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What Talent Leaders Are Really Saying About Their Tools

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By Cale Johnson

VP Communications, Assemble

We analyzed two years of practitioner conversations from the Talent Marketing Board — not just which tools come up most, but what members are actually wrestling with. Here’s what we found.

What Talent Leaders Are Really Saying About Their Tools — Assemble
A note on methodology: Sentiment scores (1–10) and share-of-voice figures are derived from practitioner discussion patterns across community call transcripts, member conversations, and forum discussions — not from surveys or vendor-supplied data. Representative quotes are AI-characterized summaries of how members typically frame these issues, not verbatim transcriptions.

Category 1: Talent CRM, Talent Communities & Candidate Nurture

This category generated the highest total discussion volume across both years — and showed the clearest signs of market consolidation. Phenom extended its lead as the dominant reference point for CRM, automation, and talent community work, while Beamery — once one of the most enthusiastically discussed platforms in the community — saw both share and sentiment soften meaningfully.

Based on member discussions in the Talent Marketing Board community. Sentiment is scaled 1–10. SOV = share of voice within category.
Vendor Type 2024 Mentions 2024 SOV 2025 Mentions 2025 SOV 2024 Sent. 2025 Sent. Perception Shift
Phenom Riser 41 25.5% 57 28.8% 5.7 6.4 From “suite with rough edges” to stronger reference point for CRM scale and automation
iCIMS Riser 34 21.1% 46 23.2% 5.8 6.1 From rollout/migration talk to more active nurture and talent community usage
Beamery Faller 30 18.6% 29 14.6% 6.6 5.8 From “forward-thinking” favorite to more scrutinized operating platform
Avature Faller 20 12.4% 18 9.1% 4.6 4.8 Still seen as configurable, but hard to operationalize and measure
Eightfold Perception
Shift
15 9.3% 18 9.1% 5.6 5.9 From implementation uncertainty to more measured adoption and use-case exploration
Symphony Talent Perception
Shift
10 6.2% 12 6.1% 4.9 4.4 More often framed as a platform teams are exiting or replacing
Gem Riser 3 1.9% 7 3.5% 6.0 6.8 Niche tool moved from side mention to useful sourcing/nurture utility
Jobvite (Talemetry) Perception
Shift
4 2.5% 5 2.5% 4.5 4.0 Increasingly treated as legacy infrastructure being moved off

The clearest story in this category is Phenom’s widening lead. What changed between 2024 and 2025 was not just volume — it was the nature of the conversation. In 2024, members debated whether Phenom could handle complex environments. By 2025, more were describing it as the platform they actually used to run campaigns, talent communities, and automated nurture at scale. Complaints did not disappear, but the tone shifted from “we’re still figuring this out” to “this is our operating platform.”

Beamery’s softening is the more nuanced story. It was one of the most positively discussed CRM platforms in 2024 — members praised its segmentation, modern design, and newsletter capabilities. In 2025, the conversation shifted toward email limits, technical bugs, data hygiene concerns, and, in a meaningful subset of discussions, active replacement evaluation. Share of voice dropped nearly four percentage points — the largest decline in the category.

“We use it for newsletters and segmentation, but the analytics gaps are starting to become a real issue when we try to show the business what’s working.”

Category-level takeaway: Total practitioner discussion volume in Talent CRM grew from 161 to 198 mentions in 2025, but that attention did not spread evenly. More of the category conversation consolidated around Phenom and iCIMS, while several second-tier vendors appeared primarily in migration, replacement, or stack-rationalization contexts.


Category 2: Applicant Tracking Systems

ATS conversation grew more than any other category we tracked — from 104 mentions in 2024 to 146 in 2025. But that growth did not signal enthusiasm. It signaled that practitioners were spending more time on migrations, integrations, automation, and stack redesign. The risers in this category are mostly platforms organizations were moving toward reluctantly, not championing.

Year-over-year comparison of most-discussed ATS vendors. SOV calculated within category.
Vendor Type 2024 Mentions 2024 SOV 2025 Mentions 2025 SOV 2024 Sent. 2025 Sent. Perception Shift
Workday Perception
Shift
41 39.4% 52 35.6% 5.3 5.9 From implementation pain to optimization, modules, and AI/automation stack questions
iCIMS Perception
Shift
26 25.0% 33 22.6% 6.8 6.6 From implementation/feature learning to broader operational optimization
Paradox Perception
Shift
13 12.5% 18 12.3% 5.8 6.0 From curiosity about automation to stack/ownership uncertainty
SAP SuccessFactors Riser 7 6.7% 11 7.5% 3.8 4.4 From tracking/data pain to integration and rollout planning
Avature Faller 14 13.5% 14 9.6% 3.1 3.8 Still discussed mainly through CRM/integration friction
SmartRecruiters Riser 0 0% 6 4.1% 3.2 New 2025 visibility, mostly as a platform being outgrown
Taleo (Oracle) Perception
Shift
2 1.9% 7 4.8% 5.0 3.8 From legacy background system to active replacement target

Workday remained the dominant discussion topic in ATS conversations by a wide margin — but it lost nearly four percentage points of share as the field broadened, and its 2024 discussion was heavily boosted by a dedicated Workday vendor-review call. In 2025, conversation matured from launch pains to optimization questions, integrations, and what the Workday-Paradox relationship might mean for teams currently using both.

