XpottingTurn every business card, deck and voice note into a qualified lead.
Xpotting is an agentic Gen-AI company-scouting engine paired with a CRM. Snap a card at a conference, drop in a pitch deck, or dictate a note — a dozen specialized agents extract the company, score the fit, draft the pitch and schedule the follow-up. All inside a strictly tenant-isolated workspace with an open REST API and a mobile client.
- Multi-tenant RLS
- Open REST API
- HU / EN native
- Mobile-ready
- SHA-256 API keys
You leave every event with a stack of cards and no time.
Business cards, decks, screenshots and half-remembered conversations pile up. By the time you sit down to research each company, score them, draft a personalized pitch and send the follow-up — the moment is gone.
Xpotting does the whole loop for you.
Upload a spot, the orchestrator dispatches specialized agents in parallel: they identify the company, judge the fit against your product, build a persona, research the market, generate a pitch, prioritize the lead and draft a bilingual follow-up email — usually in under a minute.
How it works
Four steps, fully automated. You stay in control at every step.
1 · Spot
Upload a business card photo, pitch deck, PDF, screenshot, or record a voice note in the mobile app.
2 · AI pipeline
Gemini-powered agents run in parallel: OCR, relevance scoring, buyer/partner persona, market research, pitch, qualification questions, prioritization.
3 · Lead + CRM
The result lands as a structured lead with contacts, classification, next steps and full history — deduplicated against what you already know.
4 · Follow-up + ideas
Ready-to-send bilingual email drafts, and an Idea Factory agent that mines your leads and profiles for new opportunities.
Everything a modern scout needs
One workspace, one API, one price to your operation.
Scouting Profiles
Model each of your products as a scouting profile — personas, use cases, knowledge base. Run parallel campaigns for different offerings.
Multi-tenant workspaces
Register once, invite your team. Row-Level Security guarantees other companies never read a single row of your data.
Agentic AI pipeline
12+ specialized agents orchestrated end-to-end: visual spotting, relevance, persona, market research, pitch, qualification, prioritization, follow-up, contact extraction, brainstorm.
RAG knowledge base
Ingest documents, transcripts and past leads. pgvector-backed retrieval gives every agent the context of your business.
Idea Factory
A brainstorm agent analyzes your scouting profiles, spots and leads to generate and rank concrete improvement ideas — deduplicated with embeddings.
Open REST API + mobile
Full OpenAPI 3.1, Bearer-token auth, SHA-256 API keys. The same API powers the web app and the native mobile client.
Built for people who meet companies for a living
Sales & BD managers
Qualify leads faster, ship personalized pitches, never lose a warm intro to your inbox again.
Conference scouts
Turn a suitcase of business cards into a ranked, enriched pipeline before you land back home.
Founders & C-level
See what your team is spotting in the market, spot patterns, and let the Idea Factory surface the next move.
The agents inside Xpotting
A specialized model for each job, orchestrated together.
- Visual Spotting
- Relevance
- Buyer / Partner Persona
- Market Research
- Pitch Generator
- Qualification Questions
- Prioritization
- Follow-up Writer
- Report Writer
- Contact Extraction
- Translator (HU/EN)
- Idea Factory
- Orchestrator
Enterprise-grade tenant isolation
Security is not a feature — it's the foundation.
Row-Level Security everywhere
Every table is RLS-protected. A user only ever sees data from companies they belong to — enforced in the database, not the app.
Hashed API keys
Personal API keys are SHA-256 hashed at rest. Signed upload URLs keep media out of public buckets.
Superadmin controls
Global toggle for public registration, invitation-only onboarding, and per-user role management.
Open API, mobile-ready
Build your own client, integrations or automations on top of the same REST API the web app uses. Full OpenAPI 3.1 spec, Swagger UI, Bearer tokens, versioned under /api/public/v1.
GET /api/public/v1/leads
Authorization: Bearer xpot_sk_••••••••
200 OK
{
"leads": [
{
"id": "ld_1f9…",
"company": "Acme Robotics",
"score": 87,
"next_step": "Send pitch v2",
"created_at": "2026-07-01T09:14:00Z"
}
]
}Connect ChatGPT, Claude or Cursor
Your workspace is also an MCP server. Connect your AI assistant and ask it to read leads, add contacts, or create new leads directly from chat — all scoped to your company with OAuth 2.1.
MCP server: https://xpotting.com/mcp Auth: OAuth 2.1 (user-scoped) Tools: whoami, list_leads, get_lead, create_lead, add_lead_contact, list_ideas ChatGPT / Claude / Cursor → "Add MCP server" → paste URL
Frequently asked questions
- What exactly is Xpotting?
- An agentic Gen-AI system that turns visual and textual scouting inputs (business cards, decks, notes) into qualified CRM leads with follow-up drafts.
- Who can see my data?
- Only members of your company. Every row is protected by database-level Row-Level Security — cross-tenant reads are impossible by construction.
- Can I use it in Hungarian?
- Yes. The UI and every AI output are natively bilingual (HU / EN). A Translator agent produces first-class Hungarian versions of every generated artifact.
- Is there an API?
- Yes — a documented REST API v1 with OpenAPI 3.1, SHA-256 API keys and Bearer auth. The mobile client uses the exact same endpoints.
- How do I get an account?
- Public registration is currently invitation-only. Ask your company admin to invite you, or contact us to open a new tenant.