Real ChatGPT answer · index seedi3HAyCRnL18completeMarketing and advertising · web analyticscommercial

Which current analytics tool gives the best breakdown of email marketing return on investment for small e-commerce shops?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which current analytics tool gives the best breakdown of email marketing return on investment for small e-commerce shops?
3 real searches · 1 real-search pass
2026 best email marketing analytics ROI tools small ecommerce Klaviyo Omnisend attribution reporting pricing featuresGoogle ↗
OBSERVEDComparison
Klaviyo revenue attribution analytics campaign flow reporting ecommerce officialGoogle ↗
OBSERVEDReason
Omnisend sales attribution reporting email marketing ecommerce 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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 best email marketing analytics ROI tools small ecommerce Klaviyo Omnisend attribution reporting pricing features Google ↗
Klaviyo revenue attribution analytics campaign flow reporting ecommerce official Google ↗
Omnisend sales attribution reporting email marketing ecommerce official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best email marketing analytics ROI tools small ecommerce Klaviyo Omnisend attribution reporting pricing features
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Klaviyo revenue attribution analytics campaign flow reporting ecommerce official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Omnisend sales attribution reporting email marketing ecommerce official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1