Call center quality management software: AI search visibility ranking (2026)
How AI search engines rank call center quality management software 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. Call center quality management platforms used to review calls, score agent performance, automate coaching, and improve customer support outcomes. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 12, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
NICE holds the only non-zero visibility score in this category at 12.5%, against a category average of just 0.6%, giving it a composite score of 8.8 compared to every other brand sitting at 3.8 or below. That gap is commercially significant because AI Mode responses shape early-stage vendor shortlists. NICE also recorded the largest visibility delta in the audit, rising from 0% to 12.5%, making it the sole brand to break through in narrative-level AI responses during this measurement period.
Balto and Level AI each hold a 12.5% citation rate but carry 0% visibility, producing identical composite scores of 3.8. This divergence reveals a meaningful split: both brands are referenced as sources within AI-generated answers but are not named as featured vendors in those responses. NICE presents the inverse pattern, appearing by name without generating citations. Brands like Verint, Genesys, Talkdesk, Five9, Observe.AI, CallMiner, and Playvox score zero on both dimensions, indicating near-total absence from Google AI Mode outputs.
The top cited sources in this category are dominated by third-party and adjacent-vendor domains including amplifai.com, youtube.com, dialpad.com, cxfoundation.com, and replicant.com. None of the 20 audited brands appear on that cited-sources list, which signals that Google AI Mode is anchoring its answers on external review, community, and competitor content rather than on the primary vendor sites. All top-engine signals across the dataset point exclusively to Google AI Mode, confirming no meaningful presence on alternative AI engines in this audit period.
Movers & shakers since last refresh
Biggest visibility risers
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NICE 0% → 12% · rank #0 → #1+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
nice.com
|
12% | 0% | Google AI Mode |
NICE leads with 12.5% visibility and a composite score of 8.8, more than double the next-ranked brands, but records 0% citation rate, suggesting named presence without source attribution. |
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| 2 |
balto.ai
|
0% | 12% | Google AI Mode |
Balto matches Level AI with 0% visibility and 12.5% citation rate, scoring 3.8 composite, meaning it is referenced in AI answers as a source but not surfaced as a featured vendor. |
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| 3 |
thelevel.ai
|
0% | 12% | Google AI Mode |
Level AI sits equal to Balto at 3.8 composite with 12.5% citation and 0% visibility, placing it cited-but-unnamed in Google AI Mode responses across this category. |
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| 4 |
verint.com
|
0% | 0% | Google AI Mode |
Verint scores zero on both visibility and citation despite being a well-known enterprise brand, indicating complete absence from Google AI Mode outputs during this audit period. |
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| 5 |
genesys.com
|
0% | 0% | Google AI Mode |
Genesys records 0% visibility and 0% citation with a composite score of 0.0, sharing the same total absence from AI Mode responses as Talkdesk, Five9, Observe.AI, and others. |
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| 6 |
talkdesk.com
|
0% | 0% | Google AI Mode |
| 7 |
five9.com
|
0% | 0% | Google AI Mode |
| 8 |
observe.ai
|
0% | 0% | Google AI Mode |
| 9 |
callminer.com
|
0% | 0% | Google AI Mode |
| 10 |
playvox.com
|
0% | 0% | Google AI Mode |
| 11 |
maestroqa.com
|
0% | 0% | Google AI Mode |
| 12 |
scorebuddyqa.com
|
0% | 0% | Google AI Mode |
| 13 |
cresta.com
|
0% | 0% | Google AI Mode |
| 14 |
zendesk.com
|
0% | 0% | Google AI Mode |
| 15 |
assembled.com
|
0% | 0% | Google AI Mode |
| 16 |
miarec.com
|
0% | 0% | Google AI Mode |
| 17 |
sharpen.cx
|
0% | 0% | Google AI Mode |
| 18 |
qualtrics.com
|
0% | 0% | Google AI Mode |
| 19 |
decagon.ai
|
0% | 0% | Google AI Mode |
| 20 |
evaluagent.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on call center quality management software, 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 call center quality management software 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 call center quality management software AI visibility
Who leads AI visibility in call center quality management software?
NICE leads with 12.5% visibility and a composite score of 8.8, the only brand in the 20-brand audit to register non-zero visibility in Google AI Mode.
Which brands are cited by Google AI Mode in this category even without being named?
Balto and Level AI each carry a 12.5% citation rate with 0% visibility, meaning they appear as referenced sources in AI answers but are not featured as named vendors.
What sources does Google AI Mode anchor on for call center quality management research?
The top cited sources include amplifai.com, youtube.com, dialpad.com, cxfoundation.com, and replicant.com, none of which are among the 20 audited primary vendors.
How do category leaders like Verint and Genesys perform in AI Mode?
Both score 0% on visibility and citation, giving them a composite score of 0.0 and indicating no measurable presence in Google AI Mode outputs during this audit period.
Is this category concentrated on one AI engine or spread across multiple?
All 20 brands in the audit show Google AI Mode as their top engine, with no data indicating meaningful presence on any alternative AI engine in this period.
How far below the category average are most brands performing?
The category average visibility is 0.6% and average citation is 1.2%, and 17 of the 20 audited brands score zero on both metrics, confirming that AI Mode presence is extremely concentrated.