docs(clay-ads): add FAQ comparing Enhanced Match vs Hashed Email waterfall - #2495
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September 2, 2026 17:17
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What changed
Added a new FAQ entry to
docs/clay-ads.md— "When should I use Enhanced Match vs theHashed Email for Adswaterfall?" — explaining when to use Audiences Enhanced Match vs the table-based waterfall for hashed email enrichment for ad campaigns.Why
Intercom conversation #215475750924948: Ashley Viagas (Adverity, Enterprise) asked "what's best practice when it comes to enriching hashed emails? Is it via a clay table or audiences, and why?" Fin didn't respond — the conversation was routed directly to a human (Kashif Jeelani), who gave a substantive answer.
clay-ads.mdhad separate FAQs for how Enhanced Match works and how theHashed Email for Adswaterfall works, but no FAQ answered the customer's direct question of which approach to use and why. Open PRs #2406 and #2363 also touchclay-ads.mdbut neither covers this comparison: #2406 adds an intent-based targeting workflow that mentions both options in passing (step 5 of 6) but does not explain when to choose one over the other; #2363 adds a FAQ about sending a workbook people list to ads and does not mention hashed email enrichment at all.Source link(s)
public-actions/apps/ads/actions/smart-match/action-definition.ts:14—displayName: 'Enhanced Matching';libs/shared/src/ActionDefinitions.ts:622public-actions/apps/ads/utils/smart-match.ts—selectSmartMatchResultcalls providers in parallel viaPromise.all, hard cap at 3 viaselectDiversifiedCandidatesapps/api/v3/ad-audiences/domain/utils.ts:436-458—buildSkipEnrichmentFormulawithskipIfAlreadyEnriched: true; hashed emails stored ashashed_email_1/2/3Audience fields atlibs/api-contract/src/audiences/lib/default-fields.ts:384-386apps/frontend/src/components/Audiences/AudiencesCommandCenterSidebar/Exports/ExportAudienceToWorkbookModal.tsx:38—MAX_EXPORT_ROWS = 50_000is a Clay tables/workbook export limit; Enhanced Match runs within Audiences directlypublic-actions/apps/ads/actions/smart-match/action-definition.ts:28—isPublic: false; only invoked byapps/api/v3/ad-audiences/services/bulk-enrichment.service.ts:181public-actions/apps/vector/actions/vector-find-hashed-emails/action-definition.tsandpublic-actions/apps/contactlevel/actions/contactlevel-find-hashed-emails/action-definition.ts— bothisPublic: trueUncertainties
None. All product-behavior claims verified by the verifier sub-agent (all PASS).
Related observations
audiences.md"Enhanced Matching (Beta)" section at line 583 still says "contact your Growth Strategist to enable it for your workspace," but the verifier found the feature is live and in active customer use across Growth and Enterprise plans. The beta framing in that section may be stale — out of scope for this PR.clay-ads.mdon non-overlapping topics (intent-based targeting workflow and workbook→ads export FAQ respectively); reviewer should reconcile at merge time.clay-ads.mdon distinct topics; reviewer should reconcile at merge time.Closes DOC-2279