diff --git a/surfsense_backend/app/proprietary/platforms/amazon/fetch.py b/surfsense_backend/app/proprietary/platforms/amazon/fetch.py
index bf4f403ab..d1ed7bc15 100644
--- a/surfsense_backend/app/proprietary/platforms/amazon/fetch.py
+++ b/surfsense_backend/app/proprietary/platforms/amazon/fetch.py
@@ -195,8 +195,13 @@ async def fetch_aod_html(
     cookies: dict[str, str] | None = None,
     proxy: str | None = None,
 ) -> str | None:
-    """Fetch the public all-offers panel for one product."""
-    url = f"{_origin(domain)}/gp/product/ajax?asin={asin}&experienceId=aodAjaxMain"
+    """Fetch the public all-offers panel for one product.
+
+    ``aodAjaxMain`` is a path segment, not a query param. Amazon also serves this
+    panel as a JS-only modal for many (especially US) ASINs, so a 404 here is
+    expected and the caller falls back to the PDP buy-box winner.
+    """
+    url = f"{_origin(domain)}/gp/product/ajax/aodAjaxMain/?asin={asin}"
     return await fetch_html(url, cookies=cookies, proxy=proxy)
 
 
diff --git a/surfsense_backend/app/proprietary/platforms/amazon/parsers.py b/surfsense_backend/app/proprietary/platforms/amazon/parsers.py
index dfcfa26cd..434973677 100644
--- a/surfsense_backend/app/proprietary/platforms/amazon/parsers.py
+++ b/surfsense_backend/app/proprietary/platforms/amazon/parsers.py
@@ -258,14 +258,20 @@ def parse_product(
     price_text = _first_text(
         doc,
         "#corePrice_feature_div .a-offscreen",
+        "#corePriceDisplay_desktop_feature_div .a-offscreen",
+        "#apex_desktop .a-price .a-offscreen",
         "#priceblock_ourprice",
         "#priceblock_dealprice",
         ".priceToPay .a-offscreen",
+        "#price_inside_buybox",
+        "#centerCol .a-price .a-offscreen",
     )
     list_price_text = _first_text(
         doc,
         "#corePrice_feature_div .basisPrice .a-offscreen",
+        "#corePriceDisplay_desktop_feature_div .basisPrice .a-offscreen",
         ".priceBlockStrikePriceString",
+        "#centerCol .a-price.a-text-price .a-offscreen",
     )
     availability = _first_text(doc, "#availability", "#outOfStock")
     availability_lower = (availability or "").lower()
@@ -330,6 +336,13 @@ def parse_product(
     )
     seller_href = _attr(seller_link, "href")
     seller_id = (parse_qs(urlparse(seller_href or "").query).get("seller") or [None])[0]
+    # Fall back to the buy-box "Sold by" name when there is no seller profile link
+    # (Amazon-direct items and some link-less third-party merchants).
+    seller_name = _text(seller_link) or _first_text(
+        doc,
+        "#tabular-buybox [tabular-attribute-name='Sold by'] .tabular-buybox-text",
+        "#merchantInfoFeature_feature_div .offer-display-feature-text-message",
+    )
     return {
         "title": title,
         "url": url,
@@ -425,10 +438,10 @@ def parse_product(
         "seller": (
             {
                 "id": seller_id,
-                "name": _text(seller_link),
+                "name": seller_name,
                 "url": _absolute(domain, seller_href),
             }
-            if seller_link is not None
+            if (seller_link is not None or seller_name)
             else None
         ),
         "bestsellerRanks": ranks,
diff --git a/surfsense_backend/app/proprietary/platforms/amazon/scraper.py b/surfsense_backend/app/proprietary/platforms/amazon/scraper.py
index 5100aaf01..796173401 100644
--- a/surfsense_backend/app/proprietary/platforms/amazon/scraper.py
+++ b/surfsense_backend/app/proprietary/platforms/amazon/scraper.py
@@ -49,6 +49,28 @@ def _error(
     ).model_dump()
 
 
+def _buybox_offer(fields: dict[str, Any]) -> dict[str, Any] | None:
+    """Synthesize a single offer from the PDP buy box.
+
+    Amazon serves the All-Offers-Display panel as a JS-only modal for many
+    (especially US) ASINs, so the AOD ajax endpoint 404s. Fall back to the
+    featured buy-box winner already parsed from the product page.
+    """
+    price = fields.get("price")
+    seller = fields.get("seller")
+    seller = seller if isinstance(seller, dict) else None
+    if not price and not (seller and seller.get("name")):
+        return None
+    return {
+        "position": 1,
+        "price": price,
+        "condition": fields.get("condition") or "New",
+        "delivery": fields.get("delivery"),
+        "seller": seller,
+        "isPinnedOffer": True,
+    }
+
+
 def _page_url(url: str, page: int) -> str:
     parsed = urlparse(url)
     query = dict(parse_qsl(parsed.query, keep_blank_values=True))
@@ -154,10 +176,14 @@ async def _product_flow(
             cookies=offer_cookies or cookies,
             proxy=offer_proxy or proxy,
         )
-        if offers_html:
-            fields["offers"] = parse_aod_offers(offers_html, domain=resolved.domain)[
-                : input_model.maxOffers
-            ]
+        offers = (
+            parse_aod_offers(offers_html, domain=resolved.domain) if offers_html else []
+        )
+        if not offers:
+            buybox = _buybox_offer(fields)
+            offers = [buybox] if buybox else []
+        if offers:
+            fields["offers"] = offers[: input_model.maxOffers]
 
     if input_model.scrapeSellers:
         seller_ids: list[str] = []