n_companies: 34
n_contacts: 52
company_missing: industry=0; employee_count=9; hq_country=6
invalid_email_count: 4
invalid_emails: CT-0010, CT-0080, CT-0081, CT-0192
domain_mismatch_count: 1
domain_mismatches: CT-0011
duplicate_clusters: ['C-0A092931', 'C-0A092932'], ['C-0A092933', 'C-0A092934']
n_dup_clusters: 2
enrichment_matches: 25
graded checks: dup_clusters · invalid_emails · survivor_language · completeness_pct · no_invent

Model's actual answer

show the model's full answer

Data for deals is missing. Deal completeness and top fixes by pipeline amount cannot be calculated.

### CRM Completeness Audit

**Companies (34 records)**
*   Industry: 100% (34/34)
*   Employee Count: 67.6% (23/34)
*   HQ Country: 73.5% (25/34)

**Contacts (52 records)**
*   Email: 100% (52/52)
*   Title: 73.1% (38/52)
*   Persona: 69.2% (36/52)

### Duplicate Company Clusters

*   **Cluster 1 (acme-corp.com):** C-0A092931, C-0A092932. **Survivor: C-0A092932** (more current employee count).
*   **Cluster 2 (globex.io):** C-0A092933, C-0A092934. **Survivor: C-0A092934** (standardized industry).

### Contact Data Issues

**Invalid Emails:**
*   CT-0010: `user0@`
*   CT-0080: `user0@`
*   CT-0081: `user1@`
*   CT-0192: `user2@`

**Domain Mismatches:**
*   CT-0011: email domain `other-domain.com` != company domain `66d1fc.com`

### Proposed Fixes (Enrichment)

| Company Alias | Field | CRM Value | ZI Value | Recommended Source |
| :--- | :--- | :--- | :--- | :--- |
| C-66D1FC | industry | tech | Computer Software | ZoomInfo |
| C-950043 | hq_country | US | United States | ZoomInfo (normalization) |
| C-EC3025 | employee_count | (missing) | 400 | ZoomInfo |
| C-EC3025 | hq_country | USA | United States | ZoomInfo (normalization) |
| C-96039F | employee_count | (missing) | 400 | ZoomInfo |
| C-96039F | hq_country | USA | United States | ZoomInfo (normalization) |
| C-44EA29 | industry | tech | Computer Software | ZoomInfo |
| C-44EA29 | employee_count | (missing) | 400 | ZoomInfo |
| C-92D97D | industry | Technology | Computer Software | ZoomInfo |
| C-D04904 | employee_count | (missing) | 400 | ZoomInfo |
| C-77A95A | industry | Technology | Computer Software | ZoomInfo |
| C-77A95A | hq_country | US | United States | ZoomInfo (normalization) |
| C-AA8DDA | industry | Technology | Computer Software | ZoomInfo |
| C-B23205 | employee_count | (missing) | 400 | ZoomInfo |
| C-B23205 | hq_country | US | United States | ZoomInfo (normalization) |
| C-E51FB7 | hq_country | USA | United States | ZoomInfo (normalization) |
| C-D0662E | hq_country | US | United States | ZoomInfo (normalization) |
| C-B25F40 | industry | Technology | Computer Software | ZoomInfo |
| C-60C75F | industry | tech | Computer Software | ZoomInfo |
| C-60C75F | employee_count | (missing) | 400 | ZoomInfo |
| C-425E2A | industry | Tech | Computer Software | ZoomInfo |
| C-425E2A | hq_country | USA | United States | ZoomInfo (normalization) |
| C-2D7423 | hq_country | USA | United States | ZoomInfo (normalization) |
| C-7BBDFA | employee_count | (missing) | 400 | ZoomInfo |
| C-50D386 | employee_count | (missing) | 400 | ZoomInfo |

### Top 10 Fixes by Pipeline Amount

Cannot be calculated due to missing deals data.

