Supplier risk management software: AI search visibility ranking (2026)
How AI search engines rank supplier risk 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. Supplier risk management software used to monitor supplier health, assess operational and compliance risk, and improve procurement resilience. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 13, 2026Download this ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
At a glance
What we observed in this categoryauto-generated
BitSight holds a dominant position in AI visibility for supplier risk management software, scoring 25.0 percent on both visibility and citation against a category average of just 2.5 percent visibility and 1.2 percent citation. That gap is substantial: BitSight is ten times more visible than the average brand in this set. Seventeen of the twenty tracked brands register zero composite score, meaning the category is almost entirely concentrated in a single name at the top of Google AI Mode responses.
Resilinc and Prewave each achieve 12.5 percent visibility, making them the only other brands with any AI presence, yet both carry a citation rate of zero. This creates a clear divergence: Google AI Mode names these two brands in responses but does not link out to their domains as sources. BitSight is the only brand in this category that earns both named mentions and actual citations, making it the sole brand with confirmed trust signal reinforcement in AI-generated answers.
The top cited sources in this category are dominated by third-party review and analyst sites, including upguard.com, gartner.com, and riskonnect.com, alongside niche platforms such as z2data.com, panorays.com, kodiakhub.com, and sprinto.com. YouTube also appears as a cited source, suggesting AI Mode is drawing on video content alongside written resources. Notably, none of the tracked brand domains appear directly in the top cited source list, indicating Google AI Mode is anchoring category answers on external commentary rather than vendor-owned content.
Movers & shakers since last refresh
Biggest visibility risers
-
BitSight 0% → 25% · rank #0 → #1+25pp
-
Resilinc 0% → 12% · rank #0 → #2+12pp
-
Prewave 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
bitsight.com
|
25% | 25% | Google AI Mode |
BitSight leads all 20 brands with a 25.0 percent visibility score and a matching 25.0 percent citation rate, making it the only brand in this category to achieve both simultaneously. |
||||
| 2 |
resilinc.com
|
12% | 0% | Google AI Mode |
Resilinc ties Prewave at 12.5 percent visibility but holds a 0.0 percent citation rate, meaning AI Mode names it without directing users to its domain as a trusted source. |
||||
| 3 |
prewave.com
|
12% | 0% | Google AI Mode |
Prewave matches Resilinc exactly at 12.5 percent visibility and 0.0 percent citation, placing it five times above the 2.5 percent category average yet earning no direct citation credit. |
||||
| 4 |
ecovadis.com
|
0% | 0% | Google AI Mode |
EcoVadis registers a composite score of 0.0 despite being a recognised name in supplier sustainability ratings, indicating no measurable AI Mode presence in this specific category framing. |
||||
| 5 |
interos.ai
|
0% | 0% | Google AI Mode |
Interos scores 0.0 across visibility, citation, and composite, placing it among the 17 brands in this audit that currently hold no detectable footprint in Google AI Mode responses. |
||||
| 6 |
everstream.ai
|
0% | 0% | Google AI Mode |
| 7 |
riskmethods.net
|
0% | 0% | Google AI Mode |
| 8 |
jaggaer.com
|
0% | 0% | Google AI Mode |
| 9 |
coupa.com
|
0% | 0% | Google AI Mode |
| 10 |
ariba.com
|
0% | 0% | Google AI Mode |
| 11 |
ivalua.com
|
0% | 0% | Google AI Mode |
| 12 |
gep.com
|
0% | 0% | Google AI Mode |
| 13 |
hicx.com
|
0% | 0% | Google AI Mode |
| 14 |
tealbook.com
|
0% | 0% | Google AI Mode |
| 15 |
rapidratings.com
|
0% | 0% | Google AI Mode |
| 16 |
dnb.com
|
0% | 0% | Google AI Mode |
| 17 |
integritynext.com
|
0% | 0% | Google AI Mode |
| 18 |
achilles.com
|
0% | 0% | Google AI Mode |
| 19 |
avetta.com
|
0% | 0% | Google AI Mode |
| 20 |
securityscorecard.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on supplier risk 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 supplier risk 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 supplier risk management software AI visibility
Who leads AI visibility in supplier risk management software?
BitSight leads with a 25.0 percent visibility score and 25.0 percent citation rate, which is ten times the category average visibility of 2.5 percent. No other brand in the audit comes close to that combined performance.
Which brands appear in Google AI Mode answers for this category but receive no citation credit?
Resilinc and Prewave both achieve 12.5 percent visibility but carry a 0.0 percent citation rate, meaning AI Mode names them without linking to their domains as sources.
What sources does Google AI Mode cite most for supplier risk management software research?
The top cited sources include upguard.com, gartner.com, riskonnect.com, z2data.com, and youtube.com, all of which are third-party or external platforms rather than the vendors' own domains.
How concentrated is AI visibility across brands in this category?
Visibility is highly concentrated: 17 of the 20 tracked brands score 0.0 across visibility, citation, and composite score. Only BitSight, Resilinc, and Prewave hold any measurable AI presence.
Are large established vendors like SAP Ariba or Coupa visible in Google AI Mode for this category?
No. Both SAP Ariba and Coupa score 0.0 percent on visibility and citation in this audit, indicating no detectable presence in AI Mode responses for supplier risk management software queries.
Is any vendor domain appearing directly as a cited source in AI Mode answers for this category?
Based on the audit data, none of the 20 tracked brand domains appear in the top cited source list, which is made up entirely of third-party sites including gartner.com and upguard.com.