Independent Research · Unvarnished Reviews
Unvarnished Reviews Research
AI sales agents, sold as autonomous replacements for some or all of a human sales development representative's (SDR's) work, are among the most-hyped B2B software categories of 2026, and among the least transparent on pricing. Artisan published credit-based tiers for a time and removed them on July 1, 2026, so buyers now request a quote. 11x publishes a starting rate for Growth on its pricing pages, though those pages contradict each other on the exact figure. Qualified sells by custom quote, with list figures coming from marketplace and purchase-data research. All figures below are labeled with how they were obtained, and every price should be confirmed with the vendor before budgeting.
The three platforms are not competing for the same budget line. Artisan and 11x both sell autonomous outbound prospecting, meaning cold email and multi-channel outreach aimed at net-new pipeline, and compete with each other. Qualified is structurally different: its AI agent, Piper, works inbound website traffic, engaging visitors already on a company's site rather than prospecting cold, and it requires Salesforce CRM (customer relationship management) software. Salesforce announced its acquisition of Qualified on December 17, 2025 and completed it on April 1, 2026, folding Piper into the Salesforce ecosystem, a structural fact that should inform an evaluation more than a feature checklist would.
Artisan's bundled contact database is its structural advantage. Roughly 300 million contacts are included rather than requiring a separate data vendor, which is why Artisan is the lower-entry-cost option of the two outbound platforms: a smaller team can skip a separate ZoomInfo or Apollo subscription. Whether the bundle saves money now depends on the quote, since Artisan no longer publishes rates.
Users rate Artisan higher on one review site than on the other, 4.6/5 against 3.8-4.0/5, an unusual reversal in this library, with praise for account managers and implementation support. Reviewers who report success describe early results, with some citing 8-10 booked meetings within the first two months.
Artisan's ratings are thin and sharply polarized, a signal worth weighing and not only a sample-size caveat. Artisan holds roughly 3.8-4.0/5 across a small base of 22-50 reviews, depending on the listing, split unusually: approximately 72% five-star and 13% one-star, with little middle ground. That distribution suggests the product works very well for some use cases and poorly for others.
Generic-sounding AI copy is the most consistent complaint, especially in specialized or technical markets where the underlying research data is thinner. Reviewers describe output becoming detectably templated once a prospect has seen more than one message, and some report sending 1,000-plus emails without a reply.
Pricing complaints preceded Artisan's published tiers and are likely to continue now that pricing is sales-gated. One reviewer described a strong demo followed by sticker shock on a sales call, noting the budget could have funded a part-time human SDR. When Artisan did publish rates, usage was metered in credits, with an estimated 20 credits per prospect, and mailboxes, phone numbers, and dialer seats were billed on top. Ask for the credit allowance, the credits-per-prospect rate, and every add-on in writing.
11x offers two agents and enterprise security credentials. Alice handles email and Julian or Mike handle voice, alongside SOC 2 (System and Organization Controls 2) reporting and single sign-on (SSO) on higher tiers, which matters to buyers who prioritize native voice AI and enterprise procurement requirements. Its contract terms are also clearer than Artisan's: Pricing is by new prospects per month and not by emails sent, there are no setup fees, renewal increases are capped, and non-renewal needs 30 days' written notice. Its Salesforce integration and polished dashboard are noted as strengths separate from the controversy below.
Reviewers say Alice's personalization has improved since 2024 complaints about "spammy" openers, and Alice 2.0, launched in January 2025 on a rebuilt multi-agent architecture, was a technical rebuild and not only a marketing refresh.
The most serious issue in this comparison is trust in 11x's customer and revenue claims. In March 2025, TechCrunch reported that 11x had shown logos of companies that said they were not customers, including ZoomInfo, which said it ran a one-month trial and had not authorized its logo, and Airtable, which said its logo was never authorized. TechCrunch also reported that a stated ARR of roughly $14 million may have reflected only about $3 million in contracts that passed a roughly 90-day trial break clause. 11x responded that it reports contracted ARR, which it said investors understood, and that it removes unauthorized mentions promptly. See Red Flags for the full pattern.
Retention is disputed. A former employee cited by TechCrunch put churn among inbound customers at 70%-80%, while 11x said its retention was 79%. The two figures cannot both describe the same measure, so ask for retention by cohort and speak with current customers. Reviewers also describe campaigns that produced little engagement despite detailed setup.
