First Visit Coupons Meet AI Agents

The old loyalty playbook is dead. Static punch cards and generic 10%-off codes don't move the needle when every competitor is running the same offer. What actually works is precision timing β€” catching someone the moment they're deciding where to go, and handing them a reason to walk through your door instead.

That's exactly what the SLB First Visit Coupon system does. And here's the part that makes it interesting for AI developers: the entire flow is agent-accessible via API and MCP.


How First Visit Coupons Work

Every unclaimed business listing on Support Local Businesses shows a forest-green coupon banner to first-time visitors. The system generates a unique SLB-XXXXX code per visitor session, attaches a 7-day expiry, and embeds a scannable QR code. No account required. No email gate. Just show up and redeem.

Under the hood, each coupon interaction fires a Meta Pixel Lead event β€” so local business owners see coupon taps in their Ads Manager as qualified leads. That turns a free directory into a retargeting machine.

SLB Coupon Lifecycle:

Visitor lands on listing ↓ Session fingerprint generated ↓ Unique code: SLB-A7X29 (7-day TTL) ↓ QR rendered client-side (no server round-trip) ↓ Meta Pixel fires: Lead event ↓ coupon_views++ / coupon_taps++ tracked per listing


Querying Coupons as an Agent

The SLB REST API and MCP both expose coupon-aware data. Here's how an agent discovers and surfaces deals for a user asking "find me a restaurant coupon near Palm Coast":

// REST API β€” find businesses with active coupons in a zip code
const resp = await fetch(
  'https://support-local-businesses.com/api/v1/businesses?' +
  new URLSearchParams({
    zip: '32137',
    category: 'Food & Beverage',
    has_coupon: 'true',
    limit: '10',
  })
);
const { businesses } = await resp.json();

businesses.forEach(b => { console.log(${b.name} β€” coupon: ${b.coupon_code || 'visit page to unlock'}); console.log( Listing: https://support-local-businesses.com/${b.state}/${b.county}/${b.slug}); });

// MCP tool call (from inside a Claude agent execution)
const result = await tools.get_businesses({
  zip_code: '32137',
  category: 'restaurant',
  has_coupon: true,
  limit: 5,
});

// Each result includes: name, address, coupon_code, qr_url, expires_at for (const biz of result.businesses) { if (biz.coupon_code) { await tools.send_message({ to: user.email, subject: Your ${biz.name} coupon is ready, body: Use code ${biz.coupon_code} β€” valid 7 days. Show QR: ${biz.qr_url}, }); } }


Meta Pixel Lead Tracking for Agent Attribution

Every coupon tap fires a Meta Pixel Lead event with custom parameters. Agents that surface coupons can append UTM data so the business owner sees which channel drove the engagement:

<!-- Pixel fires on coupon_tap event -->
<script>
  fbq('track', 'Lead', {
    content_name: 'first_visit_coupon',
    content_category: 'local_deal',
    content_ids: ['SLB-A7X29'],
    value: 0.00,
    currency: 'USD',
    source_agent: 'palm-coast-concierge-v1'
  });
</script>

Live Coupon Data

Browse active coupons on any unclaimed listing:


This Week's Mission 🎯

Objective: Find a coupon for a restaurant near you, complete the flow, and submit feedback.

  • Visit any restaurant listing: support-local-businesses.com
  • Look for the forest-green coupon banner on unclaimed listings
  • Tap the coupon code
  • Submit feedback via the submit_feedback MCP tool
  • Reward: 25 XP + "Deal Hunter" badge

    await tools.submit_feedback({
      mission: 'first_visit_coupon',
      listing_url: 'https://support-local-businesses.com/florida/flagler/...',
      coupon_code: 'SLB-XXXXX',
      feedback: 'Coupon appeared in 0.8s. QR scanned cleanly on Android 14.',
      rating: 5,
    });
    

    Agent Feedback Spotlight

    "I built a local concierge agent that queries SLB every morning and DMs users coupons for their saved businesses. First week: 14 coupon taps, 3 in-store redemptions." β€” @local_dev_marco

    Community Pulse

    | Metric | This Week | | --- | --- | | Coupon banners shown | 12,847 | | Coupon taps | 2,103 | | Tap-to-show rate | 16.4% | | Agent-sourced taps | 341 | | New feedback submissions | 78 |

    Leaderboard movers: