SaaS: the same month under each definition

How-to and troubleshooting questions mean more follow-ups (S7), more silent give-ups (S9) and more repeat issues.

Mix used: S1 18%, S2 14%, S3 12%, S4 10%, S5 4%, S6 4%, S7 12%, S8 5%, S9 9%, S10 2%, S11 4%, S12 6%. It adds to 100%. This is an illustration, not measured data from any store or company.

VendorMonth at 5,000 conversationsS1S2S3S4S5S6S7S8S9S10S11S12
Fin (Intercom)Outcome$3,416 to $3,663BILLEDBILLEDNOT BILLEDNOT BILLEDBILLEDBILLEDBILLEDDOCS SILENTBILLEDBILLEDNOT BILLEDBILLED
Zendesk AI agentsVerified automated resolution$0 to $7,000VERIFYVERIFYNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDVERIFYDOCS SILENTVERIFYVERIFYDOCS SILENTDOCS SILENT
Help Scout (Envoy / AI Answers)Resolution$1,538 to $2,176BILLEDBILLEDNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDDOCS SILENTBILLEDDOCS SILENTDOCS SILENTVERIFY
Gorgias AI AgentAutomated interaction$810 to $4,100BILLEDVERIFYDOCS SILENTNOT BILLEDDOCS SILENTNOT BILLEDDOCS SILENTDOCS SILENTVERIFYDOCS SILENTNOT BILLEDDOCS SILENT
Tidio (Lyro)Lyro conversation$3,501 to $3,901BILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLED
Crisp (Hugo)AI usage credits per conversation$250 to $300BILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLED
LiveChat (Text) AI AgentResolution$1,782 to $4,456BILLEDDOCS SILENTDOCS SILENTNOT BILLEDDOCS SILENTDOCS SILENTBILLEDDOCS SILENTDOCS SILENTDOCS SILENTDOCS SILENTBILLED
Freshworks Freddy AI AgentSession$2,230 to $2,450BILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDVERIFYBILLEDBILLEDVERIFYBILLED
HubSpot Breeze Customer AgentResolved conversation (50 credits)$450 to $1,750BILLEDVERIFYNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDVERIFYDOCS SILENTVERIFYDOCS SILENTDOCS SILENTDOCS SILENT
Salesforce AgentforceConversation (24-hour session) or action$9,102 to $10,002BILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDVERIFYBILLEDBILLEDDOCS SILENTBILLED
AdaConversation (custom contract)no public unit priceVERIFYVERIFYVERIFYVERIFYVERIFYDOCS SILENTVERIFYDOCS SILENTVERIFYVERIFYDOCS SILENTVERIFY
eesel AICredit (one per ticket or chat)$1,599 to $1,750BILLEDBILLEDBILLEDBILLEDBILLEDVERIFYBILLEDVERIFYBILLEDBILLEDVERIFYBILLED
HelplyAI credit per actionno public unit priceBILLEDBILLEDBILLEDBILLEDBILLEDVERIFYBILLEDBILLEDBILLEDBILLEDNOT BILLEDBILLED
TalvoResolution$299 to $1,034BILLEDDOCS SILENTNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDBILLEDDOCS SILENTDOCS SILENTDOCS SILENTDOCS SILENTBILLED
VarleyResolution$450 to $1,175BILLEDNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDNOT BILLEDDOCS SILENTDOCS SILENTNOT BILLEDVERIFYDOCS SILENTDOCS SILENT
ChatbaseMessage credit per AI replyno public unit priceBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLEDBILLED

BILLED the vendor's text says it bills · NOT BILLED says it does not · VERIFY text is ambiguous, conflicts, or a vendor-side check decides · DOCS SILENT text we read does not say

Open this mix in the sandbox