# Verification Audit - AI Dialogue Toy SEA Batch 1

## Summary
- Total leads audited: **280**
- Tier A (usable now): **90**
- Tier B (usable after light review): **161**
- Tier C (manual check before outreach): **12**
- Tier D (hold until re-verified): **17**
- Contact-ready file (A+B): **251** leads
- Placeholder website fields cleaned in output: **6**

## Country Breakdown
- Malaysia: A=26, B=50, C=6, D=3
- Singapore: A=32, B=54, C=2, D=4
- Thailand: A=32, B=57, C=4, D=10

## Tier Rules
- **A**: official site/domain/company signals match strongly; suitable for immediate use.
- **B**: company appears real and contactable, but one or more fields are incomplete or sourced from association/member pages.
- **C**: likely real, but blocked by anti-bot, brand/legal-entity mismatch, or weak automated match; manual spot-check required.
- **D**: current environment could not confirm reliably enough; re-check before use.

## Important Fixes Applied in Cleaned Output
- Replaced non-URL placeholder values like `Missing on member page` / `Missing` with blank `website_clean` fields in the verified outputs.
- Preserved original `website` values for traceability, while adding `website_clean`, `verification_tier`, `authenticity_status`, and `authenticity_note` columns.

## Manual Review / Hold List

| Tier | Country | Company | Website | Note |
|---|---|---|---|---|
| C | Malaysia | Cytron Technologies | https://www.cytron.com.my/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. |
| C | Malaysia | Lafonis Educational Supplies Sdn Bhd | https://www.lafonis.com.my/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. Email domain matches website domain. |
| C | Malaysia | MR.TOY | http://www.mrtoy.com.my/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. |
| C | Malaysia | Museum Shop, Bank Negara Malaysia Museum and Art Gallery | https://museum.bnm.gov.my/v2/shop/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. Email domain matches website domain. |
| C | Malaysia | Myduino | https://myduino.com/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. Email domain matches website domain. |
| C | Malaysia | PlanToys Malaysia (The Playlab Shop) | https://www.plantoys.com.my/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. Email domain matches website domain. |
| C | Singapore | Bambini L'affare Pte Ltd | http://bambinilaffare.com/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. Email domain matches website domain. |
| C | Singapore | Growingkidz Singapore | https://www.growingkidz.com.sg/ | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. |
| C | Thailand | A Little Lullaby | https://nappibaby.com | Partially verified; needs a manual spot-check before outreach. brand/legal name appears to map to nappibaby.com retail brand Public email uses a generic mailbox domain. |
| C | Thailand | AG Dragon Company Limited | https://www.abcthebaby.com/ | Partially verified; needs a manual spot-check before outreach. legal entity appears to trade via brand site abcthebaby.com |
| C | Thailand | Asia Books | https://www.asiabooks.com/en/stationeries-gift-ideas/toys-games/education-toy/education-brand-toys/thai-otherlanguages.html | Site appears real but is blocked by anti-bot / security verification during audit. Anti-bot/security page seen in audit environment. |
| C | Thailand | Saraburi Toys Ltd.,Part. | http://saraburitoys.com | Partially verified; needs a manual spot-check before outreach. Public email uses a generic mailbox domain. |
| D | Malaysia | Autobotic AI and Robotics Education | https://www.autobotic.com.my/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Malaysia | Kidocode | https://www.kidocode.com/ | Site could not be confirmed automatically due to connection/timeout error. Email domain matches website domain. |
| D | Malaysia | MPH Bookstores / MPHOnline | https://mphonline.com/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Singapore | Counter11 | https://counter11.com.sg/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Singapore | H2 Hub | https://www.ishoph2hub.com/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Singapore | Mustafa Centre | https://www.mustafa.com.sg/ | Site could not be confirmed automatically due to connection/timeout error. Email domain matches website domain. |
| D | Singapore | WHSmith Singapore | https://www.whsmith.com/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Thailand | 2C&P Co.,Ltd. | https://twocandp.com | Site could not be confirmed automatically due to connection/timeout error. Public email uses a generic mailbox domain. |
| D | Thailand | Ariya Toys Co.,Ltd. | https://ariyatoys.com | Site could not be confirmed automatically due to connection/timeout error. Email domain matches website domain. |
| D | Thailand | B.K. Latex Product Co.,Ltd. | http://bklatex.com | Site returned HTTP 502. Email domain matches website domain. |
| D | Thailand | Kid-D Enterprise Co.,Ltd. | https://www.playground-th.com | Site could not be confirmed automatically due to connection/timeout error. Public email uses a generic mailbox domain. |
| D | Thailand | Kinokuniya Thailand | https://thailand.kinokuniya.com/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Thailand | Mothercare Thailand | https://www.mothercarethailand.com/ | Site could not be confirmed automatically due to connection/timeout error. |
| D | Thailand | Teddy House Co.,Ltd. | https://teddyhouse.com | Site could not be confirmed automatically due to connection/timeout error. Email domain matches website domain. |
| D | Thailand | Tomy | http://tomythaliand.com | Site returned HTTP 502. |
| D | Thailand | True Coding School | https://truecodingschool.com/en | Site could not be confirmed automatically due to connection/timeout error. Public email uses a generic mailbox domain. |
| D | Thailand | Wangdek Toysland Co., Ltd. | https://www.wangdekshopping.com/ | Site could not be confirmed automatically due to connection/timeout error. Public email uses a generic mailbox domain. |

## Output Files
- `leads_verified_all.csv` - all 280 leads with audit columns
- `leads_contact_ready.csv` - filtered A/B leads for working outreach list
- `verification_audit.md` - this summary