The SmartRecruiters entry into the data is telling. It went from zero mentions in 2024 to a small but noteworthy presence in 2025 — but not because members were excited about it. The representative language was stark: “very basic, not sophisticated,” “bare minimum analytics,” “isn’t delivering what we need.” Its arrival in the conversation is essentially a sign of its own displacement.

“The reporting inside the ATS is limited, so we end up pulling the data into another tool to analyze it properly.”

Category-level takeaway: Workday and iCIMS still owned the conversation in both years, but their combined share slipped from about 64% to 58% as more attention dispersed into migration, alternatives, and stack redesign discussions. The biggest movers were platforms practitioners were moving off or onto — not platforms they were celebrating.


Category 3: Programmatic Job Advertising & Media Buying

Programmatic discussion got more operational in 2025. Members spent less time asking which vendor exists and more time wrestling with how to optimize channel mix, control costs, hold agencies accountable, and make sense of conflicting attribution numbers. Appcast remained the default reference point, but Indeed’s increasing complexity and ZipRecruiter’s growing performance signal shifted the conversation.

Year-over-year comparison of most-discussed programmatic vendors. SOV calculated within category.
Vendor Type 2024 Mentions 2024 SOV 2025 Mentions 2025 SOV 2024 Sent. 2025 Sent. Perception Shift
Appcast Perception
Shift
11 22.9% 12 20.7% 5.8 6.4 From “one option among many” to the default reference point for programmatic strategy
Indeed Perception
Shift
8 16.7% 12 20.7% 6.2 5.2 From dependable high-volume source to more scrutinized channel with rule/cost pressure
Programmatic Agencies (Shaker, Radancy) Faller 9 18.8% 9 15.5% 6.0 5.7 From trusted operators to more scrutinized partners on metrics, feeds, and accountability
LinkedIn Jobs Perception
Shift
5 10.4% 6 10.3% 5.3 5.8 Used less as a programmatic engine and more as paid promotion / event support
ZipRecruiter Riser 2 4.2% 5 8.6% 6.5 6.7 Moved from occasional backup source to more actively discussed performance channel
Native Social (Facebook, Instagram) Faller 5 10.4% 4 6.9% 5.9 5.6 Stayed useful for niche targeting, but lost share to direct job-ad channels
Symphony Talent Perception
Shift
4 8.3% 5 8.6% 4.9 5.1 Remained present mostly through agency/media-management context

Indeed’s trajectory is one of the most interesting signals in the data. It matched Appcast in share of voice in 2025 — but that attention came with worsening sentiment. Members described it as necessary for volume while simultaneously criticizing candidate quality, rising costs, changing platform rules, and ATS integration friction. It is the clearest example in our data of a vendor that dominates conversation through dependency, not advocacy.

ZipRecruiter’s quiet rise tells a different story. It emerged in 2025 in channel-mix discussions — not as a revolutionary alternative, but as a credible option for specific high-volume needs with clearer source tracking. The tone was genuinely positive in context, even if volume remains modest.

“They generate the most applicants, but a lot of them aren’t qualified, so recruiters spend time filtering through noise.”

Category-level takeaway: Agencies like Shaker and Radancy stayed important, but the conversation shifted from reliance to accountability. Members asked harder questions about feed management, tracking clarity, and whether their agency partners were delivering measurable value — a meaningful shift in tone from 2024.


The Recurring Pain Points Behind the Data

Across all three categories, the same operational friction points surfaced repeatedly. These are not isolated complaints — they are structural patterns that appear across organizations regardless of which specific tools they use.

  • Broken attribution across systems
    Recurring
    “Every platform reports something different. The ATS says one number, the programmatic tool says another, and we spend time trying to figure out which system is correct.”
  • Manual handoffs despite automation tools
    Recurring
    “We end up exporting data from one system and uploading it into another just to run campaigns or analyze results.”
  • No end-to-end funnel visibility
    Recurring
    “It’s hard to see the full candidate journey from marketing touchpoint to hire because the systems don’t connect cleanly.”
  • Apply flow conversion failures
    Recurring
    “The application flow is long and clunky, especially on mobile, and we lose candidates before they finish.”
  • Job board volume vs. quality tradeoff
    Recurring
    “They generate the most applicants, but a lot of them aren’t qualified, so recruiters spend time filtering through noise.”
  • Weak ATS reporting
    Recurring
    “The reporting inside the ATS is limited, so we end up pulling the data into another tool to analyze it properly.”

