Spam-folder creep, falling open and reply rates, limited placement visibility, and the burden of manual throttling, domain rotation, and fragmented tools are constraining outbound performance.
A deliverability-first, programmatic stack solves this: built-in warm-up and placement tests with health alerts, dynamic send limits with multi-inbox/domain rotation, and a unified layer for AI BDR, CRM, and marketing.
This guide explains ten proven Artisan AI Alternatives and when to select each, focusing on capabilities, trade-offs, and fit for safe scale.
For organizations that prioritize deliverability and controlled growth, Stamina.io is a leading option.
What is Artisan.ai?
Artisan.ai is an AI first outbound sales platform built around Ava, an AI SDR that automates prospecting, messaging, follow up, and meeting booking.
Instead of stitching together multiple point tools, Artisan provides a consolidated environment for outbound operations and is positioned to run alongside or in place of junior SDR workflows without third party integrations.
How Artisan.ai works
Connect domains and mailboxes and set targeting, goals, and sending rules.
Import or enrich lead lists and define sequences and guardrails.
Ava researches prospects and drafts personalized messages and follow ups.
The platform sends campaigns, manages replies, and books meetings or hands off to reps.
Deliverability features include warm up, placement tests, health scoring, dynamic send limits per inbox, and automatic inbox and domain rotation.
Monitoring and alerts cover placement, bounce rates, and reputation drift, with reporting and CRM and calendar handoff.
Artisan Pros
Consolidated outbound stack that can run without heavy third-party tooling, centered on “Ava,” an AI SDR that automates prospecting, research, sequencing, sending, and follow-ups.
Deliverability controls built in: daily DNS checks (SPF, DKIM, DMARC, rDNS, A/MX), mailbox health scoring, ongoing placement tests, dynamic per-inbox send limits, and AI warm-up; also easy unsubscribe and bounce testing.
Native data and intent: claims 300M+ B2B contacts, global coverage in 200+ countries, and multilingual outreach; includes web scraping for intent signals.
LinkedIn outreach alongside email sequences for multi-channel campaigns.
CRM connectivity to HubSpot and Salesforce for exporting activity/prospects and suppressing existing CRM contacts from outreach.
Artisan Cons
No public list pricing; plans are customized and priced by outreach volume, which can complicate budgeting and scale-up forecasting.
AI autonomy works best for standard motions; third-party reviews note it needs guidance on complex or niche ICPs (i.e., closer to a junior SDR that still requires supervision).
LinkedIn outreach exists, but at least one comparison notes a lack of native InMail support; confirm scope if InMail is required.
Warm-up method includes sending to engagement bots; some teams with stricter deliverability policies may disallow this approach. (Method confirmed; policy sensitivity is an inference.)
Integrations beyond HubSpot/Salesforce are less clearly documented publicly; a competitor characterizes HubSpot sync as “basic,” so deep bi-directional workflows may require validation.
Artisan.ai Pricing
No public price list; all plans are quote-based.
Pricing is based on the volume of leads you do outreach to; costs can be split between BDR and AE seats.
Modules sold via “Request Pricing”: Lead Discovery (300M+ contacts, e-commerce and local business data, bounce testing), Data Enrichment (LinkedIn/X scraping, funding/news, technographics, hiring), Personalized Email Outreach, Personalized LinkedIn Outreach, and Email Deliverability (warm-up, health & placement monitoring, dynamic send limits, signature rotation).
Stamina.io
Stamina.io is a deliverability-first growth platform that combines AI warm-up, real-time placement monitoring, health scoring, and dynamic send limits with an integrated AI BDR (“Zara”), CRM, and marketing automation.
Features
AI-driven warm-up via a large “deliverability network,” with 1,000,000+ real email accounts in the pool.
Dynamic send limits that auto-adjust per inbox based on health metrics to reduce blacklisting risk.
Real-time inbox placement tests showing whether emails land in primary inbox or spam.
Health scoring and alerts in a native deliverability dashboard.
AI BDR (“Zara”) for prospect research and sequence generation, with access to 200M verified emails and signal-based personalization (e.g., funding rounds, job posts).
Unified CRM to track email, LinkedIn, SMS, and calls; marketing module for broadcasts and automated journeys.
Pros
Native deliverability dashboard with placement visibility and proactive health alerts.
Dynamic caps that adapt per inbox to prevent reputation hits and blacklist events.
AI BDR operates inside the same platform and data model, reducing tool handoffs.
