Apollo.io

How often 10 AI models recommend Apollo.io, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

100%of all answers on this question

Best standing

#1of 41 on Best sales engagement platforms

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best sales engagement platforms 10

• Claude Haiku 5.5Combines prospect database with sequencing at a low price, ideal for lean outbound teams.
• GPT-6 LunaCombines prospect data and capable sequencing in an accessible, efficient platform.
• Gemini 4 ArgonCombines a massive B2B contact database with robust sequencing at an unbeatable value.
• Qwen 3.8 FlashCombined data, sequencing, and dialer makes it a top all-in-one outbound choice.
• DeepSeek V4 ProMassive built-in B2B contact database combined with solid sequencing at a competitive price.
• GLM-5.3Best all-in-one: massive contact database plus engagement at fair pricing.
• Kimi K3Best value combining a massive contact database with solid sequencing at low cost.
• MiniMax M3Combines a huge B2B database with built-in sequencing at a great price.
• Mistral Large 4Unbeatable value combining prospecting database with engagement tools at accessible pricing.
• Nemotron 3 UltraAll-in-one platform combining engagement, data intelligence, and lead database access.

Against the competition

Each question's products ranked by the share of all answers that named them, Apollo.io highlighted.

Best sales engagement platforms

41 products named in 120 answers across 4 wordings

In nearly every answer

Apollo.ioOutreachSalesloft

Contested

1. 4HubSpot87%
2. 5Reply.io83%
3. 6Lemlist60%
4. 7Clari (Groove)55%
5. 8Mixmax47%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best sales engagement platforms	100	100	100	100	100	100	100	100	100	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best sales engagement platforms	100	100	100	100

Head to head

Against the products named most often on the same questions

Apollo.io vs OutreachApollo.io vs SalesloftApollo.io vs HubSpotApollo.io vs Reply.ioApollo.io vs LemlistApollo.io vs Clari (Groove)

Compare with another product

Work on Apollo.io? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.