A look at how Enigma is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Enigma is cited in 3 of 38 AI answers. It shows up on Enigma. It is absent on Entity Resolution, Merchant Intelligence, Fraud Detection.
AI answers fire on 97% of tracked queries, yet Enigma is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.
Enigma: Trusted business data Skip to content Data Solutions GTM Solutions Payments Solutions Onboarding & KYB Payment Risk & Underwriting Customer & Transaction Screening Developers Docs API Reference API Status Resources Blogenigma.com, 2026
Differentiators it leads with: Business Identity Graph, KYB, Business Verification, KYB.
Cited as a provider on Enigma queries.
Appears alongside middesk.com, compliancely.com, idenfy.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Enigma | Owned | comparison |
| Business Verification | Partial | positioning |
| Kyb | Partial | positioning |
| Entity Resolution | Invisible | positioning |
| Merchant Intelligence | Invisible | positioning |
| Fraud Detection | Invisible | positioning |
Problem Aware. overview queries: Enigma appears on 1 of 6 themes.
Solution Aware. Owned on Enigma; absent on Entity Resolution, Merchant Intelligence, Fraud Detection.
Alternatives. 16 themes name the brand without citing it; 19 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Enigma's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Enigma in the AI answer | Top sources cited |
|---|---|---|---|
| best business verification | Positioning | Named, not cited | reddit.com, middesk.com, equifax.com |
| business verification vendors | Positioning | Named, not cited | trulioo.com, equifax.com, middesk.com |
| business verification solutions | Positioning | Named, not cited | trulioo.com, equifax.com, help.withpersona.com |
| business verification software | Positioning | Named, not cited | reddit.com, risk.lexisnexis.com, middesk.com |
| business verification platform | Positioning | Named, not cited | trulioo.com, compliancely.com, middesk.com |
| top business verification providers | Positioning | Named, not cited | gartner.com, middesk.com, 1kosmos.com |
| business verification comparison | Positioning | Named, not cited | middesk.com, compliancely.com, herondata.io |
| best kyb | Positioning | No AI answer | |
| kyb vendors | Positioning | Named, not cited | middesk.com, gbg.com, kyckr.com |
| kyb solutions | Positioning | Named, not cited | withpersona.com, gbg.com, reddit.com |
| kyb software | Positioning | Named, not cited | strise.ai, idenfy.com, id-pal.com |
| kyb platform | Positioning | Named, not cited | withpersona.com, sardine.ai, gbg.com |
| top kyb providers | Positioning | Named, not cited | kyckr.com, gbg.com, compliancely.com |
| kyb comparison | Positioning | Named, not cited | youtube.com, bimmerforums.com, shocksurplus.com |
| best entity resolution | Positioning | Absent | reddit.com, senzing.com, tilores.io |
| entity resolution vendors | Positioning | Absent | tamr.com, senzing.com, tilores.io |
| entity resolution solutions | Positioning | Absent | senzing.com, precisely.com, neo4j.com |
| entity resolution software | Positioning | Absent | senzing.com, quantexa.com, dataladder.com |
| entity resolution platform | Positioning | Absent | quantexa.com, senzing.com, tamr.com |
| top entity resolution providers | Positioning | Absent | tilores.io, dataladder.com, aws.amazon.com |
| entity resolution comparison | Positioning | Absent | pmc.ncbi.nlm.nih.gov, reddit.com, tigergraph.com |
| best merchant intelligence | Positioning | Absent | constructor.com, prnewswire.com, ventureradar.com |
| merchant intelligence vendors | Positioning | Absent | constructor.com, coris.ai, owlin.com |
| merchant intelligence solutions | Positioning | Absent | constructor.com, prnewswire.com, mastercard.com |
| merchant intelligence software | Positioning | Absent | constructor.com, coris.ai, experro.com |
| merchant intelligence platform | Positioning | Absent | coris.ai, mastercard.com, safetykit.com |
| top merchant intelligence providers | Positioning | Absent | coris.ai, mastercard.com, ventureradar.com |
| merchant intelligence comparison | Positioning | Named, not cited | constructor.com, coris.ai, seller-us.tiktok.com |
| best fraud detection | Positioning | Absent | trustmi.ai, salv.com, sift.com |
| fraud detection vendors | Positioning | Absent | salv.com, experian.com, sardine.ai |
| fraud detection solutions | Positioning | Absent | gartner.com, salv.com, corporate.visa.com |
| fraud detection software | Positioning | Absent | shadowdragon.io, abrigo.com, sas.com |
| fraud detection platform | Positioning | Absent | feedzai.com, accertify.com, sas.com |
| top fraud detection providers | Positioning | Named, not cited | gartner.com, salv.com, researchandmarkets.com |
| fraud detection comparison | Positioning | Absent | ieeexplore.ieee.org, arxiv.org, supervizor.com |
| alternatives to Enigma | Comparison | Named, not cited | mastermindtactics.com, reddit.com, youtube.com |
| Enigma vs Middesk | Comparison | Cited | middesk.com, prnewswire.com, globaldatabase.com |
| Enigma vs Dun & Bradstreet | Comparison | Cited | syncgtm.com, finance.yahoo.com, companydata.com |
| Enigma vs Socure | Comparison | Cited | socure.com, prnewswire.com, about-fraud.com |
Enigma is cited in 3 of the 38 AI answers we triggered.
Enigma presents as business verification, KYB, entity resolution, merchant intelligence, fraud detection. AI Overviews cite it on Enigma and it is absent on Entity Resolution, Merchant Intelligence, Fraud Detection.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| middesk.com | 12 | Cited on 12 of the queries we tested. |
| compliancely.com | 11 | Cited on 11 of the queries we tested. |
| idenfy.com | 10 | Cited on 10 of the queries we tested. |
| reddit.com | 9 | Cited on 9 of the queries we tested. |
| youtube.com | 8 | Cited on 8 of the queries we tested. |
| trulioo.com | 7 | Cited on 7 of the queries we tested. |
| gbg.com | 7 | Cited on 7 of the queries we tested. |
| signzy.com | 7 | Cited on 7 of the queries we tested. |
| senzing.com | 7 | Cited on 7 of the queries we tested. |
| coris.ai | 7 | Cited on 7 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Enigma on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| middesk.com | Cited on 12 of the tested queries. |
| compliancely.com | Cited on 11 of the tested queries. |
| idenfy.com | Cited on 10 of the tested queries. |
| reddit.com | Cited on 9 of the tested queries. |
| youtube.com | Cited on 8 of the tested queries. |
| trulioo.com | Cited on 7 of the tested queries. |
| gbg.com | Cited on 7 of the tested queries. |
| signzy.com | Cited on 7 of the tested queries. |