Build 05 / Lost Demand Recovery
Lead Recovery AI
A governed recovery layer for the leads your CRM never sees. Lead Recovery AI captures abandoned form intent, triggers controlled recovery paths, routes eligible prospects to an AI sales agent, and returns completed submissions to Eloqua and Salesforce.
Greg's take
Marketing departments celebrate leads that never existed.
Traffic, clicks, and engagement can all look healthy while high-intent buyers still disappear before the submit button.
Then somebody quietly closes the browser.
No form, no lead, no conversation. The buyer may not have rejected the offer; they may have hit a friction point the system never saw.
The commercial opportunity is to recover that lost intent without harassing the buyer or polluting the database.
Build milestones
Product maturity checkpoints.
Abandonment Detection Concept
The concept identifies lost intent before a form becomes a CRM record.
Recovery Journey Design
The active work defines consent-aware routes back to completion.
Email/SMS Recovery Path
The next layer designs controlled recovery messages across email and SMS.
AI Sales Agent Handoff
A future assistant can answer friction points before handing back to sales.
Eloqua/Salesforce Completion Loop
Completed recoveries should return cleanly to automation and CRM systems.
The problem
The funnel is measured after the point where the leak happens.
Abandoned forms disappear
If a buyer starts a demo, event, quote, or contact form and leaves before submit, most marketing systems never create a recoverable lead record.
Intent is visible but unused
Campaign source, page, form type, partial progress, product interest, and field interaction can indicate buying intent before a full form submission exists.
Sales never gets the signal
The opportunity can be real, but it never reaches Eloqua, Salesforce, an SDR queue, or a nurture journey because the final submit event never fired.
Recovery is too manual
Most teams can retarget visitors, but they cannot safely recover a specific partially completed journey with context, consent controls, and a helpful next step.
What it does
A recovery layer between abandoned intent and completed submission.
Lead Recovery AI sits around marketing forms and listens for abandonment signals. When a prospect exits before completion, it creates a governed recovery event, checks consent and eligibility, sends a helpful recovery message, and gives the prospect a route back through an AI-assisted completion path.
Abandonment capture
Detects partial progress on high-value forms and captures only the permitted recovery signals needed to restart the journey.
Eligibility and consent gate
Recovery is not automatic at any cost. The system checks consent, region, form type, suppression rules, and recovery limits before outreach.
SMS and email recovery
Sends useful, time-sensitive recovery prompts that help the buyer continue rather than forcing a generic nurture sequence.
AI sales agent handoff
Routes the prospect to an AI-assisted sales agent that answers questions, reduces friction, and helps complete the right form.
Eloqua and Salesforce completion
When the prospect completes the journey, the final submission is passed back into the existing marketing automation and CRM flow.
Evidence and reporting
Tracks recovery attempts, resumed forms, completed submissions, channel performance, and reasons the system did not recover a visitor.
Solution architecture
A controlled spine from partial form intent to recovered lead.
The architecture is deliberately practical: capture abandonment, check eligibility, trigger recovery, assist completion, and hand the completed lead back to the systems the business already uses.
01
Partial intent captured
A visitor starts a high-value form. The system records progress, source, form context, and recoverable contact data only where permitted.
02
Recovery event created
If the journey is abandoned, a recovery event is created with suppression, consent, frequency, and compliance checks.
03
AI-assisted return path
The prospect receives a helpful route back through email, SMS, or future WhatsApp, with optional AI sales-agent support.
04
Completed lead synced
Completed submissions flow into Eloqua and Salesforce with recovery source, journey evidence, and campaign attribution preserved.
Workflow spine
Recovery journey
A buyer-friendly route back, not a spam chase.
Visitor begins a high-value form
Demo request, quote request, event registration, consultation form, content download, or product enquiry.
The form is abandoned
The browser closes, the session times out, the prospect hesitates, or a question blocks completion.
Recovery rules decide whether to act
The system checks consent, jurisdiction, known suppression, field completeness, campaign value, and contactability before triggering anything.
The prospect receives a helpful recovery prompt
Email or SMS brings them back to the right form state, offer, product, event, or AI sales-agent conversation.
The recovered lead enters normal operations
Once completed, the submission follows the standard Eloqua/Salesforce flow with recovery attribution and evidence attached.
AI sales agent
The recovery path can answer the question that stopped the form.
Many abandoned forms are not rejection. They are hesitation. The visitor may need pricing context, product fit, implementation reassurance, event details, or a reason to trust the next step. Lead Recovery AI uses the AI sales agent as a guided completion layer, not a replacement for sales.
Answers simple blockers
The agent can answer common product, event, qualification, or next-step questions before the buyer gives up.
Keeps sales context intact
Conversation notes, campaign source, form intent, and completion status can be passed to sales or CRM for follow-up.
Escalates when needed
If the prospect needs a human, the agent can route the conversation instead of pretending every query should be handled automatically.
Protects the workflow
The agent works inside product, compliance, and consent boundaries rather than inventing offers or bypassing approved routing.
Evidence / Governance
Recovery only works if the rules are stronger than the automation.
Boundaries the system must respect
> Cannot recover suppressed contacts
> Cannot bypass consent or country rules
> Cannot invent sales offers or pricing
> Cannot push incomplete leads as complete submissions
Evidence the system records
> Campaign source and form context
> Abandonment trigger and eligibility result
> Recovery channel, message, and timestamp
> Completed submission and CRM handoff result
Technical build stack
A lightweight recovery layer around existing marketing systems.
Capture layer
Captures recoverable form progress and intent signals without replacing the existing form platform.
Recovery engine
Eligibility, suppression, recovery timing, attribution, logging, and channel orchestration sit in the server-side recovery layer.
Completion layer
The agent reduces friction, then final submissions return to the normal marketing automation and CRM path.
ROI case
The business case starts with demand already paid for.
Lead Recovery AI does not need to create new demand to prove value. It starts with demand that already reached a form and then disappeared. The commercial case is the recovered percentage of that lost intent.
Current leak
Recovery value
Conservative case
Recover a small number of high-intent demo or quote requests that would otherwise disappear before CRM creation.
Stronger case
Recover enough abandoned form starts to increase campaign ROI without increasing media spend.
Enterprise case
Expose a recurring revenue leak across markets, campaigns, and forms, then make recovery measurable and repeatable.
Next evolution
A phased build that starts narrow and proves recovery before scaling.
Abandoned form capture prototype
Track high-value form starts, abandonment events, form context, campaign source, and eligibility outcome.
Email and SMS recovery journey
Send governed recovery prompts with frequency limits, suppression checks, and completion tracking.
AI sales agent completion path
Route prospects to an AI-assisted conversation that answers blockers and helps complete the correct form.
Eloqua/Salesforce recovery evidence
Sync completed submissions, recovery source, journey evidence, and sales context into marketing automation and CRM.
Recovery operating model
Dashboard abandoned intent, recovered leads, channel performance, suppression decisions, and revenue influence across campaigns.
Greg's take
A lost lead is not always a bad lead. Sometimes it is a good lead trapped inside bad timing, bad UX, missing confidence, or one unanswered question.
The old funnel only sees the people who finish. It treats silence as absence. But silence is not absence. Silence is often friction with no witness.
Lead Recovery AI is built to witness that moment. Not to harass the buyer. Not to inflate the database. To see the leak, respect the rules, and create one clean route back.
The system is simple on purpose: find lost intent, recover it safely, and prove what came back.
Want to recover demand before it disappears?
For abandoned form recovery, Eloqua/Salesforce recovery journeys, AI sales-agent completion flows, or marketing automation architecture.