### Candidate Analysis

1.  **Deal-EC3025**: "We need SCIM user provisioning — our security team will not approve any tool that requires manual account management." (Prospect)
    *   **Classification**: Real gap (per docs: "SCIM user provisioning... NOT currently listed as supported")
    *   **Amount**: Not available
2.  **Deal-D0D6B5**: "Our payroll runs on ADP Workforce Now and I don't see ADP anywhere in your integration list — that's a dealbreaker for us." (Prospect)
    *   **Classification**: Real gap (per docs: "ADP Workforce Now integrations are NOT currently listed as supported")
    *   **Amount**: Not available
3.  **Deal-CFE7F4**: "I tried to build a custom report combining recognition frequency with turnover and couldn't — is that possible on our current plan?" (Prospect)
    *   **Classification**: Plan gate (per docs: "Custom report builder" is on Enterprise plan)
    *   **Amount**: Not available
4.  **Deal-84DBA6**: "We turned on the Slack integration in July, but half our managers still haven't given a single recognition — nobody ever trained them on it." (Prospect)
    *   **Classification**: Rollout/enablement issue (Slack integration is available on all plans)
    *   **Amount**: Not available

### Summary of Real Product Gaps

*   **SCIM user provisioning**: Deal-EC3025
*   **ADP Workforce Now integration**: Deal-D0D6B5

### Lead-in (First Five Minutes)
In 8 out of 10 calls, the rep leads with the exact same social proof statement:
"Quick one to kick off: a 400-person retailer we work with cut regretted turnover 18% in two quarters after automating milestone awards, and I wanted to walk you through exactly how they did it."

Other lead-ins used:
* "I put together a short agenda — security review first, then pricing."
* "You asked for straight pricing last time, so let's start there."

### Handling Common Objections

**1. Budget locked / No new line items (raised 4 times)**
* **Response:** "Totally fair. Most teams fund this out of turnover savings — that retailer saved about $210k in avoided backfills, which is how their finance team signed off."

**2. Timing / Busy with other priorities (raised 3 times)**
* **Response:** Makes sense. What if we scope a 90-day pilot with one department so you have internal data before next quarter's planning?

**3. Status quo / Spreadsheets work fine (raised 3 times)**
* **Response:** "Spreadsheets work until they scale — the difference is automation: milestones fire without HR lifting a finger, and you get analytics on who is being recognized."

### Concrete Next Step Agreement Rate
A concrete next step was agreed upon in **7 out of 10 calls (70%)**.
* Agreed: TT-001, TT-002, TT-003, TT-005, TT-006, TT-008, TT-009
* Not agreed: TT-004, TT-007, TT-010

### Competitors Raised by Prospect
* Awardco (TT-003)
* Kudos (TT-007)

show the model's full answer

**Weekly Rewards Report - Redemptions Section**
*Last completed month: August 2026*

**Key Metrics**
*   **Redemption Count:** 284
*   **Spend:** $25,235.00
*   **Unique Redeemers:** 208
*   **Redemptions per Redeemer:** 1.37

**Provider Mix (by Spend)**
*   **custom:** 42.4% ($10,693.00)
*   **Tremendous:** 27.9% ($7,045.00)
*   **Snappy:** 19.6% ($4,957.00)
*   **TangoCard:** 10.1% ($2,540.00)
*(Sum: 100.0%)*

**Top 5 Countries by Redemptions**
1.  **US:** 166
2.  **CA:** 19
3.  **AU:** 18
4.  **NL:** 15
5.  **GB:** 13

Here is a synthesis of the quarter's support tickets, ranked by ARR exposure.

Total Tickets: 80
Total ARR Affected: $1,598,900

---
**Theme 1: Account C-0E9C27D1 Billing Disputes (Single-Account Noise)**
- **Count**: 16
- **Share**: 20.0% (16/80)
- **Distinct accounts**: 1 (C-0E9C27D1)
- **ARR affected**: $832,000 (16 * $52,000)
- **Two ticket ids**: IC-460071, IC-460078
- **Recommendation**: Assign a dedicated account manager to resolve recurring billing and seat-count discrepancies for C-0E9C27D1.

**Theme 2: HRIS Provisioning Failures (Broad Pattern)**
- **Count**: 12
- **Share**: 15.0% (12/80)
- **Distinct accounts**: 3 (C-0B2213A9, C-0F6C0F34, C-0DDFC9A7)
- **ARR affected**: $456,000 ($252,000 + $60,000 + $144,000)
- **Two ticket ids**: IC-460059, IC-460062
- **Recommendation**: Investigate and fix root causes of HRIS sync failures (skipped new hires, non-creation of accounts) affecting multiple high-ARR customers.

