AI Campaign Intelligence

DeepSyte adds AI as a decision and explanation layer around campaign audits. The proof still comes from DeepSyte browser evidence and, for paid reports, DataForSEO. AI content must stay evidence-bound and stores sourceFacts, confidence, generatedAt, and any error.

DeepSyte campaign and report AI uses MiniMax Token Plan by default. Configure MINIMAX_API_KEY in the web environment. Optional overrides are MINIMAX_BASE_URL (defaults to https://api.minimax.io/v1) and MINIMAX_MODEL (defaults to MiniMax-M2.7). Older Kimi/OpenAI campaign AI fallbacks are deprecated for this surface.

The API MCP ux_review tool also uses MiniMax for text reasoning over verified page evidence. The older server-side OCR helper is deprecated; use MiniMax Token Plan MCP understand_image for direct image understanding.

What AI Does

Before launch and delivery, campaign rows can be scored as:

• qualified: reachable business site with enough context to audit and personalize.
• weak_fit: reachable but thin, low-signal, or low-confidence.
• review: reachable but the business fit is not obvious.
• block: invalid email, parked/dead/example site, suppressed recipient/domain, or other high-risk row.

AI then selects a controlled campaign angle per recipient:

• angle
• angleReason
• subjectHint
• firstLine
• ctaStyle

The email template remains controlled by DeepSyte. AI only fills evidence-based snippets such as the first line, why the finding matters, and the bridge to the full report.

Free Report Personalization

The public /r/[token] report can show AI-written copy for:

• report intro
• executive summary
• email first line
• email “why this matters”
• full-report upsell bridge

No fabricated urgency, rankings, traffic values, or business claims are allowed.

Paid Full Report AI

After a paid full report completes, DeepSyte generates:

• a top-priority strategic roadmap
• a 30-day plan
• owner, effort, impact, and verification notes
• DataForSEO opportunity explanations for keywords, competitors, relevant pages, and SERP proof

Raw DataForSEO tables remain visible as proof. AI explanations do not replace the raw market data.

Reply Assistant

Inbound AgentMail replies are classified as:

interested, price_question, who_are_you, send_more, wrong_person, unsubscribe, angry, not_interested, bounce_like, legal_risk, or unknown.

Safe categories may receive an automatic plain-text reply. Risk categories suppress instead of selling:

• unsubscribe
• angry
• not_interested
• bounce_like
• legal_risk

Suppression reasons are stored and shown in Campaigns and Inbox. Legal-risk or angry replies can pause further sends to that sender domain.

Full Audit Page Selection

Before a paid full audit, AI can choose a representative page set from:

• homepage links
• sitemap/discovery URLs
• navigation labels
• DataForSEO relevant pages
• DataForSEO ranked URLs
• business category hints

The selection keeps the existing full-report page cap and falls back to deterministic discovery if AI fails.

Safety Rules

• AI cannot invent facts.
• Outbound email remains template-controlled.
• No tracking pixels, tracking redirects, attachments, or fake urgency.
• If confidence is low, DeepSyte uses fallback copy or a conservative reply.
• Campaign cron remains the only automated sender and still enforces quotas, send windows, suppressions, consent context, and report quality gates.