Twenty
Twenty 2.52 lets apps run their own account-connection flows and adds inbox sharing.
Comparison · CRM
Close CRM vs Snov.io
A side-by-side editorial comparison of Close CRM and Snov.io — release velocity, themes, recent moves, and the top alternatives to consider.
Close CRM vs Snov.io: at a glance
What is Close CRM?
Close takes Chloe Chat out of beta for every customer, a month after OIDC SSO.
Close is shipping on three tracks. Its assistant Chloe is now generally available as Chloe Chat, answering pipeline questions, preparing a rep's day, analyzing data and taking actions from any page. Voice agents run on the rebuilt telephony layer with skills like Schedule Meeting, and the October 13 release added a central Security page with OIDC single sign-on alongside update-only Workflow triggers.
What is Snov.io?
Snov.io adds ChatGPT and Claude AI, then ships AI-powered web enrichment in consecutive monthly drops
Snov.io has been building toward an AI-augmented sales intelligence stack through 2026. The July release added ChatGPT and Claude AI integrations alongside an n8n node and company enrichment, and August followed with AI-powered web enrichment and data cleaning. The platform is moving from a data-scraping prospecting tool toward something closer to an AI-assisted research and outreach engine.
Close CRM vs Snov.io: editorial side-by-side
Close CRM
5.0CRM
Close takes Chloe Chat out of beta for every customer, a month after OIDC SSO.
◆ Current state
Close is shipping on three tracks. Its assistant Chloe is now generally available as Chloe Chat, answering pipeline questions, preparing a rep's day, analyzing data and taking actions from any page. Voice agents run on the rebuilt telephony layer with skills like Schedule Meeting, and the October 13 release added a central Security page with OIDC single sign-on alongside update-only Workflow triggers.
◆ Where it's heading
Chloe has moved from a beta chat to the default way into the app: a command-palette fallback in September, notification threads, and now GA for all accounts. Paired with voice agents that act on phone numbers and Workflows that react to record updates, Close is building a CRM where assistants and automation do more of the work, with SSO and a security page arriving as the governance layer that buyers ask for.
◆ Prediction
Expect Chloe to gain more write actions and to connect with Workflows or voice-agent skills now that it is GA; the truncated entry doesn't list which actions it can take today.
Snov.io
3.8CRM
Snov.io adds ChatGPT and Claude AI, then ships AI-powered web enrichment in consecutive monthly drops
◆ Current state
Snov.io has been building toward an AI-augmented sales intelligence stack through 2026. The July release added ChatGPT and Claude AI integrations alongside an n8n node and company enrichment, and August followed with AI-powered web enrichment and data cleaning. The platform is moving from a data-scraping prospecting tool toward something closer to an AI-assisted research and outreach engine.
◆ Where it's heading
The enrichment push — AI web enrichment, company data, Clay integration — signals Snov.io is competing on data quality and reach rather than just email finding. LinkedIn automation is maturing in parallel. The next visible arc is tighter AI-to-outreach pipelines: the Claude and ChatGPT integrations likely feed into sequence personalization, not just enrichment cleanup.
◆ Prediction
AI-powered sequence personalization using enrichment data is the logical next step — the pieces (AI integrations, enrichment pipeline, outreach sequences) are all in place and likely to be connected in coming months.
Alternatives to Close CRM and Snov.io
Other CRM products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Close CRM or Snov.io.
Twenty
Twenty 2.53 lets apps lock field permission actions, a day after role-aware relation pickers.
IntegCRM
IntegCRM keeps building out invoicing, bookings, forms and email for service businesses.
Folk
folk ships a French interface weeks after moving its data storage to Europe.
GroupOffice
GroupOffice patches its current 26.0 line and the older 25.0 line on the same afternoon.
Corteza
Corteza 2026.9.0 goes final after a week of single-fix candidates.
See all Close CRM alternatives → · See all Snov.io alternatives →
Recent activity from Close CRM and Snov.io
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9d agoClose CRMChloe Chat is out of beta for all Close customers
- 16d agoClose CRMClose adds a central Security page and OIDC single sign-on
- 17d agoClose CRMTrigger Workflows on updated events
- 23d agoClose CRMVoice agents get a single Schedule Meeting skill
- 23d agoClose CRMTemplate Creation from Email/SMS
- 1mo agoClose CRMAsk Chloe a question from the command palette
- 1mo agoSnov.ioSnov.io August: AI-powered web enrichment and bulk email search ⚡
- 3mo agoSnov.ioSnov.io July: ChatGPT and Claude integrations, company enrichment, n8n node ⚡
- 3mo agoSnov.ioJune Updates: New Enrichment Features, API Improvements & More on the Way
- 4mo agoSnov.ioWeb Summit Rio: Snov.io Research Shows Multichannel Outreach Delivers 85% More Replies in Brazil
- 4mo agoSnov.ioMay Updates: Smarter Deliverability Checks and a Big Launch in June
- 5mo agoSnov.ioApril Showers Bring Sales Suite, Feature Requests, and More Snov.io Updates!
Frequently asked questions
What is the difference between Close CRM and Snov.io?
They serve adjacent needs but don't currently overlap on shipped themes. Close CRM is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Close CRM better than Snov.io?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Close CRM is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other CRM products to evaluate alongside.
What are the best alternatives to Close CRM?
Top Close CRM alternatives in CRM are ranked by recent ship velocity. Browse the "Close CRM alternatives" section above for the current picks, or visit /alternatives/close-crm for the full list with editorial commentary on each.
What are the best alternatives to Snov.io?
Top Snov.io alternatives in CRM are ranked by recent ship velocity. Browse the "Snov.io alternatives" section above for the current picks, or visit /alternatives/snovio for the full list with editorial commentary on each.