Built-in CRM and marketing for post-reply nurturing without external systems.
Cons
The all-in-one scope typically requires coordinated onboarding across sales and marketing to realize full value (process implication).
Automated deliverability setup for domains/inboxes is available but listed as an add-on cost, which may affect total price at scale.
Warm-up relies on a positive-engagement network; teams with strict policies may wish to review methodology in security/compliance reviews.
Pricing
Base — $397/mo: self-serve onboarding; 10,000 monthly credits (used for enrichment/personalization); unlimited emails; deliverability automated setup available as an add-on.
Assisted — $797/mo: dedicated success managers and Slack; 10,000 monthly credits; unlimited emails; deliverability automated setup available as an add-on.
11x.ai
11x.ai provides “digital workers” for GTM teams,most notably Alice, an autonomous AI SDR that runs multi-channel outbound to book meetings, and Julian, an AI phone agent for real-time calls.
The platform emphasizes 24/7 operation, CRM sync, multilingual outreach, and a proprietary deliverability engine.
Features
Autonomous AI SDR (Alice): tracks market signals, targets buyers, personalizes sequences, handles replies, and books meetings on autopilot.
Cross-channel engagement: executes outreach across email and calls, with adaptive, multi-touch campaigns.
AI phone agent (Julian): learns from calls and operates around the clock for inbound/outbound conversations.
Buyer targeting & research: lead-scoring and deep research across social, public, and engagement data.
Inbound activation & revival: automatically acts on website visitors/high-intent signals and revives stale CRM leads.
Pros
End-to-end autonomy: AI SDR plus AI phone agent cover email and voice under one vendor.
Deliverability attention: explicit “Deliverability Engine” plus warm-up noted on product pages.
Global reach: built-in multilingual capability (over 100 languages).
Operational integration: CRM sync and data enrichment to personalize and report within existing systems.
Market traction: multiple funding rounds reported (Series A and B), signaling vendor maturity.
Cons
No public pricing: must request a demo to get a quote.
Higher entry cost (reported): third-party reviews cite ~$5k–$10k/month and annual commitments; some list starting tiers as high as $2.5k–$5k+/month.
Granularity vs. autonomy: external comparisons suggest it’s less suited if you need to tweak every step/message.
Opaque deliverability details: the site claims a deliverability engine, but methodology specifics aren’t publicly documented.
Pricing
Not published on the website (demo required).
Third-party estimates: reports range from $2,500/month per AI SDR to $5,000–$10,000/month with possible annual terms; no free trial noted by some reviewers.
Coldreach
Coldreach is an AI SDR platform that watches for buying signals and runs personalized outreach end-to-end.
It advertises 24/7 monitoring of your ICP, intent built from multiple public sources, and campaign execution with CRM-friendly handoffs. The site notes Y Combinator backing.
Features
Signal-driven targeting: Define custom intent rules; the AI researches 79M+ accounts in real time across 5+ data sources (e.g., job postings, news, company websites, 10-K filings, LinkedIn posts).
Always-on monitoring: The AI SDR continuously tracks accounts for fresh triggers and creates weekly exports of targeted lists.
Personalized sequencing: Messages are generated to match your tone, with personalization tied to the detected buying signals.
Auto-pilot outreach: The AI runs outreach 24/7 to hot leads to book meetings.
Integrations: Visuals on the site indicate connections with Salesforce, HubSpot, Salesloft, Outreach, Apollo, Slack, and Gong (plus LinkedIn/Sales Navigator), along with API options.
Deliverability stack (vendor-described): Aged domains, DNS setup, warm-up via a premium pool, dedicated sending IPs, and mailbox rotation to maintain inbox placement.
Pros
Granular, “plain-English” signals that are fully customizable for your product and motion.
Broad data coverage (site: 79M+ accounts) to reduce manual research time.
Hands-off execution with 24/7 outreach plus weekly refreshed account lists.
CRM/engagement tool alignment (Salesforce/HubSpot/Salesloft/Outreach/Apollo, Slack/Gong indicated on site).
Deliverability claims include aged domains, warm-up, dedicated IPs, and mailbox rotation.
Cons
No public pricing; purchase appears to require a demo.
Methodology opacity: The main site does not detail the deliverability methods; specifics are only described on G2. Validate during diligence.
UI/UX feedback: G2 reviewers mention UI improvements desired and occasional dashboard issues/learning curve.
