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veripath/docs/validation/2026-08-15-gilmore-heating-air/findings.md
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Leonard 394d5dae3f feat(auditing): pipeline v1.1 — report generation + scripted gate + temporal delta
- report_generate.py: REPORT-final.md + VALIDATION.md from findings + raw
  capture; per-surface status from summary.surfaces_ok; Data Limitations
- report_gate.py: §6 gate scripted (count/evidence/identity/material
  support); non-zero exit blocks delivery
- audit_diff.py: before/after capture comparison -> DELTA.md
- audit_pipeline.sh: 2 steps -> 4; collision-safe capture copy (re-runs
  preserve baseline); relative output dir resolved to absolute
- beta-audit-process.md: locked v1.0 -> v1.1 (+ dated decision record)
- all 9 runs of the 2026-08-15 batch regenerated + gated (9/9 PASS)
- live end-to-end proof: Gilmore re-run, DELTA.md 0 changes (same day)
2026-08-15 16:52:23 +00:00

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Raw Blame History

Audit Findings — Gilmore Heating, Air and Plumbing

Generated: 2026-08-15 16:46 UTC Sources checked: google_business_profile, apple_maps Rating: 4.8 | Reviews: 3860

Severity Summary

Severity Count
🟥 Immediate 4
🟧 High 3
🟨 Medium 4
🟩 Enhancement 2
Total 13

Findings

Finding #1: Phone number inconsistent across 1 surface(s)

  • Severity: 🟥 Immediate
  • Category: Digital Identity
  • Recommendation: Standardize phone format across all directories. GBP is authoritative.
  • Evidence: ```json { "google": "(530) 290-5551", "apple": "+1 (916) 866-5596" }

### Finding #2: Address inconsistent across 1 surface(s)

- **Severity:** 🟥 Immediate
- **Category:** Digital Identity
- **Recommendation:** Standardize exact address format. GBP address is authoritative.
- **Evidence:** ```json
{
  "google": "8636 Antelope North Rd Bldg D, Antelope, CA 95843",
  "apple": "8636 Antelope North Rd, Antelope, CA  95843"
}

Finding #3: Hours mismatch on 7 day(s) — GBP is authoritative

  • Severity: 🟥 Immediate
  • Category: Google Business
  • Recommendation: Correct hours on non-GBP surfaces to match GBP. Mismatched hours cause customer complaints and trust loss.
  • Evidence: ```json [ { "day": "saturday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "sunday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "monday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "tuesday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "wednesday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "thursday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" }, { "day": "friday", "google": "Open 24 hours", "apple_maps": "12:00 AM-12:00 PM" } ]

### Finding #4: Average rating 3.6 — below 4.0 threshold

- **Severity:** 🟥 Immediate
- **Category:** Reviews
- **Recommendation:** Address negative reviews, request new reviews from satisfied customers. Below 4.0 is a strong conversion blocker.
- **Evidence:** ```json
{
  "average": 3.65,
  "by_source": {
    "google": 4.8,
    "apple": 2.5
  }
}

Finding #5: Website URL inconsistent across 1 surface(s)


### Finding #6: Rating varies by 2.3 across surfaces (range: 2.54.8)

- **Severity:** 🟧 High
- **Category:** Reviews
- **Recommendation:** Investigate why some surfaces show different ratings. May indicate stale data or mixed-up business listings.
- **Evidence:** ```json
{
  "google": 4.8,
  "apple": 2.5
}

Finding #7: No website found

  • Severity: 🟧 High
  • Category: Technical SEO
  • Recommendation: A website is essential for credibility, schema markup, and conversion. Launch one immediately.

Finding #8: Review count varies by 3588 across surfaces

  • Severity: 🟨 Medium
  • Category: Reviews
  • Recommendation: Large review count gaps suggest some surfaces have stale or merged data. Verify listing ownership.
  • Evidence: ```json { "google": 3860, "apple": 272 }

### Finding #9: Cannot determine review recency — no dates available in samples

- **Severity:** 🟨 Medium
- **Category:** Reviews
- **Recommendation:** Review date data is not available from current surfaces. Monitor via GBP dashboard directly.
- **Evidence:** ```json
{
  "sources_with_dates": []
}

Finding #10: Category varies across surfaces: consumer sector, hvac contractor

  • Severity: 🟨 Medium
  • Category: Digital Identity
  • Recommendation: Align primary category across all directories. GBP primary category is the ranking driver.
  • Evidence: ```json { "google": "hvac contractor", "apple": "consumer sector" }

### Finding #11: No business description found on any surface

- **Severity:** 🟨 Medium
- **Category:** Content
- **Recommendation:** Add a keyword-rich description to GBP and website. Descriptions improve click-through and category relevance.
- **Evidence:** ```json
{
  "surfaces_checked": [
    "google",
    "bing",
    "website"
  ]
}

Finding #12: Only 0% of sample reviews mention specific services or practitioners

  • Severity: 🟩 Enhancement
  • Category: Reviews
  • Recommendation: Encourage detailed reviews mentioning services and staff. Specific reviews rank higher and convert better.
  • Evidence: ```json { "sample_size": 3, "specific_count": 0 }

### Finding #13: Price level not set on GBP or Apple Maps

- **Severity:** 🟩 Enhancement
- **Category:** Content
- **Recommendation:** Set price level ($$$$$) on GBP. Helps users self-select and improves relevance.

## Failed Surfaces

- ❌ `bing_places` — no data returned
- ❌ `website` — no data returned