- Citation tracker showing which domains AI platforms cite, with outreach campaign tools to build backlinks
- AI agent (Agent Mode) answering natural-language questions about visibility data and suggesting prioritized SEO tasks
- Scheduled reports delivered automatically on a customer-defined cadence
- Multi-brand and white-label agency dashboard with client portal and branded report delivery
- REST API with key management and OpenAPI 3.1 docs; MCP server for connecting AI coding tools
- Free AI visibility report on signup with no credit card required
Billing:
- Four monthly subscription tiers (Starter, Pro, Agency, Agency Plus) scaled by prompt volume and brand count, with a 7-day free trial on paid plans, charged with Stripe.
Integrations:
- GA4, Google Search Console and WordPress, connected through their APIs with the customer's own credentials.
Data:
- Live response data from ChatGPT, Perplexity, Google AI Mode, Claude, Gemini and Grok APIs, queried per brand and keyword to extract mention and citation data.
Business details
- Founded
May 2025
1 year in business
- Country
United States
- Audience
B2BSells to businesses
- Tech stack
- Domain ratingStrength of the website's backlink profile, from 0 to 100.
40 / 100
050100
Similar businesses
Questions
How much revenue does Rank Prompt make?
Rank Prompt has made $200K+ in revenue to date and brings in $30K+/mo, with its best month around $35K.
How does Rank Prompt make money?
Rank Prompt sells monthly subscriptions tiered by prompt volume and brand count, from Starter at 150 prompts to Agency Plus at 2,000, with a free entry report.
Is Rank Prompt growing?
Revenue is holding steady over the last 3 months. Since its early months, monthly revenue has grown about 4×.
Can you vibecode a business like Rank Prompt?
Kinda, with Leapd. It builds the product, then helps you find customers with outreach, ads and SEO. See the build spec →
Ready to build it?
The market is proven. The opportunity is real. Build your version with Leapd.
Build This with Leapd →