Pricing
Not published on the website; prospective buyers are routed to “Book a demo.” Confirm tiers, inclusions (e.g., domain provisioning, warm-up), and terms with sales.
Salesforge
Salesforge is an all-in-one cold outreach platform that combines AI and human workflows with built-in deliverability protections.
From one dashboard you can run multi-channel campaigns (email + LinkedIn), connect unlimited mailboxes, use AI personalization/agents (“Agent Frank”), and manage replies centrally in Primebox.
Features
Multi-channel outreach: email + LinkedIn from a single interface; Agent Frank (AI SDR) available for autonomous campaigns.
Deliverability toolkit: unlimited premium warm-up (powered by Warmforge), Smart Mailbox Rotation, Dynamic IPs, and ESP Matching.
Primebox unified inbox: consolidates email + LinkedIn replies with AI tagging and optional Primebox AI reply assist; central view across addresses.
Scale levers: connect unlimited mailboxes and create unlimited workspaces; Growth plan adds unlimited LinkedIn senders.
Testing & ops: built-in Inbox Placement Test, Deliverability Health Test, blacklist checks, A/B testing, and multi-language sequences.
Pros
Transparent, low entry price with 14-day trial and no annual lock-in required; two months free on annual billing.
Unlimited warm-up and unlimited mailboxes included on both plans, uncommon at this price tier.
Deliverability controls baked in (rotation, dynamic IPs, ESP matching) rather than paid add-ons.
Primebox centralizes all replies across channels with AI sentiment and optional AI drafting, reduces tab-hopping and missed responses.
Growth plan unlocks scale features (unlimited users and LinkedIn senders, API, priority support) for teams moving beyond single-user setups.
Cons
Email infrastructure is separate: domains/mailboxes aren’t included; you must bring your own or purchase via the Forge stack (Mailforge/Infraforge/Primeforge).
Quotas on lower tier: Pro caps at 5,000 emails/month, 1,000 active contacts, and 100 personalization/validation credits—heavy senders will outgrow it quickly.
Agent Frank requires a demo to activate; not fully self-serve for AI autonomy.
Deliverability approach may not fit all policies: features like Dynamic IP rotation are opinionated,teams preferring fixed/dedicated IPs should validate alignment in security/deliverability reviews. (Inference based on listed “Dynamic IPs.”)
Pricing
Pro — $40/month: 1 user; 1,000 active contacts; 5,000 emails/month; 100 email validation + 100 personalization credits; unlimited contacts storage; unlimited mailboxes; unlimited premium warm-up; unlimited workspaces; Primebox; sentiment analysis; Smart Mailbox Rotation; Dynamic IPs; live chat support.
Growth — $80/month: unlimited users; 10,000 active contacts; 50,000 emails/month; 1,000 validation + 1,000 personalization credits; everything in Pro plus unlimited LinkedIn senders, multi-language sequences, A/B testing, personal onboarding, advanced settings, priority support, API, Primebox AI, ESP Matching, Knowledge Base replies.
Trial/terms: 14-day free trial; annual plans get two months free. Always confirm current pricing and inclusions on the pricing page.
Reply.io
Reply.io is a multichannel sales engagement platform with built-in deliverability tooling and an AI SDR (“Jason”) for autopilot or copilot outreach.
It supports email, LinkedIn automation, and calling, with unlimited email warm-up included per connected/purchased mailbox and starter pricing visible on its site.
Features
Email outreach + deliverability suite: anti-spam controls, reporting, and unlimited email warm-up bundled with each connected/purchased mailbox. Bulk mailbox import and management for scale.
LinkedIn automation: automated connection requests, messages (incl. voice), profile views, skill endorsements, follows, and “like recent posts,” usable as steps inside multichannel sequences.
AI SDR (Jason): Autopilot/Copilot reply handling, meeting booking, and targeting using 1B+ global contacts data and real-time intent signals.
Calling & dialer: cloud calls/dialer available; can be added per user.
Data & enrichment: “Live Data” credits included on plans for prospect discovery from a large B2B dataset.
Pros
Clear entry pricing and plan taxonomy published (Email Volume, Multichannel, AI SDR, Agency).
Warm-up included per mailbox plus bulk mailbox management simplifies large-pool operations.
Deep LinkedIn action set (messages, voice messages, endorsements, follows, post likes) enables richer pre-outreach warming and multistep sequences.
AI SDR with Autopilot/Copilot modes and large underlying dataset supports semi- or fully-automated workflows.
Cons
Add-on economics to model: mailboxes are a paid add-on (from $20/month each) and dialer is $29/user/month on applicable tiers,TCO depends on mailbox count and calling needs.
Multichannel & AI SDR pricing gated by sales for many configurations; exact inclusions can vary by plan.
Policy fit to confirm: warm-up and LinkedIn automation methods may be restricted by some organizations’ compliance/ESP or network policies,verify in diligence. (Inference based on warm-up and automation features.)
Pricing
Email Volume: starts from $159/user/month.
Multichannel: starts from $89/user/month.
AI SDR: starts from $500/month.
Add-ons: mailboxes start from $20/month each; dialer/cloud calls $29/user/month (some plans include one seat).
AiSDR
AiSDR is an AI SDR platform that finds and messages prospects across email and LinkedIn, packages research-driven personalization, and includes turnkey setup plus deliverability safeguards (warm-up, bounce checks, inbox rotation).
Plans are volume-based and include onboarding and Slack support.
Features
Prospecting & signals: Builds lists using buyer/hiring intent, funding/news mentions, tech stack, website visitors, LinkedIn engagement; native database of 300M+ leads.
Personalization engine: Uses 323+ data insights per lead, deep research of top data points, behavioral profiles, and contextual follow-ups.
Multichannel outreach: Email + LinkedIn (connection/InMail), with AI-generated videos, voice notes, and memes.
Deliverability controls: Turnkey email setup (domains + mailboxes), ongoing warm-up, 3× bounce checks, domain health tracking, automated inbox rotation.
Integrations: Gmail, Outlook, HubSpot, Calendly.
Onboarding & support: Dedicated GTM Engineer, white-glove setup, Slack channel with fast response; typical go-live in 1 day (3–5 days if warming new mailboxes).
Pros
All-inclusive pricing by message volume (features, leads, warm-up, setup included); cancel anytime; volume discounts available.
Strong deliverability toolkit out of the box (warm-up, bounce prevention, health tracking, rotation).
Rich data & signals (300M+ leads; 323+ insights per lead) for higher-quality targeting and copy.
Rapid deployment with dedicated GTM Engineer and Slack support.
Cons
No free trial; evaluation is via demo and paid month-to-month.
Salesforce integration not yet live (stated as “expected in 2025”); confirm status if required.
Message accounting includes follow-ups and replies, which can consume volume faster on high-engagement sequences.
Overage fees apply beyond the included message cap ($7.50 per 10 messages) unless you pre-buy more volume.
Pricing
$900/mo — 1,200 messages (~300 people contacted/month).
$2,000/mo — 3,600 messages; $2,500/mo — 6,000 messages; $4,500/mo — 12,000 messages (lower price per message at higher tiers).
Terms: Cancel anytime; billed every 30 days; overage $7.50 / 10 messages; volume discounts offered.
Regie.ai
Regie.ai (RegieOne) is an AI-native sales engagement platform that unifies AI agents and human reps in a single workflow.
It can run as your SEP or plug into existing stacks (Outreach/Salesloft), adding autonomous prospecting, a built-in parallel dialer, enrichment/intent, and deliverability safeguards.
Features
Auto-Pilot Agents: Autonomous prospecting that crafts/customizes emails, prioritizes next-best actions, and executes tasks natively or alongside your current SEP
Parallel AI Dialer: Native dialer with multi-line/parallel calling, AI voicemail drops, call guides, and CRM sync; launched with up to 9 lines for higher connect rates.
LinkedIn/social automation: Discovers social-ready leads and schedules personalized outreach from the same platform.
Enrichment & intent: Contact acquisition/enrichment and signal-based lead prioritization built into the product.
Deliverability toolkit: IP address safeguarding plus a Domain Optimizer page and Managed email delivery to monitor and improve placement.
Pros
Single pane of glass: Email, calls (parallel dialer), and social in one SEP,reduces tool sprawl and context switching.
Agent + human orchestration: AI agents operate in the same workflow as reps for handoffs and coverage of the “long tail” market.
Deliverability attention: IP safeguarding plus managed delivery and a domain health/optimizer view are explicit features.
Enterprise-grade integrations: Native Salesforce/HubSpot connectivity, and ability to run on top of existing SEPs if you’re standardised there.
Cons
Enterprise pricing posture: Public page lists starting at $35K/year; third-party trackers show median deals in the ~$50K range,may exceed SMB budgets.
Opaque tier details: Most specifics (agent limits, dialer lines, deliverability policies) are gated behind demos; plan granularity is not fully published.
Stack complexity to manage: Running RegieOne as SEP or integrating it with Outreach/Salesloft adds architectural choices that require clear ownership and change management. (Inference based on dual deployment modes.)
Pricing
Listed: “Starting at $35K/year,” includes integration with Outreach or Salesloft, AI agents, dialer, enrichment/intent, and rep follow-up automations.
Topo.io
Topo.io is an AI SDR platform with industry-trained agents.
It includes ICP training and playbook setup, auto-discovery and enrichment of target accounts, multichannel (email + LinkedIn) execution, and bundled email infrastructure,priced on a “leads contacted per month” basis.
Features
Context & training: Industry presets, custom ICP training, and outbound playbook setup with onboarding.
List building & enrichment: Auto-discovery of high-fit accounts; enriched company and contact data that auto-updates.
Signals & targeting: Generic buying signals (hiring, tech stack, competitor activity, events, social engagement) plus custom buying signals tailored to your business.
Multichannel execution: LinkedIn and email automations with follow-ups; custom sequence builder; AI variables in messaging.
Email infrastructure: “Premium email infrastructure” covers domains, mailboxes, and deliverability operations.
Pros
Transparent usage metric right on the pricing page (leads contacted per month), simplifying planning.
Onboarding included (ICP/playbook setup) with a dedicated strategist and Slack access.
Custom buying signals in addition to generic ones for tighter fit to your motion.
Bundled email infrastructure reduces the need to procure separate deliverability tooling.
Cons
CRM scope: Pricing/FAQ specify HubSpot only for CRM integration “for now”; no Salesforce listed.
Channel scope: Features emphasize email and LinkedIn; no native phone/dialer is shown on the pricing page.
Methodology opacity: “Premium email infrastructure” is referenced without public technical detail on warm-up/placement mechanics.
Tiering visibility: The page shows a single usage tier; higher-volume pricing isn’t published and may require sales contact.
Pricing
$900/month — 1,000 leads contacted per month; includes ICP training, onboarding, enrichment, LinkedIn & email automations, premium email infrastructure, HubSpot and Slack integrations, and dedicated strategist with Slack support.
Luru.app
Luru.app combines an AI SDR platform with RevOps workflow tooling.
Its AI agents run outbound (and inbound revivals) across email/LinkedIn and the workflow suite brings CRM actions into Slack/Teams, Zoom/Meet, and a spreadsheet-style pipeline UI.
Features
AI SDR agents: End-to-end prospecting, research, personalized messaging, reply handling, meeting booking—and the product page states the agent can also make phone calls.
Signals & targeting: Uses real-world triggers (e.g., funding, hiring, tech stack/news) to personalize and prioritize outreach.
Multichannel execution: Email and LinkedIn sequences; AI-driven follow-ups.
Deliverability ops included (AI SDR): Domain setup, mailbox setup, and email warm-up are listed on the pricing page.
Workflow suite (RevOps):
Slack/Teams no-code workflows with bi-directional alerts that let reps update Salesforce or HubSpot inside Slack.
Meeting Co-Pilot for notes and CRM updates inside Zoom/Google Meet.
Sidekick & Pipeline: CRM overlay on any web page and a spreadsheet-like pipeline manager.
Integrations: Salesforce, HubSpot, Slack, Microsoft Teams, Zoom, Google Meet
Pros
Published AI SDR pricing with inclusions (contacts/month, domain/mailbox setup, warm-up) improves TCO planning.
Deep workflow coverage: Slack/Teams automations with write-back to Salesforce/HubSpot reduce CRM toggling and improve hygiene.
In-meeting CRM (Zoom/Meet) and a spreadsheet-style pipeline shorten update time for reps.
Phone capability noted on AI SDR page for teams that need calls in the motion.
Cons
Pricing signals vary across the web (official site lists $500/agent/mo; G2 shows tiers $850–$1,500). Confirm which SKU (AI SDR vs. workflows) and inclusions you’re buying.
Deliverability methodology (beyond domain/mailbox setup and warm-up) isn’t deeply detailed publicly,review practices in diligence.
CRM scope is primarily Salesforce/HubSpot per docs; validate if you rely on other CRMs.