Reply handling is reported as limited. Reviewers describe Alice as reliable for simple positive, negative, and out-of-office classification and weaker on objections or nuanced replies, so human oversight is needed beyond the simplest signals, which sits uneasily with a "full SDR replacement" positioning. In May 2025, founder Hasan Sukkar stepped down as CEO and became non-executive chairman, and Prabhav Jain became CEO.
Qualified has the strongest review profile in this comparison and now has Salesforce behind it. Users rate Piper 4.9/5 across roughly 1,400-1,555 reviews, the highest rating and by far the largest review base here, and reviewers praise conversation quality, with several saying website visitors cannot tell they are talking to AI.
Native, deep Salesforce integration is an advantage for enterprise teams already standardized on Salesforce, and Salesforce ownership removes the risk of a third-party integration partnership changing terms. One detailed evaluation rated support quality at 99 out of 100, though a single score is not a pattern.
Qualified requires Salesforce CRM, a hard architectural dependency and not a soft preference. It disqualifies any organization not already on Salesforce regardless of how well Piper performs, and Salesforce ownership reinforces the dependency.
Qualified has no outbound capability. Piper works only on inbound website traffic, so an organization where outbound produces half or more of pipeline gets no coverage for that half of the funnel.
Qualified is the most expensive of the three at list. Vendr-based research puts Premier (25 users) at about $68,000 a year and Enterprise at about $95,500, with Ultimate by custom quote based on volume, complexity, and the number of brands or sites. A low-traffic site may pay enterprise prices for proportionally less value.
| Platform | G2 Rating | G2 Reviews | Trustpilot | Note |
|---|---|---|---|---|
| Artisan AI | 3.8-4.0 / 5 | ~22-50 | 4.6 / 5 (higher than G2) | Sharply polarized distribution: ~72% five-star, ~13% one-star |
| 11x | No clean, consistent G2 figure identified across sources | — | No meaningful Trustpilot presence identified | Subject of March 2025 TechCrunch reporting on customer claims, with company responses; see Red Flags |
| Qualified (Piper) | 4.9 / 5 | ~1,400-1,555 | No meaningful Trustpilot presence identified | Largest review base and highest rating of the three by a wide margin; acquired by Salesforce April 2026 |
Qualified's review profile is the strongest and most statistically reliable of the three. Artisan's thin, polarized sample should be read as directional. No consistent review rating for 11x was found across sources, and no number is estimated here.
| Platform | Entry | Mid | Enterprise | Pricing Model |
|---|---|---|---|---|
| Artisan AI | Public price list removed July 1, 2026; sales-gated tiers (Team, Scale, Enterprise) by quote | By quote | By quote | Credit-based; the last public card (June 2026) listed Intern $250 a month billed annually with 12,000 credits and Employee $600 a month billed annually with 30,000 credits, for reference only; bundled contact database; add-ons billed on top |
| 11x | Alice Growth: from $3,750 a month billed annually (about $45,000 a year), up to 5 users, 2,000 new prospects a month, managed mailboxes and CRM sync. The page also shows $2,000 a month in its description and $36,000 a year in its FAQ, so confirm | Pro: custom, up to 10 users and 5,000 new prospects a month | Enterprise: custom, 10,000+ prospects a month, SSO, custom SLA; Pro and Enterprise offer two- and three-year terms with discounts | Annual commitment, priced by new prospects per month and not by emails sent; Julian (voice) is priced separately from $5,333 a month; no setup fees; renewal increases capped; 30 days written notice to avoid renewal |
| Qualified | Premier: about $68,000 a year at list for 25 users (Vendr-based research); negotiated deals estimated at $40,000-$50,000 | Enterprise: about $95,500 a year at list | Ultimate: custom quote | Annual contract; Ultimate priced by volume, complexity, and number of brands or sites |
Qualified's figures come from Vendr-based research updated June 2026 and are not published by Qualified. Artisan's reference prices are historical, and 11x's Growth rate comes from its own pricing pages, which conflict with each other on the figure, so request written quotes from all three.
