diff --git a/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSans.txt b/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSans.txt
new file mode 100644
index 00000000..297566b7
--- /dev/null
+++ b/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSans.txt
@@ -0,0 +1,93 @@
+Copyright (c) 2010, ParaType Ltd. (http://www.paratype.com/public),
+with Reserved Font Names "PT Sans" and "ParaType".
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1
+This license is copied below, and is also available with a FAQ at:
+http://scripts.sil.org/OFL
+
+-----------------------------------------------------------
+SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+-----------------------------------------------------------
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide
+development of collaborative font projects, to support the font creation
+efforts of academic and linguistic communities, and to provide a free and
+open framework in which fonts may be shared and improved in partnership
+with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and
+redistributed freely as long as they are not sold by themselves. The
+fonts, including any derivative works, can be bundled, embedded,
+redistributed and/or sold with any software provided that any reserved
+names are not used by derivative works. The fonts and derivatives,
+however, cannot be released under any other type of license. The
+requirement for fonts to remain under this license does not apply
+to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+"Font Software" refers to the set of files released by the Copyright
+Holder(s) under this license and clearly marked as such. This may
+include source files, build scripts and documentation.
+
+"Reserved Font Name" refers to any names specified as such after the
+copyright statement(s).
+
+"Original Version" refers to the collection of Font Software components as
+distributed by the Copyright Holder(s).
+
+"Modified Version" refers to any derivative made by adding to, deleting,
+or substituting -- in part or in whole -- any of the components of the
+Original Version, by changing formats or by porting the Font Software to a
+new environment.
+
+"Author" refers to any designer, engineer, programmer, technical
+writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the Font Software, to use, study, copy, merge, embed, modify,
+redistribute, and sell modified and unmodified copies of the Font
+Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components,
+in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled,
+redistributed and/or sold with any software, provided that each copy
+contains the above copyright notice and this license. These can be
+included either as stand-alone text files, human-readable headers or
+in the appropriate machine-readable metadata fields within text or
+binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font
+Name(s) unless explicit written permission is granted by the corresponding
+Copyright Holder. This restriction only applies to the primary font name as
+presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+Software shall not be used to promote, endorse or advertise any
+Modified Version, except to acknowledge the contribution(s) of the
+Copyright Holder(s) and the Author(s) or with their explicit written
+permission.
+
+5) The Font Software, modified or unmodified, in part or in whole,
+must be distributed entirely under this license, and must not be
+distributed under any other license. The requirement for fonts to
+remain under this license does not apply to any document created
+using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are
+not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
diff --git a/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSerif.txt b/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSerif.txt
new file mode 100644
index 00000000..0a30c669
--- /dev/null
+++ b/tradein-mvp/backend/app/services/exporters/fonts/OFL_PTSerif.txt
@@ -0,0 +1,93 @@
+Copyright (c) 2010, ParaType Ltd. (http://www.paratype.com/public),
+with Reserved Font Names "PT Sans", "PT Serif" and "ParaType".
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1
+This license is copied below, and is also available with a FAQ at:
+http://scripts.sil.org/OFL
+
+-----------------------------------------------------------
+SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+-----------------------------------------------------------
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide
+development of collaborative font projects, to support the font creation
+efforts of academic and linguistic communities, and to provide a free and
+open framework in which fonts may be shared and improved in partnership
+with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and
+redistributed freely as long as they are not sold by themselves. The
+fonts, including any derivative works, can be bundled, embedded,
+redistributed and/or sold with any software provided that any reserved
+names are not used by derivative works. The fonts and derivatives,
+however, cannot be released under any other type of license. The
+requirement for fonts to remain under this license does not apply
+to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+"Font Software" refers to the set of files released by the Copyright
+Holder(s) under this license and clearly marked as such. This may
+include source files, build scripts and documentation.
+
+"Reserved Font Name" refers to any names specified as such after the
+copyright statement(s).
+
+"Original Version" refers to the collection of Font Software components as
+distributed by the Copyright Holder(s).
+
+"Modified Version" refers to any derivative made by adding to, deleting,
+or substituting -- in part or in whole -- any of the components of the
+Original Version, by changing formats or by porting the Font Software to a
+new environment.
+
+"Author" refers to any designer, engineer, programmer, technical
+writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the Font Software, to use, study, copy, merge, embed, modify,
+redistribute, and sell modified and unmodified copies of the Font
+Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components,
+in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled,
+redistributed and/or sold with any software, provided that each copy
+contains the above copyright notice and this license. These can be
+included either as stand-alone text files, human-readable headers or
+in the appropriate machine-readable metadata fields within text or
+binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font
+Name(s) unless explicit written permission is granted by the corresponding
+Copyright Holder. This restriction only applies to the primary font name as
+presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+Software shall not be used to promote, endorse or advertise any
+Modified Version, except to acknowledge the contribution(s) of the
+Copyright Holder(s) and the Author(s) or with their explicit written
+permission.
+
+5) The Font Software, modified or unmodified, in part or in whole,
+must be distributed entirely under this license, and must not be
+distributed under any other license. The requirement for fonts to
+remain under this license does not apply to any document created
+using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are
+not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
diff --git a/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Bold.ttf b/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Bold.ttf
new file mode 100644
index 00000000..3d4e6fe2
Binary files /dev/null and b/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Bold.ttf differ
diff --git a/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Regular.ttf b/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Regular.ttf
new file mode 100644
index 00000000..83a21b72
Binary files /dev/null and b/tradein-mvp/backend/app/services/exporters/fonts/PTSans-Regular.ttf differ
diff --git a/tradein-mvp/backend/app/services/exporters/fonts/PTSerif-Bold.ttf b/tradein-mvp/backend/app/services/exporters/fonts/PTSerif-Bold.ttf
new file mode 100644
index 00000000..0483e59f
Binary files /dev/null and b/tradein-mvp/backend/app/services/exporters/fonts/PTSerif-Bold.ttf differ
diff --git a/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py b/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py
index 539b0ebe..cb5db27a 100644
--- a/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py
+++ b/tradein-mvp/backend/app/services/exporters/trade_in_pdf.py
@@ -2,10 +2,13 @@
 