The structural pattern behind most of these pain points is the same: practitioners need to manage one continuous funnel — from awareness through hire — but their technology splits that workflow across six or more separate vendor categories. Because no single system owns the full journey, broken attribution, manual transfers, and fragmented analytics become the default operating reality.


Six Things the Data Reveals About How the Market Actually Works

Beyond the vendor-level findings, the most valuable output of this analysis is what it reveals about the structural dynamics shaping how organizations buy, implement, and operate their recruiting technology. Six patterns stood out.

1
The core problem is not missing features — it is orchestration failure across the funnel
What the data shows

The strongest recurring signals were broken attribution, fragmented reporting, manual handoffs between tools, and inability to see the candidate journey end to end. Organizations are not mainly missing one more capability. They are trying to make multiple specialized systems behave like one operating model.

What it means for leaders

Evaluate tools less by feature breadth and more by how much operational stitching they eliminate. Vendors that only optimize one layer of the stack will continue to feel incomplete unless they reduce cross-system workflow friction.

2
Buyers often know what “good” looks like — but can’t implement it because the blockers are organizational, not conceptual
What the data shows

Members repeatedly described wanting cleaner attribution, lower-friction apply flows, automated recovery of incomplete applicants, and unified reporting — yet still relying on manual exports, external dashboards, and workaround layers. HRIS bandwidth, legal review, InfoSec, and competing tech priorities regularly slowed or reshaped implementation choices.

What it means for leaders

The winning question is not “what is ideal?” but “what can this organization actually absorb?” For vendors, implementation feasibility and cross-functional de-risking matter as much as product vision.

3
The market tolerates dissatisfied dependency: vendors can dominate attention even when practitioners are openly frustrated
What the data shows

Indeed drew heavy 2025 attention while sentiment deteriorated, with members describing it as necessary for applicant volume but problematic on quality, control, and policy pressure. Workday stayed central in ATS conversations despite persistent complaints about reporting, application friction, and manual recovery workflows.

What it means for leaders

High vendor visibility reflects operational importance, not market endorsement. High usage does not mean trust. Challengers need to solve the dependency problem, not just the dissatisfaction one.

4
The real buying trigger is usually forced change — not steady-state optimization
What the data shows

The clearest decision triggers across discussions were migrations, integration mandates, contract renewal cycles, acquisitions, platform sunsets, and vendor-driven architecture changes. The Indeed integration changes are the clearest example: they created urgency not because buyers suddenly wanted innovation, but because internal workflows had to be reconsidered.

What it means for leaders

Most organizations do not continuously re-platform based on ideal-state strategy. They move when an external or internal forcing event creates permission, urgency, or necessity. Plan vendor strategy around trigger moments — because that is when real change becomes possible.

5
CRM and candidate-experience layers are gaining influence because ATS platforms are not winning the front-end workflow
What the data shows

The strengthening role of CRM and candidate-nurture tools — especially Phenom — as the practical layer for hosted apply, incomplete-applicant recovery, nurture, and candidate experience continuity was one of the clearest year-over-year patterns. ATS conversations repeatedly described apply flows as clunky, mobile-unfriendly, and weak at reporting or prospect-to-hire tracking.

What it means for leaders

Think in terms of “system of engagement” versus “system of record,” and don’t assume one platform should own both. Vendors positioned around candidate experience, workflow rescue, and front-end conversion are likely to keep gaining relevance.

6
AI is emerging first as an operational assist layer — not a trusted replacement for human workflow judgment
What the data shows

AI-related signals were concentrated around practical assistance: summarizing, reporting, dashboard support, review analysis, and workflow acceleration. Members described experimentation but not broad reliance on AI as an autonomous decision-maker. Even where vendors linked integrations to AI offerings, practitioners framed those capabilities with caution, tying them back to data access, reporting, and operational proof.

What it means for leaders

The market is not rewarding AI as a transformational narrative on its own. Expect the most near-term value from AI that supports workflows — not replaces them. For vendors: prove time saved and cleaner handoffs before selling bigger transformation claims.


This analysis is based on practitioner discussions in the Talent Marketing Board community spanning 2024–2025. Sentiment scores are heuristic 1–10 scales derived from qualitative discussion patterns. Share-of-voice figures reflect relative mention frequency within each category. Representative member language is an AI-characterized summary of how members typically describe these issues — not verified verbatim quotes.

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