Buyer prompt · published evidence

Compare AI customer agents on knowledge ingestion, freshness, citations, permissions, conflicting sources, structured facts, and answer controls.

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
commercial
Model providers
3
Categories
1
Last observed
Sep 1, 2026, 12:00 AM UTC
Competitive outcome

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Maven AGImavenagi.comService agents101Openai
Model comparison

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniService agentsMaven AGI668b699c85…905f1
Anthropicanthropic/claude-haiku-4-5Service agentsNone observed00e1fee54c…f5ea0
Geminigoogle/gemini-2.5-flashService agentsNone observed770ec5cc05…b8e9b
URL-derived citations

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

Snapshot IDs327bfab8-d298-4c5f-8adc-58f406c1f295
Corpus versionsai-customer-agent-platforms-2026-07-27
Benchmark versions4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583

Coverage: Service agents. Full answers stored: no · Full answers published: no · Tenant data included: no.