 Дизайн опирается на живой веб-продукт (tradein-mvp/frontend/.../trade-in.css):
 цветовая палитра сконвертирована из OKLCH-токенов веб-приложения в hex через
-точную OKLab→sRGB матрицу (Ottosson), типографика — DejaVu Serif (заголовки
-страниц), DejaVu Sans (текст/таблицы), DejaVu Sans Mono (все числовые значения,
-tabular-nums) — три семейства из пакета fonts-dejavu-core, гарантированно
-установленного в Docker-образе (без внешних зависимостей и риска font-embedding).
+точную OKLab→sRGB матрицу (Ottosson), типографика — PT Serif (заголовки страниц,
+только жирное начертание), PT Sans (текст/таблицы) — оба встроены в PDF как
+base64 @font-face (SIL OFL 1.1, см. app/services/exporters/fonts/), с DejaVu
+Serif/Sans как fallback-цепочкой; DejaVu Sans Mono (все числовые значения,
+tabular-nums) остаётся системным — из пакета fonts-dejavu-core, гарантированно
+установленного в Docker-образе. Диапазоны цен (_price_range_chart_svg) — реальный
+matplotlib-график (Agg, SVG), не декоративный CSS-div.
 Документ — деловой/утилитарный отчёт (ближе к банковской оценке, чем к
 маркетинговому лендингу), НЕ 1:1 копия конкурентного референса.
 
@@ -26,11 +29,19 @@ import datetime as dt
 import html as _html
 import io
 import logging
+import pathlib
 import re
 from urllib.parse import urlparse
 from uuid import UUID
 
+import matplotlib
+
+matplotlib.use("Agg")  # headless-safe backend — ОБЯЗАТЕЛЬНО до любого рендера: в Docker-образе
+# нет GUI toolkit (Tkinter/Qt/GTK), импорт matplotlib без явного backend может тянуть их/падать.
+import matplotlib.font_manager as _font_manager
 import segno
+from matplotlib.figure import Figure  # object API, НЕ pyplot — см. _price_range_chart_svg
+from matplotlib.patches import Rectangle
 
 from app.core.config import settings
 from app.schemas.trade_in import AggregatedEstimate, AnalogLot
@@ -155,8 +166,7 @@ def _make_safe_url_fetcher():  # type: ignore[no-untyped-def]
         if p.scheme in ("data", "https"):
             return default_url_fetcher(url, timeout=timeout, ssl_context=ssl_context)
         raise ValueError(
-            f"PDF resource scheme '{p.scheme}' is not allowed (only data: and https:). "
-            f"URL: {url!r}"
+            f"PDF resource scheme '{p.scheme}' is not allowed (only data: and https:). URL: {url!r}"
         )
 
     return fetcher
@@ -186,11 +196,37 @@ _CARD_BG = "#f4f7f9"  # --surface-2: oklch(97.5% 0.004 240) — карточка
 _FS_XS = "8pt"  # футеры, дисклеймеры, source badges, sub-captions
 _FS_SM = "9pt"  # labels, заголовки таблиц, explainer-текст
 _FS_MD = "10.5pt"  # базовый текст (body), значения в таблицах
-_FS_LG = "13pt"  # заголовки страниц (h2, DejaVu Serif)
-_FS_XL = "16pt"  # главный заголовок cover (h1, DejaVu Serif)
+_FS_LG = "13pt"  # заголовки страниц (h2, PT Serif)
+_FS_XL = "16pt"  # главный заголовок cover (h1, PT Serif)
 _FS_XXL = "22pt"  # крупные ценовые цифры (dual-price блок)
 
 
+# ── Embedded fonts (PT Sans / PT Serif, ParaType, SIL OFL 1.1) ──────────────
+# Раньше CSS декларировал 'DejaVu Serif'/'DejaVu Sans' — это системные fallback-шрифты
+# без гарантированного визуального качества (только моноширинный 'DejaVu Sans Mono'
+# для цифр остаётся — не часть этой замены, см. _mono()). Теперь настоящие PT Sans/
+# PT Serif встроены как base64 @font-face (см. _build_css) — файлы читаются и
+# кодируются ОДИН раз при импорте модуля, не на каждый рендер PDF.
+_FONTS_DIR = pathlib.Path(__file__).parent / "fonts"
+
+
+def _font_data_url(filename: str) -> str:
+    """Читает .ttf из fonts/ (рядом с этим модулем) и возвращает data:font/ttf;base64 URI."""
+    data = (_FONTS_DIR / filename).read_bytes()
+    return f"data:font/ttf;base64,{base64.b64encode(data).decode('ascii')}"
+
+
+_PT_SANS_REGULAR_URL = _font_data_url("PTSans-Regular.ttf")
+_PT_SANS_BOLD_URL = _font_data_url("PTSans-Bold.ttf")
+_PT_SERIF_BOLD_URL = _font_data_url("PTSerif-Bold.ttf")
+
+# Регистрируем те же файлы в matplotlib (chart endpoint-labels используют тот же
+# PT Sans, что и остальной документ — единая типографика, tabular-figure цифры).
+_font_manager.fontManager.addfont(str(_FONTS_DIR / "PTSans-Regular.ttf"))
+_font_manager.fontManager.addfont(str(_FONTS_DIR / "PTSans-Bold.ttf"))
+matplotlib.rcParams["font.family"] = "PT Sans"
+
+
 # ── Source pseudo-logos (текстовые pill-badges с брендовыми цветами источников) ─
 # Неизвестный/снятый source (напр. историческое inactive 'n1', #2204) рендерится
 # через безопасный fallback в _source_pill: серый фон + source.title() — код на
@@ -317,10 +353,18 @@ def _page_header(brand) -> str:  # type: ignore[no-untyped-def]
     )
 
 
-# ── Price range bar — единый CSS-блок (rounded fill), без faux-3D table-хака ──
+# ── Price range chart — matplotlib SVG bullet/range chart (real chart, не div) ──
+# Раньше рендерилась одним div с фиксированной 64%-заливкой/14%-отступом — числа
+# НЕ определяли позицию заливки (чисто декоративный "прогресс-бар", не привязанный
+# к range_low/range_high). Теперь — настоящий график: серый трек на всю область
+# построения + акцентная заливка ровно на [range_low, range_high] (в млн ₽) + подписи-
+# концы (tabular figures, тот же PT Sans, что и весь документ) + опционально срок
+# экспозиции. Рендерится headless (Agg backend, см. import matplotlib.use выше) в
+# SVG и встраивается как base64 <img> — WeasyPrint рендерит SVG только через image
+# pipeline (не как inline-разметку), см. reference prototype build_report.py.
 
 
-def _price_range_bar(
+def _price_range_chart_svg(
     range_low: int,
     range_high: int,
     *,
@@ -330,45 +374,127 @@ def _price_range_bar(
     days_min: int | None = None,
     days_max: int | None = None,
     show_days: bool = False,
+    accent: str = _ACCENT,
 ) -> str:
-    """Полоска диапазона цен — один div с закруглённой заливкой в акцентном цвете.
+    """Bullet/range-chart диапазона цен (matplotlib Agg → SVG → base64 <img>).
 
-    Раньше рендерилась 4-колоночной table с border-хаком под faux-3D + generic
-    красной заливкой; теперь — чистый div (та же информация: подписи диапазона,
-    срок экспозиции при show_days=True)."""
+    Подложка-трек (светло-серый) + закрашенная акцентная зона на реальном диапазоне
+    [range_low, range_high] + акцентные end-tick'и + подписи-концы + опционально
+    срок экспозиции (show_days=True) — та же информация, что раньше показывал
+    _price_range_bar (удалена), но настоящий график, а не декоративный div."""
     if range_high <= range_low:
         return ""
 
     label_left = label_left or _fmt_rub_m(range_low)
     label_right = label_right or _fmt_rub_m(range_high)
 
-    days_html = ""
-    if show_days and days_min is not None and days_max is not None:
-        days_html = (
-            f'<div style="display:flex;justify-content:space-between;margin-top:3pt;">'
-            f'<span style="font-size:{_FS_XS};color:{_DANGER};font-weight:700;">'
-            f"{_mono(f'{days_min} дней')}</span>"
-            f'<span style="font-size:{_FS_XS};color:{_DANGER};font-weight:700;">'
-            f"{_mono(f'{days_max} дней')}</span>"
-            f"</div>"
+    lo_m = range_low / 1_000_000
+    hi_m = range_high / 1_000_000
+    pad = (hi_m - lo_m) * 0.08 or 0.3
+
+    y = 0.5
+    track_h = 0.34
+
+    # Высота figure (points) задаёт только масштаб track/pad — реальная высота
+    # итогового SVG определяется bbox_inches="tight" (см. savefig ниже) по фактическому
+    # содержимому, включая подписи ниже track. Подписи — через ax.annotate с
+    # textcoords="offset points": абсолютный точечный отступ, НЕ зависящий от масштаба
+    # data-координат/figsize (в отличие от прежней data-fraction схемы, которая на
+    # маленьком figsize схлопывала строки label/days друг в друга).
+    # Figure() object API (НЕ pyplot.subplots) — write_pdf() выполняется в FastAPI
+    # threadpool-executor (sync endpoint), где несколько запросов на PDF могут рендерить
+    # график конкурентно; pyplot держит глобальный figure-manager, не потокобезопасный
+    # для такого сценария (см. matplotlib FAQ "Embedding in a web application server").
+    # Figure() не регистрируется нигде глобально — никакой утечки, plt.close() не нужен.
+    fig = Figure(figsize=(6.85, 28 / 72), dpi=200)
+    ax = fig.subplots()
+    fig.patch.set_alpha(0)
+    ax.set_facecolor("none")
+    # Axes растянуты на всю figure — предсказуемая точка отсчёта для track_bottom.
+    ax.set_position((0, 0, 1, 1))
+
+    track_bottom = y - track_h / 2
+
+    # подложка-трек — на всю область построения (визуальный "инструмент")
+    ax.add_patch(
+        Rectangle(
+            (lo_m - pad, track_bottom),
+            (hi_m - lo_m) + 2 * pad,
+            track_h,
+            facecolor=_BORDER,
+            edgecolor="none",
+            zorder=1,
         )
+    )
+    # закрашенная акцентная зона — реальный диапазон range_low..range_high
+    ax.add_patch(
+        Rectangle(
+            (lo_m, track_bottom),
+            hi_m - lo_m,
+            track_h,
+            facecolor=accent,
+            edgecolor="none",
+            zorder=2,
+        )
+    )
+    # end-tick'и по границам активной зоны (bullet-chart акцент)
+    for x in (lo_m, hi_m):
+        ax.plot(
+            [x, x],
+            [track_bottom - 0.04, y + track_h / 2 + 0.04],
+            color=accent,
+            linewidth=2.2,
+            solid_capstyle="round",
+            zorder=3,
+        )
+
+    # Размер подписей выровнен с типографской шкалой документа (_FS_MD/_FS_XS) —
+    # тот же масштаб, что раньше показывал div-бар.
+    for x, label, ha in ((lo_m, label_left, "left"), (hi_m, label_right, "right")):
+        ax.annotate(
+            label,
+            xy=(x, track_bottom),
+            xycoords="data",
+            xytext=(0, -4),
+            textcoords="offset points",
+            color=_FG,
+            fontsize=10.5,
+            ha=ha,
+            va="top",
+            fontweight="bold",
+            annotation_clip=False,
+        )
+
+    if show_days and days_min is not None and days_max is not None:
+        for x, days, ha in ((lo_m, days_min, "left"), (hi_m, days_max, "right")):
+            ax.annotate(
+                f"{days} дней",
+                xy=(x, track_bottom),
+                xycoords="data",
+                xytext=(0, -19),
+                textcoords="offset points",
+                color=_DANGER,
+                fontsize=8,
+                ha=ha,
+                va="top",
+                fontweight="bold",
+                annotation_clip=False,
+            )
+
+    ax.set_xlim(lo_m - pad, hi_m + pad)
+    ax.set_ylim(0, 1)
+    ax.axis("off")
+
+    buf = io.BytesIO()
+    fig.savefig(buf, format="svg", transparent=True, bbox_inches="tight", pad_inches=0.03)
+    chart_b64 = base64.b64encode(buf.getvalue()).decode("ascii")
 
     return (
         f'<div style="margin:3pt 0;">'
         f'<div style="text-align:center;font-size:{_FS_SM};color:{_MUTED};'
         f'margin-bottom:3pt;">{_html.escape(sub_label)}</div>'
-        f'<div style="width:100%;height:10pt;border-radius:5pt;background:{_BORDER};'
-        f'overflow:hidden;">'
-        f'<div style="width:64%;height:100%;margin-left:14%;border-radius:5pt;'
-        f'background:{_ACCENT};"></div>'
-        f"</div>"
-        f'<div style="display:flex;justify-content:space-between;margin-top:3pt;">'
-        f'<span style="font-size:{_FS_MD};font-weight:700;color:{_FG};">'
-        f"{_mono(_html.escape(label_left))}</span>"
-        f'<span style="font-size:{_FS_MD};font-weight:700;color:{_FG};">'
-        f"{_mono(_html.escape(label_right))}</span>"
-        f"</div>"
-        f"{days_html}"
+        f'<img style="width:100%;display:block;" alt="{_html.escape(sub_label)}" '
+        f'src="data:image/svg+xml;base64,{chart_b64}">'
         f"</div>"
     )
 
@@ -556,7 +682,7 @@ def _build_cover(estimate: AggregatedEstimate, input_snapshot: dict, brand) -> s
         estimate.actual_deals, fallback=(estimate.range_low_rub, estimate.range_high_rub)
     )
 
-    listings_bar = _price_range_bar(
+    listings_bar = _price_range_chart_svg(
         estimate.range_low_rub,
         estimate.range_high_rub,
         sub_label="Активный рынок с аналогичным состоянием ремонта",
@@ -565,7 +691,7 @@ def _build_cover(estimate: AggregatedEstimate, input_snapshot: dict, brand) -> s
         show_days=True,
     )
 
-    deals_bar = _price_range_bar(
+    deals_bar = _price_range_chart_svg(
         deals_low,
         deals_high,
         sub_label="Диапазон цен по фактическим сделкам",
@@ -584,7 +710,7 @@ def _build_cover(estimate: AggregatedEstimate, input_snapshot: dict, brand) -> s
 
   {_page_header(brand)}
 
-  <h1 style="font-family:'DejaVu Serif',serif;font-size:{_FS_XL};font-weight:700;
+  <h1 style="font-family:'PT Serif','DejaVu Serif',serif;font-size:{_FS_XL};font-weight:700;
              margin:3pt 0 6pt 0;text-transform:uppercase;letter-spacing:0.02em;line-height:1.2;">
     АНАЛИЗ РЫНКА И РАСЧЕТ ВЫКУПНОЙ СТОИМОСТИ КВАРТИРЫ
   </h1>
@@ -715,7 +841,7 @@ def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, bra
 
     # Полоска диапазона
     days_min, days_max = _days_on_market_range(estimate.analogs)
-    range_bar = _price_range_bar(
+    range_bar = _price_range_chart_svg(
         estimate.range_low_rub,
         estimate.range_high_rub,
         sub_label="Рынок",
@@ -733,7 +859,7 @@ def _build_listings_page(estimate: AggregatedEstimate, input_snapshot: dict, bra
 
   {_page_header(brand)}
 
-  <h2 style="font-family:'DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
+  <h2 style="font-family:'PT Serif','DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
              text-transform:uppercase;letter-spacing:0.02em;border-bottom:1.5pt solid {_BORDER};
              padding-bottom:4pt;margin-bottom:12pt;">
     РЫНОК КВАРТИР – АНАЛОГОВ ПО ОБЪЯВЛЕНИЯМ
@@ -883,7 +1009,7 @@ def _build_deals_page(estimate: AggregatedEstimate, input_snapshot: dict, brand)
     # _days_on_market_range вернул бы хардкод-fallback (4, 118) — выдуманные сроки
     # под заголовком «Диапазон цен по фактическим сделкам». Cover-страница так же
     # намеренно не рисует days для бара сделок (show_days по умолчанию False).
-    range_bar = _price_range_bar(
+    range_bar = _price_range_chart_svg(
         deals_low,
         deals_high,
         sub_label="Рынок",
@@ -897,7 +1023,7 @@ def _build_deals_page(estimate: AggregatedEstimate, input_snapshot: dict, brand)
 
   {_page_header(brand)}
 
-  <h2 style="font-family:'DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
+  <h2 style="font-family:'PT Serif','DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
              text-transform:uppercase;letter-spacing:0.02em;border-bottom:1.5pt solid {_BORDER};
              padding-bottom:4pt;margin-bottom:12pt;">
     ФАКТИЧЕСКИЕ СДЕЛКИ ПО КВАРТИРАМ — АНАЛОГАМ
@@ -911,7 +1037,7 @@ def _build_deals_page(estimate: AggregatedEstimate, input_snapshot: dict, brand)
               <td class="bold" style="text-align:right;">{_mono(f"{n_deals} шт.")}</td></tr>
           <tr><td style="padding:4pt 0;">Период сделок</td>
               <td class="bold" style="text-align:right;">
-                {_mono(f'{period_start.strftime("%m.%Y")} – {today.strftime("%m.%Y")}')}</td></tr>
+                {_mono(f"{period_start.strftime('%m.%Y')} – {today.strftime('%m.%Y')}")}</td></tr>
         </table>
         <div style="margin-top:14pt;font-size:{_FS_SM};color:{_MUTED};">Источники данных</div>
         <div style="margin-top:6pt;">{sources_html}</div>
@@ -1019,7 +1145,7 @@ def _build_offer_page(estimate: AggregatedEstimate, brand) -> str:  # type: igno
 
   {_page_header(brand)}
 
-  <h2 style="font-family:'DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
+  <h2 style="font-family:'PT Serif','DejaVu Serif',serif;font-size:{_FS_LG};font-weight:700;
              text-transform:uppercase;letter-spacing:0.02em;border-bottom:1.5pt solid {_BORDER};
              padding-bottom:4pt;margin-bottom:14pt;">
     ФОРМИРОВАНИЕ ВЫКУПНОЙ СТОИМОСТИ
@@ -1191,13 +1317,31 @@ def _build_offer_page(estimate: AggregatedEstimate, brand) -> str:  # type: igno
 def _build_css(brand=None) -> str:  # type: ignore[no-untyped-def]
     primary = brand.primary_color if brand else "#1d4ed8"
     return f"""
+@font-face {{
+    font-family: 'PT Sans';
+    src: url({_PT_SANS_REGULAR_URL}) format('truetype');
+    font-weight: 400;
+    font-style: normal;
+}}
+@font-face {{
+    font-family: 'PT Sans';
+    src: url({_PT_SANS_BOLD_URL}) format('truetype');
+    font-weight: 700;
+    font-style: normal;
+}}
+@font-face {{
+    font-family: 'PT Serif';
+    src: url({_PT_SERIF_BOLD_URL}) format('truetype');
+    font-weight: 700;
+    font-style: normal;
+}}
 @page {{
     size: A4;
     margin: 20mm 18mm 20mm 18mm;
 }}
 * {{ box-sizing: border-box; }}
 body {{
-    font-family: 'DejaVu Sans', sans-serif;
+    font-family: 'PT Sans', 'DejaVu Sans', sans-serif;
     font-size: {_FS_MD};
     color: {_FG};
     background: {_BG};
@@ -1206,7 +1350,7 @@ body {{
     line-height: 1.35;
 }}
 h1, h2, h3 {{ margin: 0; }}
-h1, h2 {{ font-family: 'DejaVu Serif', serif; }}
+h1, h2 {{ font-family: 'PT Serif', 'DejaVu Serif', serif; }}
 .page {{ page-break-after: always; position: relative; }}
 .page:last-child {{ page-break-after: avoid; }}
 
@@ -1314,7 +1458,7 @@ def _build_insufficient_data_page(estimate: AggregatedEstimate, input_snapshot:
   </p>
   <div style="margin:40pt auto;text-align:center;max-width:320pt;">
     <div style="font-size:32pt;margin-bottom:12pt;color:{_MUTED};">—</div>
-    <h2 style="font-family:'DejaVu Serif',serif;font-size:{_FS_XL};font-weight:700;
+    <h2 style="font-family:'PT Serif','DejaVu Serif',serif;font-size:{_FS_XL};font-weight:700;
         color:{_FG};margin-bottom:8pt;">
       Недостаточно данных для оценки
     </h2>
@@ -1356,6 +1500,12 @@ def generate_trade_in_pdf(
     # WeasyPrint импортируется лениво: его native-зависимости (pango/cairo) нужны
     # только для финального write_pdf — HTML-билдеры (cover/listings/...) работают
     # без них, что делает рендер-функции тестируемыми в окружениях без native libs.
+    # FontConfiguration берём через атрибут (не отдельный `from weasyprint.text.fonts
+    # import ...`) — тесты подменяют sys.modules['weasyprint'] плоским MagicMock без
+    # реальных субмодулей, а точечный submodule-импорт на моке падает с
+    # "'weasyprint' is not a package"; атрибутный доступ работает и на Mock, и на
+    # реальном пакете (weasyprint/__init__.py уже импортирует .text.fonts внутри себя).
+    import weasyprint
     from weasyprint import CSS, HTML
 
     from app.services.brand import Brand
@@ -1399,11 +1549,23 @@ def generate_trade_in_pdf(
         f"</head><body>{body_html}</body></html>"
     )
     css_str = _build_css(brand=brand)
+    # FontConfiguration обязателен для того, чтобы @font-face (PT Sans/PT Serif, см.
+    # _build_css) реально зарегистрировались и использовались при layout — без него
+    # WeasyPrint молча игнорирует @font-face и подставляет fallback из font-stack
+    # (DejaVu). Один и тот же объект передаётся в CSS(...) и write_pdf(...).
+    font_config = weasyprint.text.fonts.FontConfiguration()
     # SSRF guard (#13): кастомный url_fetcher блокирует file:// и нелоговые схемы.
     # base_url=None — не resolve никакие относительные URL (все ресурсы data: или https:).
-    pdf_bytes = HTML(string=html_str, base_url=None).write_pdf(
-        stylesheets=[CSS(string=css_str)],
-        url_fetcher=_make_safe_url_fetcher(),
+    # url_fetcher передаётся в HTML(...) и CSS(...) конструкторы, а НЕ в write_pdf() —
+    # в WeasyPrint 69 write_pdf(url_fetcher=...) молча игнорируется
+    # ("Unknown rendering option"), а @font-face-ресолвинг внутри CSS(...) происходит
+    # синхронно при конструировании, до write_pdf(). Один и тот же fetcher — на оба
+    # объекта, иначе guard не покрывает CSS-ресурсы (сейчас только data:-шрифты, но
+    # это тот путь, по которому в будущем может прилететь brand-specific URL).
+    url_fetcher = _make_safe_url_fetcher()
+    pdf_bytes = HTML(string=html_str, base_url=None, url_fetcher=url_fetcher).write_pdf(
+        stylesheets=[CSS(string=css_str, font_config=font_config, url_fetcher=url_fetcher)],
+        font_config=font_config,
     )
     logger.info(
         "PDF generated estimate_id=%s brand=%s size=%d insufficient_data=%s",
diff --git a/tradein-mvp/backend/pyproject.toml b/tradein-mvp/backend/pyproject.toml
index dbb1b025..cc1f1e49 100644
--- a/tradein-mvp/backend/pyproject.toml
+++ b/tradein-mvp/backend/pyproject.toml
@@ -19,6 +19,7 @@ dependencies = [
     "selectolax>=0.3.0",          # быстрый HTML парсинг для scrapers
     "lxml>=5.0.0",                # стриминговый iterparse для многогигабайтных ГАР XML (#143)
     "segno>=1.6.0",               # QR-код для PDF shareable URL
+    "matplotlib>=3.9.0",          # price-range chart (SVG) для PDF отчёта Trade-In
     "curl-cffi>=0.7.0",           # impersonate=chrome120 для Cian/Avito (TLS fingerprint)
     "python-multipart>=0.0.9",    # FastAPI UploadFile — загрузка фото квартиры (#394)
     "sentry-sdk>=2.0.0",          # мониторинг ошибок → GlitchTip (#396)
diff --git a/tradein-mvp/backend/tests/test_pdf_security.py b/tradein-mvp/backend/tests/test_pdf_security.py
index e7045ff0..aa3aba52 100644
--- a/tradein-mvp/backend/tests/test_pdf_security.py
+++ b/tradein-mvp/backend/tests/test_pdf_security.py
@@ -135,11 +135,11 @@ def test_generate_pdf_insufficient_skips_offer_page() -> None:
         def __init__(self, string=None, base_url=None, **kw):
             captured.append(string or "")
 
-        def write_pdf(self, stylesheets=None, url_fetcher=None):
+        def write_pdf(self, stylesheets=None, url_fetcher=None, font_config=None):
             return b"%PDF-fake"
 
     class _FakeCSS:
-        def __init__(self, string=None):
+        def __init__(self, string=None, font_config=None, url_fetcher=None):
             pass
 
     with patch.dict(sys.modules, {"weasyprint": MagicMock(HTML=_FakeHTML, CSS=_FakeCSS)}):
@@ -163,11 +163,11 @@ def test_generate_pdf_normal_estimate_has_offer_page() -> None:
         def __init__(self, string=None, base_url=None, **kw):
             captured.append(string or "")
 
-        def write_pdf(self, stylesheets=None, url_fetcher=None):
+        def write_pdf(self, stylesheets=None, url_fetcher=None, font_config=None):
             return b"%PDF-fake"
 
     class _FakeCSS:
-        def __init__(self, string=None):
+        def __init__(self, string=None, font_config=None, url_fetcher=None):
             pass
 
     with patch.dict(sys.modules, {"weasyprint": MagicMock(HTML=_FakeHTML, CSS=_FakeCSS)}):
@@ -206,8 +206,12 @@ def test_cover_renders_logo_img_when_valid_url() -> None:
 def test_cover_falls_back_to_name_when_logo_none() -> None:
     est = _estimate()
     html = mod._build_cover(est, _SNAPSHOT, _GENERIC)
-    assert "<img" not in html
     assert "TRADE-IN" in html.upper()
+    # Logo-specific check via _page_header directly — не проверяем отсутствие <img> во
+    # всей cover-странице, т.к. с #2327-follow-up диапазоны цен рендерятся как
+    # matplotlib SVG <img> (см. _price_range_chart_svg), не связанные с логотипом бренда.
+    header_html = mod._page_header(_GENERIC)
+    assert "<img" not in header_html
 
 
 # ── Part D (#13): _safe_logo_url ─────────────────────────────────────────────
@@ -317,11 +321,11 @@ def test_generate_pdf_no_file_base_url() -> None:
         def __init__(self, string=None, base_url=None, **kw):
             html_calls.append({"base_url": base_url})
 
-        def write_pdf(self, stylesheets=None, url_fetcher=None):
+        def write_pdf(self, stylesheets=None, url_fetcher=None, font_config=None):
             return b"%PDF-fake"
 
     class _FakeCSS:
-        def __init__(self, string=None):
+        def __init__(self, string=None, font_config=None, url_fetcher=None):
             pass
 
     with patch.dict(sys.modules, {"weasyprint": MagicMock(HTML=_FakeHTML, CSS=_FakeCSS)}):
diff --git a/tradein-mvp/uv.lock b/tradein-mvp/uv.lock
index 0db989ad..3ef63234 100644
--- a/tradein-mvp/uv.lock
+++ b/tradein-mvp/uv.lock
@@ -189,6 +189,72 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "contourpy"
+version = "1.3.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/be/45/adfee365d9ea3d853550b2e735f9d66366701c65db7855cd07621732ccfc/contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb", size = 293419, upload-time = "2025-07-26T12:01:21.16Z" },
+    { url = "https://files.pythonhosted.org/packages/53/3e/405b59cfa13021a56bba395a6b3aca8cec012b45bf177b0eaf7a202cde2c/contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6", size = 273979, upload-time = "2025-07-26T12:01:22.448Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/1c/a12359b9b2ca3a845e8f7f9ac08bdf776114eb931392fcad91743e2ea17b/contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7", size = 332653, upload-time = "2025-07-26T12:01:24.155Z" },
+    { url = "https://files.pythonhosted.org/packages/63/12/897aeebfb475b7748ea67b61e045accdfcf0d971f8a588b67108ed7f5512/contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8", size = 379536, upload-time = "2025-07-26T12:01:25.91Z" },
+    { url = "https://files.pythonhosted.org/packages/43/8a/a8c584b82deb248930ce069e71576fc09bd7174bbd35183b7943fb1064fd/contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea", size = 384397, upload-time = "2025-07-26T12:01:27.152Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1", size = 362601, upload-time = "2025-07-26T12:01:28.808Z" },
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+    { url = "https://files.pythonhosted.org/packages/33/1d/acad9bd4e97f13f3e2b18a3977fe1b4a37ecf3d38d815333980c6c72e963/contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411", size = 1403386, upload-time = "2025-07-26T12:01:33.947Z" },
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