> ## Documentation Index > Fetch the complete documentation index at: https://deepline.com/docs/llms.txt > Use this file to discover all available pages before exploring further. # Deal Risk Signals & Signal Combination Plays > How do I detect pipeline risk early and combine multiple buying signals into high-converting outreach? Use it to pilot, verify output, and scale safely. Six CRM signals catch pipeline rot before it shows up in forecast calls. Single-threaded deals win at roughly **5%**; deals with 5+ stakeholders reach **30%** ([Gong](https://www.gong.io/blog/data-shows-top-reps-dont-just-sell-they-orchestrate-with-ai), 1.8M opportunities). Combining multiple buying signals into one message also converts well. Signal-based outreach gets **18% response rates** vs 3.4% for generic cold email ([Autobound](https://www.autobound.ai/blog/signal-based-selling-complete-guide)). ## How do I detect deal risk signals with Claude Code? The workflow scans your active pipeline for risk patterns and flags deals that need immediate attention. In Claude Code, type: ``` /deepline-gtm Analyze my active deals in HubSpot. Flag deals with no meeting in 14+ days, deals with only one contact on calls, deals that stalled in the same stage for 2x the average, and any deal with a close date pushed more than once. ``` **With Codex:** ``` codex "Pull all open deals from HubSpot pipeline. Score each deal for risk: check meeting cadence, contact count, stage duration vs average, close date history, and competitor presence. Output a ranked risk report." ``` ## What are the six deal risk signals? **Priority:** P0-P1 | 30-day decay | 24h SLA | Signal | Trigger | Action | | --------------------------- | ------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | **Gone cold** | No meeting in 14+ days after active cadence | Re-engage with a value touchpoint. Never "just checking in." Share a case study, industry insight, or ROI calculation. | | **Single-threaded** | Only one contact on calls | Multi-thread immediately. Single-threaded deals win at \~5%; 5+ stakeholders reaches \~30% ([Gong](https://www.gong.io/blog/data-shows-top-reps-dont-just-sell-they-orchestrate-with-ai), 1.8M opportunities). Find other stakeholders via enrichment. | | **Competitor entered** | New competitor mentioned on deal | Deploy battlecard. Lead with your specific advantage, not generic positioning. See [Competitive Intelligence](/docs/plays/signal-competitive-intel). | | **Stage stall** | Deal in same stage 2x longer than average | Re-qualify. Ask directly: "What needs to happen to move forward?" If they cannot answer, the deal may not be real. | | **Close date pushed again** | Second or more push | Repeated pushes signal a qualification problem, not a timing problem. Re-qualify or close it out. Zombie deals corrupt your forecast. | | **Big deal, no activity** | \$200K+ ACV, no stage change in 30+ days | Biggest forecast risk. Weekly check-in required. Escalate to VP Sales if no movement after direct outreach. | ## How should I escalate based on risk stacking? The number of simultaneous risk signals on a deal determines the escalation level. | Risk signals | Escalation | Response | | -------------- | ---------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | | **1 signal** | AE handles | Standard risk mitigation. AE addresses the specific signal within 24h. | | **2 signals** | AE + manager weekly check | Manager reviews the deal weekly. AE presents a specific plan to address both risk signals. | | **3+ signals** | VP Sales gets involved today | This deal is at serious risk. VP Sales reviews the account, may join the next call, and decides whether to invest more or cut losses. | ## How do I combine multiple buying signals into one outreach? Don't send separate touches for each signal. Combine them into one contextual message. | Play | Signal combo | Approach | | ----------------------- | ----------------------------- | ----------------------------------------------------------------------------------------------------------------------------------- | | **The Re-Entry** | Champion move + Funding | Former buyer at company that just raised. Personal note referencing both the move and the round. | | **The Build** | Funding + Hiring | Raised B+ and hiring relevant roles. Deploy product before hires start — the "sequencing" angle. | | **The Rescue** | Deal Risk + Contact Departure | Primary contact left an active deal. Map remaining committee immediately. See [Champion Tracking](/docs/plays/signal-champion-tracking). | | **The Displacement** | Competitor News + Any Signal | Prospect uses competitor that just had bad news. Any additional signal makes this a top-priority target. | | **The Regulatory Push** | Any Signal + Deadline | Any ICP account showing a signal near a regulatory deadline. Urgency is built in. | In Claude Code, type: ``` /deepline-gtm Check my target accounts for signal combinations: companies where a former champion moved AND they recently raised, or companies where they are hiring AND had recent M&A news. Rank by signal strength and find decision maker emails. ``` **With Codex:** ``` codex "Cross-reference my champion job change list with recent funding data. Find accounts that have BOTH signals. Get the champion's new email and push to my P0 outbound sequence." ``` ## What are the rules for signal-based account management? These rules prevent over-contacting accounts. 1. **Max 1 signal outreach per account per 14 days.** Multiple signals on the same account go into one message, not multiple touches. 2. **Combine signals into ONE message.** Never send separate emails for each signal. The combined context makes the outreach land. 3. **30-day cool-off after a reply or meeting booked.** Once you get engagement, switch to the sales process. Stop signal-triggered outreach. 4. **3+ signals per month on the same account = manual AE review.** High signal density either means the account is genuinely hot or your signal definitions are too broad. AE reviews before any outreach. ## What does the deal risk workflow do step by step? Load all open deals from CRM via MCP. Include deal value, stage, close date, contact associations, and activity history. Compute average time-in-stage for each pipeline stage across all won deals. This becomes the baseline for stall detection. Check each deal against the six risk signals. Count the number of active signals and assign a risk score. For deals with only one contact, use enrichment to find additional stakeholders at the company. Look for the economic buyer, technical evaluator, and end user. Output a ranked list of at-risk deals with specific signals, recommended actions, and escalation level. Update deal records with risk scores and create tasks for AEs and managers via MCP. ## Frequently Asked Questions ### How often should I run deal risk analysis? Weekly. Pipeline health changes fast. Set up a Monday morning scan so AEs start the week knowing which deals need attention. ### What is the best way to re-engage a cold deal without "just checking in"? Share something specific: a case study, a new feature that addresses their stated concern, an industry benchmark, or a warm intro to a peer who solved the same problem. Give them a reason to respond, not just a reminder that you exist. ### How do I multi-thread a single-threaded deal? Use enrichment to find other stakeholders at the company. Look for the economic buyer (usually a VP or C-level), a technical evaluator (usually a manager or director), and the end user. Reach out to each with role-specific messaging. Ask your existing contact for introductions — "Who else on your team should be involved in this evaluation?" ### When should I kill a deal instead of trying to save it? When you see 3+ risk signals, the close date has been pushed twice, and the primary contact is unresponsive. Zombie deals corrupt your forecast and waste AE time. Close it out, note the reason, and set a re-engagement reminder for 90 days. ### How do I prevent over-contacting high-signal accounts? Follow the 14-day rule: max one signal-triggered outreach per account per 14 days. If multiple signals fire in the same window, combine them into one message. After any positive response (reply or meeting), switch to the regular sales cadence and stop signal-triggered outreach for 30 days. *** **Related:** [Champion Tracking](/docs/plays/signal-champion-tracking) | [Hiring Signals](/docs/plays/signal-hiring) | [Fundraising Signals](/docs/plays/signal-fundraising) | [Competitive Intelligence](/docs/plays/signal-competitive-intel) | [Lead scoring and signal discovery](/docs/plays/play-qualify-lead-fit)