By Siddharth GangalPeople.ai alternatives should be evaluated against the jobs the incumbent actually performs: automatic activity capture, CRM matching, relationship and opportunity context, account execution, risk, analytics, and management decisions. Since People.ai is now presented under the Backstory brand, start by reconciling what you own today before selecting a replacement.
Direct answer. Test Clari when capture belongs inside a broader revenue-orchestration program; Gong when conversation-led revenue context and adjacent applications drive the case; Salesforce Einstein Activity Capture when Salesforce-native capture is enough; and Gangly when the funded problem is a rep-controlled workflow rather than enterprise automatic capture. Keep or reconfigure Backstory if it wins the same incumbent score, data test, and three-year cost model.
This is a multi-vendor switching guide. The Gangly versus People.ai comparison owns one direct product decision. The revenue intelligence software guide owns broad category selection, while CRM activity tracking owns governance.
Best People.ai alternatives by switching job
| Switching job | First alternative to test | Boundary |
|---|---|---|
| Automatic activity capture plus revenue platform | Clari | Confirm which modules cover analytics, forecast, inspection and execution |
| Conversation-led intelligence plus revenue applications | Gong | Prove non-call source coverage and complete module cost |
| Salesforce-native email and event capture | Einstein Activity Capture | May not replace cross-system analytics or account execution |
| Rep workflow from signal to approved CRM update | Gangly | Not a universal automatic enterprise-capture substitute |
| Current scope works after cleanup | Keep Backstory | Reconfiguration can be lower risk than migration |
There is no honest one-for-one winner without a job inventory. A capture product can miss account planning. A conversation platform can miss non-call activity. A CRM-native feature can reduce integration risk but lack cross-platform decisions. A seller workflow can improve execution while leaving the enterprise activity foundation untouched.
Confirm the People.ai and Backstory lineage
Current Backstory pages identify the legal company as “People.ai, Inc. d/b/a Backstory,” and the sign-in link still points to app.people.ai. The current positioning includes automatic capture of emails, meetings, calls, and deal updates; connection of activity to revenue outcomes; revenue questions; pipeline risk; account strategy; and opportunity execution.
Do not treat a rebrand as evidence for or against renewal. Build a lineage table mapping People.ai, Backstory, ClosePlan, legacy packages, current modules, tenant URLs, data processors, support, APIs, integrations, entitlements, renewals, and exports. Ask the incumbent to annotate the signed order form. A legacy help page does not guarantee a current entitlement.
ClosePlan matters because its official documentation has described Salesforce-native relationship maps, methodology scorecards, playbooks, and account plans. If those are deployed, a capture-only replacement leaves an execution gap. Inventory usage by workflow and record rather than by licensed feature.
Score the incumbent before replacing it
Give Backstory the same scorecard as challengers. Export 90 days of source counts, captured activities, exclusions, duplicates, matches, errors, latency, active users, decision outputs, administrator tickets, and contract cost. Sample at least 500 activities across email, calendar, calls, meetings, transcripts, CRM updates, private events, aliases, shared inboxes, forwarded events, and required regions. Use the controls in the CRM data-entry automation guide to separate genuine automation from hidden correction work.
Manually verify the sample against source systems and CRM. Measure capture coverage, correct exclusion, correct contact/account/opportunity match, duplicate rate, median and tail latency, correction time, and unexplained writes. For analytics, select 20 known account or opportunity questions and grade correctness, completeness, source traceability, timestamp, and decision usefulness.
Record why the team is leaving: cost, missing sources, wrong matches, data policy, analytics trust, seller adoption, Salesforce dependence, administration, support, product consolidation, or changed operating model. A vendor switch will not repair undefined CRM identity, duplicate contacts, missing owners, or an unused inspection process.
Shortlist alternatives by architecture
Clari Capture belongs on the list when automatic activity capture should feed a Clari-centered revenue process. Its official page positions automatic activity capture and CRM sync. Require a module map covering forecast, inspection, conversation, account execution, analytics, and every source that the current deployment uses.
Gong belongs on the list when customer conversations and a connected revenue graph are central. Gong’s current site describes interaction capture plus Forecast, Enable, Engage, agents, and a Revenue Graph. Do not infer complete People.ai parity: test email/calendar capture, CRM identity, account plans, revenue questions, and required applications. If recorded calls are the primary job, first apply the narrower requirements in the conversation intelligence software buyer’s guide.
Salesforce Einstein Activity Capture is a consolidation candidate when the organization is Salesforce-only and primarily needs email and calendar activity. Use current Salesforce documentation to map storage, sharing, reporting, retention, supported accounts, sync direction, and limits. CRM-native does not mean configuration-free.
Gangly is an alternative only where the job changes from “capture enterprise activity automatically” to “guide a rep through signals, outreach, calls, notes, and approved CRM changes.” Its first-party positioning requires a matched POC. Consider HubSpot-native capture, Microsoft/Salesforce features, other revenue platforms, or a composable warehouse approach when they better match the architecture.
Test activity data and write authority
Create a source and write-authority matrix: source system, event, unique key, inclusion rule, sensitive filter, matcher, target CRM object, allowed creator, allowed updater, approval, conflict rule, latency SLA, retry, audit, retention, deletion, export, and owner. The CRM remains authoritative for governed contact, account, opportunity, owner, amount, stage, and close-date fields unless policy explicitly says otherwise.
Test two people with one address, aliases, shared inbox, forwarded calendar event, recurring meeting, private appointment, internal-only email, deleted contact, merged accounts, changed employer, duplicate opportunity, wrong domain, reassigned owner, closed opportunity, multi-currency record, and sensitive subject. Verify both capture and exclusion.
Induce token expiry, revoked scope, API rate limit, delayed webhook, source outage, destination outage, partial batch, duplicate replay, schema change, deleted source, and employee deprovisioning. During a dual run, only one system writes each event class. The other operates read-only or writes to isolated test fields. “Deduplicate later” is not a safe migration design.
Use a 100-point replacement scorecard
Freeze this 100-point scorecard before demos.
| Criterion | Points | Evidence |
|---|---|---|
| Required source capture and exclusion | 20 | 500-activity reconciliation |
| CRM identity and write integrity | 15 | Normal and failure-case audit |
| Account, opportunity and analytics jobs | 15 | 20 verified questions/workflows |
| Traceability and correction | 10 | Source links, timestamps, edits and appeals |
| Privacy, security and governance | 15 | Contract and observed admin tests |
| Users and operating adoption | 10 | Unassisted role task success |
| Administration and support | 5 | Provision, diagnose, export, deprovision |
| Three-year TCO and migration risk | 10 | Normalized quote and cutover plan |
Hard gates sit outside the total: required lawful capture, security controls, exclusions, maximum critical mismatch, no destructive uncontrolled writes, complete usable export, deletion, and rollback. Score the incumbent too. A replacement should exceed a configured Backstory baseline by a precommitted margin or materially lower risk and cost.
Plan dual-run, cutover, and rollback
Prepare: document sources, objects, fields, filters, identities, integrations, dashboards, automations, users, retention, exports, and dependencies. Take immutable source and CRM baselines. Export historical activity, mappings, account plans, scorecards, relationship data, configuration, audit evidence, and user assignments where contractually available. Validate counts and hashes.
Dual-run: start with read-only comparison or isolated fields. Reconcile daily by source, event type, user, account, opportunity, and date. Investigate every critical mismatch. Move one source or workflow at a time only after coverage, exclusions, identity, latency, privacy, and recovery pass. Freeze configuration changes or log them in both systems.
Cut over: stop the incumbent writer, drain queues, record the final watermark, enable the successor, replay only events after that watermark, reconcile, and monitor. Communicate owner and support paths. Preserve read access to history where allowed.
Rollback: trigger rollback for critical privacy capture, mismatched accounts above threshold, duplicate/destructive writes, source coverage below threshold, unrecoverable queue, or material business interruption. Stop successor writes, restore incumbent connections if contractually available, replay from the last confirmed watermark, and reconcile again. Do not terminate the incumbent before the rollback window and export acceptance close.
Normalize three-year TCO and switching cost
Three-year TCO equals licenses and platform or module fees + source connectors and API usage + implementation and professional services + CRM and warehouse work + identity, security and privacy review + administration and data-quality labor + training and support + dual-run and contract overlap + historical export and migration + correction/incidents + exit − tools actually retired.
Normalize full, light, manager, analyst, admin, service, contractor, and seasonal users; source volumes; activity storage; AI/answer usage; sandbox; support tier; contract minimum; term; uplift; data retention; and export assistance. Backstory, Clari, and Gong require scoped quotes for a fair enterprise comparison. Salesforce cost may be embedded yet still creates administration and edition dependencies.
Build expected, high-growth, and downside cases. Downside includes an extended dual run, data remediation, missing historical export, custom integration, duplicate cleanup, delayed rollout, and two platforms remaining after promised consolidation. Attribute time savings once.
Choose the smallest complete replacement
Keep Backstory when it passes the incumbent audit and reconfiguration solves the issue at lower risk. Choose Clari when the capture layer and broader Clari revenue operating model both pass. Choose Gong when interaction-centered context and purchased revenue applications replace the required jobs. Choose Salesforce-native capture when scope is intentionally narrower. Choose Gangly only when the funded job is seller workflow and enterprise capture/analytics requirements are separately satisfied.
Document requirements, incumbent baseline, corpus, scorecard, quotes, security findings, write matrix, data lineage, cutover sequence, watermarks, rollback triggers, owners, support, renewal metrics, and exit. Review at 30, 90, and 180 days using capture/exclusion accuracy, CRM defects, trusted decisions, user task success, administrator effort, incidents, and tools retired.
The best People.ai alternative is not the platform with the closest homepage. It is the smallest governed architecture that preserves required history, captures the right activity, excludes the wrong activity, writes each record once, and produces decisions people can trace.