Pricing
AI SDR (official): $500/agent/month, up to 1,000 contacts per agent/month, includes automated prospecting/research, multi-campaign automation, multichannel outreach, domain/mailbox setup, email warm-up, reports/analytics, and response handling.
Nova AI (Launched)
Nova (by Launched) is an autonomous AI salesperson that learns from your materials, runs multichannel outreach (email, LinkedIn, calls, voice notes), handles replies, and books meetings.
It includes intent/signal tracking and a parallel dialer, with public plan details and a 90-day pilot option.
Features
Four-level training: upload decks, transcripts, product docs; set tone; review and iterate,described as minutes to onboard.
Multichannel sequences: email + LinkedIn messages and AI voice notes in your own voice; co-pilot or autopilot modes.
AI calling: inbound/outbound calls, parallel dialer (up to 5 lines per rep), AI voicemail detection, voice-mail drops in your cloned voice, call routing, and sentiment/outcome logging.
Signals & attribution: website visitor identification, LinkedIn ad viewer identification, multi-source intent (includes G2/Bombora mentions), and CRM-synced revenue attribution.
Deliverability aids: “7 intelligent mailboxes & adaptive sending to dodge spam filters” on the Starter plan.
Pros
Channel depth: email, LinkedIn (DMs + voice notes), and AI phone—rare to see all three natively in one agent.
Dialer specificity: documented 5-line parallel dialer with AI voicemail detection and voice-cloned drops.
Signals → pipeline: first-party site visitor and LinkedIn ad identification tied to revenue attribution.
Deliverability posture: built-in adaptive sending with 7 mailbox pool on entry tier.
Transparent pricing + pilot: public GBP pricing and a paid 90-day pilot credited toward annual plans.
Cons
GBP pricing & toggles: prices are shown in £ with yearly vs monthly differences—US TCO depends on FX and billing cadence.
Deliverability details light: beyond “adaptive sending/7 mailboxes,” no public technical methodology (e.g., warm-up mechanics, seed tests).
CRM specificity not listed on pricing page: “CRM-synced revenue attribution” is claimed, but exact supported CRMs are not enumerated there.
Voice cloning/legal review: AI voice notes/voicemail in your voice may require compliance checks by some teams. (Inference from listed voice-clone features.)
Pricing
Starter: £449/mo billed annually (£499/mo billed monthly). Includes 7 intelligent mailboxes + adaptive sending, Nova prospect research, personalized email + auto follow-ups, live reply handling + calendar booking, LinkedIn DMs and AI voice notes.
Conclusion
Deliverability,not copy, is the ceiling on outbound.
Pick Artisan AI alternatives that treat sending like infrastructure: warm up automatically, test placement, watch health, cap sends per inbox, and rotate across domains,while keeping sales, marketing, and CRM in sync.
Match the tool to your motion: Stamina.io for all-in-one deliverability and safe scale;
11x.ai or Regie.ai for higher autonomy; Coldreach or Topo.io for signal-driven targeting; Salesforge or Reply.io for self-serve value; Luru.app for workflow in Slack/Teams; Nova for strong voice/calling;
AiSDR for simple, message-based pricing.
Run a tight two-week pilot on DMARC-aligned domains with identical segments. Choose the platform that lifts primary-inbox rate and lowers cost per meeting,consistently.
FAQS
Is warm-up still necessary—and how do we measure “healthy”?
Yes,use warm-up for new or changed domains; you’re healthy when SPF/DKIM/DMARC pass, reputation is good, hard bounces <0.5%, complaints <0.1%, and seed tests mostly land in Primary.
When is it safe to increase daily volume?
After 5–7 steady days (bounces <0.5%, complaints <0.1%, no blocks, seeds ≥80%), raise sends 10–25% per inbox every 3–4 days.
Do I still need a CRM/MA tool if my sender has an AI BDR?
Usually yes,keep your CRM/marketing system for pipeline, consent, and reporting unless the platform truly replaces it.
What metrics prove inbox placement is improving?
Higher primary-inbox rate on seed tests, better reputation scores, lower bounces/complaints, and more positive replies per 1,000 sends.
How hard is it to migrate from Artisan.ai without losing momentum?
Run both systems for 2–3 weeks with split traffic, copy auth/suppressions, keep warm-up on, and only ramp once metrics hold steady.
What complaint/bounce thresholds should trigger auto-pauses?
Pause if hard bounces >1% (or 3+/100 sends), complaints >0.1%, seed placement drops ≥20 points, or a provider blocks/rate-limits.