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What's the best cold email tool for a small B2B team that cares about deliverability?

Named most often right now: Smartlead (100%), Instantly (98%), lemlist (34%).

Cubsy Same rule as the front board. Often is a share of runs, not a place in line. Is AI picking you? Tap me for a free scan →

Brands

  • ChatGPT 20 runs
  • Gemini 20 runs
  • Google AI Mode 18 runs
  1. Smartlead Often named 100% of runs 94% to 100% · 58 runs GPT 100%Gem 100%AI 100%
  2. Instantly Often named 98% of runs 91% to 100% · 58 runs GPT 100%Gem 100%AI 94%
  3. lemlist Long shot 34% of runs 24% to 47% · 58 runs GPT 40%Gem 5%AI 61%
  4. Mailchimp Rarely named 10% of runs 5% to 21% · 58 runs GPT 0%Gem 5%AI 28%
  5. Brevo Rarely named 2% of runs 0% to 9% · 58 runs GPT 0%Gem 0%AI 6%

More than one model name was recorded in this window: gemini:Flash-Lite, gemini:3.5 Flash-Lite.

Sorted by share of runs. Not a rank.

Cited

  1. best cold email software i've tested from a deliverability and ... reddit.com · reddit · cited in 16% of stored runs · Google AI Mode All from reddit.com
  2. 9 Best Cold Email Service Providers for B2B (2026) salesforge.ai · other · cited in 12% of stored runs · Google AI Mode All from salesforge.ai
  3. 10 Best Cold Email Software for B2B Sales Teams (2026) overloop.com · other · cited in 10% of stored runs · Google AI Mode All from overloop.com
  4. The 8 best cold email software options in 2026 | Zapier zapier.com · other · cited in 10% of stored runs · Google AI Mode All from zapier.com
  5. 9 Best Cold Email Software in 2026 [Compared] - Warmforge warmforge.ai · other · cited in 5% of stored runs · Google AI Mode All from warmforge.ai
  6. Best Cold Email Tools in 2026: 9 Platforms Compared for B2B ... coldreach.ai · other · cited in 5% of stored runs · Google AI Mode All from coldreach.ai
  7. Best cold email tools for 2026: 12 platforms tested for deliverability ... guideflow.com · other · cited in 5% of stored runs · Google AI Mode All from guideflow.com
  8. Smartlead smartlead.ai · vendor · cited in 3% of stored runs · ChatGPT All from smartlead.ai
  9. Best Cold Email Tools for Small Teams: Scheduling, Sending ... mail250.com · other · cited in 3% of stored runs · Google AI Mode All from mail250.com
  10. Smartlead | Cold Email Software for Sales Teams That Run Outbound at Scale smartlead.ai · vendor · cited in 2% of stored runs · ChatGPT All from smartlead.ai
  11. Full API Documentation helpcenter.smartlead.ai · other · cited in 2% of stored runs · ChatGPT All from helpcenter.smartlead.ai
  12. Module 5.1: SmartDelivery Overview smartlead.ai · vendor · cited in 2% of stored runs · ChatGPT All from smartlead.ai
  13. What is Instantly? help.instantly.ai · other · cited in 2% of stored runs · ChatGPT All from help.instantly.ai
  14. Deliverability Guide help.instantly.ai · other · cited in 2% of stored runs · ChatGPT All from help.instantly.ai
  15. Best Cold Email Tools for B2B in 2026: Ranked | Leadriver leadriver.io · other · cited in 2% of stored runs · Google AI Mode All from leadriver.io
  16. 7 Best Instantly Alternatives for Cold Email in 2026 (Compared) lemlist.com · vendor · cited in 2% of stored runs · Google AI Mode All from lemlist.com
  17. 10 Best Cold Email Software Tools for B2B Outreach 2026 buzz.ai · other · cited in 2% of stored runs · Google AI Mode All from buzz.ai
  18. 8 Best Email Warmup Tools in 2026 Compared skrapp.io · other · cited in 2% of stored runs · Google AI Mode All from skrapp.io
  19. 11 Best Email Warm saleshandy.com · other · cited in 2% of stored runs · Google AI Mode All from saleshandy.com
  20. Smartlead Pricing Plans helpcenter.smartlead.ai · other · cited in 2% of stored runs · ChatGPT All from helpcenter.smartlead.ai

These are pages the engines cited for this question. Getting listed means being a source a buyer would trust, not planting fake reviews.

From the answers

About this question

What's the best cold email tool for a small B2B team that cares about deliverability?

Over the last four weeks, AI answers to this question named Smartlead (58 of 58 answers), Instantly (57 of 58 answers) and lemlist (20 of 58 answers) most often. That is how often a name shows up, not a ranking of quality.

How is this measured?

The question is asked as written each week in logged-out US sessions. A brand's figure is the share of this question's valid answers that name it, over a rolling four weeks. To see how AI answers treat your own brand, run the free AI visibility scan at agnostify.com/audit.

How we measure

Each question is asked as written, from a logged-out United States session on ChatGPT, Gemini and Google AI Mode.

How is a score calculated?

On a category board, the score is the share of every valid run across that category's questions that names the brand, over a rolling four weeks, with a 95% Wilson interval. Rows are ordered by the low end of that interval, so a brand named on one question cannot outrank one named across the category. A brand named in fewer than 10 runs, or on only one question, sits below the line as low confidence. On a question page the share is of that question's runs. Where a name sits in the answer is not a rank.

Which brands count where?

Names are matched to a reviewed brand list, and a brand counts only on questions in its own category. Names that are ordinary words, such as Streak, Loops and Instantly, count only when the answer clearly means the product. A CRM named as an integration in a meeting-notes answer is not a point on the meeting-notes board. A brand named in the question itself, as in “alternatives to Profound”, is not scored on that question, so those runs count neither for nor against it. A name that is not on the list stays off the board until a person adds it.

Will this match a signed-in chat?

A logged-out session has no memory and no personalization, so a signed-in person can see a different answer.

Cited pages are the sources that engine marked as citations, not every link in the raw response.

Run by Agnostify. Agnostify builds custom AI systems for teams, and measures how AI recommends brands. This board is a measurement, not a promise that a brand will be recommended.

Monday movers

Which names started and stopped showing up, once a week. The letter is not sending yet. This saves your place on the same list as the rest of Agnostify, tagged ai-picks. You will get a confirmation email first.