AI App Exposure Desk | Outbound Agent

Find AI-built app readiness leads before they become support fires.

The agent discovers public AI-built app surfaces, triages exposure signals, drafts responsible outreach, classifies replies, and moves interested owners toward paid review paths.

It is built for Lovable, Bolt, Replit, Cursor, Vercel, Netlify, Supabase, Firebase, Stripe, OAuth, and similar fast-shipped app stacks.

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Workflow

Not a form. A revenue agent.

AI App Exposure Desk is designed to find likely-fit owners, qualify the public signal safely, and move useful conversations forward.

Discover

Find candidates

Public search APIs surface app-builder hosts, managed backend indicators, dashboard/export language, and sensitive-workflow terms.

Triage

Score public signals

Passive checks inspect public HTML, headers, same-origin scripts, robots, sitemap hints, and public contact pages.

Gemini

Classify and write

The Gemini API receives redacted scanner facts and returns JSON risk classification, outreach drafts, and reply routing.

Advance

Route replies

Interested replies become review tasks. Opt-outs are suppressed. Unclear replies go to operator review.

Offer Ladder

The agent feeds a clear service path

01Lead

SignalCheck Lead Triage

Broad public-signal summary used for responsible outreach and qualification.

Free outreach hook.

02Outside-only

Public Surface Review

Owner-safe report with exact public findings where safe, risk score, and next steps.

$349 to $499.

03Authorized

Readiness Review

Written authorization unlocks repo, config, Supabase, Firebase, Stripe, OAuth, storage, logging, and deployment review.

$1,250+.

04Fix

Remediation Sprint

Scoped fixes for RLS, secret cleanup, auth/export guards, webhook verification, OAuth redirects, buckets, logs, and config split.

$3,000+.

Safety Boundary

Passive until written authorization

  • No login attempts.
  • No brute force.
  • No vulnerability exploitation.
  • No export or download clicks.
  • No private API probing.
  • No credential extraction.
  • No copying private records.
Infrastructure

Cloudflare state, Google Cloud trigger, Gemini calls

The agent uses Cloudflare Workers, D1, R2, and Queues for runtime and storage. A Google Cloud Run trigger plus Cloud Scheduler starts discovery runs for XPRIZE evidence. Gemini classifies risk, drafts outreach, and triages replies.

Deeper Dive

Review the operating docs

Pricing

Offer details

Compare Public Surface Review, Authorized Readiness Review, remediation, and regulated hardening.

Open pricing doc
Policy

Responsible discovery

Read the passive-only boundary and authorization rules.

Open policy doc
Outreach

Outreach playbook

See safe outreach language, auto-send guardrails, and suppression rules.

Open outreach playbook
Evidence

XPRIZE plan

See what gets tracked for users, revenue, costs, feedback, logs, reports, Gemini, and Google Cloud usage.

Open evidence plan
Next Step

Want this agent pointed at the right market?

Start with a review of the target categories, outreach rules, and paid-review conversion path.

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