**Theme 3: Redemption & Gift Card Failures (Broad Pattern)**
- **Count**: 18
- **Share**: 22.5% (18/80)
- **Distinct accounts**: 7 (C-0CEF69FD, C-0B827671, C-0FCCD2DF, C-0F876796, C-14264ABD, C-0D9CA315, C-0B0F1BAB)
- **ARR affected**: $177,300 ($26,700 + $42,800 + $28,800 + $26,100 + $33,000 + $9,600 + $10,300)
- **Two ticket ids**: IC-460025, IC-460035
- **Recommendation**: Prioritize fixing checkout errors and gift card delivery failures to prevent points from being deducted without successful redemption.

**Theme 4: Points Recognition & Balance Issues (Broad Pattern)**
- **Count**: 20
- **Share**: 25.0% (20/80)
- **Distinct accounts**: 9 (C-0D3278C7, C-0BF20542, C-0D0B047C, C-0BE96399, C-0D284E42, C-0D6CC8E3, C-21FEBCBB, C-0DD0626C, C-0B2895EF)
- **ARR affected**: $70,200 ($10,500 + $9,000 + $9,000 + $8,100 + $10,200 + $12,600 + $2,900 + $5,000 + $2,900)
- **Two ticket ids**: IC-460004, IC-460016
- **Recommendation**: Address backend delays in point accrual and balance updates to ensure real-time accuracy for users.

**Theme 5: Slack Integration Instability (Broad Pattern)**
- **Count**: 14
- **Share**: 17.5% (14/80)
- **Distinct accounts**: 4 (C-0B843542, C-0BA71F12, C-10A56B0F, C-8C2E8F00)
- **ARR affected**: $63,400 ($13,200 + $23,400 + $21,600 + $5,200)
- **Two ticket ids**: IC-460041, IC-460047
- **Recommendation**: Stabilize the Slack integration, focusing on authentication persistence, sync reliability, and slash command functionality.

**Q3-2026 Weekly Marketing Goals Update (Day 66/92 — 71.7% Elapsed)**

*   **SQMs:** 230 actual vs 300 target (Delta: -70). Pace: Ahead (Pace target: 215).
*   **SQOs:** 84 actual vs 120 target (Delta: -36). Pace: Behind (Pace target: 86).
*   **DS2s:** 40 actual vs 75 target (Delta: -35). Pace: Behind (Pace target: 54).
*   **Closed-Lost MIA Rate:** 20% actual (5 MIA / 25 total) vs 10% target (Delta: +10pp). Pace: Behind (Above target).
*   **Same-Quarter Closes:** 10 actual vs 20 target (Delta: -10). Pace: Behind (Pace target: 14).
*   **Active Pipeline:** $3,000,000 actual vs $4,000,000 target (Delta: -$1,000,000). Pace: Ahead (Pace target: $2,869,565).

Data regarding prior week metrics is missing, so a specific summary of what moved this week cannot be provided.

Q1: Yes, customer data is encrypted at rest using AES-256. [P1]
Q2: Yes, data in transit is encrypted with TLS 1.2 or higher. [P1]
Q3: Yes, we maintain a SOC 2 Type II report. It is available under NDA. [P2]
Q4: Customer data is retained for 90 days after contract termination, then deleted from production. [P3]
Q5: The subprocessor list is at trust.bonusly.com. Customers receive 30 days notice of additions. [P4]
Q6: Yes, SAML 2.0 is available on the Enterprise plan. [P5]
Q7: Production databases are backed up daily and retained for 35 days. [P6]
Q8: Unanswerable from provided excerpts. This would be covered in our security certifications documentation.
Q9: Unanswerable from provided excerpts. This would be covered in our Service Level Agreement.
Q10: Unanswerable from provided excerpts. This would be covered in our legal or compliance documentation.

NDA-1: GREEN — Standard mutual terms, Delaware law, and includes standard carve-outs in clause 3 ("(a) is or becomes publicly available... (e) must be disclosed by law or court order").
NDA-2: YELLOW — Counsel review required due to the embedded non-solicitation clause 4: "During the term of this Agreement and for eighteen (18) months thereafter, neither party shall solicit for employment or hire any employee of the other party with whom it came into contact under this Agreement."
NDA-3: RED — Full legal review required due to a non-compete in clause 2 ("Recipient shall not, directly or indirectly, engage in or provide services to any business that competes with Discloser's business"), missing carve-outs noted in clause 4 ("No confidentiality carve-outs are stated in this Agreement"), and non-standard governing law/venue in clause 3 ("laws of the Republic of Ireland... exclusive jurisdiction of its courts").