Real ChatGPT answer · index seedLlmciCw6qMYcompleteMarketing and advertising · email marketingcomparison

Help me choose between Instantly and Lemlist for writing cold outreach sequences targeted at Series A founders with high deliverability needs.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Help me choose between Instantly and Lemlist for writing cold outreach sequences targeted at Series A founders with high deliverability needs.
2 real searches · 1 real-search pass
Instantly vs Lemlist 2026 cold email deliverability features pricing inbox placement officialGoogle ↗
OBSERVEDComparison
Instantly email warmup deliverability infrastructure campaign personalization Lemlist features officialGoogle ↗
OBSERVEDReason

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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Instantly vs Lemlist 2026 cold email deliverability features pricing inbox placement official Google ↗
Instantly email warmup deliverability infrastructure campaign personalization Lemlist features official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Instantly vs Lemlist 2026 cold email deliverability features pricing inbox placement official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Instantly email warmup deliverability infrastructure campaign personalization Lemlist features official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1