| Line Item | Artisan AI | 11x |
|---|---|---|
| Base platform cost | By quote; the last public card (June 2026) implied about $3,000-$7,920 a year before add-ons, which is a reference and not a current price | Alice Growth from $3,750 a month billed annually, about $45,000 a year; Pro and Enterprise by quote |
| Add-ons | Mailboxes, phone numbers, and dialer seats billed on top (the last public card listed $67 per dialer seat per month) | No setup or per-integration fees and managed mailboxes included; you supply your own CRM license |
| Reported performance risk | Thin, polarized review base; generic-copy complaints in technical markets | Disputed retention (70%-80% churn per a former employee, 79% retention per 11x); customer-claims reporting from 2025 |
| Year 1 cost | Unknown until quoted | About $45,000 or more at Growth, before your CRM license |
Qualified is left out because its inbound-only design and Salesforce dependency make it a poor cost comparison against two outbound platforms; model it against website traffic and your existing Salesforce investment, starting from the roughly $68,000 Premier list figure. Between Artisan and 11x, the comparison is price against verified risk, and a short paid pilot with measured reply rates is the cheapest way to settle it.
Artisan's cost scales with prospect volume. Its credit model priced usage per prospect, with mailboxes, phone numbers, and dialer seats on top, so model credits against your list size and get every add-on quoted.
Switching away from 11x carries a cost. Lost setup time, retraining, and a gap in pipeline coverage follow any exit, so weigh these against the headline price before an annual commitment, and negotiate a trial or an exit clause.
Artisan's copy complaints concentrate in technical markets. A company selling a complex technical product should weight this risk more heavily than one selling something easily described.
Qualified's cost depends on plan and site. Ultimate is priced by volume, complexity, and number of brands or sites, so model it against your traffic and Salesforce spend.
Human oversight is a cost on all three. Even the best-reviewed platform needs staff time to manage conversations, and 11x reviewers describe needing the most intervention. Budget that time explicitly instead of assuming full autonomy.
| Dimension | Artisan AI | 11x | Qualified |
|---|---|---|---|
| Implementation | Documented as faster setup than 11x by independent comparison, with a transparent sequence editor reviewers praise | Documented as a heavier, higher-touch sales and onboarding process than its self-serve marketing implies, a gap between positioning and experience | Requires existing Salesforce CRM as a hard prerequisite; implementation is fastest for organizations already deep in the Salesforce ecosystem and effectively blocked otherwise |
| Admin dependency | Moderate; the bundled database reduces separate data-vendor management, but output quality requires active monitoring in technical markets | High; independent testing found reply handling requires constant human intervention for anything beyond simple classification, undermining the autonomous-replacement positioning | Lower for Salesforce-native teams given deep, now Salesforce-owned integration; admin burden concentrated in traffic and conversation-flow tuning rather than data management |
| Learning curve | Moderate; reviewers who invest setup time report strong results, suggesting a real but surmountable curve rather than a fundamental usability problem | Moderate to steep; documented platform bugs (campaigns breaking, analytics not loading) and a reported difficult offboarding process add real friction beyond the core learning curve | Gentle for Salesforce-native teams; conversation quality is independently rated as the platform's strongest, most immediately usable capability |
The pattern across all three is the gap between marketed autonomy and reported reality. Qualified's complexity is architectural, the Salesforce dependency, and not operational once that is satisfied. Artisan's centers on monitoring output quality, a manageable burden. 11x's is the heaviest, since reviewers describe more hands-on management than its autonomous positioning suggests.
Each finding below is documented and material enough to influence a purchasing decision.
Artisan AI
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11x
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Qualified
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Design decides what you are buying. Artisan bundles a contact database with outbound agents. 11x offers email and voice agents and expects you to bring data. Qualified is an inbound website agent that works only with Salesforce.
Audience decides which one fits. Artisan suits smaller outbound teams. 11x suits enterprise buyers that need voice and security certifications and will verify claims. Qualified suits Salesforce-standardized teams with meaningful website traffic.
Price is only partly knowable. Qualified's Premier plan is about $68,000 a year at list, with negotiated deals estimated at $40,000-$50,000. Artisan is quote-only and 11x publishes only its Growth rate, so a written quote and a paid trial decide the comparison. For 11x, the price is visible and the open questions are references and retention, which you should verify before signing.
The bottom line: