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04 · Ideal customer profile: who to pursue, who to avoid, and the limits

Drafted 22 September 2026 from the public record (search snippets collected in research/) plus an owner-run extraction of halaman.com pages (research/owner-supplied-page-extraction.md). Halaman's references page shows twelve customer logos; the full customer list and the revenue split are still not public, so the profile is inferred from those references, products, machines, certifications, export markets and buyer-side evidence. Figures marked "estimate" are ours, not the companies'. The owner's real customer list (doc 03, doc 09 question B1) will re-weight it.

Özet (TR) Kanıtlanmış ideal müşteri, Türkiye'den tedarik eden AB/BK moda, iç giyim, çorap ve spor giyim markaları ile kendi markalı giyim veya kozmetik satan perakendecilerdir: halaman.com referans sayfasındaki 12 logo (Lacoste, Benetton, Etam, Salomon, Under Armour, H&M, Hugo Boss, Le Bourget; Tesco, Monoprix, Boots; Burger King) bunu gösterir; 12'nin 5'i Fransız, hiçbiri Türk değil. Hacim yolu, bu markalara üreten Türk çorap, iç giyim, ev tekstili ve hazır giyim ihracatçılarıdır (marka nominasyonuyla askı kartı, kâğıt askı, banderol); Primark, M&S, Decathlon, Tchibo, bonprix, Calzedonia gibi plastikten kâğıda geçen markalar ise benzer (lookalike) hedeflerdir. İkinci sırada kozmetik gelir: Türkiye'deki ihracatçı markalar ve fason üreticiler ile Almanya, Avusturya, İsviçre, Benelüks, İskandinavya, Fransa ve İtalya'daki FSC şartı koyan markalar (katlanır kutu, lüks kutu, HP Indigo ile kısa tiraj). Üçüncü halka: premium gıda ve çay, ilaç/OTC (ISO 15378 eksik, önce nitelendir), mücevher ve mum gibi hediye ürünleri, DACH bölgesindeki D2C markaları. Coğrafya sınırı: üretim yeri Türkiye veya merkez AB/BK; Fransa (referansların 5/12'si), Almanya (Hamburg ofisi), Birleşik Krallık, İtalya ve Slovakya öncelikli. ABD ve Uzak Doğu merkezli firmalar ancak Türkiye'de üretiyor veya AB mağazaları için alıyorsa girer. Büyüklük sınırı: 100 ile 5.000 çalışan, 20 milyon ile 1 milyar euro ciro tatlı nokta; 20 çalışan veya 2 milyon euro cironun altı elenir; devler (Inditex, H&M) yalnızca nominasyon yoluyla. Ürün sınırı: yalnızca baskılı karton (askı kartı, kâğıt askı, banderol, katlanır kutu, özel kutu). Oluklu koli, esnek ambalaj ve plastik isteyenler kapsam dışı. Sipariş sınırı: yıllık ambalaj harcaması 250 bin ile 10 milyon euro arası ideal; 50 bin euronun altı yalnızca dijital kısa tiraj projesi olarak. Uyum sınırı: FSC, BRCGS (gıda teması), ISO 12647-2 renk, SMETA/BSCI sosyal denetim ve PPWR uygunluk beyanı isteyen alıcılar lehimize (belgeler halaman.com'da); yalnızca ISO 15378 isteyen ilaç alıcıları için önce belge tamamlanmalı. Kanal sınırı: Almanya ve Avusturya'da izinsiz soğuk e-posta yasak (UWG §7); LinkedIn, fuar, tavsiye ve telefon kullanılır. Rakip ambalajcılar, konkordato halindeki firmalar ve yalnızca plastik isteyenler kesin elenir.

1. What we know about the current customer base

Search engines index no customer name: 135 queries over four angles and about 180 brand co-occurrence tests found none (research/customers.md, doc 03). The references page is a logo wall that only a browser can read. An owner-run extraction on 22 September 2026 read it (research/owner-supplied-page-extraction.md, data/halaman_customer_candidates.csv).

1.1 The twelve references on halaman.com (claimed by Halaman, logo only)

# Brand Sector HQ Reading for the profile
1 Lacoste fashion, sportswear FR apparel brand with Turkish suppliers on its factory list
2 United Colors of Benetton fashion IT apparel brand; 2024 supplier list names Turkish factories
3 Etam lingerie FR lingerie group with a sourcing office in Türkiye
4 Burger King quick-service food US, EU franchise food-service paper packaging (a side door, not a tier)
5 Salomon sports, outdoor FR sportswear and outdoor
6 Under Armour sportswear US sportswear buying for EU stores
7 H&M fashion retail SE Türkiye a top-3 sourcing country
8 BOSS / Hugo Boss fashion DE Izmir plant; FSC paper for socks and bodywear
9 Tesco grocery and clothing retail (F&F) GB retailer own-brand clothing
10 Monoprix department and grocery retail FR retailer own-brand clothing and beauty
11 Boots pharmacy and beauty retail GB retailer own-brand beauty
12 Le Bourget Paris 1924 hosiery FR hosiery brand

Page wording: "Here are some of our references. For more detailed reference information please contact us." The nature, products and dates of each relationship are not stated and no brand has confirmed it. Eight of twelve are apparel, lingerie, hosiery or sportswear brands; three are retailers with own-brand clothing or beauty; one is quick-service food. Five are French, two British, one each German, Italian and Swedish, two American; none is Turkish. Six of the twelve (H&M, Hugo Boss, Tesco, Etam, Benetton, Lacoste) also appear in the prospect files and belong in an existing-account expansion list in doc 05, not in cold prospecting.

1.2 Other public statements

Fact Source
"the global nominated supplier of large groups and brands" https://www.halaman.com/printing-house/history
"a family-owned printer of packaging for some of Europe's best-known brands" https://blogs.worldbank.org/en/voices/guarantees-empower-the-private-sector-to-finance-development-in-turkiye
"folding cartons of all kinds, product hangers, banderoles and special packaging for major international brands, particularly in the textile and cosmetics sectors" https://www.kama.info/en/company/news/top-packaging-for-brands/
"About 70% of Halaman's customers inquire about various certifications." https://www.halaman.com/de/blog-nachrichten/importance-of-certifications.html
Exports "primarily to France, Italy, United Kingdom, Germany, Slovakia and other European countries"; "exports to over 30 countries" https://tr.linkedin.com/company/halaman-printing-and-packaging ; https://www.halaman.com/de/blog-nachrichten/weltbank-besuch-bei-halaman.html
Certified scope: "primary and secondary packaging for food, household chemical, cosmetics, pharmaceutical and textile products" https://www.dqsglobal.com/intl/customer-database/halaman-matbaacilik-ve-ambalaj-san.a.s
Fairs: All4Pack Paris, Cosmopack Bologna 2025 and 2026, FachPack 2025 via the Hamburg GmbH https://www.halaman.com/blog-news/halaman-at-cosmopack-bologna-2025.html ; https://www.fachpack.de/en/exhibitors/halaman-packaging-gmbh-2414752

What this implies: the proven customer is an EU/UK brand or retailer that sources garments in Türkiye and nominates Halaman for the packaging; the invoice often goes to a Turkish factory; France leads the reference list as it leads the export list; textile is the core, cosmetics and food are second legs (Boots, Burger King); the Hamburg GmbH is the EU-facing entity. Slovakia is unexplained; the best hypothesis is Slovak sock brands that source in Istanbul (research/customers.md section 6).

The real list must still come from the owner. The logos say who, not how much. Doc 09 question B1 asks for the top 20 customers by revenue with country, sector, products and revenue band; doc 03 section 3 gives the 12-column template (data/customers_owner.csv). Section 4.3 below explains how that file re-weights this profile. Until then the weights are hypotheses built from the references and public data.

2. The profile: segment tiers

Tier 1 is one system. The EU/UK brand or retailer nominates the packaging (proven by eleven of the twelve references); its Turkish sock, underwear, apparel and home-textile suppliers place the orders and carry the volume. Cosmetics is the second leg.

Tier Segment Scorer code Segment credit Why this rank
1c, proven anchor EU/UK fashion, lingerie, hosiery, sportswear brands and retailers with Turkish sourcing, or converting to paper hangers fashion-brand-eu 1.00 Eleven of twelve public references; they own the nomination; PPWR and plastic pledges force re-tenders
1a, volume route Turkish sock, hosiery, underwear, homewear makers exporting to EU retailers hosiery-underwear 1.00 Core products (header cards, paper hangers, banderoles); cluster next door; the factories that order under the nominations
1b, volume route Turkish apparel and home-textile exporters with named EU brand customers textile-manufacturer-exporter, home-textile 0.95, 0.85 Hangtags, banderoles, boxes; brand nominations flow through them
1d, second leg Cosmetics brands and contract manufacturers, Türkiye and DACH/Benelux/Nordics/FR/IT cosmetics-brand, cosmetics-contract-manufacturer 0.90, 0.80 Folding cartons, luxury boxes; HP Indigo and Scodix fit; Cosmopack presence; Boots and Monoprix own-brand beauty as references
2 Premium food, confectionery, tea food-premium 0.70 BRC/IoP fits; FSC-locked buyers; price-driven
2 Pharma and OTC pharma-otc 0.55 ISO 15378 and Braille not evidenced; qualify first
2 Luxury gift, jewellery, candles luxury-gift 0.75 Scodix embellishment; rigid-box specialists compete
2 DACH and Benelux D2C brands d2c-ecommerce 0.60 Short runs on HP Indigo; small spend; Hamburg office reach
Out Corrugated transit, flexible, plastic-only, packaging manufacturers other 0.20 or disqualified Not Halaman's plant

2.1 Tier 1a, volume route: Turkish sock, hosiery, underwear and homewear exporters

Item Detail
Why it fits Header cards with Euro hole, paper hooks and banderoles are Halaman's named products (KAMA article); Le Bourget (hosiery) and Etam (lingerie) are public references. Offset runs of hundreds of thousands per SKU family fit the B1 Heidelberg CX 102 and CD 102 presses and the B2 CX 75; seasonal artwork changes and multi-language versions fit the HP Indigo 35K HD. FSC, SMETA, BSCI and ISO 12647-2 colour are what the retailer audits ask for.
Market size Türkiye is the second-largest sock exporter after China; 2025 sock exports USD 1.156 bn, 6.2% of apparel exports (İHKİB). 1,034 firms, about 90,000 staff, 78% of them in Istanbul. Top destinations 2025: Germany USD 218 m, UK 198 m, France 134 m (İHKİB figures via research/market-textile.md).
Named examples in the data Alpin and Gelal (İHKİB 2025 Platin tier, exports above USD 50 m); Beks (110 m pairs/yr, 98% exported, Çerkezköy); Şimşek (35 m pairs/yr, 100% exported, Akçaburgaz, same neighbourhood as Halaman); Bony (100 m pairs/yr, customers H&M, Zara, Benetton, Tesco, C&A); Penti/OGUK (supplies M&S, Tesco, Primark); Bross, Altın İplik, Atlas, Naci, NBG, Bolero, Delta Alfa, Eren/Aytuğ.
Typical products Header cards (bag toppers) 300 to 350 g/m2 board, paper sock hooks, colour-coded briefs hooks, banderoles for multipacks, gift boxes for 3-packs.
Order pattern Seasonal, produced one season ahead of winter sales; repeat programmes per retailer; retailer peg-hole spec fixed. Volume per programme is millions of cards a year (M&S 5.5 to 20 m units, Decathlon 16 m hangers).
Buyer titles "Aksesuar Satın Alma Sorumlusu/Uzmanı", satın alma müdürü, ihracat müşteri temsilcisi; on the retailer side the packaging technologist who nominates.
Decision triggers A retailer switches a range from plastic hook to paper (Primark, M&S, Decathlon); PPWR applies to hangers and hangtags since 12 Aug 2026; a BSCI/Sedex audit cycle; a new private-label programme.
Competitors to displace Mainetti Türkiye (Beylikdüzü; Paperform paper hangers; customers Tesco F&F, Gap, Old Navy, Decathlon); Trimco Group Turkey (Başakşehir; FSC paper hangers with RFID and QR); Kağıt Ustaları, Eco Hangers, Fer Matbaa, ARD Ofset (price tier); Chinese hanger exporters (price floor).
Top evidence https://www.ihkib.org.tr/content/files/uploads/51/2025-yillik-corap-raporu.pdf ; https://www.turkishsocks.com/turk-corap-sektoru-kuresel-ikinci-ama-rekabetin-golgesinde/ ; https://www.turkishsocks.com/corap-sektoru-2025-ihracat-odullerine-damga-vurdu-53-firma-odul-listesinde/ ; https://simseksocks.com/hakkimizda/ ; https://www.tekstilportal.com/FirmaDetay/BEKS-CORAP-IC-GiYiM-SAN.-VE-TIC.-A.S./13502.html ; https://www.adin-s.com.tr/gelal-corap-uretim-projesi/

2.2 Tier 1b, volume route: Turkish apparel and home-textile exporters with named EU brand customers

Item Detail
Why it fits Hangtags, banderoles, folding boxes for shirts, knitwear, towels and bed linen; brand-nominated artwork with strict colour (ISO 12647); short lead times because the factory ships to the EU in days.
Named examples in the data Örma (Esenyurt, largest customer H&M, group exports about EUR 110 m); Yeşim (Nike partner, Gap, Zara, Hugo Boss); Sun Tekstil (Inditex, H&M, M&S, Next); Eroğlu (H&M, Zara, Tommy Hilfiger); Taypa (Levi's, PVH, Inditex); Bilsar (3 m shirts/yr, 90% to EU/US brands); Kardem (largest supplier of Gina Tricot); Kipaş; Şahinler; Denizli home-textile: Zorluteks/Taç (exports to more than 60 countries), Ozanteks, Menderes.
Typical products Hangtags and swing tickets, banderoles for folded towels and knitwear, shirt boxes, duvet-set boxes, e-commerce inserts.
Order pattern Season-based drops per brand; many SKUs at 1,000 to 20,000 pieces; artwork changes every season (digital fit); banderoles in offset runs.
Buyer titles Aksesuar satın alma uzmanı, trim sourcing, satın alma müdürü; brand side: trims and packaging nomination team in the Istanbul sourcing office.
Decision triggers New brand nomination; a brand's packaging spec change (FSC, recycled content, Digital Product Passport QR); supplier-list disclosure that brings audits.
Competitors to displace Trim groups with Istanbul offices (Avery Dennison, SML, Checkpoint, Nilörn, r-pac, Trimco) that bundle labels, RFID and packaging; Omaks (Arnavutköy, "cardboard packaging solutions to world-leading textile brands").
Top evidence https://www.ihkib.org.tr/content/files/uploads/4170/hazir-giyim-ve-konfeksiyon-sektoru-2025-aralik-ihracat-bilgi-notu.pdf (apparel exports USD 18.6 bn in 2025) ; https://kohantextilejournal.com/inditex-turkiye-sourcing-secured-amid-no-plans-egypt-expansion/ (Inditex: 847 factories in Türkiye) ; https://www.ginatricot.com/eu/companyinformation/about-ginatricot ; https://kohantextilejournal.com/denizli-textile-industry-turkiye/ ; https://www.nilorn.com/wp-content/uploads/2026/04/Annual-Report-2025-1.pdf

2.3 Tier 1c, proven anchor: EU/UK fashion, lingerie, hosiery and sportswear brands and retailers sourcing in Türkiye (nominated-supplier route via Hamburg)

Item Detail
Why it fits Eleven of Halaman's twelve public references sit here: Lacoste, Benetton, Etam, Salomon, Under Armour, H&M, Hugo Boss and Le Bourget (brands), Tesco, Monoprix and Boots (retailer own brands). These companies own the packaging decision and nominate converters for their Turkish factories. Halaman Packaging GmbH gives them a German contract partner, EUR invoicing and an EU importer; five references are French, so a French-speaking contact or agent is the next question for the owner (doc 09 B4). FSC, SMETA, BSCI, ClimatePartner data and ISO 12647-2 answer their packaging and social-audit questionnaires.
Lookalikes of the references Hosiery and lingerie: DIM Brands International, Groupe Chantelle, Wolford, Hunkemöller, Calzedonia Group, Triumph/sloggi. Sportswear and outdoor: Decathlon, adidas, PUMA. Fashion brands with Turkish factory lists: Marc O'Polo, s.Oliver, Gerry Weber, Bestseller, Mango, OVS, Superdry, boohoo. Retailer own brands: Primark, M&S, Sainsbury's Tu, Asda George, Next, Kiabi, C&A, Tchibo, bonprix, Ernsting's family, Zeeman, HEMA, Kappahl.
Named examples in the data Primark (cardboard hangers for lingerie and swimwear by end-2025, colour-coded paper hooks, an approved carton supplier list); M&S (FSC paper packs with paper hooks for men's socks, pyjamas, 40% of underwear; Turkey sourcing office); Decathlon (16 m plastic hangers replaced by cardboard; 99% FSC/PEFC by 2026); Calzedonia Group (no disposable plastic in B2C packaging by 2025, B2B by 2030); Tchibo (plastic-free textile pack with cardboard hanger insert since 2020, about 30 m packs a year, Hamburg); bonprix and Otto Group (Hamburg; 100% sustainable packaging target; published factory list with Turkish suppliers); Inditex, H&M, Bestseller (45-person Istanbul sourcing office), Hugo Boss (Izmir plant, about 4,000 staff), Ernsting's family (17 factories in Türkiye), C&A (2028 plastic target; C&A Sourcing Turkey office in Şişli), Peek & Cloppenburg Hamburg (12.5% of exclusive brands from Türkiye), Etam (no single-use plastic in B2C by 2025 and B2B by 2030; sourcing office in Türkiye), boohoo (205 factories in Türkiye; a nominated global packaging supplier), Superdry (paper hangers for swimwear), Zeeman, Kappahl, JBC, Hunkemöller, Falke, SNOCKS, Happy Socks (Istanbul production office).
Typical products Paper hangers and hooks, header cards, banderoles, FSC hangtags, folding boxes for multipacks, e-commerce inserts.
Order pattern Programme tenders every 1 to 3 years; call-offs by the factories; volumes from hundreds of thousands to tens of millions of units per programme.
Buyer titles Packaging technologist / Packaging and Labelling Manager in Primark's Packaging Centre of Expertise (Dublin), packaging developer (H&M, Kappahl), Verpackungsentwicklung Non Food (Tchibo), Packaging Specialist (bonprix), packaging and trims sourcing manager (Hunkemöller), Global Packaging Procurement (Inditex), Packaging Manager (M&S), a 20-person packaging engineering team (Decathlon, Lille).
Decision triggers A public plastic-free date (2025, 2026, 2028); a hanger nomination round (Primark's "Plastic Hanger Nomination Program" for AW26 was run with Mainetti; single snippet, verify); PPWR declaration of conformity per packaging item since 12 Aug 2026; only 15% of Fashion Pact members have moved hangers and B2B packaging off plastic, so most programmes are still open; a competitor's price increase; a new Istanbul sourcing office; an EU-based supplier requirement.
Competitors to displace Mainetti (global hanger frame agreements), Braiform/Tam Hangers (Matalan, Peacocks, Debenhams, Weekday), Nexgen Packaging and Britannia Packaging (Primark partners), Klingele (camano's climate-neutral sock packaging), Trimco/Nilörn (bundled trims and DPP data).
Top evidence https://corporate.primark.com/en-gb/a/primark-cares/planet/eliminating-non-clothing-waste ; https://www.scribd.com/document/545439556/Primark-Recommended-Carton-Suppliers ; https://corporate.marksandspencer.com/newsroom/press-releases/ms-removes-over-5-million-units-plastic-its-mens-essentials-range ; https://sustainability.decathlon.com/the-oceans ; https://www.calzedonia.com/us/women/lp/packaging/ ; https://www.tchibo.com/de/de/news/tchibo-verzichtet-auf-plastikverpackungen ; https://www.bonprix.de/corporate/verantwortung/positive-product/verpackung/ ; https://regioneast.bestseller.com/about-us/turkey ; https://www.textilesresources.com/news/eu-packaging-law-garment-hangers/ ; https://www.packaging-gateway.com/news/mainetti-paper-hanging-solutions-investments/ ; https://spnews.com/mainetti-accelerates/ ; https://etam-groupe.com/wp-content/uploads/2025/10/DPEF-2024_FR_vf_juillet2025-1.pdf ; https://www.retailgazette.co.uk/blog/2023/05/boohoo-suppliers-prices/ ; https://www.peek-cloppenburg.com/de/nachhaltigkeit/product-customer ; https://theorg.com/org/decathlon/teams/packaging-engineering ; https://wwd.com/sourcing-journal/industry-news/pact-retail-accessories-hanger-reuse-plastic-waste-reduction-target-1238788971/

2.4 Tier 1d, second leg: Cosmetics brands and contract manufacturers

Item Detail
Why it fits Folding cartons on GC1 board with foil, embossing, soft-touch and spot UV are Halaman's Cosmopack offer. HP Indigo 35K HD serves launches, limited editions and multi-language SKUs; Scodix adds digital foil and spot UV without tooling. FSC at the printer is a hard requirement for corporate accounts (Beiersdorf policy). BRC/IoP covers hygiene questionnaires.
Market size Europe retail sales EUR 110 bn in 2025 (Germany EUR 18.0 bn, UK 14.7 bn, France 14.5 bn, Italy 12.8 bn). Türkiye cosmetics and personal-care exports USD 3.0 bn in 2024; about 3,600 licensed production sites.
Named examples in the data Türkiye: Golden Rose/Erkul (exports to more than 90 countries, own plastic packaging but no board plant), Flormar (Gebze, more than 50 m units a year), Farmasi, Gabrini (Esenyurt, 15,000 m2), Sora/Morfose, Hunca (credit-risk flag: konkordato reported), Atelier Rebul, Nishane, Sinoz (German hub company), Eyüp Sabri Tuncer; OEMs MKN, Kazes, Mert-Koz, EPS Fragrances (Cosmopack 2026). Europe: Beiersdorf, Babor, WALA/Dr. Hauschka, Laverana, Börlind, Kneipp, cosnova, Sebapharma (Türkiye a major market), Mäurer & Wirtz, ARTDECO, Ringana, Weleda, Rituals, Lumene, Oriflame, Groupe Rocher, L'Occitane, Davines, L'Erbolario; fillers Dalli, Mann & Schröder, Tunap, Intercos, Fareva.
Typical products Straight and reverse tuck cartons 250 to 350 g/m2, sleeves, gift-set boxes, rigid perfume boxes, leaflets, labels.
Order pattern Core SKUs in offset repeats of 10,000 to 200,000; launches and seasonal sets of 500 to 5,000 on digital; artwork approval cycles with brand packaging development.
Buyer titles Packaging Development Manager/Engineer, Verpackungsentwicklung, Einkauf Packmittel / Strategic Buyer Packaging, Responsable achats packaging, Ambalaj Geliştirme Uzmanı, Satın Alma Müdürü; founder or product manager at indie brands.
Decision triggers FSC or recycled-fibre policy; PPWR minimisation of oversize cartons (sales packaging from 12 Feb 2028); reshoring away from Asian print; a German converter cutting capacity (Edelmann Heidenheim, about 100 jobs, 2025); Cosmopack, CosmeticBusiness Munich (10 to 11 Jun 2026), Luxe Pack Monaco (28 to 30 Sep 2026).
Competitors to displace Edelmann (clients Nivea, Hugo Boss, YSL, Chanel), rlc packaging, Karl Knauer, Duran Doğan/LGR (Istanbul, France office), KBC (Istanbul, 3 to 5 days to DE/FR/NL), Omaks, MR Cartonnage Numérique (France, HP Indigo reference).
Top evidence https://www.beiersdorf.com/sustainability/environment/fully-circular-resources/packaging ; https://cosmeticseurope.eu/our-industry/ ; https://www.drhauschka.de/naturkosmetik/nachhaltig/verpackung/faltschachteln/ ; https://www.lavera.de/nachhaltigkeit ; https://www.kneipp.com/de_de/nachhaltigkeit/verpackung/ ; https://www.goldenrose.com.tr/en/corporate/about-us.asp ; https://www.gabrini.com/en/ic/about-us ; https://www.euwid-papier.de/news/unternehmen/faltschachtel-edelmann-group-baut-stellen-ab-und-passt-kapazitaeten-am-standort-heidenheim-an-081025/ ; https://www.fuardergisi.com.tr/cosmoprof-bologna-fuarina-turk-kozmetik-sektorunden-cikarma

2.5 Tier 2 segments

Segment Why it fits and where it does not Typical products and order pattern Buyer titles Triggers Competitors Top evidence
Premium food, confectionery, tea (TR and DACH/Benelux) BRC/IoP and FSC are the entry tickets; fresh-fibre board helps with MOSH/MOAH rules. Price-driven and FSC-locked in DACH. Turkish exporters sit within 30 km (Elit in Esenyurt, Koska in Avcılar). Folding cartons, banderoles, gift boxes; offset repeats of 20,000 to 500,000; seasonal gift sets on digital Satınalma Direktörü, Ambalaj Satınalma Müdürü; Einkauf Verpackung Ritter Sport all-paper by 2025; Teekanne and Meßmer 100% FSC folding boxes; EU MOAH limits from Jan 2027; ISM Cologne 31 Jan to 3 Feb 2027 Duran Doğan (spirits and confectionery), Canpak, Miray, Van Genechten, MM Packaging https://www.haber342.com/haber/28672831/gaziantepten-dunyaya-solen-damgasi-hedef-12-milyar-dolar-ciro ; https://www.teekanne.de/de-de/nachhaltigkeit/nachhaltige-verpackung/ ; https://www.messmer.de/nachhaltige-rohware ; https://www.ritter-sport.com/en/sustainable-packaging
Pharma and OTC (TR first, DACH later) Large carton volumes (Deva capacity 578 m boxes a year) but buyers audit to ISO 15378, require Braille (EN 15823) and tamper evidence (EN 16679). Halaman publishes no ISO 15378. Nutraceutical and OTC brands are the softer entry. Pharma cartons GC1 210 to 250 g/m2, leaflets, labels; validated repeats Ambalaj Malzemeleri Satınalma Müdürü, Supplier Quality, QA Exports USD 2.51 bn in 2025 (+9.3%); TİTCK Braille guideline update 11 Jun 2024; Pharmapack Paris 27 to 28 Jan 2027 LGR (ISO 15378 plants incl. Türkiye), August Faller, Körber, KBC (medicine cartons) https://www.dqsglobal.com/en/certify/iso-15378-certification ; https://www.pharmabraille.com/european-braille-guidance/the-eu-directive/ ; https://deva.com.tr/uploads/pdf_files/Rljct62Fh9uYc9G8wRdJ.pdf ; https://www.lgr-packaging.com/en/markets/pharmaceuticals.html
Luxury gift: jewellery, watches, candles, home fragrance Scodix foil and embossing suit outer cartons, sleeves, certificates and mailers. Velvet rigid boxes are a specialist market (Tam Kutu, Kutu Fabrikası). Luxury boxes, sleeves, gift cartons; runs of 500 to 20,000; Q4 peak Satınalma Müdürü, brand manager; founder at D2C Jewellery exports USD 6.73 bn Jan to Oct 2025; Zen Pırlanta offices in Antwerp and Düsseldorf; Atelier Rebul 20,000 m2 Çerkezköy plant; Luxe Pack Monaco Tam Kutu, Entina, HD Kutu, Paksis, Artaş, Pusterla 1880, Autajon https://www.turkishjewellery.org.tr/haber/2025-ekim-ihracat-rakamlari-ve-firma-siralamalari-belli-oldu ; https://www.klassmagazin.com/zen-pirlanta-2025-pirlantali-mucevher-ihracatinda-1-oldu ; https://en.wikipedia.org/wiki/Atelier_Rebul
DACH and Benelux D2C brands Plastic-free, FSC, short runs and frequent artwork changes fit HP Indigo; the Hamburg office can serve them in German. Spend is small; many buy "made in Germany" packaging. Folding cartons, mailers, inserts; runs of 500 to 10,000; monthly Head of Supply Chain, founder, packaging manager SNOCKS (EUR 110 m, produces in Türkiye, 100% paper), air up (EUR 200 m, 100% recycled cardboard), Purelei, Kapten & Son, Cluse (FSC cardboard boxes), waterdrop, everdrop Local DE/PL converters; Lilienthal-type "100% made in Germany" packaging claims https://snocks.com/pages/grounding-page ; https://snocks.com/pages/sustainability ; https://cluse.com/pages/sustainability ; https://www.forbes.at/artikel/aloha-aus-mannheim

3. Limits (the explicit thresholds)

3.1 Geography

Tier Countries and regions Scorer credit Reason
Production in Türkiye Istanbul west (Esenyurt, Avcılar, Beylikdüzü, Hadımköy, Arnavutköy, Başakşehir), Çerkezköy/Çorlu, Bursa, Denizli, Izmir, Çankırı, Kahramanmaraş 1.00, plus proximity credit for the Esenyurt cluster Same-day sampling, daily deliveries, Turkish-speaking buyers
EU/UK headquarters, tier 1 France (five of twelve references), Germany (Hamburg office), United Kingdom (Tesco, Boots), Italy (Benetton) 0.95 to 1.00 Existing export markets and references; fairs already attended
EU headquarters, tier 2 Slovakia, Netherlands, Austria, Switzerland, Belgium, Ireland 0.85 to 0.90 Named export market (SK) or reachable from Hamburg
EU headquarters, tier 3 Denmark, Sweden, Norway, Finland, Spain, Poland, Czechia 0.70 to 0.80 Sourcing in Türkiye is common; no local presence
Outside US, Asia, Gulf, Russia 0.30 Only when the company produces in Türkiye or buys for EU stores

3.2 Company size

Measure Hard floor (disqualify) Acceptable Sweet spot Upper zone
Employees below 20 20 to 100 100 to 5,000 above 5,000 only through a nomination or a plant in Türkiye; above 200,000 scored 0
Company revenue below EUR 2 m EUR 2 m to 20 m EUR 20 m to 1 bn EUR 1 bn to 50 bn with falling credit; giants (Inditex, H&M) are nomination targets, not direct accounts

Reasoning (estimate): Halaman has about 200 staff and third-party revenue estimates of USD 13.8 m (low confidence). A customer worth more than EUR 3 m a year would exceed 20% of revenue, so mid-size brands with EUR 250 k to 3 m of packaging spend give growth without dependency; a few programme accounts above that are welcome but must be diversified.

3.3 Minimum packaging spend and order volumes

Threshold Value Basis
Annual packaging spend, floor EUR 50 k (below this only as a digital short-run pilot) Estimate from run economics below
Annual packaging spend, sweet spot EUR 250 k to 10 m Estimate; matches programme sizes of retailer conversions and mid-size cosmetics brands
Online header-card MOQs (benchmark) 100, 500, 1,000 pieces; some makers 3,000 https://www.alibaba.com/showroom/header-card-for-socks-packaging.html ; https://tealpackaging.com/custom-sock-packaging/ ; https://oxopackaging.com/socks-boxes.html
Unit price benchmarks (US custom socks) header card with polybag USD 0.20 to 0.40; belly band about 0.15; rigid box 0.75 to 3.00 https://deadsoxy.com/blogs/custom-socks/custom-sock-packaging-guide
Brand programme volumes M&S 5.5 m to 20 m units a year; Decathlon 16 m hangers; Tchibo about 30 m packs a year; Beks 110 m pairs a year sources in section 2
Turkish rigid-box peer batch sizes 1,000 to 200,000 units per batch (Paksis) https://turkishpackaging.us/paksis-packaging/

Economic minimum by press (estimate, to be replaced by the owner's answer to doc 09 B3): offset on the B1 Heidelberg CX 102 and CD 102 or the B2 CX 75 carries plates, make-ready, die and colour set-up, so a job below about 5,000 cartons or 10,000 header cards rarely covers its fixed cost; the HP Indigo 35K HD has no plates and a B2 die-cut with "50% of dies cost, 50% of setup time" versus B1, so runs from a few hundred to a few thousand sheets are economic and 1.7 m clicks were printed in one month (https://www.printindustry.news/story/37492/the-hp-indigo-35k-the-digital-press-dedicated-to-folding-carton ; https://www.matbaahaber.com/2026/03/04/serisinin-ilk-ticari-makinesi-olan-hp-indigo-35k-hd-ile-halaman-matbaaciliktan-bir-dunya-rekoru/). A prospect therefore qualifies if it has either one programme above roughly 50,000 units a year (offset) or many SKUs with frequent artwork changes (digital), and disqualifies if it needs a one-off run of 500 pieces at online-printer prices.

3.4 Product fit

In scope Out of scope
Printed folding cartons (GC1/GC2, 210 to 400 g/m2), header cards, paper hangers and hooks, banderoles and wrappers, envelopes and pouches, sleeves, special and luxury boxes, labels, displays and inserts, leaflets Corrugated transit cases, litho-laminated corrugated in volume, flexible film, plastic hangers or blisters, glass and metal primary packs, plastic-only briefs

Rows whose packaging_products reads "corrugated only", "flexible only", "plastic only" or "transit only" are disqualified.

3.5 Quality and compliance demands

Demand Halaman status (public) Who asks Effect in the scorer
ISO 12647-2 colour, Mellow Colour Held (named on the halaman.com certifications page) Brands with strict brand colours (textile, cosmetics, luxury) positive fit
FSC chain of custody Held (certificate download on halaman.com) Beiersdorf, Calzedonia, Decathlon, Teekanne, most DACH brands positive fit; required for tier 1c and 1d
BRC/IoP and BRCGS Packaging Materials Held (BRCGS certificate download on halaman.com); Issue 7 audit date to verify Food contact, cosmetics and retailer questionnaires (Tesco, Boots) positive fit for food, cosmetics and retailer own brands
ISO 14001, Zero Waste (Sıfır Atık), ClimatePartner climate-neutral certificate, solar share Held; "climate neutral" wording banned in the EU from 27 Sep 2026 CSRD and LkSG supplier programmes positive fit; wording must change
PPWR declaration of conformity and technical file per packaging item Applies since 12 Aug 2026; templates in doc 07 Every EU importer required; a buyer asking for it is a good sign
SMETA and Amfori BSCI social audits Held (certificate downloads on halaman.com); EcoVadis not public UK and DACH retailers and brands (Tesco, H&M, Primark, Zeeman, Omaks lists Sedex) positive fit; matches nominated-supplier audits
ISO 15378, Braille, EN 16679 tamper evidence Not public Pharma buyers pharma-otc credit capped at 0.55

3.6 Sustainability signal, language and channel

3.7 Hard disqualifiers

Rule Scorer implementation
Packaging manufacturers and converters (competitors, even if they might subcontract) is_competitor = true
Only corrugated, flexible, plastic or transit packaging packaging_products contains "corrugated only", "flexible only", "plastic only", "transit only"
Company revenue below EUR 2 m or fewer than 20 employees revenue_eur below 2,000,000; employees below 20
Financial distress reported (konkordato, iflas, insolvency) notes contain those words
Buyer requires a certificate Halaman cannot show within 12 months (ISO 15378 for Rx cartons; EcoVadis if demanded before onboarding) manual rule; not in the scorer
Buyer needs the printer inside the EU for customs or lead-time reasons the GmbH cannot solve manual rule

4. Scoring model

4.1 Criteria, weights and bands (icp_config.json v2)

Criterion CSV column Type Weight Rule
segment segment membership 18 tier credits in section 2 table
country country membership 12 section 3.1 credits
packaging_need packaging_products membership 14 header cards, paper hangers, folding cartons 1.0; banderoles 0.95; luxury boxes 0.9; rigid boxes 0.8; hangtags 0.7; mailers and labels 0.4; corrugated, flexible, plastic 0
revenue_eur revenue_eur range 8 min 2 m, sweet 20 m to 1 bn, max 50 bn
employees employees range 6 min 20, sweet 100 to 5,000, max 200,000
annual_packaging_spend_eur packaging_spend_eur range 3 min 50 k, sweet 250 k to 10 m, max 50 m (empty in all public rows; for the owner's list)
exports_to_eu_or_eu_based eu_market bool 7 true 1.0, false 0.4
sustainability_signal sustainability_signal bool 6 true 1.0, false 0.5
evidence_in_notes notes keywords 20 base 0.10; credits: named customer +0.35, brand supplier-list disclosure +0.20, generic "for global brands" claim +0.12, export award or rank +0.15, Türkiye sourcing link +0.20, proximity to the plant or to Hamburg +0.15, paper or plastic-free pledge +0.25, quantified facts +0.10, buyer title +0.05, audits +0.10, a named link to one of the twelve reference brands +0.10; penalties: thin evidence (directory-level, unverified, not evidenced) -0.35, estimated figures -0.15, financial distress -0.60, weak fit (distributor, public tenders) -0.25; clamped 0 to 1
source_quality source keywords 6 base 0.6; official or sustainability page +0.4; trade press +0.15; wiki, LinkedIn, data brokers -0.15; directories and marketplaces -0.35

Empty cells get 0.35 credit (unknown_credit), down from 0.5 in v1, so a row without revenue and headcount cannot reach band A on segment and country alone. Bands: A (pursue now) 78 and above; B (qualify) 70 to 77.9; C (nurture) 62 to 69.9; D (ignore) below 62; X for disqualified rows. The data_completeness_pct column shows how much of the weight rested on known values; the score_detail column lists the matched keyword groups.

4.2 How the CSV columns map

The prospect files use the header from research/CONTEXT.md: company,website,country,segment,packaging_products,revenue_eur,employees,eu_market,sustainability_signal,packaging_spend_eur,is_competitor,source,notes. Segment codes are the scorer's tier keys; packaging_products is a ";"-list and the best value counts; numbers accept "45M" or "800k"; booleans accept true/false, evet/hayır, ja/nein. An optional source_file column (added when files are concatenated) gives band counts per file in the Markdown output.

4.3 How to use the owner's real customer list

  1. Convert data/customers_owner.csv (doc 03 section 3) to the scorer header: customer to company, sector to segment, products to packaging_products, revenue_band_eur lower bound to packaging_spend_eur, audits containing FSC, ClimatePartner or Sedex to sustainability_signal true, country as is; put nominating_brand, how_won and typical_run into notes.
  2. Run python3 tools/icp_scoring/score_prospects.py --input data/customers_owner_scored_input.csv. Real top-20 customers should land in A or B. Any real customer in C or D shows a wrong weight or tier, not a bad customer.
  3. Re-weight: set each segment tier to 0.5 + 0.5 × (segment revenue share ÷ largest share), floor 0.2; set country tiers the same way with floor 0.3; raise packaging_need tiers for product families that carry revenue; set the packaging-spend sweet spot from the median band of the top 10 (doc 03 section 4.2).
  4. Add criteria the list reveals: for example a keyword group for the nominating brands (their other factories are lookalikes), or a print_route membership rule if digital accounts behave differently from offset accounts.
  5. Re-run on data/prospects_*.csv, compare the two rankings, and keep the prospects that moved up because a real customer looks like them. Search lookalikes by the same nomination, the same fair lists, the same cluster and the same audits (doc 03 section 4.3).

5. Buyer personas

Persona Typical titles Cares about Objections Proof points Halaman can offer
The retailer packaging technologist (tier 1c) Packaging technologist, packaging innovation manager, Verpackungsentwicklung Non Food, packaging developer A plastic-free date met on time; peg-hole and board spec; FSC and recyclability grade; a PPWR declaration of conformity per item; a supplier list that passes audit "We already have a hanger frame agreement"; "We need an EU-based contract partner"; "Turkish inflation will hit prices" Public references on halaman.com (H&M, Hugo Boss, Tesco, Etam, Lacoste, Benetton, Le Bourget) as peer proof; FSC board, SMETA and BSCI audits, camera inspection, ISO 12647-2 colour across offset and digital; Hamburg GmbH as contract party and importer; DoC and technical file templates (doc 07); climate data per order
The Turkish accessories buyer (tiers 1a, 1b) Aksesuar satın alma sorumlusu/uzmanı, satın alma müdürü, ihracat müşteri temsilcisi Price per thousand, delivery within days, samples that pass the brand's approval, no line stops in season "Our brand nominates the printer"; "The trim group bundles everything"; "Chinese hooks are cheaper" Same-day sampling from Esenyurt; brand-approved colour; HP Indigo for last-minute artwork changes; a reference kit to send to the brand's packaging team
The cosmetics packaging developer (tier 1d) Packaging Development Manager, Einkauf Packmittel, Responsable achats packaging, Ambalaj Geliştirme Uzmanı FSC at the printer, recycled or grass-paper board options, foil and soft-touch quality, launch speed, small runs per language "Our carton supplier is in Germany"; "We need ISO 22716-style hygiene evidence"; "Digital cannot match our offset colour" HP Indigo 35K HD (world-first HD unit) plus Scodix for foil without tooling; BRC/IoP; Cosmopack samples; 3 to 5 day delivery to DE/FR/NL by road (peer benchmark)
The D2C founder or supply-chain head (tier 2) Founder, Head of Supply Chain, packaging manager Unboxing quality, plastic-free, low MOQ, fast reorders, a German-speaking contact "Too small for you"; "We want made in Germany"; "Cold e-mail is not welcome" Digital short runs from a few hundred sheets; Hamburg office; LinkedIn or fair first contact; FSC and PPWR paperwork done for them

6. Signals to watch

Signal Where to see it Action
A brand or retailer publishes a plastic-free or paper-hanger date (2025 to 2028 pledges; C&A 2028; Calzedonia B2B 2030) Sustainability pages, packaging news (packagingeurope, fashionunited) Ask for the packaging spec and the tender calendar
PPWR milestones: 12 Aug 2026 DoC; 12 Feb 2028 sales-packaging minimisation; 12 Aug 2028 harmonised labels at the earliest; 2030 recyclability grades doc 07; Commission guidance of 30 Mar 2026 Offer the DoC and technical file as part of the quote
A new sourcing office or production office in Istanbul (Bestseller 45 staff; M&S; Happy Socks; H&M; Inditex) Company news, LinkedIn office pages Visit the office; ask who nominates packaging
Fair exhibitor and visitor lists: Cosmopack Bologna 18 to 21 Mar 2027, CosmeticBusiness Munich 10 to 11 Jun 2026, Luxe Pack Monaco 28 to 30 Sep 2026, ISM Manufacturing Cologne 31 Jan to 3 Feb 2027, FachPack, BeautyEurasia Istanbul 2 to 4 Sep 2026 Fair websites, İKMİB pavilion lists Pre-book meetings with band A and B rows
Job posts: "Packaging Specialist" (bonprix Hamburg), "Engineer - Packaging Development" (Beiersdorf), "Aksesuar Satın Alma Uzmanı" (Kardem, Alpin, NBG), "İhracat Uzmanı" (Kurukahveci) StepStone, kariyer.net, LinkedIn Jobs A hire signals a programme; contact the hiring manager after the start date
İHKİB export award tiers (Platin, Altın, Gümüş) and TİM champions ihkib.org.tr, turkishsocks.com Add new award winners to the textile list
Capacity cuts or insolvencies at European converters (Edelmann Heidenheim 2025; Hussel/Arko 2024) euwid, packaging-journal, Handelsblatt Their customers are re-sourcing
Supplier-list disclosures that add Turkish factories (Otto Group, Zalando, Primark map, Kiabi, s.Oliver) Corporate transparency pages, Open Supply Hub Each disclosed factory is a delivery point for a nomination
KAP filings of listed Turkish buyers (Sun Tekstil, Menderes, Yataş, Deva, Ülker) on new export contracts kap.org.tr Contract news means new packaging

7. Sources

Company and customer record: research/owner-supplied-page-extraction.md (references page, machine park, certifications; owner-run browsing extraction of 22 September 2026), data/halaman_customer_candidates.csv, https://www.halaman.com/printing-house/references , https://www.halaman.com/printing-house/quality-certifications , docs/01-company-profile.md, docs/03-current-customers.md, research/customers.md, https://www.halaman.com/printing-house/history , https://blogs.worldbank.org/en/voices/guarantees-empower-the-private-sector-to-finance-development-in-turkiye , https://www.kama.info/en/company/news/top-packaging-for-brands/ , https://www.dqsglobal.com/intl/customer-database/halaman-matbaacilik-ve-ambalaj-san.a.s . Textile market: research/market-textile.md, research/market-fashion-eu.facts.json; İHKİB sock report https://www.ihkib.org.tr/content/files/uploads/51/2025-yillik-corap-raporu.pdf ; https://www.turkishsocks.com/turk-corap-sektoru-kuresel-ikinci-ama-rekabetin-golgesinde/ ; https://www.knittingindustry.com/turkey-meets-10-of-world-socks-demand/ ; https://kohantextilejournal.com/inditex-turkiye-sourcing-secured-amid-no-plans-egypt-expansion/ ; https://regioneast.bestseller.com/about-us/turkey ; https://group.hugoboss.com/en/sustainability/product/production-suppliers/production-sites ; https://verantwortung.ernstings-family.de/produktion ; https://www.zeeman.com/nl-be/mvo/factory/productie-turkije ; https://www.kappahl.com/en-us/about-kappahl-group/sustainability/suppliers-factories ; https://www.hunkemoller.com/together-tomorrow-product ; https://hmgroup.com/sustainability/circularity-and-climate/packaging/ ; https://www.packnode.org/en/sustainability/inditex-s-committing-to-sustainable-packaging ; https://www.fibre2fashion.com/news/prime-content/textile-news/eu-packaging-rules-bring-apparel-s-first-compliance-bill-312423-newsdetails.htm . Competitors: research/competitors.md, research/competitors-run2.md; https://www.omaks.com/tekstil-kutulari ; https://www.trimco-group.com/solutions/paper-hangers ; https://spnews.com/mainetti-accelerates/ ; https://www.kagitustalari.com/en ; https://ecohangers.com.tr/en ; https://kbcpackaging.com/luxury-rigid-boxes-supplier-turkey/ ; https://www.lgr-packaging.com/en/partners/duran-dogan.html ; https://www.rga.de/sonderthemen/bergische-wirtschaft-62759/wirtschaft/edelmann-group-hightech-hygiene-heidenheim-faltschachteln-rigid-boxen-packungsbeilagen-produktion-202235 . Cosmetics: research/market-cosmetics.md, research/market-cosmetics-food-pharma-luxury.md; https://cosmeticseurope.eu/our-industry/ ; https://www.aa.com.tr/tr/ekonomi/kozmetik-sektoru-2024u-3-milyar-dolarlik-ihracatla-kapatacak/3427576 ; https://www.arkay.com/resources/beauty-product-packaging ; https://scodix.com/markets/packaging/ ; https://www.hp.com/us-en/industrial-digital-presses/customer-case-studies.html ; https://www.cosmetic-business.com/en/news/cosmeticbusiness-2026-registration-phase-for-exhibitors-started-successfully ; https://www.industries-cosmetiques.fr/en/luxury-pack-monaco-2026-the-professional-trade-show-for-premium-packaging/ . Food, pharma, luxury, D2C: research/market-food-pharma-luxury.md; https://www.ism-cologne.com/trade-fair/ism-manufacturing/ ; https://www.sgs.com/en/news/2021/03/safeguards-04221-germany-proposes-to-regulate-moah-in--food-contact-recycled-paper-and-board ; https://www.medikalakademi.com.tr/ieis-raporu-turkiye-ilac-pazari-2025-buyudu-fiyat-baskisi/ ; https://health.ec.europa.eu/system/files/2022-06/qa_safetyfeature_en_0.pdf ; https://www.abdiibrahim.com.tr/hakkimizda/bir-bakista-abdi-ibrahim ; https://kobitek.com/turkiyede-kuyumculuk ; https://tamkutu.com/ ; https://www.meininger.de/alkoholfreie-getraenke/air-setzt-verstaerkt-auf-den-handel ; https://www.armbanduhren-online.de/made-in-germany-berlin-lilienthal/ . Regulation and outreach: docs/07-regulation-and-funding.md, research/regulation-compliance.md, tools/n8n/README.md; https://www.noerr.com/en/insights/new-eu-packaging-regulation-what-companies-must-now-take-into-account ; https://dpp-tool.com/en/guide/ppwr/ ; https://www.gvw.com/aktuelles/blog/detail/gruene-werbung-unter-druck-was-die-empco-richtlinie-ab-dem-27-september-2026-fuer-unternehmen-bedeutet . Buyer titles: https://www.beiersdorf.com/career/jobs/910e7e5cc977e7dabe74a4329af6d8d3 ; https://www.glassdoor.com/Job/garment-hanger-jobs-SRCH_KO0,14.htm ; https://www.stepstone.de/jobs/verpackung/in-hamburg ; https://tr.indeed.com/q-kozmetik-is-ilanlari.html . Prospect data: data/prospects_textile.csv, data/prospects_fashion_eu.csv, data/prospects_cosmetics.csv, data/prospects_other.csv, data/prospects_chatgpt.csv.

8. Calibration result (scorer v2, 22 September 2026)

Method: the five prospect files as of 22 September 2026 (about 14:30 UTC) were concatenated (541 rows, duplicates kept, a source_file column added) and scored with tools/icp_scoring/score_prospects.py and the v2 icp_config.json. The v1 config, run on an earlier 492-row snapshot, had put 443 rows (90%) into band A with rows carrying estimated figures at the top. Target for v2: 15 to 25% in A, 30 to 40% in B. The band cut-offs were chosen by a grid over A 77 to 80 and B 69 to 72; A at 78 and B at 70 came closest to 20% and 33%. After the reference-driven tier changes (fashion-brand-eu, France and the UK at 1.00, plus a small credit for a named link to one of the twelve reference brands) the same cut-offs give 22% and 31%. The deduplicated data/prospects_master.csv (built by merge_prospects.py) was scored with the same config as a check.

Source file Rows A B C D X
prospects_chatgpt.csv 120 33 61 26 0 0
prospects_cosmetics.csv 118 14 32 50 18 4
prospects_fashion_eu.csv 92 42 23 23 4 0
prospects_other.csv 115 8 22 62 19 4
prospects_textile.csv 96 22 28 40 1 5
All five files 541 119 (22%) 166 (31%) 201 (37%) 42 (8%) 13 (2%)
prospects_master.csv (deduplicated) 502 104 (21%) 153 (30%) 190 (38%) 42 (8%) 13 (3%)

Top 15 overall (raw, duplicates kept; the final fashion file carries revenue, headcount and Türkiye-sourcing notes for most rows, which is why it leads):

# Company Country Segment Score File
1 JBC NV BE fashion-brand-eu 92.2 fashion_eu
2 Superdry GB fashion-brand-eu 92.0 fashion_eu
3 Marc O'Polo DE fashion-brand-eu 92.0 fashion_eu
4 Ernsting's family DE fashion-brand-eu 91.9 fashion_eu
5 Örma Tekstil (Delta Yatırım Holding) TR textile-manufacturer-exporter 91.7 textile
6 Tchibo DE fashion-brand-eu 90.8 chatgpt
7 HEMA NL fashion-brand-eu 90.6 fashion_eu
8 Tchibo GmbH (duplicate of 6) DE fashion-brand-eu 90.4 fashion_eu
9 Gina Tricot SE fashion-brand-eu 90.2 fashion_eu
10 SNOCKS GmbH DE hosiery-underwear 90.0 fashion_eu
11 Groupe Etam (Etam, Undiz, Livy) FR hosiery-underwear 89.7 fashion_eu
12 HUGO BOSS DE fashion-brand-eu 89.6 chatgpt
13 Bestseller A/S (Jack & Jones, Vero Moda) DK fashion-brand-eu 89.0 fashion_eu
14 Hunkemöller NL hosiery-underwear 88.4 fashion_eu
15 ARMEDANGELS DE fashion-brand-eu 88.0 fashion_eu

The deduplicated master file gives the same names without the Tchibo duplicate, then boohoo (87.9) and Zeeman (87.8). Next in line across both views: Marimekko 87.0, Wolford 86.8 (its ChatGPT duplicate scores 76.8 because the merge kept the "figures est." row), Bony Tekstil 86.7, Decathlon 86.7, Erkul Cosmetics / Golden Rose 86.2, WALA Heilmittel 86.2, Groupe Rocher 86.0, Gelal Çorap 85.4, Lacoste 84.8. Two of the reference brands (Etam 89.7, Hugo Boss 89.6) and four more (Lacoste, Benetton, H&M, Tesco F&F, 71 to 85) are in the files; doc 05 should move all six to an existing-account list.

Checks: no note-flagged thin row reaches A; eight sit in B (Pepco 76.9, JBS Textile 76.1, Tom Tailor 76.0, Takko 74.8, CBR 73.4, Benetton Group 71.3, Hasdağ 70.5, LPP 70.4), all with size data but "TR sourcing not evidenced" or "pledge not found", which is what "qualify" means. Tier 1a anchors are in A (Bony 86.7, Gelal 85.4, Beks 79.8, Alpin 79.3, Şimşek 78.9). Retailer duplicates score consistently (Primark 82.2 and 79.3; M&S 81.9 and 79.5; Decathlon 86.7 and 83.3). Tier 2 lands in B or C by design (Abdi İbrahim 70.3, Şölen 69.2, Elit 65.2). The reference-brand keyword fires on 15 rows (Turkish suppliers that name H&M, Tesco, Hugo Boss, Benetton or Etam as customers). Directory-level rows sit at the bottom of C (Volina Socks 62.6); distributors and tender buyers fall to D (Solgar Türkiye 51.2, Çaykur 59.0); the 13 competitor rows (Edelmann, rlc, Karl Knauer, Duran Doğan, LGR, KBC, Tam Kutu, Kutu Fabrikası, Mainetti, Tam Plastik, Kağıt Ustaları, Ecohangers, Fer Matbaa) are X. Duplicates across files (55 names) are kept on purpose in the combined run; merge_prospects.py keeps the most-filled row, which can be the estimate-laden one, so doc 05 should merge on the highest fit score instead. Known limits: packaging_spend_eur is empty in every public row; rows with "figures est." still gain from filled revenue and headcount (a -0.15 penalty is applied); brand-map micro-factories (Primark's Esenyurt suppliers) reach A on proximity and disclosure although the packaging decision sits with Primark; keyword scoring reads English, Turkish and German terms only. The owner's list will settle these weights.