Real ChatGPT answer · index seedAq8vxgO7qKUcompleteMarketing and advertising · marketing agenciescomparison

What are the main differences between MediaMath and The Trade Desk for a small advertising agency looking at programmatic options right now?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between MediaMath and The Trade Desk for a small advertising agency looking at programmatic options right now?
2 real searches · 1 real-search pass
MediaMath current status 2026 Infillion platform agency DSP ownership relaunchGoogle ↗
OBSERVEDOther / navigational
The Trade Desk 2026 platform Kokai agency access minimum spend pricing small agenciesGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
MediaMath current status 2026 Infillion platform agency DSP ownership relaunch Google ↗
The Trade Desk 2026 platform Kokai agency access minimum spend pricing small agencies Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MediaMath current status 2026 Infillion platform agency DSP ownership relaunch
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
The Trade Desk 2026 platform Kokai agency access minimum spend pricing small agencies
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1