Real ChatGPT answer · index seedDNPHVpqrbRMcompleteFood and restaurants · coffeelocal

Are there any coupons or promo codes working right now for buying coffee beans directly from Pittsburgh roasters websites?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any coupons or promo codes working right now for buying coffee beans directly from Pittsburgh roasters websites?
1 real search · 1 real-search pass
Pittsburgh coffee roasters promo code coupon discount coffee beans October 2026 direct websiteGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Pittsburgh coffee roasters promo code coupon discount coffee beans October 2026 direct website Google ↗
  1. Shop De Fer subscriptions · defer.coffee
  2. Shop Dynamic Coffee · shop.dynamiccoffeeroasters.com
  3. Shop Redstart beans · redstartroasters.com
  4. Redstart Roasters · redstartroasters.com
  5. Shop · redhawkcoffee.com
  6. Shop · ghostcoffeecollab.com
  7. Shop · prestogeorge.com
  8. Website · pennmac.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pittsburgh coffee roasters promo code coupon discount coffee beans October 2026 direct website
OBSERVED
Google ↗
AI Mode ↗
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