Mentionable
Know exactly where AI recommends you (and where it doesn't).
AI · Founded 2026 · France
- AI
- Analytics
- Marketing
- SaaS
Can you vibecode this?
Yes
The core loop — query LLMs daily, record citations, surface gaps, draft pages — is pure code. Prompt scheduling, API calls to ChatGPT/Gemini/Perplexity, citation parsing, and LLM-generated page drafts all ship cleanly. White-label reports and MCP integration are heavier, but contained.
The business
Total revenueEstimated from public sources and the business’s own reporting, not independently verified.
$15K+
Verified recently
Monthly revenueEstimated from public sources and the business’s own reporting, not independently verified.
$4K+/mo
↑ Growing · 60-day average
Peak month
~$6K
Best single month
For owners
Own Mentionable? List it for sale.
Founders read this page looking for a business to build like your $4K+/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
Shows brands exactly where AI engines cite them and drafts missing pages.
Problem
AI citations are invisible to standard analytics and SEO tools.
Audience
Brands and agencies running generative engine optimisation for clients.
Business model
Monthly subscriptions tiered by prompts tracked and number of projects, billed with Stripe.
Can you vibecode this?
Yes
The core loop — query LLMs daily, record citations, surface gaps, draft pages — is pure code. Prompt scheduling, API calls to ChatGPT/Gemini/Perplexity, citation parsing, and LLM-generated page drafts all ship cleanly. White-label reports and MCP integration are heavier, but contained.
Moat
- Proprietary data
- Switching costs
Why people pay Mentionable
Mentionable has 130K+ prompts already running monthly across 7 AI engines and 70+ brands with accumulated citation history. A fresh copy starts with zero historical tracking data, so a new customer cannot see how their AI visibility has shifted over time.
Product complexity
ModerateDaily querying of 7 live AI engines and AI-generated page drafts require ongoing prompt execution infrastructure.
Data
ModerateReal answers from ChatGPT, Gemini and Perplexity are fetched live via their APIs each day.
Integrations & infrastructure
LowGA4 and MCP connections are standard API integrations using customer credentials.
Human operations
LowMonitoring and page generation run automatically; no human delivery is involved.
Regulation / hardware
LowNo regulated industry or licensed activity is required to operate this business.
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
- AI visibility dashboard with competitor tracking, source analysis and AI page drafts
- Tiered monthly subscriptions (Growth, Pro, Agency) with Stripe
- GA4 and MCP 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: $4K+/mo already paid for it
- Passes: Proven model: Three monthly tiers: Growth 79€, Pro 149€, Agency 299€
- Passes: Proven need: Brands need daily AI citation tracking
- Passes: Buildable: Leapd builds it end to end
Build a SaaS web app that tracks brand citation frequency across major AI engines daily and generates optimised page drafts to close visibility gaps, sold as monthly subscriptions.
Product:
- Free plan with paid upgrades
- Customer dashboard showing brand citation share across 7 AI engines, broken down by prompt and competitor
- Daily prompt scanning that surfaces gaps where no AI engine cites the brand, ranked by severity
- AI-generated page drafts built from the structure and format of pages the engines already cite on each topic
- Competitor and source tracking showing which domains and rivals are cited in the brand's place
- Fan-out query capture that maps the hidden follow-up questions AI engines use before answering
- Backlink opportunity list ranked by impact score on AI visibility, with market price shown
- Shareable client-ready audit reports with white-label branding option for agency accounts
- 7-day free trial with no credit card required
- Email alerts and digest notifications for citation changes
Billing:
- Three monthly subscription tiers (Growth, Pro, Agency) charged with Stripe, scaled by prompts tracked, scan credits and number of projects
Integrations:
- Google Analytics 4 and MCP connected via their APIs using the customer's own credentials
Data:
- Live answer data fetched daily from ChatGPT, Gemini and Perplexity APIs to source real citation results
Business details
- Founded
January 2026
Less than a year old
- Country
France
- Audience
B2BSells to businesses
- Tech stack
- Domain ratingStrength of the website's backlink profile, from 0 to 100.
13 / 100
050100
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Questions
How much revenue does Mentionable make?
Mentionable has made $15K+ in revenue to date and brings in $4K+/mo, with its best month around $6K.
How does Mentionable make money?
Mentionable sells monthly subscriptions tiered by prompts tracked and projects, with higher tiers unlocking MCP integration, white-label reports and priority support.
Is Mentionable growing?
Yes. Revenue has been rising over the last 3 months.
Can you vibecode a business like Mentionable?
Yes, 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 →Founder interest
Nobody yet — be the first