diff --git a/pkg/storage/bloom/v1/block.go b/pkg/storage/bloom/v1/block.go
index 84bc71a6b203..c9eef5fa3302 100644
--- a/pkg/storage/bloom/v1/block.go
+++ b/pkg/storage/bloom/v1/block.go
@@ -148,25 +148,26 @@ func (bq *BlockQuerier) Seek(fp model.Fingerprint) error {
 }
 
 func (bq *BlockQuerier) Next() bool {
-	if !bq.series.Next() {
-		return false
-	}
-
-	series := bq.series.At()
-
-	bq.blooms.Seek(series.Offset)
-	if !bq.blooms.Next() {
-		return false
-	}
-
-	bloom := bq.blooms.At()
-
-	bq.cur = &SeriesWithBloom{
-		Series: &series.Series,
-		Bloom:  bloom,
+	for bq.series.Next() {
+		series := bq.series.At()
+		bq.blooms.Seek(series.Offset)
+		if !bq.blooms.Next() {
+			// skip blocks that are too large
+			if errors.Is(bq.blooms.Err(), ErrPageTooLarge) {
+				// fmt.Printf("skipping bloom page: %s (%d)\n", series.Fingerprint, series.Chunks.Len())
+				bq.blooms.err = nil
+				continue
+			}
+			return false
+		}
+		bloom := bq.blooms.At()
+		bq.cur = &SeriesWithBloom{
+			Series: &series.Series,
+			Bloom:  bloom,
+		}
+		return true
 	}
-	return true
-
+	return false
 }
 
 func (bq *BlockQuerier) At() *SeriesWithBloom {
diff --git a/pkg/storage/bloom/v1/bloom.go b/pkg/storage/bloom/v1/bloom.go
index 6a6c2610e82e..da0a770fb257 100644
--- a/pkg/storage/bloom/v1/bloom.go
+++ b/pkg/storage/bloom/v1/bloom.go
@@ -18,7 +18,7 @@ import (
 // Figure out a decent maximum page size that we can process.
 // TODO(chaudum): Make max page size configurable
 var maxPageSize = 32 << 20 // 32MB
-var errPageTooLarge = "bloom page too large to process: N=%d Offset=%d Len=%d DecompressedLen=%d"
+var ErrPageTooLarge = errors.Errorf("bloom page too large: size limit is %.1fMiB", float64(maxPageSize)/float64(1<<20))
 
 type Bloom struct {
 	filter.ScalableBloomFilter
@@ -253,9 +253,10 @@ func (b *BloomBlock) BloomPageDecoder(r io.ReadSeeker, pageIdx int) (*BloomPageD
 	}
 
 	page := b.pageHeaders[pageIdx]
+	// fmt.Printf("pageIdx=%d page=%+v size=%.2fMiB\n", pageIdx, page, float64(page.Len)/float64(1<<20))
 
 	if page.Len > maxPageSize {
-		return nil, fmt.Errorf(errPageTooLarge, page.N, page.Offset, page.Len, page.DecompressedLen)
+		return nil, ErrPageTooLarge
 	}
 
 	if _, err := r.Seek(int64(page.Offset), io.SeekStart); err != nil {
diff --git a/tools/bloom/inspector/main.go b/tools/bloom/inspector/main.go
new file mode 100644
index 000000000000..bb81d02b260b
--- /dev/null
+++ b/tools/bloom/inspector/main.go
@@ -0,0 +1,37 @@
+package main
+
+import (
+	"fmt"
+	"os"
+
+	v1 "github.com/grafana/loki/pkg/storage/bloom/v1"
+)
+
+func main() {
+	if len(os.Args) < 2 {
+		fmt.Println("Usage: go run main.go BLOCK_DIRECTORY")
+		os.Exit(2)
+	}
+
+	path := os.Args[1]
+	fmt.Printf("Block directory: %s\n", path)
+
+	r := v1.NewDirectoryBlockReader(path)
+	b := v1.NewBlock(r)
+	q := v1.NewBlockQuerier(b)
+
+	md, err := q.Metadata()
+	if err != nil {
+		panic(err)
+	}
+
+	fmt.Printf("Metadata: %+v\n", md)
+
+	for q.Next() {
+		swb := q.At()
+		fmt.Printf("%s (%d)\n", swb.Series.Fingerprint, swb.Series.Chunks.Len())
+	}
+	if q.Err() != nil {
+		fmt.Printf("error: %s\n", q.Err())
+	}
+}