Talent intelligence platforms: AI search visibility ranking (2026)
How AI search engines rank talent intelligence platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Talent intelligence platforms used to map skills, benchmark labor markets, uncover candidates, and guide strategic hiring decisions. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 15, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Gloat leads the talent intelligence platforms category with 25.0% visibility, more than double the 12.5% shared by Eightfold AI, Beamery, SeekOut, and Phenom. The category average visibility sits at just 3.8%, meaning Gloat's score is roughly 6.6 times the average. That gap is significant because it signals a concentrated top position where one brand dominates AI-generated overviews while the rest cluster at the same mid-tier score, leaving the majority of the 20 tracked brands with zero visibility.
Visibility and citation diverge sharply across the top five. Gloat holds the highest visibility at 25.0% but has a 0.0% citation rate, meaning Google AI Mode names it without linking to it as a source. Eightfold AI is the only top-five brand where visibility and citation are equal, both at 12.5%, giving it a composite score of 12.5 versus Gloat's 17.5. Beamery, SeekOut, and Phenom each match Eightfold AI on visibility but record zero citations, making Eightfold AI the sole brand in the top five that earns trust signals alongside name recognition.
Google AI Mode is the dominant engine across all ranked brands, and the top cited sources in this category skew toward third-party editorial and analyst content rather than vendor domains. Joshbersin.com and theundercoverrecruiter.com appear alongside metaview.ai and adp.com, suggesting the AI anchors on independent HR analyst and practitioner content. Eightfold.ai is the only vendor domain appearing in the cited sources list, reinforcing its unique position as both a named brand and a referenced source within the same category.
Movers & shakers since last refresh
Biggest visibility risers
-
Gloat 0% → 25% · rank #0 → #1+25pp
-
Eightfold AI 0% → 12% · rank #0 → #2+12pp
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Beamery 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
gloat.com
|
25% | 0% | Google AI Mode |
Gloat leads with 25.0% visibility, 6.6 times the 3.8% category average, but its 0.0% citation rate means Google AI Mode names it without linking to its domain. |
||||
| 2 |
eightfold.ai
|
12% | 12% | Google AI Mode |
Eightfold AI is the only top-five brand where visibility and citation are both 12.5%, making it uniquely positioned as both named and trusted by Google AI Mode. |
||||
| 3 |
beamery.com
|
12% | 0% | Google AI Mode |
Beamery matches Eightfold AI on visibility at 12.5% but records 0.0% citation, giving it a composite score of 8.8 versus Eightfold AI's 12.5. |
||||
| 4 |
seekout.com
|
12% | 0% | Google AI Mode |
SeekOut shares the 12.5% visibility and 8.8 composite score of Beamery and Phenom, with zero citations distinguishing it from the citation-earning Eightfold AI at the same visibility tier. |
||||
| 5 |
phenom.com
|
12% | 0% | Google AI Mode |
Phenom sits in a three-way tie at 12.5% visibility and a composite score of 8.8, with 0.0% citation rate consistent across all three brands sharing that position. |
||||
| 6 |
linkedin.com
|
0% | 12% | Google AI Mode |
| 7 |
loxo.co
|
0% | 12% | Google AI Mode |
| 8 |
lightcast.io
|
0% | 0% | Google AI Mode |
| 9 |
draup.com
|
0% | 0% | Google AI Mode |
| 10 |
retrain.ai
|
0% | 0% | Google AI Mode |
| 11 |
peoplegpt.com
|
0% | 0% | Google AI Mode |
| 12 |
fuel50.com
|
0% | 0% | Google AI Mode |
| 13 |
hiredscore.com
|
0% | 0% | Google AI Mode |
| 14 |
workday.com
|
0% | 0% | Google AI Mode |
| 15 |
techwolf.ai
|
0% | 0% | Google AI Mode |
| 16 |
cornerstoneondemand.com
|
0% | 0% | Google AI Mode |
| 17 |
hireez.com
|
0% | 0% | Google AI Mode |
| 18 |
visier.com
|
0% | 0% | Google AI Mode |
| 19 |
mercer.com
|
0% | 0% | Google AI Mode |
| 20 |
pearson.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on talent intelligence platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own talent intelligence platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about talent intelligence platforms AI visibility
Who leads AI visibility in talent intelligence platforms?
Gloat leads with 25.0% visibility, more than double the 12.5% held by the next four brands. The category average is 3.8%, making Gloat's position a clear outlier.
Which talent intelligence platform is most cited by Google AI Mode?
Eightfold AI is the only top-five brand with a non-zero citation rate, recording 12.5% citations alongside 12.5% visibility. It also appears directly in the category's top cited sources list.
What sources does Google AI Mode anchor on for talent intelligence platform research?
The top cited sources include joshbersin.com, theundercoverrecruiter.com, metaview.ai, and adp.com, with eightfold.ai as the sole vendor domain in that list.
How many talent intelligence platforms have zero visibility in Google AI Mode?
Of the 20 tracked brands, the data shows at least 12 brands (ranks 8 through 20 and beyond) recording 0.0% visibility. Lightcast, Draup, and Retrain.ai are confirmed at zero for both visibility and citation.
Is there a meaningful difference between being named and being cited in this category?
Yes. Gloat, Beamery, SeekOut, and Phenom all achieve visibility above the category average but record 0.0% citation, while Eightfold AI achieves equal visibility and citation scores of 12.5%.
Which engine dominates AI visibility for talent intelligence platforms?
Google AI Mode is listed as the top engine for every ranked brand in this audit, with no other engine credited across any of the top 10 positions.