Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Apollo | #3 | — | #1 | |
| Rox | — | #1 | — | |
| SalesforceTop pick | #1 | — | — | |
| HubSpot | #2 | — | — |
Mention rate over time
Share of engines naming each brand, weekly over the last 60 days (up to 8 brands).
Salesforce is named by 33% of engines today.
Responses
What each engine answered, and how the shortlist moved.
Common mistakes when buying a sales engagement platform The biggest mistake companies make when purchasing a sales engagement platform (SEP) is choosing based on features and demo performance rather than how well the platform supports their actual sales process. A platform can have impressive AI capabilities, multichannel sequences, automation, and analytics but still fail to generate ROI if reps don't adopt it, CRM integrations are weak, or the underlying prospect data is poor. Here are the 10…
- Salesforce — How to avoid it: Test the actual integration with Salesforce, HubSpot, or your existing CRM.
- HubSpot — How to avoid it: Test the actual integration with Salesforce, HubSpot, or your existing CRM.
- Apollo — These selection and implementation issues are also highlighted in buying guidance from Apollo and Rework. New this week
Dropped from this engine’s shortlist this week: Outreach
Common mistakes when buying a sales engagement platform include: Buying for features instead of a specific bottleneck. Define the workflow you need to improve—prospecting, sequencing, follow-up, CRM hygiene, or pipeline visibility—before comparing feature lists. Optimizing for send volume. High email limits can damage deliverability and brand reputation if the platform lacks throttling, authentication guidance, bounce monitoring, and domain-warming controls. Assuming “CRM integration” means…
Dropped from this engine’s shortlist this week: Outreach
Purchasing a sales engagement platform (SEP) is a major investment that can supercharge your sales team—or become an expensive piece of shelfware if chosen poorly.[](https://www.apollo.io/insights/what-are-the-most-common-mistakes-mid-market-companies-make-when-selecting-a-sales-platform) The most common mistakes organizations make during the evaluation and buying process include: Choosing by brand over fit: Succumbing to demo bias or picking an enterprise giant because of name recognition…
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| rework.com | Web | 3 | ChatGPT, Perplexity |
| apollo.io | Brand site · Apollo | 2 | ChatGPT, Google AI Mode |
| zeliq.com | Web | 2 | Perplexity |
| avair.ai | Web | 1 | Perplexity |
| ciopages.com | Web | 1 | Perplexity |
| heysid.com | Web | 1 | Perplexity |
| highspot.com | Web | 1 | Perplexity |
| rox.com | Brand site · Rox | 1 | Perplexity |
| salestarget.ai | Web | 1 | Perplexity |
| salesworx.ai | Web | 1 | Perplexity |
| voxwise.com | Web | 1 | Google AI Mode |