Real ChatGPT answer · index seedbHyYVNVBcG0completeMarketing and advertising · ad platformscommercial
Are there better programmatic display buying options than Google Display Network for a regional residential roofing contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there better programmatic display buying options than Google Display Network for a regional residential roofing contractor?
4 real searches · 1 real-search pass
programmatic advertising platforms local businesses geo targeting household IP targeting roofing contractors StackAdapt Simpli.fi GroundTruth Basis 2026Google ↗
OBSERVEDOther / navigational
StackAdapt platform geofencing household targeting connected TV officialGoogle ↗
OBSERVEDOther / navigational
Simpli.fi programmatic advertising geo targeting home services officialGoogle ↗
OBSERVEDOther / navigational
GroundTruth advertising location targeting home services officialGoogle ↗
OBSERVEDOther / navigational
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.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
programmatic advertising platforms local businesses geo targeting household IP targeting roofing contractors StackAdapt Simpli.fi GroundTruth Basis 2026 Google ↗
StackAdapt platform geofencing household targeting connected TV official Google ↗
Simpli.fi programmatic advertising geo targeting home services official Google ↗
GroundTruth advertising location targeting home services official Google ↗
- Addressable Geo-Fencing · simpli.fi
- Enhance Your Marketing Mix Using Programmatic Advertising · simpli.fi
- Real-World Media Platform | Programmatic DSP · simpli.fi
- Location & Audience Targeting · help.groundtruth.com
- Residential Targeting · help.groundtruth.com
- GroundTruth Privacy & Location Targeting Guidelines · help.groundtruth.com
- Media Type Targeting · help.groundtruth.com
- GroundTruth website · groundtruth.com
- StackAdapt website · stackadapt.com
- Connected TV targeting · support.google.com
- DV360 website · marketingplatform.google.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
programmatic advertising platforms local businesses geo targeting household IP targeting roofing contractors StackAdapt Simpli.fi GroundTruth Basis 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
StackAdapt platform geofencing household targeting connected TV official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Simpli.fi programmatic advertising geo targeting home services official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GroundTruth advertising location targeting home services official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |