Real ChatGPT answer · index seedoFLD4UUn5BkcompleteMarketing and advertising · social media marketingcomparison
Comparing Instantly and Lemlist for micro influencer outreach: which one has better email warmup features to avoid spam folders?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Instantly and Lemlist for micro influencer outreach: which one has better email warmup features to avoid spam folders?
3 real searches · 1 real-search pass
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)
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
Instantly email warmup features deliverability warmup network inbox placement official Google ↗
Lemlist lemwarm email warmup features deliverability official Google ↗
Instantly vs Lemlist email warmup comparison 2026 Google ↗
- How Warm-Up Works and Why it's Important · help.instantly.ai
- Warmup Settings · help.instantly.ai
- What is Instantly? · help.instantly.ai
- How to set up and use lemwarm · help.lemlist.com
- lemlist vs Instantly: Which Is Better? (2026) · lemlist.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Instantly email warmup features deliverability warmup network inbox placement official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Lemlist lemwarm email warmup features deliverability official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Instantly vs Lemlist email warmup comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |