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Adscalls is an AI-assisted performance marketing orchestration layer built to generate qualified inbound phone calls by automating the digital demand stack—planning → activation → measurement → optimization—while keeping the call interaction fully human.
It does not deploy AI voice agents and does not perform outbound dialing. It drives inbound intent and routes calls to your existing team/call center.

Aggregates:

Ad platform telemetry (auctions, queries, clicks, spend)
Web analytics events (GA4/Pixel, CTA interactions, engagement depth)
Call tracking metadata (DNI mappings, timestamp, geo, device, duration, IVR path)
CRM outcomes (dispositions, appointments, revenue)

Normalizes into a feature store for intent, quality, and revenue feedback loops.

Models:

Typical methods:

Anomaly detection to suppress spam/low-quality sources

A rules + ML policy layer that:

reallocates spend across campaigns/keywords/geos
tunes bids toward call-conversion and call-quality objectives
runs geo-temporal yield shaping (dayparting aligned to staffing + close-rate curves)

Operates as closed-loop optimization against qualified inbound calls, not vanity KPIs.

Deploys and tests call-centric surfaces:

Runs A/B + multivariate experimentation, promoting winners using call volume + quality signals.

Implements:

Dynamic Number Insertion (DNI) to bind calls to sessions/campaigns/keywords (where available)
conversion-path analysis / multi-touch attribution where supportable
incrementality testing (geo splits/holdouts) to reduce optimization to noise

No AI speaks with customers; intelligence is applied pre/post capture:

quality scoring using metadata + outcomes (duration bands, IVR routing, disposition)
optional speech-to-text + topic tagging for QA/classification (calls still answered by humans)
spam/fraud heuristics to block low-value inventory

Acquire high-intent traffic (Search/Local/SEO/Retargeting) ➜
Route to call-optimized surfaces (call extensions, call-first landing pages) ➜
Capture inbound calls (tracked numbers + routing rules) ➜
Score + attribute (DNI + CRM outcomes) ➜

Optimize (budget/bids/targeting/creative via learning loop)

Available only if explicitly requested (disabled by default).
When enabled, it can:
- Auto-schedule appointments from inbound leads (e.g., post-call or post-form workflows)
- Sync with calendars/CRM and enforce routing/eligibility rules
Default mode remains: inbound call generation and human-handled conversations, with no automated dialing.

Calls answered by your humans, using your existing process

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